warning: commands will be executed using /bin/sh
job 2521 at Fri Mar 28 13:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140224/YutaMouse20-140224/YutaMouse20-140224
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3057507 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 53514 members 
Mstep: Class 3 contains 53729 members 
Mstep: Class 4 contains 53339 members 
Mstep: Class 5 contains 53541 members 
Mstep: Class 6 contains 53523 members 
Mstep: Class 7 contains 53680 members 
Mstep: Class 8 contains 53698 members 
Mstep: Class 9 contains 53429 members 
Mstep: Class 10 contains 53653 members 
Mstep: Class 11 contains 54030 members 
Mstep: Class 12 contains 53342 members 
Mstep: Class 13 contains 53772 members 
Mstep: Class 14 contains 53577 members 
Mstep: Class 15 contains 53451 members 
Mstep: Class 16 contains 54095 members 
Mstep: Class 17 contains 53567 members 
Mstep: Class 18 contains 53474 members 
Mstep: Class 19 contains 53807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 813.593018 but Gain 3430.957031
Score: -114387488.000000 Penalty: 61757.199219
Iteration 0F: 19 clusters Score -1.143875e+08 nChanged 959892
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 32104 members 
Mstep: Class 4 contains 39755 members 
Mstep: Class 5 contains 78627 members 
Mstep: Class 6 contains 38000 members 
Mstep: Class 7 contains 60883 members 
Mstep: Class 8 contains 46907 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 39177 members 
Mstep: Class 11 contains 87364 members 
Mstep: Class 12 contains 42784 members 
Mstep: Class 13 contains 55427 members 
Mstep: Class 14 contains 43869 members 
Mstep: Class 15 contains 112340 members 
Mstep: Class 16 contains 57132 members 
Mstep: Class 17 contains 84787 members 
Mstep: Class 18 contains 60050 members 
Mstep: Class 19 contains 44612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116478608.000000 Penalty: 61757.199219
Iteration 1F: 19 clusters Score -1.164786e+08 nChanged 336313
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 4 contains 32154 members 
Mstep: Class 5 contains 80489 members 
Mstep: Class 6 contains 24755 members 
Mstep: Class 7 contains 83022 members 
Mstep: Class 8 contains 56321 members 
Mstep: Class 9 contains 56287 members 
Mstep: Class 10 contains 28017 members 
Mstep: Class 11 contains 86191 members 
Mstep: Class 12 contains 43872 members 
Mstep: Class 13 contains 51640 members 
Mstep: Class 14 contains 35476 members 
Mstep: Class 15 contains 116860 members 
Mstep: Class 16 contains 50329 members 
Mstep: Class 17 contains 100568 members 
Mstep: Class 18 contains 64261 members 
Mstep: Class 19 contains 46465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116963232.000000 Penalty: 61757.199219
Iteration 2F: 19 clusters Score -1.169632e+08 nChanged 247992
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 29086 members 
Mstep: Class 4 contains 30009 members 
Mstep: Class 5 contains 74174 members 
Mstep: Class 6 contains 17647 members 
Mstep: Class 7 contains 101382 members 
Mstep: Class 8 contains 53384 members 
Mstep: Class 9 contains 57707 members 
Mstep: Class 10 contains 17926 members 
Mstep: Class 11 contains 89076 members 
Mstep: Class 12 contains 45865 members 
Mstep: Class 13 contains 48404 members 
Mstep: Class 14 contains 24194 members 
Mstep: Class 15 contains 143772 members 
Mstep: Class 16 contains 40154 members 
Mstep: Class 17 contains 115787 members 
Mstep: Class 18 contains 59270 members 
Mstep: Class 19 contains 45995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117216264.000000 Penalty: 61757.199219
Iteration 3F: 19 clusters Score -1.172163e+08 nChanged 197084
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 30610 members 
Mstep: Class 4 contains 28243 members 
Mstep: Class 5 contains 65557 members 
Mstep: Class 6 contains 12290 members 
Mstep: Class 7 contains 110041 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 53235 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 93315 members 
Mstep: Class 12 contains 44832 members 
Mstep: Class 13 contains 42334 members 
Mstep: Class 14 contains 15175 members 
Mstep: Class 15 contains 191114 members 
Mstep: Class 16 contains 29546 members 
Mstep: Class 17 contains 127943 members 
Mstep: Class 18 contains 51633 members 
Mstep: Class 19 contains 47058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117394776.000000 Penalty: 61757.199219
Iteration 4F: 19 clusters Score -1.173948e+08 nChanged 169890
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 31643 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 56285 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 111641 members 
Mstep: Class 8 contains 34662 members 
Mstep: Class 9 contains 44798 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 93579 members 
Mstep: Class 12 contains 42893 members 
Mstep: Class 13 contains 33548 members 
Mstep: Class 14 contains 9468 members 
Mstep: Class 15 contains 253121 members 
Mstep: Class 16 contains 19701 members 
Mstep: Class 17 contains 135117 members 
Mstep: Class 18 contains 42621 members 
Mstep: Class 19 contains 53207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117540520.000000 Penalty: 61757.199219
Iteration 5F: 19 clusters Score -1.175405e+08 nChanged 151816
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 31726 members 
Mstep: Class 4 contains 24681 members 
Mstep: Class 5 contains 47547 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 108793 members 
Mstep: Class 8 contains 23860 members 
Mstep: Class 9 contains 34749 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 88419 members 
Mstep: Class 12 contains 41549 members 
Mstep: Class 13 contains 24158 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 321685 members 
Mstep: Class 16 contains 11370 members 
Mstep: Class 17 contains 137267 members 
Mstep: Class 18 contains 33184 members 
Mstep: Class 19 contains 61797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3145.916260 but Gain 3430.953125
Score: -117630864.000000 Penalty: 58326.246094
Iteration 6F: 18 clusters Score -1.176309e+08 nChanged 133670
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 31855 members 
Mstep: Class 4 contains 23878 members 
Mstep: Class 5 contains 41988 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 103940 members 
Mstep: Class 8 contains 15486 members 
Mstep: Class 9 contains 26672 members 
Mstep: Class 11 contains 81930 members 
Mstep: Class 12 contains 41382 members 
Mstep: Class 13 contains 16471 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 375638 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 140791 members 
Mstep: Class 18 contains 25138 members 
Mstep: Class 19 contains 69460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3249.361572 but Gain 3430.957031
Score: -117575696.000000 Penalty: 54895.289062
Iteration 7F: 17 clusters Score -1.175757e+08 nChanged 110830
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 31070 members 
Mstep: Class 4 contains 23914 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 106365 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 22936 members 
Mstep: Class 11 contains 83260 members 
Mstep: Class 12 contains 42938 members 
Mstep: Class 13 contains 13572 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 368336 members 
Mstep: Class 17 contains 156759 members 
Mstep: Class 18 contains 20372 members 
Mstep: Class 19 contains 79078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117641208.000000 Penalty: 54895.289062
Iteration 8F: 17 clusters Score -1.176412e+08 nChanged 85128
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 30208 members 
Mstep: Class 4 contains 23781 members 
Mstep: Class 5 contains 46515 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 110461 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 19574 members 
Mstep: Class 11 contains 85901 members 
Mstep: Class 12 contains 43271 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 349815 members 
Mstep: Class 17 contains 175496 members 
Mstep: Class 18 contains 16028 members 
Mstep: Class 19 contains 85964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117719248.000000 Penalty: 54895.289062
Iteration 9F: 17 clusters Score -1.177192e+08 nChanged 79522
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 29416 members 
Mstep: Class 4 contains 23576 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 116492 members 
Mstep: Class 8 contains 6236 members 
Mstep: Class 9 contains 16430 members 
Mstep: Class 11 contains 88061 members 
Mstep: Class 12 contains 41388 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 3559 members 
Mstep: Class 15 contains 334878 members 
Mstep: Class 17 contains 191511 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 91143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117785104.000000 Penalty: 54895.289062
Iteration 10F: 17 clusters Score -1.177851e+08 nChanged 71743
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 28806 members 
Mstep: Class 4 contains 23349 members 
Mstep: Class 5 contains 47293 members 
Mstep: Class 6 contains 1162 members 
Mstep: Class 7 contains 124097 members 
Mstep: Class 8 contains 5118 members 
Mstep: Class 9 contains 13794 members 
Mstep: Class 11 contains 91403 members 
Mstep: Class 12 contains 38602 members 
Mstep: Class 13 contains 8502 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 323161 members 
Mstep: Class 17 contains 200774 members 
Mstep: Class 18 contains 9848 members 
Mstep: Class 19 contains 94809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117830712.000000 Penalty: 54895.289062
Iteration 11F: 17 clusters Score -1.178307e+08 nChanged 60276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 28254 members 
Mstep: Class 4 contains 23129 members 
Mstep: Class 5 contains 47286 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 132411 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 11670 members 
Mstep: Class 11 contains 96721 members 
Mstep: Class 12 contains 35601 members 
Mstep: Class 13 contains 7374 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 314884 members 
Mstep: Class 17 contains 203157 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 97547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117858272.000000 Penalty: 54895.289062
Iteration 12F: 17 clusters Score -1.178583e+08 nChanged 48057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 27795 members 
Mstep: Class 4 contains 22860 members 
Mstep: Class 5 contains 47522 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 141003 members 
Mstep: Class 8 contains 3609 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 11 contains 102593 members 
Mstep: Class 12 contains 32531 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 307872 members 
Mstep: Class 17 contains 202161 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 99793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3130.829590 but Gain 3430.953125
Score: -117875424.000000 Penalty: 51464.335938
Iteration 13Q: 16 clusters Score -1.178754e+08 nChanged 42093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27385 members 
Mstep: Class 4 contains 22641 members 
Mstep: Class 5 contains 47891 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 151442 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 11 contains 108168 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 5822 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 302415 members 
Mstep: Class 17 contains 198975 members 
Mstep: Class 18 contains 5980 members 
Mstep: Class 19 contains 101652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3193.397705 but Gain 3430.957031
Score: -117891664.000000 Penalty: 48033.378906
Iteration 14Q: 15 clusters Score -1.178917e+08 nChanged 37462
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 4 contains 22301 members 
Mstep: Class 5 contains 48389 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 161958 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 11 contains 114235 members 
Mstep: Class 12 contains 27425 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 297288 members 
Mstep: Class 17 contains 193259 members 
Mstep: Class 18 contains 5362 members 
Mstep: Class 19 contains 103741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117906720.000000 Penalty: 48033.378906
Iteration 15Q: 15 clusters Score -1.179067e+08 nChanged 34379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26697 members 
Mstep: Class 4 contains 21882 members 
Mstep: Class 5 contains 49178 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 174303 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 11 contains 119354 members 
Mstep: Class 12 contains 24751 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 15 contains 290918 members 
Mstep: Class 17 contains 185121 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 105097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117915776.000000 Penalty: 48033.378906
Iteration 16Q: 15 clusters Score -1.179158e+08 nChanged 35279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26417 members 
Mstep: Class 4 contains 21390 members 
Mstep: Class 5 contains 50029 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 187644 members 
Mstep: Class 9 contains 5905 members 
Mstep: Class 11 contains 124195 members 
Mstep: Class 12 contains 22546 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 3642 members 
Mstep: Class 15 contains 284524 members 
Mstep: Class 17 contains 175944 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 106207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117920368.000000 Penalty: 48033.378906
Iteration 17Q: 15 clusters Score -1.179204e+08 nChanged 35012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 26165 members 
Mstep: Class 4 contains 20907 members 
Mstep: Class 5 contains 50998 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 199680 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 11 contains 128967 members 
Mstep: Class 12 contains 20900 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 277759 members 
Mstep: Class 17 contains 167728 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 107228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117924424.000000 Penalty: 48033.378906
Iteration 18Q: 15 clusters Score -1.179244e+08 nChanged 33221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25975 members 
Mstep: Class 4 contains 20418 members 
Mstep: Class 5 contains 52075 members 
Mstep: Class 6 contains 1317 members 
Mstep: Class 7 contains 207405 members 
Mstep: Class 9 contains 4721 members 
Mstep: Class 11 contains 133853 members 
Mstep: Class 12 contains 19711 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 271572 members 
Mstep: Class 17 contains 162315 members 
Mstep: Class 18 contains 3959 members 
Mstep: Class 19 contains 108196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117926752.000000 Penalty: 48033.378906
Iteration 19Q: 15 clusters Score -1.179268e+08 nChanged 29663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25829 members 
Mstep: Class 4 contains 19955 members 
Mstep: Class 5 contains 53230 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 210601 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 11 contains 139144 members 
Mstep: Class 12 contains 18826 members 
Mstep: Class 13 contains 3723 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 265224 members 
Mstep: Class 17 contains 160396 members 
Mstep: Class 18 contains 3815 members 
Mstep: Class 19 contains 109116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117929920.000000 Penalty: 48033.378906
Iteration 20F: 15 clusters Score -1.179299e+08 nChanged 25705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25727 members 
Mstep: Class 4 contains 19579 members 
Mstep: Class 5 contains 54521 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 210709 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 11 contains 144700 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 259026 members 
Mstep: Class 17 contains 160592 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 109892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117932912.000000 Penalty: 48033.378906
Iteration 21Q: 15 clusters Score -1.179329e+08 nChanged 22941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25616 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 55747 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 208588 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 11 contains 150822 members 
Mstep: Class 12 contains 17473 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 252882 members 
Mstep: Class 17 contains 162261 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 110548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117936952.000000 Penalty: 48033.378906
Iteration 22Q: 15 clusters Score -1.17937e+08 nChanged 21101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25524 members 
Mstep: Class 4 contains 19025 members 
Mstep: Class 5 contains 57025 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 205010 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 11 contains 157711 members 
Mstep: Class 12 contains 16884 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 246656 members 
Mstep: Class 17 contains 164476 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 111194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117940600.000000 Penalty: 48033.378906
Iteration 23Q: 15 clusters Score -1.179406e+08 nChanged 20540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 4 contains 18788 members 
Mstep: Class 5 contains 58288 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 200376 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 11 contains 165933 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 240173 members 
Mstep: Class 17 contains 166654 members 
Mstep: Class 18 contains 3192 members 
Mstep: Class 19 contains 111781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117945008.000000 Penalty: 48033.378906
Iteration 24Q: 15 clusters Score -1.17945e+08 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25385 members 
Mstep: Class 4 contains 18605 members 
Mstep: Class 5 contains 59437 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 195555 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 11 contains 175152 members 
Mstep: Class 12 contains 15683 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 233301 members 
Mstep: Class 17 contains 168583 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 112219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117948472.000000 Penalty: 48033.378906
Iteration 25Q: 15 clusters Score -1.179485e+08 nChanged 20842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25336 members 
Mstep: Class 4 contains 18418 members 
Mstep: Class 5 contains 60570 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 190629 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 11 contains 185594 members 
Mstep: Class 12 contains 15067 members 
Mstep: Class 13 contains 4134 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 225888 members 
Mstep: Class 17 contains 170088 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 112523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3106.817871 but Gain 3430.957031
Score: -117952784.000000 Penalty: 44602.421875
Iteration 26Q: 14 clusters Score -1.179528e+08 nChanged 23164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25300 members 
Mstep: Class 4 contains 18270 members 
Mstep: Class 5 contains 61767 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 186408 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 11 contains 197955 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 218124 members 
Mstep: Class 17 contains 171501 members 
Mstep: Class 19 contains 112839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117958016.000000 Penalty: 44602.421875
Iteration 27Q: 14 clusters Score -1.17958e+08 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25298 members 
Mstep: Class 4 contains 18163 members 
Mstep: Class 5 contains 62986 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 182525 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 11 contains 208295 members 
Mstep: Class 12 contains 13962 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 209969 members 
Mstep: Class 17 contains 172342 members 
Mstep: Class 19 contains 113184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3393.800049 but Gain 3430.953125
Score: -117960720.000000 Penalty: 41171.468750
Iteration 28Q: 13 clusters Score -1.179607e+08 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25308 members 
Mstep: Class 4 contains 18078 members 
Mstep: Class 5 contains 64106 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 180284 members 
Mstep: Class 11 contains 216995 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 203494 members 
Mstep: Class 17 contains 173426 members 
Mstep: Class 19 contains 114247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117964512.000000 Penalty: 41171.468750
Iteration 29Q: 13 clusters Score -1.179645e+08 nChanged 17302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25311 members 
Mstep: Class 4 contains 18011 members 
Mstep: Class 5 contains 65141 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 178344 members 
Mstep: Class 11 contains 222298 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 197919 members 
Mstep: Class 17 contains 174389 members 
Mstep: Class 19 contains 114681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117965952.000000 Penalty: 41171.468750
Iteration 30Q: 13 clusters Score -1.17966e+08 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25324 members 
Mstep: Class 4 contains 17953 members 
Mstep: Class 5 contains 66126 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 177238 members 
Mstep: Class 11 contains 224697 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 194378 members 
Mstep: Class 17 contains 175346 members 
Mstep: Class 19 contains 115067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117967224.000000 Penalty: 41171.468750
Iteration 31Q: 13 clusters Score -1.179672e+08 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25344 members 
Mstep: Class 4 contains 17903 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 176679 members 
Mstep: Class 11 contains 224908 members 
Mstep: Class 12 contains 11902 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 192406 members 
Mstep: Class 17 contains 176327 members 
Mstep: Class 19 contains 115373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117968200.000000 Penalty: 41171.468750
Iteration 32Q: 13 clusters Score -1.179682e+08 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25373 members 
Mstep: Class 4 contains 17862 members 
Mstep: Class 5 contains 67868 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 176538 members 
Mstep: Class 11 contains 223636 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 3664 members 
Mstep: Class 15 contains 191710 members 
Mstep: Class 17 contains 177087 members 
Mstep: Class 19 contains 115640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117968808.000000 Penalty: 41171.468750
Iteration 33Q: 13 clusters Score -1.179688e+08 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 68689 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 176633 members 
Mstep: Class 11 contains 221417 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 7488 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 191992 members 
Mstep: Class 17 contains 177595 members 
Mstep: Class 19 contains 115812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117970344.000000 Penalty: 41171.468750
Iteration 34Q: 13 clusters Score -1.179703e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25421 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 69466 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 176856 members 
Mstep: Class 11 contains 218825 members 
Mstep: Class 12 contains 11159 members 
Mstep: Class 13 contains 8149 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 192695 members 
Mstep: Class 17 contains 177896 members 
Mstep: Class 19 contains 115959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117971656.000000 Penalty: 41171.468750
Iteration 35Q: 13 clusters Score -1.179717e+08 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25433 members 
Mstep: Class 4 contains 17742 members 
Mstep: Class 5 contains 70249 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 177121 members 
Mstep: Class 11 contains 216066 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 8819 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 193690 members 
Mstep: Class 17 contains 177944 members 
Mstep: Class 19 contains 116128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117972832.000000 Penalty: 41171.468750
Iteration 36Q: 13 clusters Score -1.179728e+08 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25437 members 
Mstep: Class 4 contains 17717 members 
Mstep: Class 5 contains 71001 members 
Mstep: Class 6 contains 1295 members 
Mstep: Class 7 contains 177470 members 
Mstep: Class 11 contains 213348 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 194855 members 
Mstep: Class 17 contains 177747 members 
Mstep: Class 19 contains 116291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117973832.000000 Penalty: 41171.468750
Iteration 37Q: 13 clusters Score -1.179738e+08 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 25440 members 
Mstep: Class 4 contains 17687 members 
Mstep: Class 5 contains 71701 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 177885 members 
Mstep: Class 11 contains 210747 members 
Mstep: Class 12 contains 10749 members 
Mstep: Class 13 contains 10086 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 196106 members 
Mstep: Class 17 contains 177368 members 
Mstep: Class 19 contains 116429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117975448.000000 Penalty: 41171.468750
Iteration 38Q: 13 clusters Score -1.179754e+08 nChanged 7379
Entering ConstructFrom: 
Score: -117975448.000000 Penalty: 41171.468750
Entering ConstructFrom: 
Trying to split cluster 2 (25450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Entering Unmasked Estep 
Score: -2942380.250000 Penalty: 2515.828857
	Iteration 0F: 2 clusters Score -2942380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2924812.000000 Penalty: 5031.657715
	Iteration 0F: 3 clusters Score -2924812 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2931230.750000 Penalty: 5031.657715
	Iteration 1F: 3 clusters Score -2931231 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2932655.500000 Penalty: 5031.657715
	Iteration 2F: 3 clusters Score -2932656 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2934706.750000 Penalty: 5031.657715
	Iteration 3F: 3 clusters Score -2934707 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2936895.750000 Penalty: 5031.657715
	Iteration 4F: 3 clusters Score -2936896 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2939100.000000 Penalty: 5031.657715
	Iteration 5F: 3 clusters Score -2939100 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2940772.250000 Penalty: 5031.657715
	Iteration 6F: 3 clusters Score -2940772 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2941945.500000 Penalty: 5031.657715
	Iteration 7F: 3 clusters Score -2941946 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2942827.500000 Penalty: 5031.657715
	Iteration 8Q: 3 clusters Score -2942828 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2943396.750000 Penalty: 5031.657715
	Iteration 9Q: 3 clusters Score -2943397 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2943678.000000 Penalty: 5031.657715
	Iteration 10Q: 3 clusters Score -2943678 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2943780.000000 Penalty: 5031.657715
	Iteration 11Q: 3 clusters Score -2943780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2943845.250000 Penalty: 5031.657715
	Iteration 12Q: 3 clusters Score -2943845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2943893.250000 Penalty: 5031.657715
	Iteration 13Q: 3 clusters Score -2943893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2943924.000000 Penalty: 5031.657715
	Iteration 14Q: 3 clusters Score -2943924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2943958.500000 Penalty: 5031.657715
	Iteration 15Q: 3 clusters Score -2943958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2943966.500000 Penalty: 5031.657715
	Iteration 16Q: 3 clusters Score -2943966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2943988.250000 Penalty: 5031.657715
	Iteration 17Q: 3 clusters Score -2943988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2943993.250000 Penalty: 5031.657715
	Iteration 18Q: 3 clusters Score -2943993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2944017.250000 Penalty: 5031.657715
	Iteration 19Q: 3 clusters Score -2944017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2944040.250000 Penalty: 5031.657715
	Iteration 20F: 3 clusters Score -2944040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2944051.500000 Penalty: 5031.657715
	Iteration 21Q: 3 clusters Score -2944052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2944075.500000 Penalty: 5031.657715
	Iteration 22Q: 3 clusters Score -2944076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2944118.250000 Penalty: 5031.657715
	Iteration 23Q: 3 clusters Score -2944118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2944167.750000 Penalty: 5031.657715
	Iteration 24Q: 3 clusters Score -2944168 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2944253.000000 Penalty: 5031.657715
	Iteration 25Q: 3 clusters Score -2944253 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2944445.500000 Penalty: 5031.657715
	Iteration 26Q: 3 clusters Score -2944446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2944759.000000 Penalty: 5031.657715
	Iteration 27Q: 3 clusters Score -2944759 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2945450.000000 Penalty: 5031.657715
	Iteration 28Q: 3 clusters Score -2945450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2946294.500000 Penalty: 5031.657715
	Iteration 29Q: 3 clusters Score -2946294 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2946627.500000 Penalty: 5031.657715
	Iteration 30Q: 3 clusters Score -2946628 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2946678.750000 Penalty: 5031.657715
	Iteration 31Q: 3 clusters Score -2946679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2946682.750000 Penalty: 5031.657715
	Iteration 32Q: 3 clusters Score -2946683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2946691.750000 Penalty: 5031.657715
	Iteration 33Q: 3 clusters Score -2946692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2946692.750000 Penalty: 5031.657715
	Iteration 34Q: 3 clusters Score -2946693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2946691.750000 Penalty: 5031.657715
	Iteration 35Q: 3 clusters Score -2946692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2946688.500000 Penalty: 5031.657715
	Iteration 36Q: 3 clusters Score -2946688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2946688.500000 Penalty: 5031.657715
	Iteration 37F: 3 clusters Score -2946688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 178287 members 
Mstep: Class 11 contains 208572 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 116529 members 
Entering Unmasked Estep 
Score: -117979880.000000 Penalty: 44602.421875
Splitting cluster 2 changes total score from -117975448.000000 to -117979880.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (17668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Entering Unmasked Estep 
Score: -1993896.000000 Penalty: 2425.318604
	Iteration 0F: 2 clusters Score -1993896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1981505.000000 Penalty: 4850.637207
	Iteration 0F: 3 clusters Score -1981505 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1986249.500000 Penalty: 4850.637207
	Iteration 1F: 3 clusters Score -1986250 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1986992.125000 Penalty: 4850.637207
	Iteration 2F: 3 clusters Score -1986992 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1987532.500000 Penalty: 4850.637207
	Iteration 3F: 3 clusters Score -1987532 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1988055.000000 Penalty: 4850.637207
	Iteration 4F: 3 clusters Score -1988055 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1988643.125000 Penalty: 4850.637207
	Iteration 5F: 3 clusters Score -1988643 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1989319.625000 Penalty: 4850.637207
	Iteration 6F: 3 clusters Score -1989320 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1990152.375000 Penalty: 4850.637207
	Iteration 7F: 3 clusters Score -1990152 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1991061.125000 Penalty: 4850.637207
	Iteration 8F: 3 clusters Score -1991061 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1991871.875000 Penalty: 4850.637207
	Iteration 9F: 3 clusters Score -1991872 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1992499.500000 Penalty: 4850.637207
	Iteration 10Q: 3 clusters Score -1992500 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1992958.875000 Penalty: 4850.637207
	Iteration 11Q: 3 clusters Score -1992959 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1993177.750000 Penalty: 4850.637207
	Iteration 12Q: 3 clusters Score -1993178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1993301.125000 Penalty: 4850.637207
	Iteration 13Q: 3 clusters Score -1993301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1993373.125000 Penalty: 4850.637207
	Iteration 14Q: 3 clusters Score -1993373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1993407.250000 Penalty: 4850.637207
	Iteration 15Q: 3 clusters Score -1993407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1993424.250000 Penalty: 4850.637207
	Iteration 16Q: 3 clusters Score -1993424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1993436.250000 Penalty: 4850.637207
	Iteration 17Q: 3 clusters Score -1993436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1993438.375000 Penalty: 4850.637207
	Iteration 18Q: 3 clusters Score -1993438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1993440.500000 Penalty: 4850.637207
	Iteration 19Q: 3 clusters Score -1993440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1993447.375000 Penalty: 4850.637207
	Iteration 20F: 3 clusters Score -1993447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1993450.375000 Penalty: 4850.637207
	Iteration 21Q: 3 clusters Score -1993450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1993450.125000 Penalty: 4850.637207
	Iteration 22Q: 3 clusters Score -1993450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1993449.750000 Penalty: 4850.637207
	Iteration 23Q: 3 clusters Score -1993450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1993451.875000 Penalty: 4850.637207
	Iteration 24Q: 3 clusters Score -1993452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1993451.875000 Penalty: 4850.637207
	Iteration 25F: 3 clusters Score -1993452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Entering Unmasked Estep 
Score: -8411105.000000 Penalty: 2775.062500
	Iteration 0F: 2 clusters Score -8411105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -8362740.500000 Penalty: 5550.125000
	Iteration 0F: 3 clusters Score -8362740 nChanged 33777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8381779.000000 Penalty: 5550.125000
	Iteration 1F: 3 clusters Score -8381779 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -8382564.500000 Penalty: 5550.125000
	Iteration 2Q: 3 clusters Score -8382564 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -8383565.000000 Penalty: 5550.125000
	Iteration 3Q: 3 clusters Score -8383565 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8384990.000000 Penalty: 5550.125000
	Iteration 4Q: 3 clusters Score -8384990 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -8387039.500000 Penalty: 5550.125000
	Iteration 5F: 3 clusters Score -8387040 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8389842.000000 Penalty: 5550.125000
	Iteration 6F: 3 clusters Score -8389842 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -8393065.000000 Penalty: 5550.125000
	Iteration 7F: 3 clusters Score -8393065 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -8396552.000000 Penalty: 5550.125000
	Iteration 8F: 3 clusters Score -8396552 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -8400210.000000 Penalty: 5550.125000
	Iteration 9F: 3 clusters Score -8400210 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8403625.000000 Penalty: 5550.125000
	Iteration 10F: 3 clusters Score -8403625 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8406317.000000 Penalty: 5550.125000
	Iteration 11Q: 3 clusters Score -8406317 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8407723.000000 Penalty: 5550.125000
	Iteration 12Q: 3 clusters Score -8407723 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8408327.000000 Penalty: 5550.125000
	Iteration 13Q: 3 clusters Score -8408327 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8408536.000000 Penalty: 5550.125000
	Iteration 14Q: 3 clusters Score -8408536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8408615.000000 Penalty: 5550.125000
	Iteration 15Q: 3 clusters Score -8408615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8408664.000000 Penalty: 5550.125000
	Iteration 16Q: 3 clusters Score -8408664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8408688.000000 Penalty: 5550.125000
	Iteration 17Q: 3 clusters Score -8408688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8408715.000000 Penalty: 5550.125000
	Iteration 18Q: 3 clusters Score -8408715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8408729.000000 Penalty: 5550.125000
	Iteration 19Q: 3 clusters Score -8408729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8408735.000000 Penalty: 5550.125000
	Iteration 20F: 3 clusters Score -8408735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8408743.000000 Penalty: 5550.125000
	Iteration 21Q: 3 clusters Score -8408743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8408743.000000 Penalty: 5550.125000
	Iteration 22Q: 3 clusters Score -8408743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8408749.000000 Penalty: 5550.125000
	Iteration 23Q: 3 clusters Score -8408749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8408748.000000 Penalty: 5550.125000
	Iteration 24Q: 3 clusters Score -8408748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8408760.000000 Penalty: 5550.125000
	Iteration 25Q: 3 clusters Score -8408760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8408760.000000 Penalty: 5550.125000
	Iteration 26F: 3 clusters Score -8408760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -132667.421875 Penalty: 1777.998779
	Iteration 0F: 2 clusters Score -132667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -130649.515625 Penalty: 3555.997559
	Iteration 0F: 3 clusters Score -130649.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131454.828125 Penalty: 3555.997559
	Iteration 1F: 3 clusters Score -131454.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131887.640625 Penalty: 3555.997559
	Iteration 2F: 3 clusters Score -131887.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -132451.531250 Penalty: 3555.997559
	Iteration 3F: 3 clusters Score -132451.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -132688.296875 Penalty: 3555.997559
	Iteration 4F: 3 clusters Score -132688.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -132843.531250 Penalty: 3555.997559
	Iteration 5Q: 3 clusters Score -132843.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -132900.484375 Penalty: 3555.997559
	Iteration 6Q: 3 clusters Score -132900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132926.656250 Penalty: 3555.997559
	Iteration 7Q: 3 clusters Score -132926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -132950.859375 Penalty: 3555.997559
	Iteration 8Q: 3 clusters Score -132950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -132988.984375 Penalty: 3555.997559
	Iteration 9Q: 3 clusters Score -132989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -132997.656250 Penalty: 3555.997559
	Iteration 10Q: 3 clusters Score -132997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133000.453125 Penalty: 3555.997559
	Iteration 11Q: 3 clusters Score -133000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -133000.921875 Penalty: 3555.997559
	Iteration 12Q: 3 clusters Score -133000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -133008.093750 Penalty: 3555.997559
	Iteration 13F: 3 clusters Score -133008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133072.156250 Penalty: 3555.997559
	Iteration 14Q: 3 clusters Score -133072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133136.968750 Penalty: 3555.997559
	Iteration 15Q: 3 clusters Score -133137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -133207.000000 Penalty: 3555.997559
	Iteration 16Q: 3 clusters Score -133207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -133268.515625 Penalty: 3555.997559
	Iteration 17Q: 3 clusters Score -133268.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -133293.062500 Penalty: 3555.997559
	Iteration 18Q: 3 clusters Score -133293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -133301.687500 Penalty: 3555.997559
	Iteration 19Q: 3 clusters Score -133301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -133310.000000 Penalty: 3555.997559
	Iteration 20F: 3 clusters Score -133310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133339.046875 Penalty: 3555.997559
	Iteration 21Q: 3 clusters Score -133339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -133362.734375 Penalty: 3555.997559
	Iteration 22Q: 3 clusters Score -133362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -133374.000000 Penalty: 3555.997559
	Iteration 23Q: 3 clusters Score -133374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -133382.328125 Penalty: 3555.997559
	Iteration 24Q: 3 clusters Score -133382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133384.390625 Penalty: 3555.997559
	Iteration 25Q: 3 clusters Score -133384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -133385.593750 Penalty: 3555.997559
	Iteration 26Q: 3 clusters Score -133385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -133385.875000 Penalty: 3555.997559
	Iteration 27Q: 3 clusters Score -133385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -133385.875000 Penalty: 3555.997559
	Iteration 28F: 3 clusters Score -133385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 178287 members 
Mstep: Class 11 contains 208572 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 116529 members 
Entering Unmasked Estep 
Score: -117979000.000000 Penalty: 48033.378906
Splitting cluster 6 changes total score from -117975448.000000 to -117979000.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (178287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178287 members 
Entering Unmasked Estep 
Score: -21128116.000000 Penalty: 2998.605225
	Iteration 0F: 2 clusters Score -2.112812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -21016738.000000 Penalty: 5997.210449
	Iteration 0F: 3 clusters Score -2.101674e+07 nChanged 85495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -21066890.000000 Penalty: 5997.210449
	Iteration 1F: 3 clusters Score -2.106689e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -21068686.000000 Penalty: 5997.210449
	Iteration 2Q: 3 clusters Score -2.106869e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -21071488.000000 Penalty: 5997.210449
	Iteration 3Q: 3 clusters Score -2.107149e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -21075990.000000 Penalty: 5997.210449
	Iteration 4Q: 3 clusters Score -2.107599e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -21082544.000000 Penalty: 5997.210449
	Iteration 5F: 3 clusters Score -2.108254e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -21091532.000000 Penalty: 5997.210449
	Iteration 6F: 3 clusters Score -2.109153e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -21102034.000000 Penalty: 5997.210449
	Iteration 7F: 3 clusters Score -2.110203e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -21112488.000000 Penalty: 5997.210449
	Iteration 8F: 3 clusters Score -2.111249e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -21119832.000000 Penalty: 5997.210449
	Iteration 9F: 3 clusters Score -2.111983e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -21123086.000000 Penalty: 5997.210449
	Iteration 10Q: 3 clusters Score -2.112309e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -21124344.000000 Penalty: 5997.210449
	Iteration 11Q: 3 clusters Score -2.112434e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -21125272.000000 Penalty: 5997.210449
	Iteration 12Q: 3 clusters Score -2.112527e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -21126050.000000 Penalty: 5997.210449
	Iteration 13Q: 3 clusters Score -2.112605e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -21126650.000000 Penalty: 5997.210449
	Iteration 14Q: 3 clusters Score -2.112665e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 139519 members 
Entering Unmasked Estep 
Score: -21127084.000000 Penalty: 5997.210449
	Iteration 15Q: 3 clusters Score -2.112708e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 141289 members 
Entering Unmasked Estep 
Score: -21127538.000000 Penalty: 5997.210449
	Iteration 16Q: 3 clusters Score -2.112754e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 142997 members 
Entering Unmasked Estep 
Score: -21127780.000000 Penalty: 5997.210449
	Iteration 17Q: 3 clusters Score -2.112778e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 144577 members 
Entering Unmasked Estep 
Score: -21128018.000000 Penalty: 5997.210449
	Iteration 18Q: 3 clusters Score -2.112802e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -21128286.000000 Penalty: 5997.210449
	Iteration 19Q: 3 clusters Score -2.112829e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -21128522.000000 Penalty: 5997.210449
	Iteration 20F: 3 clusters Score -2.112852e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 148968 members 
Entering Unmasked Estep 
Score: -21128744.000000 Penalty: 5997.210449
	Iteration 21Q: 3 clusters Score -2.112874e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -21128984.000000 Penalty: 5997.210449
	Iteration 22Q: 3 clusters Score -2.112898e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -21129282.000000 Penalty: 5997.210449
	Iteration 23Q: 3 clusters Score -2.112928e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 153194 members 
Entering Unmasked Estep 
Score: -21129484.000000 Penalty: 5997.210449
	Iteration 24Q: 3 clusters Score -2.112948e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 154592 members 
Entering Unmasked Estep 
Score: -21129826.000000 Penalty: 5997.210449
	Iteration 25Q: 3 clusters Score -2.112983e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -21130092.000000 Penalty: 5997.210449
	Iteration 26Q: 3 clusters Score -2.113009e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -21130428.000000 Penalty: 5997.210449
	Iteration 27Q: 3 clusters Score -2.113043e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -21130520.000000 Penalty: 5997.210449
	Iteration 28Q: 3 clusters Score -2.113052e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -21130482.000000 Penalty: 5997.210449
	Iteration 29Q: 3 clusters Score -2.113048e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -21130572.000000 Penalty: 5997.210449
	Iteration 30Q: 3 clusters Score -2.113057e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -21130588.000000 Penalty: 5997.210449
	Iteration 31Q: 3 clusters Score -2.113059e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -21130572.000000 Penalty: 5997.210449
	Iteration 32Q: 3 clusters Score -2.113057e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -21130688.000000 Penalty: 5997.210449
	Iteration 33Q: 3 clusters Score -2.113069e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -21130690.000000 Penalty: 5997.210449
	Iteration 34Q: 3 clusters Score -2.113069e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -21130732.000000 Penalty: 5997.210449
	Iteration 35Q: 3 clusters Score -2.113073e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 166061 members 
Entering Unmasked Estep 
Score: -21130714.000000 Penalty: 5997.210449
	Iteration 36Q: 3 clusters Score -2.113071e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -21130710.000000 Penalty: 5997.210449
	Iteration 37Q: 3 clusters Score -2.113071e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -21130664.000000 Penalty: 5997.210449
	Iteration 38Q: 3 clusters Score -2.113066e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 167727 members 
Entering Unmasked Estep 
Score: -21130532.000000 Penalty: 5997.210449
	Iteration 39Q: 3 clusters Score -2.113053e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -21130414.000000 Penalty: 5997.210449
	Iteration 40F: 3 clusters Score -2.113041e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -21130358.000000 Penalty: 5997.210449
	Iteration 41Q: 3 clusters Score -2.113036e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -21130268.000000 Penalty: 5997.210449
	Iteration 42Q: 3 clusters Score -2.113027e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -21130232.000000 Penalty: 5997.210449
	Iteration 43Q: 3 clusters Score -2.113023e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -21130214.000000 Penalty: 5997.210449
	Iteration 44Q: 3 clusters Score -2.113021e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -21130186.000000 Penalty: 5997.210449
	Iteration 45Q: 3 clusters Score -2.113019e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -21130182.000000 Penalty: 5997.210449
	Iteration 46Q: 3 clusters Score -2.113018e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -21130168.000000 Penalty: 5997.210449
	Iteration 47Q: 3 clusters Score -2.113017e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -21130152.000000 Penalty: 5997.210449
	Iteration 48Q: 3 clusters Score -2.113015e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 170375 members 
Entering Unmasked Estep 
Score: -21130122.000000 Penalty: 5997.210449
	Iteration 49Q: 3 clusters Score -2.113012e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 170514 members 
Entering Unmasked Estep 
Score: -21130102.000000 Penalty: 5997.210449
	Iteration 50Q: 3 clusters Score -2.11301e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -21130074.000000 Penalty: 5997.210449
	Iteration 51Q: 3 clusters Score -2.113007e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 170773 members 
Entering Unmasked Estep 
Score: -21129986.000000 Penalty: 5997.210449
	Iteration 52Q: 3 clusters Score -2.112999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 170868 members 
Entering Unmasked Estep 
Score: -21129970.000000 Penalty: 5997.210449
	Iteration 53Q: 3 clusters Score -2.112997e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 170990 members 
Entering Unmasked Estep 
Score: -21129968.000000 Penalty: 5997.210449
	Iteration 54Q: 3 clusters Score -2.112997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -21129916.000000 Penalty: 5997.210449
	Iteration 55Q: 3 clusters Score -2.112992e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -21129900.000000 Penalty: 5997.210449
	Iteration 56Q: 3 clusters Score -2.11299e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -21129894.000000 Penalty: 5997.210449
	Iteration 57Q: 3 clusters Score -2.112989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -21129926.000000 Penalty: 5997.210449
	Iteration 58Q: 3 clusters Score -2.112993e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -21129844.000000 Penalty: 5997.210449
	Iteration 59Q: 3 clusters Score -2.112984e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 171552 members 
Entering Unmasked Estep 
Score: -21129834.000000 Penalty: 5997.210449
	Iteration 60F: 3 clusters Score -2.112983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 171624 members 
Entering Unmasked Estep 
Score: -21129768.000000 Penalty: 5997.210449
	Iteration 61Q: 3 clusters Score -2.112977e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -21129774.000000 Penalty: 5997.210449
	Iteration 62Q: 3 clusters Score -2.112977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -21129790.000000 Penalty: 5997.210449
	Iteration 63Q: 3 clusters Score -2.112979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -21129754.000000 Penalty: 5997.210449
	Iteration 64Q: 3 clusters Score -2.112975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -21129740.000000 Penalty: 5997.210449
	Iteration 65Q: 3 clusters Score -2.112974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -21129744.000000 Penalty: 5997.210449
	Iteration 66Q: 3 clusters Score -2.112974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 171858 members 
Entering Unmasked Estep 
Score: -21129716.000000 Penalty: 5997.210449
	Iteration 67Q: 3 clusters Score -2.112972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -21129710.000000 Penalty: 5997.210449
	Iteration 68Q: 3 clusters Score -2.112971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -21129702.000000 Penalty: 5997.210449
	Iteration 69Q: 3 clusters Score -2.11297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -21129708.000000 Penalty: 5997.210449
	Iteration 70Q: 3 clusters Score -2.112971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -21129674.000000 Penalty: 5997.210449
	Iteration 71Q: 3 clusters Score -2.112967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 172037 members 
Entering Unmasked Estep 
Score: -21129674.000000 Penalty: 5997.210449
	Iteration 72Q: 3 clusters Score -2.112967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 172070 members 
Entering Unmasked Estep 
Score: -21129674.000000 Penalty: 5997.210449
	Iteration 73Q: 3 clusters Score -2.112967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -21129664.000000 Penalty: 5997.210449
	Iteration 74Q: 3 clusters Score -2.112966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -21129682.000000 Penalty: 5997.210449
	Iteration 75Q: 3 clusters Score -2.112968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -21129666.000000 Penalty: 5997.210449
	Iteration 76Q: 3 clusters Score -2.112967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -21129652.000000 Penalty: 5997.210449
	Iteration 77Q: 3 clusters Score -2.112965e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 172183 members 
Entering Unmasked Estep 
Score: -21129634.000000 Penalty: 5997.210449
	Iteration 78Q: 3 clusters Score -2.112963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -21129592.000000 Penalty: 5997.210449
	Iteration 79Q: 3 clusters Score -2.112959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -21129584.000000 Penalty: 5997.210449
	Iteration 80F: 3 clusters Score -2.112958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -21129560.000000 Penalty: 5997.210449
	Iteration 81Q: 3 clusters Score -2.112956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -21129544.000000 Penalty: 5997.210449
	Iteration 82Q: 3 clusters Score -2.112954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -21129552.000000 Penalty: 5997.210449
	Iteration 83Q: 3 clusters Score -2.112955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 172282 members 
Entering Unmasked Estep 
Score: -21129514.000000 Penalty: 5997.210449
	Iteration 84Q: 3 clusters Score -2.112951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -21129524.000000 Penalty: 5997.210449
	Iteration 85Q: 3 clusters Score -2.112952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -21129520.000000 Penalty: 5997.210449
	Iteration 86Q: 3 clusters Score -2.112952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -21129526.000000 Penalty: 5997.210449
	Iteration 87Q: 3 clusters Score -2.112953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 172331 members 
Entering Unmasked Estep 
Score: -21129518.000000 Penalty: 5997.210449
	Iteration 88Q: 3 clusters Score -2.112952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 172345 members 
Entering Unmasked Estep 
Score: -21129512.000000 Penalty: 5997.210449
	Iteration 89Q: 3 clusters Score -2.112951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 172360 members 
Entering Unmasked Estep 
Score: -21129512.000000 Penalty: 5997.210449
	Iteration 90Q: 3 clusters Score -2.112951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -21129512.000000 Penalty: 5997.210449
	Iteration 91Q: 3 clusters Score -2.112951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -21129512.000000 Penalty: 5997.210449
	Iteration 92Q: 3 clusters Score -2.112951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 172390 members 
Entering Unmasked Estep 
Score: -21129514.000000 Penalty: 5997.210449
	Iteration 93Q: 3 clusters Score -2.112951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -21129530.000000 Penalty: 5997.210449
	Iteration 94Q: 3 clusters Score -2.112953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -21129540.000000 Penalty: 5997.210449
	Iteration 95Q: 3 clusters Score -2.112954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 172405 members 
Entering Unmasked Estep 
Score: -21129526.000000 Penalty: 5997.210449
	Iteration 96Q: 3 clusters Score -2.112953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 172410 members 
Entering Unmasked Estep 
Score: -21129532.000000 Penalty: 5997.210449
	Iteration 97Q: 3 clusters Score -2.112953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -21129530.000000 Penalty: 5997.210449
	Iteration 98Q: 3 clusters Score -2.112953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 172427 members 
Entering Unmasked Estep 
Score: -21129540.000000 Penalty: 5997.210449
	Iteration 99Q: 3 clusters Score -2.112954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -21129558.000000 Penalty: 5997.210449
	Iteration 100F: 3 clusters Score -2.112956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -21129554.000000 Penalty: 5997.210449
	Iteration 101Q: 3 clusters Score -2.112955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -21129558.000000 Penalty: 5997.210449
	Iteration 102Q: 3 clusters Score -2.112956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 172453 members 
Entering Unmasked Estep 
Score: -21129568.000000 Penalty: 5997.210449
	Iteration 103Q: 3 clusters Score -2.112957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -21129542.000000 Penalty: 5997.210449
	Iteration 104Q: 3 clusters Score -2.112954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -21129570.000000 Penalty: 5997.210449
	Iteration 105Q: 3 clusters Score -2.112957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -21129580.000000 Penalty: 5997.210449
	Iteration 106Q: 3 clusters Score -2.112958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 172475 members 
Entering Unmasked Estep 
Score: -21129570.000000 Penalty: 5997.210449
	Iteration 107Q: 3 clusters Score -2.112957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 172480 members 
Entering Unmasked Estep 
Score: -21129566.000000 Penalty: 5997.210449
	Iteration 108Q: 3 clusters Score -2.112957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 172484 members 
Entering Unmasked Estep 
Score: -21129556.000000 Penalty: 5997.210449
	Iteration 109Q: 3 clusters Score -2.112956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -21129544.000000 Penalty: 5997.210449
	Iteration 110Q: 3 clusters Score -2.112954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 172489 members 
Entering Unmasked Estep 
Score: -21129540.000000 Penalty: 5997.210449
	Iteration 111Q: 3 clusters Score -2.112954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 172491 members 
Entering Unmasked Estep 
Score: -21129552.000000 Penalty: 5997.210449
	Iteration 112Q: 3 clusters Score -2.112955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -21129546.000000 Penalty: 5997.210449
	Iteration 113Q: 3 clusters Score -2.112955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -21129546.000000 Penalty: 5997.210449
	Iteration 114F: 3 clusters Score -2.112955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 172492 members 
Mstep: Class 11 contains 208572 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 116529 members 
Entering Unmasked Estep 
Score: -117980224.000000 Penalty: 51464.335938
Splitting cluster 7 changes total score from -117975448.000000 to -117980224.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (208572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208572 members 
Entering Unmasked Estep 
Score: -24584710.000000 Penalty: 3037.513672
	Iteration 0F: 2 clusters Score -2.458471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 104354 members 
Entering Unmasked Estep 
Score: -24457528.000000 Penalty: 6075.027344
	Iteration 0F: 3 clusters Score -2.445753e+07 nChanged 100060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -24516536.000000 Penalty: 6075.027344
	Iteration 1F: 3 clusters Score -2.451654e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -24518240.000000 Penalty: 6075.027344
	Iteration 2Q: 3 clusters Score -2.451824e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -24520514.000000 Penalty: 6075.027344
	Iteration 3Q: 3 clusters Score -2.452051e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -24524538.000000 Penalty: 6075.027344
	Iteration 4Q: 3 clusters Score -2.452454e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -24531034.000000 Penalty: 6075.027344
	Iteration 5F: 3 clusters Score -2.453103e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 106729 members 
Entering Unmasked Estep 
Score: -24540550.000000 Penalty: 6075.027344
	Iteration 6F: 3 clusters Score -2.454055e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 106364 members 
Entering Unmasked Estep 
Score: -24551974.000000 Penalty: 6075.027344
	Iteration 7F: 3 clusters Score -2.455197e+07 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -24562144.000000 Penalty: 6075.027344
	Iteration 8F: 3 clusters Score -2.456214e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -24567534.000000 Penalty: 6075.027344
	Iteration 9F: 3 clusters Score -2.456753e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -24569418.000000 Penalty: 6075.027344
	Iteration 10Q: 3 clusters Score -2.456942e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -24570196.000000 Penalty: 6075.027344
	Iteration 11Q: 3 clusters Score -2.45702e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -24570526.000000 Penalty: 6075.027344
	Iteration 12Q: 3 clusters Score -2.457053e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -24570954.000000 Penalty: 6075.027344
	Iteration 13Q: 3 clusters Score -2.457095e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110771 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -24571428.000000 Penalty: 6075.027344
	Iteration 14Q: 3 clusters Score -2.457143e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -24572250.000000 Penalty: 6075.027344
	Iteration 15Q: 3 clusters Score -2.457225e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -24572882.000000 Penalty: 6075.027344
	Iteration 16Q: 3 clusters Score -2.457288e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116419 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -24573490.000000 Penalty: 6075.027344
	Iteration 17Q: 3 clusters Score -2.457349e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -24574170.000000 Penalty: 6075.027344
	Iteration 18Q: 3 clusters Score -2.457417e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120757 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -24574896.000000 Penalty: 6075.027344
	Iteration 19Q: 3 clusters Score -2.45749e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -24575578.000000 Penalty: 6075.027344
	Iteration 20F: 3 clusters Score -2.457558e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -24576332.000000 Penalty: 6075.027344
	Iteration 21Q: 3 clusters Score -2.457633e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -24577148.000000 Penalty: 6075.027344
	Iteration 22Q: 3 clusters Score -2.457715e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -24577956.000000 Penalty: 6075.027344
	Iteration 23Q: 3 clusters Score -2.457796e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -24578526.000000 Penalty: 6075.027344
	Iteration 24Q: 3 clusters Score -2.457853e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -24579080.000000 Penalty: 6075.027344
	Iteration 25Q: 3 clusters Score -2.457908e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -24579668.000000 Penalty: 6075.027344
	Iteration 26Q: 3 clusters Score -2.457967e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -24580248.000000 Penalty: 6075.027344
	Iteration 27Q: 3 clusters Score -2.458025e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -24580688.000000 Penalty: 6075.027344
	Iteration 28Q: 3 clusters Score -2.458069e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -24581334.000000 Penalty: 6075.027344
	Iteration 29Q: 3 clusters Score -2.458133e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -24581782.000000 Penalty: 6075.027344
	Iteration 30Q: 3 clusters Score -2.458178e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -24582336.000000 Penalty: 6075.027344
	Iteration 31Q: 3 clusters Score -2.458234e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -24582806.000000 Penalty: 6075.027344
	Iteration 32Q: 3 clusters Score -2.458281e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -24583284.000000 Penalty: 6075.027344
	Iteration 33Q: 3 clusters Score -2.458328e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158256 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -24583704.000000 Penalty: 6075.027344
	Iteration 34Q: 3 clusters Score -2.45837e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -24584034.000000 Penalty: 6075.027344
	Iteration 35Q: 3 clusters Score -2.458403e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -24584518.000000 Penalty: 6075.027344
	Iteration 36Q: 3 clusters Score -2.458452e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -24584746.000000 Penalty: 6075.027344
	Iteration 37Q: 3 clusters Score -2.458475e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -24585050.000000 Penalty: 6075.027344
	Iteration 38Q: 3 clusters Score -2.458505e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -24585258.000000 Penalty: 6075.027344
	Iteration 39Q: 3 clusters Score -2.458526e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -24585380.000000 Penalty: 6075.027344
	Iteration 40F: 3 clusters Score -2.458538e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -24585526.000000 Penalty: 6075.027344
	Iteration 41Q: 3 clusters Score -2.458553e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177221 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -24585508.000000 Penalty: 6075.027344
	Iteration 42Q: 3 clusters Score -2.458551e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -24585486.000000 Penalty: 6075.027344
	Iteration 43Q: 3 clusters Score -2.458549e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180780 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -24585548.000000 Penalty: 6075.027344
	Iteration 44Q: 3 clusters Score -2.458555e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182411 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -24585728.000000 Penalty: 6075.027344
	Iteration 45Q: 3 clusters Score -2.458573e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183926 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -24585816.000000 Penalty: 6075.027344
	Iteration 46Q: 3 clusters Score -2.458582e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185308 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -24585802.000000 Penalty: 6075.027344
	Iteration 47Q: 3 clusters Score -2.45858e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -24585752.000000 Penalty: 6075.027344
	Iteration 48Q: 3 clusters Score -2.458575e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187697 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -24585634.000000 Penalty: 6075.027344
	Iteration 49Q: 3 clusters Score -2.458563e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -24585622.000000 Penalty: 6075.027344
	Iteration 50Q: 3 clusters Score -2.458562e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -24585518.000000 Penalty: 6075.027344
	Iteration 51Q: 3 clusters Score -2.458552e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190685 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -24585398.000000 Penalty: 6075.027344
	Iteration 52Q: 3 clusters Score -2.45854e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191540 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -24585374.000000 Penalty: 6075.027344
	Iteration 53Q: 3 clusters Score -2.458537e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192333 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -24585356.000000 Penalty: 6075.027344
	Iteration 54Q: 3 clusters Score -2.458536e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193121 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -24585332.000000 Penalty: 6075.027344
	Iteration 55Q: 3 clusters Score -2.458533e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193878 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -24585316.000000 Penalty: 6075.027344
	Iteration 56Q: 3 clusters Score -2.458532e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194606 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -24585338.000000 Penalty: 6075.027344
	Iteration 57Q: 3 clusters Score -2.458534e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -24585310.000000 Penalty: 6075.027344
	Iteration 58Q: 3 clusters Score -2.458531e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195866 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -24585306.000000 Penalty: 6075.027344
	Iteration 59Q: 3 clusters Score -2.458531e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196442 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -24585348.000000 Penalty: 6075.027344
	Iteration 60F: 3 clusters Score -2.458535e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196990 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -24585258.000000 Penalty: 6075.027344
	Iteration 61Q: 3 clusters Score -2.458526e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197506 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -24585288.000000 Penalty: 6075.027344
	Iteration 62Q: 3 clusters Score -2.458529e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -24585306.000000 Penalty: 6075.027344
	Iteration 63Q: 3 clusters Score -2.458531e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198378 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -24585232.000000 Penalty: 6075.027344
	Iteration 64Q: 3 clusters Score -2.458523e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198793 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -24585120.000000 Penalty: 6075.027344
	Iteration 65Q: 3 clusters Score -2.458512e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -24585022.000000 Penalty: 6075.027344
	Iteration 66Q: 3 clusters Score -2.458502e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199494 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -24585016.000000 Penalty: 6075.027344
	Iteration 67Q: 3 clusters Score -2.458502e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199769 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -24584976.000000 Penalty: 6075.027344
	Iteration 68Q: 3 clusters Score -2.458498e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200015 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -24584976.000000 Penalty: 6075.027344
	Iteration 69Q: 3 clusters Score -2.458498e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -24585036.000000 Penalty: 6075.027344
	Iteration 70Q: 3 clusters Score -2.458504e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200367 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -24585080.000000 Penalty: 6075.027344
	Iteration 71Q: 3 clusters Score -2.458508e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -24585052.000000 Penalty: 6075.027344
	Iteration 72Q: 3 clusters Score -2.458505e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200653 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -24585038.000000 Penalty: 6075.027344
	Iteration 73Q: 3 clusters Score -2.458504e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200773 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -24585002.000000 Penalty: 6075.027344
	Iteration 74Q: 3 clusters Score -2.4585e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200876 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -24584992.000000 Penalty: 6075.027344
	Iteration 75Q: 3 clusters Score -2.458499e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200963 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -24584950.000000 Penalty: 6075.027344
	Iteration 76Q: 3 clusters Score -2.458495e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201053 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -24584974.000000 Penalty: 6075.027344
	Iteration 77Q: 3 clusters Score -2.458497e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201132 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -24584976.000000 Penalty: 6075.027344
	Iteration 78Q: 3 clusters Score -2.458498e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201207 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -24584930.000000 Penalty: 6075.027344
	Iteration 79Q: 3 clusters Score -2.458493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201278 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -24584968.000000 Penalty: 6075.027344
	Iteration 80F: 3 clusters Score -2.458497e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201338 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -24584972.000000 Penalty: 6075.027344
	Iteration 81Q: 3 clusters Score -2.458497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201411 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -24584960.000000 Penalty: 6075.027344
	Iteration 82Q: 3 clusters Score -2.458496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201484 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -24585008.000000 Penalty: 6075.027344
	Iteration 83Q: 3 clusters Score -2.458501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201557 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -24584990.000000 Penalty: 6075.027344
	Iteration 84Q: 3 clusters Score -2.458499e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201627 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -24584950.000000 Penalty: 6075.027344
	Iteration 85Q: 3 clusters Score -2.458495e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201678 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -24584960.000000 Penalty: 6075.027344
	Iteration 86Q: 3 clusters Score -2.458496e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201723 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -24584962.000000 Penalty: 6075.027344
	Iteration 87Q: 3 clusters Score -2.458496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201759 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -24584942.000000 Penalty: 6075.027344
	Iteration 88Q: 3 clusters Score -2.458494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201795 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -24584954.000000 Penalty: 6075.027344
	Iteration 89Q: 3 clusters Score -2.458495e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201818 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -24584942.000000 Penalty: 6075.027344
	Iteration 90Q: 3 clusters Score -2.458494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201836 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -24584934.000000 Penalty: 6075.027344
	Iteration 91Q: 3 clusters Score -2.458493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201853 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -24584960.000000 Penalty: 6075.027344
	Iteration 92Q: 3 clusters Score -2.458496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201866 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -24584934.000000 Penalty: 6075.027344
	Iteration 93Q: 3 clusters Score -2.458493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201874 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -24584954.000000 Penalty: 6075.027344
	Iteration 94Q: 3 clusters Score -2.458495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201881 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -24584970.000000 Penalty: 6075.027344
	Iteration 95Q: 3 clusters Score -2.458497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201892 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -24584950.000000 Penalty: 6075.027344
	Iteration 96Q: 3 clusters Score -2.458495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201903 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -24584960.000000 Penalty: 6075.027344
	Iteration 97Q: 3 clusters Score -2.458496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201912 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -24584964.000000 Penalty: 6075.027344
	Iteration 98Q: 3 clusters Score -2.458496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201925 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -24584950.000000 Penalty: 6075.027344
	Iteration 99Q: 3 clusters Score -2.458495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201937 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -24584948.000000 Penalty: 6075.027344
	Iteration 100F: 3 clusters Score -2.458495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201950 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -24584950.000000 Penalty: 6075.027344
	Iteration 101Q: 3 clusters Score -2.458495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201962 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -24584930.000000 Penalty: 6075.027344
	Iteration 102Q: 3 clusters Score -2.458493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201978 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -24584904.000000 Penalty: 6075.027344
	Iteration 103Q: 3 clusters Score -2.45849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201997 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -24584898.000000 Penalty: 6075.027344
	Iteration 104Q: 3 clusters Score -2.45849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202013 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -24584902.000000 Penalty: 6075.027344
	Iteration 105Q: 3 clusters Score -2.45849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202024 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -24584900.000000 Penalty: 6075.027344
	Iteration 106Q: 3 clusters Score -2.45849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202031 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -24584904.000000 Penalty: 6075.027344
	Iteration 107Q: 3 clusters Score -2.45849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202040 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -24584900.000000 Penalty: 6075.027344
	Iteration 108Q: 3 clusters Score -2.45849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202046 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -24584896.000000 Penalty: 6075.027344
	Iteration 109Q: 3 clusters Score -2.45849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202053 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -24584900.000000 Penalty: 6075.027344
	Iteration 110Q: 3 clusters Score -2.45849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202058 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -24584890.000000 Penalty: 6075.027344
	Iteration 111Q: 3 clusters Score -2.458489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202067 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -24584896.000000 Penalty: 6075.027344
	Iteration 112Q: 3 clusters Score -2.45849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202078 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -24584896.000000 Penalty: 6075.027344
	Iteration 113Q: 3 clusters Score -2.45849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -24584904.000000 Penalty: 6075.027344
	Iteration 114Q: 3 clusters Score -2.45849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202102 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -24584906.000000 Penalty: 6075.027344
	Iteration 115Q: 3 clusters Score -2.458491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202111 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -24584908.000000 Penalty: 6075.027344
	Iteration 116Q: 3 clusters Score -2.458491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202123 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -24584896.000000 Penalty: 6075.027344
	Iteration 117Q: 3 clusters Score -2.45849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202131 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -24584882.000000 Penalty: 6075.027344
	Iteration 118Q: 3 clusters Score -2.458488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202137 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -24584894.000000 Penalty: 6075.027344
	Iteration 119Q: 3 clusters Score -2.458489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202143 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -24584894.000000 Penalty: 6075.027344
	Iteration 120F: 3 clusters Score -2.458489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202151 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -24584892.000000 Penalty: 6075.027344
	Iteration 121Q: 3 clusters Score -2.458489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202157 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -24584892.000000 Penalty: 6075.027344
	Iteration 122Q: 3 clusters Score -2.458489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202162 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -24584898.000000 Penalty: 6075.027344
	Iteration 123Q: 3 clusters Score -2.45849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202167 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -24584890.000000 Penalty: 6075.027344
	Iteration 124Q: 3 clusters Score -2.458489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202167 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -24584890.000000 Penalty: 6075.027344
	Iteration 125F: 3 clusters Score -2.458489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 172492 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 11 contains 202167 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 116529 members 
Entering Unmasked Estep 
Score: -117979616.000000 Penalty: 54895.289062
Splitting cluster 11 changes total score from -117975448.000000 to -117979616.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (10626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Entering Unmasked Estep 
Score: -1257356.125000 Penalty: 2299.222656
	Iteration 0F: 2 clusters Score -1257356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1249279.875000 Penalty: 4598.445312
	Iteration 0F: 3 clusters Score -1249280 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1251755.250000 Penalty: 4598.445312
	Iteration 1F: 3 clusters Score -1251755 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1252080.375000 Penalty: 4598.445312
	Iteration 2F: 3 clusters Score -1252080 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1252332.500000 Penalty: 4598.445312
	Iteration 3F: 3 clusters Score -1252332 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1252581.125000 Penalty: 4598.445312
	Iteration 4Q: 3 clusters Score -1252581 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1252831.375000 Penalty: 4598.445312
	Iteration 5Q: 3 clusters Score -1252831 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1253120.500000 Penalty: 4598.445312
	Iteration 6Q: 3 clusters Score -1253120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1253477.375000 Penalty: 4598.445312
	Iteration 7F: 3 clusters Score -1253477 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1253795.000000 Penalty: 4598.445312
	Iteration 8Q: 3 clusters Score -1253795 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1254082.875000 Penalty: 4598.445312
	Iteration 9Q: 3 clusters Score -1254083 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1254385.250000 Penalty: 4598.445312
	Iteration 10Q: 3 clusters Score -1254385 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1254671.250000 Penalty: 4598.445312
	Iteration 11Q: 3 clusters Score -1254671 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1254913.875000 Penalty: 4598.445312
	Iteration 12Q: 3 clusters Score -1254914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1255132.625000 Penalty: 4598.445312
	Iteration 13Q: 3 clusters Score -1255133 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1255332.125000 Penalty: 4598.445312
	Iteration 14Q: 3 clusters Score -1255332 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1255486.750000 Penalty: 4598.445312
	Iteration 15Q: 3 clusters Score -1255487 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1255571.250000 Penalty: 4598.445312
	Iteration 16Q: 3 clusters Score -1255571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1255631.000000 Penalty: 4598.445312
	Iteration 17Q: 3 clusters Score -1255631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1255669.000000 Penalty: 4598.445312
	Iteration 18Q: 3 clusters Score -1255669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1255692.500000 Penalty: 4598.445312
	Iteration 19Q: 3 clusters Score -1255692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1255704.375000 Penalty: 4598.445312
	Iteration 20F: 3 clusters Score -1255704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1255717.250000 Penalty: 4598.445312
	Iteration 21Q: 3 clusters Score -1255717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1255724.750000 Penalty: 4598.445312
	Iteration 22Q: 3 clusters Score -1255725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1255735.000000 Penalty: 4598.445312
	Iteration 23Q: 3 clusters Score -1255735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1255737.625000 Penalty: 4598.445312
	Iteration 24Q: 3 clusters Score -1255738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1255743.500000 Penalty: 4598.445312
	Iteration 25Q: 3 clusters Score -1255744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1255746.375000 Penalty: 4598.445312
	Iteration 26Q: 3 clusters Score -1255746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1255745.125000 Penalty: 4598.445312
	Iteration 27Q: 3 clusters Score -1255745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1255748.875000 Penalty: 4598.445312
	Iteration 28Q: 3 clusters Score -1255749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1255751.625000 Penalty: 4598.445312
	Iteration 29Q: 3 clusters Score -1255752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1255754.750000 Penalty: 4598.445312
	Iteration 30Q: 3 clusters Score -1255755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1255755.375000 Penalty: 4598.445312
	Iteration 31Q: 3 clusters Score -1255755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1255754.250000 Penalty: 4598.445312
	Iteration 32Q: 3 clusters Score -1255754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1255754.625000 Penalty: 4598.445312
	Iteration 33Q: 3 clusters Score -1255755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1255755.500000 Penalty: 4598.445312
	Iteration 34Q: 3 clusters Score -1255756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1255754.375000 Penalty: 4598.445312
	Iteration 35Q: 3 clusters Score -1255754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1255756.375000 Penalty: 4598.445312
	Iteration 36Q: 3 clusters Score -1255756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1255756.750000 Penalty: 4598.445312
	Iteration 37Q: 3 clusters Score -1255757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1255758.625000 Penalty: 4598.445312
	Iteration 38Q: 3 clusters Score -1255759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1255759.250000 Penalty: 4598.445312
	Iteration 39Q: 3 clusters Score -1255759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1255760.500000 Penalty: 4598.445312
	Iteration 40F: 3 clusters Score -1255760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1255758.500000 Penalty: 4598.445312
	Iteration 41Q: 3 clusters Score -1255758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1255759.125000 Penalty: 4598.445312
	Iteration 42Q: 3 clusters Score -1255759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1255762.000000 Penalty: 4598.445312
	Iteration 43Q: 3 clusters Score -1255762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1255764.125000 Penalty: 4598.445312
	Iteration 44Q: 3 clusters Score -1255764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1255761.125000 Penalty: 4598.445312
	Iteration 45Q: 3 clusters Score -1255761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1255763.750000 Penalty: 4598.445312
	Iteration 46Q: 3 clusters Score -1255764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1255765.000000 Penalty: 4598.445312
	Iteration 47Q: 3 clusters Score -1255765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1255766.750000 Penalty: 4598.445312
	Iteration 48Q: 3 clusters Score -1255767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1255768.250000 Penalty: 4598.445312
	Iteration 49Q: 3 clusters Score -1255768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1255768.625000 Penalty: 4598.445312
	Iteration 50Q: 3 clusters Score -1255769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1255768.375000 Penalty: 4598.445312
	Iteration 51Q: 3 clusters Score -1255768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1255768.375000 Penalty: 4598.445312
	Iteration 52F: 3 clusters Score -1255768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -1305193.375000 Penalty: 2301.961426
	Iteration 0F: 2 clusters Score -1305193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1297116.375000 Penalty: 4603.922852
	Iteration 0F: 3 clusters Score -1297116 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1299480.000000 Penalty: 4603.922852
	Iteration 1F: 3 clusters Score -1299480 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1299745.125000 Penalty: 4603.922852
	Iteration 2F: 3 clusters Score -1299745 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1299902.000000 Penalty: 4603.922852
	Iteration 3Q: 3 clusters Score -1299902 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1300016.000000 Penalty: 4603.922852
	Iteration 4Q: 3 clusters Score -1300016 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1300105.500000 Penalty: 4603.922852
	Iteration 5Q: 3 clusters Score -1300106 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1300182.500000 Penalty: 4603.922852
	Iteration 6Q: 3 clusters Score -1300182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1300252.250000 Penalty: 4603.922852
	Iteration 7Q: 3 clusters Score -1300252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1300305.625000 Penalty: 4603.922852
	Iteration 8Q: 3 clusters Score -1300306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1300372.750000 Penalty: 4603.922852
	Iteration 9Q: 3 clusters Score -1300373 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1300452.125000 Penalty: 4603.922852
	Iteration 10Q: 3 clusters Score -1300452 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1300542.500000 Penalty: 4603.922852
	Iteration 11Q: 3 clusters Score -1300542 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1300649.000000 Penalty: 4603.922852
	Iteration 12Q: 3 clusters Score -1300649 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1300785.875000 Penalty: 4603.922852
	Iteration 13Q: 3 clusters Score -1300786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1300943.750000 Penalty: 4603.922852
	Iteration 14Q: 3 clusters Score -1300944 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1301140.750000 Penalty: 4603.922852
	Iteration 15Q: 3 clusters Score -1301141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1301359.875000 Penalty: 4603.922852
	Iteration 16Q: 3 clusters Score -1301360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1301604.625000 Penalty: 4603.922852
	Iteration 17Q: 3 clusters Score -1301605 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1301872.625000 Penalty: 4603.922852
	Iteration 18Q: 3 clusters Score -1301873 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1302101.375000 Penalty: 4603.922852
	Iteration 19Q: 3 clusters Score -1302101 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1302322.625000 Penalty: 4603.922852
	Iteration 20F: 3 clusters Score -1302323 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1302548.125000 Penalty: 4603.922852
	Iteration 21Q: 3 clusters Score -1302548 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1302737.625000 Penalty: 4603.922852
	Iteration 22Q: 3 clusters Score -1302738 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1302857.000000 Penalty: 4603.922852
	Iteration 23Q: 3 clusters Score -1302857 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1302952.000000 Penalty: 4603.922852
	Iteration 24Q: 3 clusters Score -1302952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1303003.125000 Penalty: 4603.922852
	Iteration 25Q: 3 clusters Score -1303003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1303035.750000 Penalty: 4603.922852
	Iteration 26Q: 3 clusters Score -1303036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1303053.500000 Penalty: 4603.922852
	Iteration 27Q: 3 clusters Score -1303054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1303065.500000 Penalty: 4603.922852
	Iteration 28Q: 3 clusters Score -1303066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1303071.375000 Penalty: 4603.922852
	Iteration 29Q: 3 clusters Score -1303071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1303078.625000 Penalty: 4603.922852
	Iteration 30Q: 3 clusters Score -1303079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1303088.125000 Penalty: 4603.922852
	Iteration 31Q: 3 clusters Score -1303088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1303103.250000 Penalty: 4603.922852
	Iteration 32Q: 3 clusters Score -1303103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1303107.625000 Penalty: 4603.922852
	Iteration 33Q: 3 clusters Score -1303108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1303117.875000 Penalty: 4603.922852
	Iteration 34Q: 3 clusters Score -1303118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1303125.875000 Penalty: 4603.922852
	Iteration 35Q: 3 clusters Score -1303126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1303132.000000 Penalty: 4603.922852
	Iteration 36Q: 3 clusters Score -1303132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1303137.125000 Penalty: 4603.922852
	Iteration 37Q: 3 clusters Score -1303137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1303142.000000 Penalty: 4603.922852
	Iteration 38Q: 3 clusters Score -1303142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1303149.750000 Penalty: 4603.922852
	Iteration 39Q: 3 clusters Score -1303150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1303153.500000 Penalty: 4603.922852
	Iteration 40F: 3 clusters Score -1303154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1303152.625000 Penalty: 4603.922852
	Iteration 41Q: 3 clusters Score -1303153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1303152.625000 Penalty: 4603.922852
	Iteration 42F: 3 clusters Score -1303153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -417617.593750 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -417617.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -413922.125000 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -413922.1 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -414977.375000 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -414977.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -415657.375000 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -415657.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -416314.687500 Penalty: 4069.788330
	Iteration 3F: 3 clusters Score -416314.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -416796.937500 Penalty: 4069.788330
	Iteration 4F: 3 clusters Score -416796.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -417148.656250 Penalty: 4069.788330
	Iteration 5F: 3 clusters Score -417148.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -417400.812500 Penalty: 4069.788330
	Iteration 6F: 3 clusters Score -417400.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -417566.906250 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -417566.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -417647.937500 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -417647.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -417696.375000 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -417696.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -417718.875000 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -417718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -417726.718750 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -417726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -417733.062500 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -417733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -417737.156250 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -417737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -417739.625000 Penalty: 4069.788330
	Iteration 14Q: 3 clusters Score -417739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -417741.406250 Penalty: 4069.788330
	Iteration 15Q: 3 clusters Score -417741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -417741.406250 Penalty: 4069.788330
	Iteration 16F: 3 clusters Score -417741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 172492 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 202167 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 116529 members 
Entering Unmasked Estep 
Score: -117978448.000000 Penalty: 58326.246094
Splitting cluster 14 changes total score from -117975448.000000 to -117978448.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (197171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197171 members 
Entering Unmasked Estep 
Score: -23190878.000000 Penalty: 3023.572998
	Iteration 0F: 2 clusters Score -2.319088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -23066350.000000 Penalty: 6047.145996
	Iteration 0F: 3 clusters Score -2.306635e+07 nChanged 94996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -23122346.000000 Penalty: 6047.145996
	Iteration 1F: 3 clusters Score -2.312235e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -23124588.000000 Penalty: 6047.145996
	Iteration 2Q: 3 clusters Score -2.312459e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -23128152.000000 Penalty: 6047.145996
	Iteration 3Q: 3 clusters Score -2.312815e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -23133804.000000 Penalty: 6047.145996
	Iteration 4F: 3 clusters Score -2.31338e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -23142584.000000 Penalty: 6047.145996
	Iteration 5F: 3 clusters Score -2.314258e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -23154176.000000 Penalty: 6047.145996
	Iteration 6F: 3 clusters Score -2.315418e+07 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -23164766.000000 Penalty: 6047.145996
	Iteration 7F: 3 clusters Score -2.316477e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 138861 members 
Entering Unmasked Estep 
Score: -23171330.000000 Penalty: 6047.145996
	Iteration 8F: 3 clusters Score -2.317133e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -23174368.000000 Penalty: 6047.145996
	Iteration 9Q: 3 clusters Score -2.317437e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -23176174.000000 Penalty: 6047.145996
	Iteration 10Q: 3 clusters Score -2.317617e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -23177474.000000 Penalty: 6047.145996
	Iteration 11Q: 3 clusters Score -2.317747e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 152825 members 
Entering Unmasked Estep 
Score: -23178766.000000 Penalty: 6047.145996
	Iteration 12Q: 3 clusters Score -2.317877e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -23180198.000000 Penalty: 6047.145996
	Iteration 13Q: 3 clusters Score -2.31802e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -23181308.000000 Penalty: 6047.145996
	Iteration 14Q: 3 clusters Score -2.318131e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -23182530.000000 Penalty: 6047.145996
	Iteration 15Q: 3 clusters Score -2.318253e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -23183518.000000 Penalty: 6047.145996
	Iteration 16Q: 3 clusters Score -2.318352e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -23184560.000000 Penalty: 6047.145996
	Iteration 17Q: 3 clusters Score -2.318456e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -23185482.000000 Penalty: 6047.145996
	Iteration 18Q: 3 clusters Score -2.318548e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -23186356.000000 Penalty: 6047.145996
	Iteration 19Q: 3 clusters Score -2.318636e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 176575 members 
Entering Unmasked Estep 
Score: -23187110.000000 Penalty: 6047.145996
	Iteration 20F: 3 clusters Score -2.318711e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -23187852.000000 Penalty: 6047.145996
	Iteration 21Q: 3 clusters Score -2.318785e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 180549 members 
Entering Unmasked Estep 
Score: -23188392.000000 Penalty: 6047.145996
	Iteration 22Q: 3 clusters Score -2.318839e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -23188704.000000 Penalty: 6047.145996
	Iteration 23Q: 3 clusters Score -2.31887e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 183629 members 
Entering Unmasked Estep 
Score: -23188988.000000 Penalty: 6047.145996
	Iteration 24Q: 3 clusters Score -2.318899e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -23189218.000000 Penalty: 6047.145996
	Iteration 25Q: 3 clusters Score -2.318922e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 185890 members 
Entering Unmasked Estep 
Score: -23189476.000000 Penalty: 6047.145996
	Iteration 26Q: 3 clusters Score -2.318948e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 186814 members 
Entering Unmasked Estep 
Score: -23189670.000000 Penalty: 6047.145996
	Iteration 27Q: 3 clusters Score -2.318967e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 187596 members 
Entering Unmasked Estep 
Score: -23189706.000000 Penalty: 6047.145996
	Iteration 28Q: 3 clusters Score -2.318971e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 188300 members 
Entering Unmasked Estep 
Score: -23189760.000000 Penalty: 6047.145996
	Iteration 29Q: 3 clusters Score -2.318976e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 188920 members 
Entering Unmasked Estep 
Score: -23189848.000000 Penalty: 6047.145996
	Iteration 30Q: 3 clusters Score -2.318985e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 189484 members 
Entering Unmasked Estep 
Score: -23189886.000000 Penalty: 6047.145996
	Iteration 31Q: 3 clusters Score -2.318989e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -23189908.000000 Penalty: 6047.145996
	Iteration 32Q: 3 clusters Score -2.318991e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 190400 members 
Entering Unmasked Estep 
Score: -23189898.000000 Penalty: 6047.145996
	Iteration 33Q: 3 clusters Score -2.31899e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 190763 members 
Entering Unmasked Estep 
Score: -23189854.000000 Penalty: 6047.145996
	Iteration 34Q: 3 clusters Score -2.318985e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -23189914.000000 Penalty: 6047.145996
	Iteration 35Q: 3 clusters Score -2.318991e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 191333 members 
Entering Unmasked Estep 
Score: -23189982.000000 Penalty: 6047.145996
	Iteration 36Q: 3 clusters Score -2.318998e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 191589 members 
Entering Unmasked Estep 
Score: -23190012.000000 Penalty: 6047.145996
	Iteration 37Q: 3 clusters Score -2.319001e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 191803 members 
Entering Unmasked Estep 
Score: -23189974.000000 Penalty: 6047.145996
	Iteration 38Q: 3 clusters Score -2.318997e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 192004 members 
Entering Unmasked Estep 
Score: -23190002.000000 Penalty: 6047.145996
	Iteration 39Q: 3 clusters Score -2.319e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 192192 members 
Entering Unmasked Estep 
Score: -23190006.000000 Penalty: 6047.145996
	Iteration 40F: 3 clusters Score -2.319001e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 192362 members 
Entering Unmasked Estep 
Score: -23189994.000000 Penalty: 6047.145996
	Iteration 41Q: 3 clusters Score -2.318999e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 192506 members 
Entering Unmasked Estep 
Score: -23189924.000000 Penalty: 6047.145996
	Iteration 42Q: 3 clusters Score -2.318992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 192614 members 
Entering Unmasked Estep 
Score: -23189944.000000 Penalty: 6047.145996
	Iteration 43Q: 3 clusters Score -2.318994e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 192714 members 
Entering Unmasked Estep 
Score: -23189932.000000 Penalty: 6047.145996
	Iteration 44Q: 3 clusters Score -2.318993e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 192811 members 
Entering Unmasked Estep 
Score: -23189930.000000 Penalty: 6047.145996
	Iteration 45Q: 3 clusters Score -2.318993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -23189906.000000 Penalty: 6047.145996
	Iteration 46Q: 3 clusters Score -2.318991e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -23189910.000000 Penalty: 6047.145996
	Iteration 47Q: 3 clusters Score -2.318991e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 193076 members 
Entering Unmasked Estep 
Score: -23189892.000000 Penalty: 6047.145996
	Iteration 48Q: 3 clusters Score -2.318989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 193174 members 
Entering Unmasked Estep 
Score: -23189850.000000 Penalty: 6047.145996
	Iteration 49Q: 3 clusters Score -2.318985e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 193272 members 
Entering Unmasked Estep 
Score: -23189850.000000 Penalty: 6047.145996
	Iteration 50Q: 3 clusters Score -2.318985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 193355 members 
Entering Unmasked Estep 
Score: -23189868.000000 Penalty: 6047.145996
	Iteration 51Q: 3 clusters Score -2.318987e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 193433 members 
Entering Unmasked Estep 
Score: -23189812.000000 Penalty: 6047.145996
	Iteration 52Q: 3 clusters Score -2.318981e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 193504 members 
Entering Unmasked Estep 
Score: -23189856.000000 Penalty: 6047.145996
	Iteration 53Q: 3 clusters Score -2.318986e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
Score: -23189832.000000 Penalty: 6047.145996
	Iteration 54Q: 3 clusters Score -2.318983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -23189838.000000 Penalty: 6047.145996
	Iteration 55Q: 3 clusters Score -2.318984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -23189854.000000 Penalty: 6047.145996
	Iteration 56Q: 3 clusters Score -2.318985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 193678 members 
Entering Unmasked Estep 
Score: -23189852.000000 Penalty: 6047.145996
	Iteration 57Q: 3 clusters Score -2.318985e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 193715 members 
Entering Unmasked Estep 
Score: -23189830.000000 Penalty: 6047.145996
	Iteration 58Q: 3 clusters Score -2.318983e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 193752 members 
Entering Unmasked Estep 
Score: -23189816.000000 Penalty: 6047.145996
	Iteration 59Q: 3 clusters Score -2.318982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 193787 members 
Entering Unmasked Estep 
Score: -23189826.000000 Penalty: 6047.145996
	Iteration 60F: 3 clusters Score -2.318983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 193820 members 
Entering Unmasked Estep 
Score: -23189832.000000 Penalty: 6047.145996
	Iteration 61Q: 3 clusters Score -2.318983e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 193852 members 
Entering Unmasked Estep 
Score: -23189812.000000 Penalty: 6047.145996
	Iteration 62Q: 3 clusters Score -2.318981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 193878 members 
Entering Unmasked Estep 
Score: -23189846.000000 Penalty: 6047.145996
	Iteration 63Q: 3 clusters Score -2.318985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 193903 members 
Entering Unmasked Estep 
Score: -23189808.000000 Penalty: 6047.145996
	Iteration 64Q: 3 clusters Score -2.318981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 193928 members 
Entering Unmasked Estep 
Score: -23189806.000000 Penalty: 6047.145996
	Iteration 65Q: 3 clusters Score -2.318981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 193956 members 
Entering Unmasked Estep 
Score: -23189802.000000 Penalty: 6047.145996
	Iteration 66Q: 3 clusters Score -2.31898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 193984 members 
Entering Unmasked Estep 
Score: -23189788.000000 Penalty: 6047.145996
	Iteration 67Q: 3 clusters Score -2.318979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 194010 members 
Entering Unmasked Estep 
Score: -23189778.000000 Penalty: 6047.145996
	Iteration 68Q: 3 clusters Score -2.318978e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 194035 members 
Entering Unmasked Estep 
Score: -23189760.000000 Penalty: 6047.145996
	Iteration 69Q: 3 clusters Score -2.318976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 194054 members 
Entering Unmasked Estep 
Score: -23189766.000000 Penalty: 6047.145996
	Iteration 70Q: 3 clusters Score -2.318977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 194073 members 
Entering Unmasked Estep 
Score: -23189758.000000 Penalty: 6047.145996
	Iteration 71Q: 3 clusters Score -2.318976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 194096 members 
Entering Unmasked Estep 
Score: -23189772.000000 Penalty: 6047.145996
	Iteration 72Q: 3 clusters Score -2.318977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 194124 members 
Entering Unmasked Estep 
Score: -23189772.000000 Penalty: 6047.145996
	Iteration 73Q: 3 clusters Score -2.318977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -23189764.000000 Penalty: 6047.145996
	Iteration 74Q: 3 clusters Score -2.318976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 194169 members 
Entering Unmasked Estep 
Score: -23189774.000000 Penalty: 6047.145996
	Iteration 75Q: 3 clusters Score -2.318977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -23189776.000000 Penalty: 6047.145996
	Iteration 76Q: 3 clusters Score -2.318978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 194186 members 
Entering Unmasked Estep 
Score: -23189776.000000 Penalty: 6047.145996
	Iteration 77Q: 3 clusters Score -2.318978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 194190 members 
Entering Unmasked Estep 
Score: -23189782.000000 Penalty: 6047.145996
	Iteration 78Q: 3 clusters Score -2.318978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -23189772.000000 Penalty: 6047.145996
	Iteration 79Q: 3 clusters Score -2.318977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
Score: -23189752.000000 Penalty: 6047.145996
	Iteration 80F: 3 clusters Score -2.318975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 194207 members 
Entering Unmasked Estep 
Score: -23189738.000000 Penalty: 6047.145996
	Iteration 81Q: 3 clusters Score -2.318974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 194212 members 
Entering Unmasked Estep 
Score: -23189740.000000 Penalty: 6047.145996
	Iteration 82Q: 3 clusters Score -2.318974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -23189750.000000 Penalty: 6047.145996
	Iteration 83Q: 3 clusters Score -2.318975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 194222 members 
Entering Unmasked Estep 
Score: -23189732.000000 Penalty: 6047.145996
	Iteration 84Q: 3 clusters Score -2.318973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 194225 members 
Entering Unmasked Estep 
Score: -23189740.000000 Penalty: 6047.145996
	Iteration 85Q: 3 clusters Score -2.318974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 194229 members 
Entering Unmasked Estep 
Score: -23189742.000000 Penalty: 6047.145996
	Iteration 86Q: 3 clusters Score -2.318974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 194232 members 
Entering Unmasked Estep 
Score: -23189754.000000 Penalty: 6047.145996
	Iteration 87Q: 3 clusters Score -2.318975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -23189750.000000 Penalty: 6047.145996
	Iteration 88Q: 3 clusters Score -2.318975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 194237 members 
Entering Unmasked Estep 
Score: -23189750.000000 Penalty: 6047.145996
	Iteration 89Q: 3 clusters Score -2.318975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -23189752.000000 Penalty: 6047.145996
	Iteration 90Q: 3 clusters Score -2.318975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -23189752.000000 Penalty: 6047.145996
	Iteration 91F: 3 clusters Score -2.318975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Entering Unmasked Estep 
Score: -20898556.000000 Penalty: 2996.474854
	Iteration 0F: 2 clusters Score -2.089856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -20785622.000000 Penalty: 5992.949707
	Iteration 0F: 3 clusters Score -2.078562e+07 nChanged 84824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -20835288.000000 Penalty: 5992.949707
	Iteration 1F: 3 clusters Score -2.083529e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -20836420.000000 Penalty: 5992.949707
	Iteration 2Q: 3 clusters Score -2.083642e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -20837854.000000 Penalty: 5992.949707
	Iteration 3Q: 3 clusters Score -2.083785e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -20839740.000000 Penalty: 5992.949707
	Iteration 4Q: 3 clusters Score -2.083974e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -20842236.000000 Penalty: 5992.949707
	Iteration 5Q: 3 clusters Score -2.084224e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -20846196.000000 Penalty: 5992.949707
	Iteration 6Q: 3 clusters Score -2.08462e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -20852542.000000 Penalty: 5992.949707
	Iteration 7F: 3 clusters Score -2.085254e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -20861296.000000 Penalty: 5992.949707
	Iteration 8F: 3 clusters Score -2.08613e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 87803 members 
Entering Unmasked Estep 
Score: -20868898.000000 Penalty: 5992.949707
	Iteration 9F: 3 clusters Score -2.08689e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -20872514.000000 Penalty: 5992.949707
	Iteration 10Q: 3 clusters Score -2.087251e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -20873642.000000 Penalty: 5992.949707
	Iteration 11Q: 3 clusters Score -2.087364e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -20874146.000000 Penalty: 5992.949707
	Iteration 12Q: 3 clusters Score -2.087415e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -20874430.000000 Penalty: 5992.949707
	Iteration 13Q: 3 clusters Score -2.087443e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -20874762.000000 Penalty: 5992.949707
	Iteration 14Q: 3 clusters Score -2.087476e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -20875276.000000 Penalty: 5992.949707
	Iteration 15Q: 3 clusters Score -2.087528e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -20875722.000000 Penalty: 5992.949707
	Iteration 16Q: 3 clusters Score -2.087572e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -20876204.000000 Penalty: 5992.949707
	Iteration 17Q: 3 clusters Score -2.08762e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -20876766.000000 Penalty: 5992.949707
	Iteration 18Q: 3 clusters Score -2.087677e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -20877438.000000 Penalty: 5992.949707
	Iteration 19Q: 3 clusters Score -2.087744e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -20877924.000000 Penalty: 5992.949707
	Iteration 20F: 3 clusters Score -2.087792e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -20878476.000000 Penalty: 5992.949707
	Iteration 21Q: 3 clusters Score -2.087848e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -20879010.000000 Penalty: 5992.949707
	Iteration 22Q: 3 clusters Score -2.087901e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -20879656.000000 Penalty: 5992.949707
	Iteration 23Q: 3 clusters Score -2.087966e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -20880194.000000 Penalty: 5992.949707
	Iteration 24Q: 3 clusters Score -2.088019e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -20880818.000000 Penalty: 5992.949707
	Iteration 25Q: 3 clusters Score -2.088082e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -20881312.000000 Penalty: 5992.949707
	Iteration 26Q: 3 clusters Score -2.088131e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -20882046.000000 Penalty: 5992.949707
	Iteration 27Q: 3 clusters Score -2.088205e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -20882664.000000 Penalty: 5992.949707
	Iteration 28Q: 3 clusters Score -2.088266e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -20883178.000000 Penalty: 5992.949707
	Iteration 29Q: 3 clusters Score -2.088318e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -20883670.000000 Penalty: 5992.949707
	Iteration 30Q: 3 clusters Score -2.088367e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -20884268.000000 Penalty: 5992.949707
	Iteration 31Q: 3 clusters Score -2.088427e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -20884874.000000 Penalty: 5992.949707
	Iteration 32Q: 3 clusters Score -2.088487e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -20885382.000000 Penalty: 5992.949707
	Iteration 33Q: 3 clusters Score -2.088538e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -20885838.000000 Penalty: 5992.949707
	Iteration 34Q: 3 clusters Score -2.088584e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -20886140.000000 Penalty: 5992.949707
	Iteration 35Q: 3 clusters Score -2.088614e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -20886572.000000 Penalty: 5992.949707
	Iteration 36Q: 3 clusters Score -2.088657e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -20886884.000000 Penalty: 5992.949707
	Iteration 37Q: 3 clusters Score -2.088688e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -20887140.000000 Penalty: 5992.949707
	Iteration 38Q: 3 clusters Score -2.088714e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -20887534.000000 Penalty: 5992.949707
	Iteration 39Q: 3 clusters Score -2.088753e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -20887904.000000 Penalty: 5992.949707
	Iteration 40F: 3 clusters Score -2.08879e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -20888268.000000 Penalty: 5992.949707
	Iteration 41Q: 3 clusters Score -2.088827e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -20888574.000000 Penalty: 5992.949707
	Iteration 42Q: 3 clusters Score -2.088857e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -20888768.000000 Penalty: 5992.949707
	Iteration 43Q: 3 clusters Score -2.088877e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -20889082.000000 Penalty: 5992.949707
	Iteration 44Q: 3 clusters Score -2.088908e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -20889310.000000 Penalty: 5992.949707
	Iteration 45Q: 3 clusters Score -2.088931e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -20889644.000000 Penalty: 5992.949707
	Iteration 46Q: 3 clusters Score -2.088964e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 128389 members 
Entering Unmasked Estep 
Score: -20890082.000000 Penalty: 5992.949707
	Iteration 47Q: 3 clusters Score -2.089008e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 130164 members 
Entering Unmasked Estep 
Score: -20890418.000000 Penalty: 5992.949707
	Iteration 48Q: 3 clusters Score -2.089042e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -20890676.000000 Penalty: 5992.949707
	Iteration 49Q: 3 clusters Score -2.089068e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -20890954.000000 Penalty: 5992.949707
	Iteration 50Q: 3 clusters Score -2.089095e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -20891408.000000 Penalty: 5992.949707
	Iteration 51Q: 3 clusters Score -2.089141e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -20891980.000000 Penalty: 5992.949707
	Iteration 52Q: 3 clusters Score -2.089198e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -20892516.000000 Penalty: 5992.949707
	Iteration 53Q: 3 clusters Score -2.089252e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 141203 members 
Entering Unmasked Estep 
Score: -20892856.000000 Penalty: 5992.949707
	Iteration 54Q: 3 clusters Score -2.089286e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -20893282.000000 Penalty: 5992.949707
	Iteration 55Q: 3 clusters Score -2.089328e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 144716 members 
Entering Unmasked Estep 
Score: -20893572.000000 Penalty: 5992.949707
	Iteration 56Q: 3 clusters Score -2.089357e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -20893882.000000 Penalty: 5992.949707
	Iteration 57Q: 3 clusters Score -2.089388e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -20894276.000000 Penalty: 5992.949707
	Iteration 58Q: 3 clusters Score -2.089428e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -20894572.000000 Penalty: 5992.949707
	Iteration 59Q: 3 clusters Score -2.089457e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -20894838.000000 Penalty: 5992.949707
	Iteration 60F: 3 clusters Score -2.089484e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -20895174.000000 Penalty: 5992.949707
	Iteration 61Q: 3 clusters Score -2.089517e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -20895556.000000 Penalty: 5992.949707
	Iteration 62Q: 3 clusters Score -2.089556e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -20895628.000000 Penalty: 5992.949707
	Iteration 63Q: 3 clusters Score -2.089563e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 156672 members 
Entering Unmasked Estep 
Score: -20895948.000000 Penalty: 5992.949707
	Iteration 64Q: 3 clusters Score -2.089595e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -20896198.000000 Penalty: 5992.949707
	Iteration 65Q: 3 clusters Score -2.08962e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -20896404.000000 Penalty: 5992.949707
	Iteration 66Q: 3 clusters Score -2.08964e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -20896610.000000 Penalty: 5992.949707
	Iteration 67Q: 3 clusters Score -2.089661e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -20896738.000000 Penalty: 5992.949707
	Iteration 68Q: 3 clusters Score -2.089674e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 162495 members 
Entering Unmasked Estep 
Score: -20896748.000000 Penalty: 5992.949707
	Iteration 69Q: 3 clusters Score -2.089675e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -20896754.000000 Penalty: 5992.949707
	Iteration 70Q: 3 clusters Score -2.089675e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -20897000.000000 Penalty: 5992.949707
	Iteration 71Q: 3 clusters Score -2.0897e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -20897022.000000 Penalty: 5992.949707
	Iteration 72Q: 3 clusters Score -2.089702e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -20897070.000000 Penalty: 5992.949707
	Iteration 73Q: 3 clusters Score -2.089707e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -20897048.000000 Penalty: 5992.949707
	Iteration 74Q: 3 clusters Score -2.089705e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -20897108.000000 Penalty: 5992.949707
	Iteration 75Q: 3 clusters Score -2.089711e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 167768 members 
Entering Unmasked Estep 
Score: -20897188.000000 Penalty: 5992.949707
	Iteration 76Q: 3 clusters Score -2.089719e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 168321 members 
Entering Unmasked Estep 
Score: -20897178.000000 Penalty: 5992.949707
	Iteration 77Q: 3 clusters Score -2.089718e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -20897168.000000 Penalty: 5992.949707
	Iteration 78Q: 3 clusters Score -2.089717e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -20897218.000000 Penalty: 5992.949707
	Iteration 79Q: 3 clusters Score -2.089722e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -20897220.000000 Penalty: 5992.949707
	Iteration 80F: 3 clusters Score -2.089722e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 170105 members 
Entering Unmasked Estep 
Score: -20897234.000000 Penalty: 5992.949707
	Iteration 81Q: 3 clusters Score -2.089723e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -20897324.000000 Penalty: 5992.949707
	Iteration 82Q: 3 clusters Score -2.089732e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 170798 members 
Entering Unmasked Estep 
Score: -20897286.000000 Penalty: 5992.949707
	Iteration 83Q: 3 clusters Score -2.089729e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 171091 members 
Entering Unmasked Estep 
Score: -20897284.000000 Penalty: 5992.949707
	Iteration 84Q: 3 clusters Score -2.089728e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -20897246.000000 Penalty: 5992.949707
	Iteration 85Q: 3 clusters Score -2.089725e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -20897226.000000 Penalty: 5992.949707
	Iteration 86Q: 3 clusters Score -2.089723e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 171868 members 
Entering Unmasked Estep 
Score: -20897212.000000 Penalty: 5992.949707
	Iteration 87Q: 3 clusters Score -2.089721e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -20897212.000000 Penalty: 5992.949707
	Iteration 88Q: 3 clusters Score -2.089721e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -20897266.000000 Penalty: 5992.949707
	Iteration 89Q: 3 clusters Score -2.089727e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -20897206.000000 Penalty: 5992.949707
	Iteration 90Q: 3 clusters Score -2.089721e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -20897180.000000 Penalty: 5992.949707
	Iteration 91Q: 3 clusters Score -2.089718e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 172740 members 
Entering Unmasked Estep 
Score: -20897188.000000 Penalty: 5992.949707
	Iteration 92Q: 3 clusters Score -2.089719e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 172876 members 
Entering Unmasked Estep 
Score: -20897170.000000 Penalty: 5992.949707
	Iteration 93Q: 3 clusters Score -2.089717e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -20897126.000000 Penalty: 5992.949707
	Iteration 94Q: 3 clusters Score -2.089713e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 173099 members 
Entering Unmasked Estep 
Score: -20897126.000000 Penalty: 5992.949707
	Iteration 95Q: 3 clusters Score -2.089713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 173188 members 
Entering Unmasked Estep 
Score: -20897156.000000 Penalty: 5992.949707
	Iteration 96Q: 3 clusters Score -2.089716e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -20897128.000000 Penalty: 5992.949707
	Iteration 97Q: 3 clusters Score -2.089713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -20897128.000000 Penalty: 5992.949707
	Iteration 98Q: 3 clusters Score -2.089713e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 173420 members 
Entering Unmasked Estep 
Score: -20897116.000000 Penalty: 5992.949707
	Iteration 99Q: 3 clusters Score -2.089712e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 173485 members 
Entering Unmasked Estep 
Score: -20897134.000000 Penalty: 5992.949707
	Iteration 100F: 3 clusters Score -2.089713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -20897134.000000 Penalty: 5992.949707
	Iteration 101Q: 3 clusters Score -2.089713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 173607 members 
Entering Unmasked Estep 
Score: -20897090.000000 Penalty: 5992.949707
	Iteration 102Q: 3 clusters Score -2.089709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 173663 members 
Entering Unmasked Estep 
Score: -20897084.000000 Penalty: 5992.949707
	Iteration 103Q: 3 clusters Score -2.089708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -20897072.000000 Penalty: 5992.949707
	Iteration 104Q: 3 clusters Score -2.089707e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 173770 members 
Entering Unmasked Estep 
Score: -20897094.000000 Penalty: 5992.949707
	Iteration 105Q: 3 clusters Score -2.089709e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -20897098.000000 Penalty: 5992.949707
	Iteration 106Q: 3 clusters Score -2.08971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 173827 members 
Entering Unmasked Estep 
Score: -20897100.000000 Penalty: 5992.949707
	Iteration 107Q: 3 clusters Score -2.08971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 173852 members 
Entering Unmasked Estep 
Score: -20897088.000000 Penalty: 5992.949707
	Iteration 108Q: 3 clusters Score -2.089709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 173868 members 
Entering Unmasked Estep 
Score: -20897076.000000 Penalty: 5992.949707
	Iteration 109Q: 3 clusters Score -2.089708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -20897092.000000 Penalty: 5992.949707
	Iteration 110Q: 3 clusters Score -2.089709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 173921 members 
Entering Unmasked Estep 
Score: -20897104.000000 Penalty: 5992.949707
	Iteration 111Q: 3 clusters Score -2.08971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -20897096.000000 Penalty: 5992.949707
	Iteration 112Q: 3 clusters Score -2.08971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 173961 members 
Entering Unmasked Estep 
Score: -20897106.000000 Penalty: 5992.949707
	Iteration 113Q: 3 clusters Score -2.089711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -20897100.000000 Penalty: 5992.949707
	Iteration 114Q: 3 clusters Score -2.08971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 173994 members 
Entering Unmasked Estep 
Score: -20897098.000000 Penalty: 5992.949707
	Iteration 115Q: 3 clusters Score -2.08971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 174008 members 
Entering Unmasked Estep 
Score: -20897096.000000 Penalty: 5992.949707
	Iteration 116Q: 3 clusters Score -2.08971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 174018 members 
Entering Unmasked Estep 
Score: -20897088.000000 Penalty: 5992.949707
	Iteration 117Q: 3 clusters Score -2.089709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 174027 members 
Entering Unmasked Estep 
Score: -20897072.000000 Penalty: 5992.949707
	Iteration 118Q: 3 clusters Score -2.089707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 174037 members 
Entering Unmasked Estep 
Score: -20897094.000000 Penalty: 5992.949707
	Iteration 119Q: 3 clusters Score -2.089709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -20897090.000000 Penalty: 5992.949707
	Iteration 120F: 3 clusters Score -2.089709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -20897086.000000 Penalty: 5992.949707
	Iteration 121Q: 3 clusters Score -2.089709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -20897092.000000 Penalty: 5992.949707
	Iteration 122Q: 3 clusters Score -2.089709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -20897088.000000 Penalty: 5992.949707
	Iteration 123Q: 3 clusters Score -2.089709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -20897088.000000 Penalty: 5992.949707
	Iteration 124F: 3 clusters Score -2.089709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (116529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Entering Unmasked Estep 
Score: -13715715.000000 Penalty: 2893.142090
	Iteration 0F: 2 clusters Score -1.371572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -13638005.000000 Penalty: 5786.284180
	Iteration 0F: 3 clusters Score -1.3638e+07 nChanged 55380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -13671202.000000 Penalty: 5786.284180
	Iteration 1F: 3 clusters Score -1.36712e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -13674054.000000 Penalty: 5786.284180
	Iteration 2F: 3 clusters Score -1.367405e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -13678556.000000 Penalty: 5786.284180
	Iteration 3F: 3 clusters Score -1.367856e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -13684516.000000 Penalty: 5786.284180
	Iteration 4F: 3 clusters Score -1.368452e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -13691016.000000 Penalty: 5786.284180
	Iteration 5F: 3 clusters Score -1.369102e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13697528.000000 Penalty: 5786.284180
	Iteration 6F: 3 clusters Score -1.369753e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -13703604.000000 Penalty: 5786.284180
	Iteration 7F: 3 clusters Score -1.37036e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -13708734.000000 Penalty: 5786.284180
	Iteration 8Q: 3 clusters Score -1.370873e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -13711989.000000 Penalty: 5786.284180
	Iteration 9Q: 3 clusters Score -1.371199e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -13713488.000000 Penalty: 5786.284180
	Iteration 10Q: 3 clusters Score -1.371349e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -13714113.000000 Penalty: 5786.284180
	Iteration 11Q: 3 clusters Score -1.371411e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -13714425.000000 Penalty: 5786.284180
	Iteration 12Q: 3 clusters Score -1.371442e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -13714561.000000 Penalty: 5786.284180
	Iteration 13Q: 3 clusters Score -1.371456e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -13714686.000000 Penalty: 5786.284180
	Iteration 14Q: 3 clusters Score -1.371469e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -13714794.000000 Penalty: 5786.284180
	Iteration 15Q: 3 clusters Score -1.371479e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -13714942.000000 Penalty: 5786.284180
	Iteration 16Q: 3 clusters Score -1.371494e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -13715004.000000 Penalty: 5786.284180
	Iteration 17Q: 3 clusters Score -1.3715e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -13715022.000000 Penalty: 5786.284180
	Iteration 18Q: 3 clusters Score -1.371502e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -13715102.000000 Penalty: 5786.284180
	Iteration 19Q: 3 clusters Score -1.37151e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -13715295.000000 Penalty: 5786.284180
	Iteration 20F: 3 clusters Score -1.37153e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -13715404.000000 Penalty: 5786.284180
	Iteration 21Q: 3 clusters Score -1.37154e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -13715529.000000 Penalty: 5786.284180
	Iteration 22Q: 3 clusters Score -1.371553e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -13715646.000000 Penalty: 5786.284180
	Iteration 23Q: 3 clusters Score -1.371565e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -13715884.000000 Penalty: 5786.284180
	Iteration 24Q: 3 clusters Score -1.371588e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -13716129.000000 Penalty: 5786.284180
	Iteration 25Q: 3 clusters Score -1.371613e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -13716451.000000 Penalty: 5786.284180
	Iteration 26Q: 3 clusters Score -1.371645e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -13716902.000000 Penalty: 5786.284180
	Iteration 27Q: 3 clusters Score -1.37169e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -13717501.000000 Penalty: 5786.284180
	Iteration 28Q: 3 clusters Score -1.37175e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -13718263.000000 Penalty: 5786.284180
	Iteration 29Q: 3 clusters Score -1.371826e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -13718958.000000 Penalty: 5786.284180
	Iteration 30Q: 3 clusters Score -1.371896e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -13720043.000000 Penalty: 5786.284180
	Iteration 31Q: 3 clusters Score -1.372004e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72700 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -13721196.000000 Penalty: 5786.284180
	Iteration 32Q: 3 clusters Score -1.37212e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -13722325.000000 Penalty: 5786.284180
	Iteration 33Q: 3 clusters Score -1.372232e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -13723182.000000 Penalty: 5786.284180
	Iteration 34Q: 3 clusters Score -1.372318e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -13723964.000000 Penalty: 5786.284180
	Iteration 35Q: 3 clusters Score -1.372396e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -13724676.000000 Penalty: 5786.284180
	Iteration 36Q: 3 clusters Score -1.372468e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -13725265.000000 Penalty: 5786.284180
	Iteration 37Q: 3 clusters Score -1.372526e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -13725654.000000 Penalty: 5786.284180
	Iteration 38Q: 3 clusters Score -1.372565e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -13726049.000000 Penalty: 5786.284180
	Iteration 39Q: 3 clusters Score -1.372605e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -13726663.000000 Penalty: 5786.284180
	Iteration 40F: 3 clusters Score -1.372666e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -13727179.000000 Penalty: 5786.284180
	Iteration 41Q: 3 clusters Score -1.372718e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -13727624.000000 Penalty: 5786.284180
	Iteration 42Q: 3 clusters Score -1.372762e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -13727961.000000 Penalty: 5786.284180
	Iteration 43Q: 3 clusters Score -1.372796e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -13728218.000000 Penalty: 5786.284180
	Iteration 44Q: 3 clusters Score -1.372822e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -13728428.000000 Penalty: 5786.284180
	Iteration 45Q: 3 clusters Score -1.372843e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -13728540.000000 Penalty: 5786.284180
	Iteration 46Q: 3 clusters Score -1.372854e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -13728656.000000 Penalty: 5786.284180
	Iteration 47Q: 3 clusters Score -1.372866e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -13728785.000000 Penalty: 5786.284180
	Iteration 48Q: 3 clusters Score -1.372878e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -13728826.000000 Penalty: 5786.284180
	Iteration 49Q: 3 clusters Score -1.372883e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -13728881.000000 Penalty: 5786.284180
	Iteration 50Q: 3 clusters Score -1.372888e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -13728895.000000 Penalty: 5786.284180
	Iteration 51Q: 3 clusters Score -1.37289e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -13728958.000000 Penalty: 5786.284180
	Iteration 52Q: 3 clusters Score -1.372896e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -13728944.000000 Penalty: 5786.284180
	Iteration 53Q: 3 clusters Score -1.372894e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -13728946.000000 Penalty: 5786.284180
	Iteration 54Q: 3 clusters Score -1.372895e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -13728931.000000 Penalty: 5786.284180
	Iteration 55Q: 3 clusters Score -1.372893e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -13728912.000000 Penalty: 5786.284180
	Iteration 56Q: 3 clusters Score -1.372891e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -13728922.000000 Penalty: 5786.284180
	Iteration 57Q: 3 clusters Score -1.372892e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -13728911.000000 Penalty: 5786.284180
	Iteration 58Q: 3 clusters Score -1.372891e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -13728912.000000 Penalty: 5786.284180
	Iteration 59Q: 3 clusters Score -1.372891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -13728921.000000 Penalty: 5786.284180
	Iteration 60F: 3 clusters Score -1.372892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -13728913.000000 Penalty: 5786.284180
	Iteration 61Q: 3 clusters Score -1.372891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -13728922.000000 Penalty: 5786.284180
	Iteration 62Q: 3 clusters Score -1.372892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -13728918.000000 Penalty: 5786.284180
	Iteration 63Q: 3 clusters Score -1.372892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -13728936.000000 Penalty: 5786.284180
	Iteration 64Q: 3 clusters Score -1.372894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -13728918.000000 Penalty: 5786.284180
	Iteration 65Q: 3 clusters Score -1.372892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -13728940.000000 Penalty: 5786.284180
	Iteration 66Q: 3 clusters Score -1.372894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -13728918.000000 Penalty: 5786.284180
	Iteration 67Q: 3 clusters Score -1.372892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -13728914.000000 Penalty: 5786.284180
	Iteration 68Q: 3 clusters Score -1.372891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -13728922.000000 Penalty: 5786.284180
	Iteration 69Q: 3 clusters Score -1.372892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -13728932.000000 Penalty: 5786.284180
	Iteration 70Q: 3 clusters Score -1.372893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -13728938.000000 Penalty: 5786.284180
	Iteration 71Q: 3 clusters Score -1.372894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -13728932.000000 Penalty: 5786.284180
	Iteration 72Q: 3 clusters Score -1.372893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -13728934.000000 Penalty: 5786.284180
	Iteration 73Q: 3 clusters Score -1.372893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -13728937.000000 Penalty: 5786.284180
	Iteration 74Q: 3 clusters Score -1.372894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -13728932.000000 Penalty: 5786.284180
	Iteration 75Q: 3 clusters Score -1.372893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -13728929.000000 Penalty: 5786.284180
	Iteration 76Q: 3 clusters Score -1.372893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -13728929.000000 Penalty: 5786.284180
	Iteration 77F: 3 clusters Score -1.372893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 172492 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 202167 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 16 contains 63522 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 53007 members 
Entering Unmasked Estep 
Score: -117989600.000000 Penalty: 61757.199219
Splitting cluster 19 changes total score from -117975448.000000 to -117989600.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 6402 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 72386 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 11 contains 202167 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 10744 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 197171 members 
Mstep: Class 17 contains 176762 members 
Mstep: Class 19 contains 53007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117997656.000000 Penalty: 61757.199219
Iteration 39Q: 19 clusters Score -1.179977e+08 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 7020 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 72794 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 169509 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 201526 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 198812 members 
Mstep: Class 16 contains 61457 members 
Mstep: Class 17 contains 176583 members 
Mstep: Class 19 contains 55012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118005288.000000 Penalty: 61757.199219
Iteration 40F: 19 clusters Score -1.180053e+08 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 17605 members 
Mstep: Class 5 contains 73057 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 169835 members 
Mstep: Class 9 contains 6574 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 200630 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 551 members 
Mstep: Class 15 contains 199240 members 
Mstep: Class 16 contains 60741 members 
Mstep: Class 17 contains 174096 members 
Mstep: Class 19 contains 56029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118009280.000000 Penalty: 61757.199219
Iteration 41Q: 19 clusters Score -1.180093e+08 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 17574 members 
Mstep: Class 5 contains 73369 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 170079 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 199935 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 15466 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 199347 members 
Mstep: Class 16 contains 60277 members 
Mstep: Class 17 contains 171527 members 
Mstep: Class 19 contains 57040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118013392.000000 Penalty: 61757.199219
Iteration 42Q: 19 clusters Score -1.180134e+08 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 7831 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 17559 members 
Mstep: Class 5 contains 73765 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 170242 members 
Mstep: Class 9 contains 6772 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 199368 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 199117 members 
Mstep: Class 16 contains 59930 members 
Mstep: Class 17 contains 168869 members 
Mstep: Class 19 contains 58014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118017120.000000 Penalty: 61757.199219
Iteration 43Q: 19 clusters Score -1.180171e+08 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 7925 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 4 contains 17549 members 
Mstep: Class 5 contains 74136 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 170361 members 
Mstep: Class 9 contains 6845 members 
Mstep: Class 10 contains 2907 members 
Mstep: Class 11 contains 198993 members 
Mstep: Class 12 contains 9810 members 
Mstep: Class 13 contains 19799 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 198672 members 
Mstep: Class 16 contains 59646 members 
Mstep: Class 17 contains 166234 members 
Mstep: Class 19 contains 58978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118021656.000000 Penalty: 61757.199219
Iteration 44Q: 19 clusters Score -1.180217e+08 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 17515 members 
Mstep: Class 5 contains 74531 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 170589 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 198697 members 
Mstep: Class 12 contains 9698 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 617 members 
Mstep: Class 15 contains 197959 members 
Mstep: Class 16 contains 59415 members 
Mstep: Class 17 contains 163626 members 
Mstep: Class 19 contains 59965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118025136.000000 Penalty: 61757.199219
Iteration 45Q: 19 clusters Score -1.180251e+08 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 17478 members 
Mstep: Class 5 contains 74965 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 5732 members 
Mstep: Class 8 contains 170981 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 198452 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 24093 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 197050 members 
Mstep: Class 16 contains 59201 members 
Mstep: Class 17 contains 161166 members 
Mstep: Class 19 contains 60975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118028016.000000 Penalty: 61757.199219
Iteration 46Q: 19 clusters Score -1.18028e+08 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 17445 members 
Mstep: Class 5 contains 75451 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 171539 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 198187 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 13 contains 26045 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 196099 members 
Mstep: Class 16 contains 59012 members 
Mstep: Class 17 contains 158759 members 
Mstep: Class 19 contains 61885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118030136.000000 Penalty: 61757.199219
Iteration 47Q: 19 clusters Score -1.180301e+08 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 8236 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 17410 members 
Mstep: Class 5 contains 75904 members 
Mstep: Class 6 contains 264 members 
Mstep: Class 7 contains 5541 members 
Mstep: Class 8 contains 172301 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 2853 members 
Mstep: Class 11 contains 197874 members 
Mstep: Class 12 contains 9344 members 
Mstep: Class 13 contains 27764 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 195079 members 
Mstep: Class 16 contains 58875 members 
Mstep: Class 17 contains 156534 members 
Mstep: Class 19 contains 62763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118032056.000000 Penalty: 61757.199219
Iteration 48Q: 19 clusters Score -1.180321e+08 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17354 members 
Mstep: Class 5 contains 76360 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 5434 members 
Mstep: Class 8 contains 173099 members 
Mstep: Class 9 contains 7129 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 197586 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 194050 members 
Mstep: Class 16 contains 58784 members 
Mstep: Class 17 contains 154479 members 
Mstep: Class 19 contains 63616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118033560.000000 Penalty: 61757.199219
Iteration 49Q: 19 clusters Score -1.180336e+08 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 17286 members 
Mstep: Class 5 contains 76889 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 174095 members 
Mstep: Class 9 contains 7173 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 197162 members 
Mstep: Class 12 contains 9123 members 
Mstep: Class 13 contains 30664 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 15 contains 193078 members 
Mstep: Class 16 contains 58666 members 
Mstep: Class 17 contains 152442 members 
Mstep: Class 19 contains 64427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118034968.000000 Penalty: 61757.199219
Iteration 50Q: 19 clusters Score -1.18035e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 17215 members 
Mstep: Class 5 contains 77451 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 175095 members 
Mstep: Class 9 contains 7203 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 196734 members 
Mstep: Class 12 contains 9025 members 
Mstep: Class 13 contains 31972 members 
Mstep: Class 14 contains 652 members 
Mstep: Class 15 contains 192014 members 
Mstep: Class 16 contains 58535 members 
Mstep: Class 17 contains 150624 members 
Mstep: Class 19 contains 65221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118035416.000000 Penalty: 61757.199219
Iteration 51Q: 19 clusters Score -1.180354e+08 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 17142 members 
Mstep: Class 5 contains 78008 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 176080 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 196134 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 33162 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 191070 members 
Mstep: Class 16 contains 58417 members 
Mstep: Class 17 contains 149050 members 
Mstep: Class 19 contains 65915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118035744.000000 Penalty: 61757.199219
Iteration 52Q: 19 clusters Score -1.180357e+08 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 17076 members 
Mstep: Class 5 contains 78544 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 5021 members 
Mstep: Class 8 contains 176979 members 
Mstep: Class 9 contains 7228 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 195527 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 34287 members 
Mstep: Class 14 contains 665 members 
Mstep: Class 15 contains 190176 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 147626 members 
Mstep: Class 19 contains 66582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118036440.000000 Penalty: 61757.199219
Iteration 53Q: 19 clusters Score -1.180364e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 17030 members 
Mstep: Class 5 contains 79079 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 4903 members 
Mstep: Class 8 contains 177802 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 2825 members 
Mstep: Class 11 contains 194919 members 
Mstep: Class 12 contains 8815 members 
Mstep: Class 13 contains 35288 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 189352 members 
Mstep: Class 16 contains 58185 members 
Mstep: Class 17 contains 146391 members 
Mstep: Class 19 contains 67220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037336.000000 Penalty: 61757.199219
Iteration 54Q: 19 clusters Score -1.180373e+08 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 16997 members 
Mstep: Class 5 contains 79591 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 178454 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 194403 members 
Mstep: Class 12 contains 8753 members 
Mstep: Class 13 contains 36215 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 188654 members 
Mstep: Class 16 contains 58095 members 
Mstep: Class 17 contains 145179 members 
Mstep: Class 19 contains 67822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037512.000000 Penalty: 61757.199219
Iteration 55Q: 19 clusters Score -1.180375e+08 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 16965 members 
Mstep: Class 5 contains 80042 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 179007 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 193815 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 37058 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 188217 members 
Mstep: Class 16 contains 58008 members 
Mstep: Class 17 contains 144125 members 
Mstep: Class 19 contains 68376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037616.000000 Penalty: 61757.199219
Iteration 56Q: 19 clusters Score -1.180376e+08 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 16936 members 
Mstep: Class 5 contains 80490 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 179481 members 
Mstep: Class 9 contains 7235 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 193182 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 37851 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 187875 members 
Mstep: Class 16 contains 57921 members 
Mstep: Class 17 contains 143159 members 
Mstep: Class 19 contains 68911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037168.000000 Penalty: 61757.199219
Iteration 57Q: 19 clusters Score -1.180372e+08 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 8391 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 16890 members 
Mstep: Class 5 contains 80937 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 179944 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 192446 members 
Mstep: Class 12 contains 8534 members 
Mstep: Class 13 contains 38641 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 187596 members 
Mstep: Class 16 contains 57831 members 
Mstep: Class 17 contains 142299 members 
Mstep: Class 19 contains 69422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037440.000000 Penalty: 61757.199219
Iteration 58Q: 19 clusters Score -1.180374e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8395 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 16835 members 
Mstep: Class 5 contains 81397 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 180384 members 
Mstep: Class 9 contains 7216 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 191646 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 39415 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 187298 members 
Mstep: Class 16 contains 57738 members 
Mstep: Class 17 contains 141560 members 
Mstep: Class 19 contains 69915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037552.000000 Penalty: 61757.199219
Iteration 59Q: 19 clusters Score -1.180376e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 16804 members 
Mstep: Class 5 contains 81850 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 180754 members 
Mstep: Class 9 contains 7202 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 190855 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 40125 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 187096 members 
Mstep: Class 16 contains 57643 members 
Mstep: Class 17 contains 140862 members 
Mstep: Class 19 contains 70386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118038592.000000 Penalty: 61757.199219
Iteration 60F: 19 clusters Score -1.180386e+08 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16771 members 
Mstep: Class 5 contains 82285 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 180119 members 
Mstep: Class 9 contains 7174 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 190002 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 41863 members 
Mstep: Class 14 contains 689 members 
Mstep: Class 15 contains 186886 members 
Mstep: Class 16 contains 57537 members 
Mstep: Class 17 contains 140251 members 
Mstep: Class 19 contains 70833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118039984.000000 Penalty: 61757.199219
Iteration 61Q: 19 clusters Score -1.1804e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8395 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16736 members 
Mstep: Class 5 contains 82706 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 179760 members 
Mstep: Class 9 contains 7133 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 189193 members 
Mstep: Class 12 contains 8261 members 
Mstep: Class 13 contains 43238 members 
Mstep: Class 14 contains 701 members 
Mstep: Class 15 contains 186745 members 
Mstep: Class 16 contains 57440 members 
Mstep: Class 17 contains 139648 members 
Mstep: Class 19 contains 71260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118041184.000000 Penalty: 61757.199219
Iteration 62Q: 19 clusters Score -1.180412e+08 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 83107 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 179593 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 188344 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 44510 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 186632 members 
Mstep: Class 16 contains 57334 members 
Mstep: Class 17 contains 139038 members 
Mstep: Class 19 contains 71664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042144.000000 Penalty: 61757.199219
Iteration 63Q: 19 clusters Score -1.180421e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8387 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 83485 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3925 members 
Mstep: Class 8 contains 179445 members 
Mstep: Class 9 contains 7025 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 187423 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 45661 members 
Mstep: Class 14 contains 738 members 
Mstep: Class 15 contains 186695 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 138427 members 
Mstep: Class 19 contains 72051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042680.000000 Penalty: 61757.199219
Iteration 64Q: 19 clusters Score -1.180427e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 83837 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 179466 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 186585 members 
Mstep: Class 12 contains 8071 members 
Mstep: Class 13 contains 46768 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 186802 members 
Mstep: Class 16 contains 57094 members 
Mstep: Class 17 contains 137712 members 
Mstep: Class 19 contains 72396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118043296.000000 Penalty: 61757.199219
Iteration 65Q: 19 clusters Score -1.180433e+08 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 16652 members 
Mstep: Class 5 contains 84182 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3792 members 
Mstep: Class 8 contains 179625 members 
Mstep: Class 9 contains 6840 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 185772 members 
Mstep: Class 12 contains 7998 members 
Mstep: Class 13 contains 47792 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 186878 members 
Mstep: Class 16 contains 56988 members 
Mstep: Class 17 contains 136946 members 
Mstep: Class 19 contains 72713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118044368.000000 Penalty: 61757.199219
Iteration 66Q: 19 clusters Score -1.180444e+08 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 84560 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 179820 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 184913 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 48776 members 
Mstep: Class 14 contains 776 members 
Mstep: Class 15 contains 186945 members 
Mstep: Class 16 contains 56893 members 
Mstep: Class 17 contains 136162 members 
Mstep: Class 19 contains 73045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045040.000000 Penalty: 61757.199219
Iteration 67Q: 19 clusters Score -1.18045e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 16616 members 
Mstep: Class 5 contains 84911 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 180001 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 184153 members 
Mstep: Class 12 contains 7848 members 
Mstep: Class 13 contains 49697 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 187123 members 
Mstep: Class 16 contains 56814 members 
Mstep: Class 17 contains 135336 members 
Mstep: Class 19 contains 73313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045496.000000 Penalty: 61757.199219
Iteration 68Q: 19 clusters Score -1.180455e+08 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 16600 members 
Mstep: Class 5 contains 85328 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 180169 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 183394 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 50579 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 187258 members 
Mstep: Class 16 contains 56748 members 
Mstep: Class 17 contains 134479 members 
Mstep: Class 19 contains 73609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046536.000000 Penalty: 61757.199219
Iteration 69Q: 19 clusters Score -1.180465e+08 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 85717 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 180357 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 182616 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 51398 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 187502 members 
Mstep: Class 16 contains 56686 members 
Mstep: Class 17 contains 133625 members 
Mstep: Class 19 contains 73860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047496.000000 Penalty: 61757.199219
Iteration 70Q: 19 clusters Score -1.180475e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8342 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16573 members 
Mstep: Class 5 contains 86077 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 180547 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 181928 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 52147 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 187723 members 
Mstep: Class 16 contains 56648 members 
Mstep: Class 17 contains 132758 members 
Mstep: Class 19 contains 74090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048144.000000 Penalty: 61757.199219
Iteration 71Q: 19 clusters Score -1.180481e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16570 members 
Mstep: Class 5 contains 86437 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 180762 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 181260 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 52862 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 187947 members 
Mstep: Class 16 contains 56597 members 
Mstep: Class 17 contains 131888 members 
Mstep: Class 19 contains 74330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048776.000000 Penalty: 61757.199219
Iteration 72Q: 19 clusters Score -1.180488e+08 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 16574 members 
Mstep: Class 5 contains 86788 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 180908 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 180689 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 53528 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 188159 members 
Mstep: Class 16 contains 56551 members 
Mstep: Class 17 contains 131027 members 
Mstep: Class 19 contains 74570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049424.000000 Penalty: 61757.199219
Iteration 73Q: 19 clusters Score -1.180494e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 16563 members 
Mstep: Class 5 contains 87115 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 181028 members 
Mstep: Class 9 contains 6075 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 180225 members 
Mstep: Class 12 contains 7428 members 
Mstep: Class 13 contains 54191 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 188346 members 
Mstep: Class 16 contains 56509 members 
Mstep: Class 17 contains 130167 members 
Mstep: Class 19 contains 74818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050272.000000 Penalty: 61757.199219
Iteration 74Q: 19 clusters Score -1.180503e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8342 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 16561 members 
Mstep: Class 5 contains 87457 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 181153 members 
Mstep: Class 9 contains 5963 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 54811 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 188601 members 
Mstep: Class 16 contains 56467 members 
Mstep: Class 17 contains 129288 members 
Mstep: Class 19 contains 75045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050624.000000 Penalty: 61757.199219
Iteration 75Q: 19 clusters Score -1.180506e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 16558 members 
Mstep: Class 5 contains 87823 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 181292 members 
Mstep: Class 9 contains 5854 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 179258 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 55407 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 188736 members 
Mstep: Class 16 contains 56431 members 
Mstep: Class 17 contains 128460 members 
Mstep: Class 19 contains 75314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051416.000000 Penalty: 61757.199219
Iteration 76Q: 19 clusters Score -1.180514e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 88142 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 181429 members 
Mstep: Class 9 contains 5734 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 178935 members 
Mstep: Class 12 contains 7275 members 
Mstep: Class 13 contains 56008 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 188788 members 
Mstep: Class 16 contains 56392 members 
Mstep: Class 17 contains 127611 members 
Mstep: Class 19 contains 75591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051752.000000 Penalty: 61757.199219
Iteration 77Q: 19 clusters Score -1.180518e+08 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 88442 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 181608 members 
Mstep: Class 9 contains 5604 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 178639 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 56576 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 188855 members 
Mstep: Class 16 contains 56369 members 
Mstep: Class 17 contains 126767 members 
Mstep: Class 19 contains 75819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052088.000000 Penalty: 61757.199219
Iteration 78Q: 19 clusters Score -1.180521e+08 nChanged 4023
Entering ConstructFrom: 
Score: -118052088.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -2261583.000000 Penalty: 2448.625977
	Iteration 0F: 2 clusters Score -2261583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2247813.500000 Penalty: 4897.251953
	Iteration 0F: 3 clusters Score -2247814 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2252402.000000 Penalty: 4897.251953
	Iteration 1F: 3 clusters Score -2252402 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2252745.500000 Penalty: 4897.251953
	Iteration 2F: 3 clusters Score -2252746 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2253026.500000 Penalty: 4897.251953
	Iteration 3Q: 3 clusters Score -2253026 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2253362.750000 Penalty: 4897.251953
	Iteration 4Q: 3 clusters Score -2253363 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2253811.750000 Penalty: 4897.251953
	Iteration 5Q: 3 clusters Score -2253812 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2254440.250000 Penalty: 4897.251953
	Iteration 6F: 3 clusters Score -2254440 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2255266.250000 Penalty: 4897.251953
	Iteration 7F: 3 clusters Score -2255266 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2256292.250000 Penalty: 4897.251953
	Iteration 8F: 3 clusters Score -2256292 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2257397.750000 Penalty: 4897.251953
	Iteration 9F: 3 clusters Score -2257398 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2258318.750000 Penalty: 4897.251953
	Iteration 10F: 3 clusters Score -2258319 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2258884.000000 Penalty: 4897.251953
	Iteration 11Q: 3 clusters Score -2258884 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2259249.750000 Penalty: 4897.251953
	Iteration 12Q: 3 clusters Score -2259250 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2259461.500000 Penalty: 4897.251953
	Iteration 13Q: 3 clusters Score -2259462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2259591.500000 Penalty: 4897.251953
	Iteration 14Q: 3 clusters Score -2259592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2259680.000000 Penalty: 4897.251953
	Iteration 15Q: 3 clusters Score -2259680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2259744.500000 Penalty: 4897.251953
	Iteration 16Q: 3 clusters Score -2259744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2259789.250000 Penalty: 4897.251953
	Iteration 17Q: 3 clusters Score -2259789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2259819.750000 Penalty: 4897.251953
	Iteration 18Q: 3 clusters Score -2259820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2259845.000000 Penalty: 4897.251953
	Iteration 19Q: 3 clusters Score -2259845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2259857.000000 Penalty: 4897.251953
	Iteration 20F: 3 clusters Score -2259857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2259865.750000 Penalty: 4897.251953
	Iteration 21Q: 3 clusters Score -2259866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2259880.250000 Penalty: 4897.251953
	Iteration 22Q: 3 clusters Score -2259880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2259889.000000 Penalty: 4897.251953
	Iteration 23Q: 3 clusters Score -2259889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2259893.750000 Penalty: 4897.251953
	Iteration 24Q: 3 clusters Score -2259894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2259900.500000 Penalty: 4897.251953
	Iteration 25Q: 3 clusters Score -2259900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2259908.750000 Penalty: 4897.251953
	Iteration 26Q: 3 clusters Score -2259909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2259910.000000 Penalty: 4897.251953
	Iteration 27Q: 3 clusters Score -2259910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2259913.500000 Penalty: 4897.251953
	Iteration 28Q: 3 clusters Score -2259914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2259915.500000 Penalty: 4897.251953
	Iteration 29Q: 3 clusters Score -2259916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2259914.250000 Penalty: 4897.251953
	Iteration 30Q: 3 clusters Score -2259914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2259919.000000 Penalty: 4897.251953
	Iteration 31Q: 3 clusters Score -2259919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2259922.500000 Penalty: 4897.251953
	Iteration 32Q: 3 clusters Score -2259922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2259922.500000 Penalty: 4897.251953
	Iteration 33F: 3 clusters Score -2259922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Entering Unmasked Estep 
Score: -970789.625000 Penalty: 2239.146973
	Iteration 0F: 2 clusters Score -970789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -964187.437500 Penalty: 4478.293945
	Iteration 0F: 3 clusters Score -964187.4 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -965979.500000 Penalty: 4478.293945
	Iteration 1F: 3 clusters Score -965979.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -966220.937500 Penalty: 4478.293945
	Iteration 2F: 3 clusters Score -966220.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -966391.312500 Penalty: 4478.293945
	Iteration 3Q: 3 clusters Score -966391.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -966523.375000 Penalty: 4478.293945
	Iteration 4Q: 3 clusters Score -966523.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -966630.937500 Penalty: 4478.293945
	Iteration 5Q: 3 clusters Score -966630.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -966709.125000 Penalty: 4478.293945
	Iteration 6Q: 3 clusters Score -966709.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -966767.437500 Penalty: 4478.293945
	Iteration 7Q: 3 clusters Score -966767.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -966819.750000 Penalty: 4478.293945
	Iteration 8Q: 3 clusters Score -966819.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -966876.562500 Penalty: 4478.293945
	Iteration 9Q: 3 clusters Score -966876.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -966920.750000 Penalty: 4478.293945
	Iteration 10Q: 3 clusters Score -966920.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -966965.812500 Penalty: 4478.293945
	Iteration 11Q: 3 clusters Score -966965.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -967008.125000 Penalty: 4478.293945
	Iteration 12Q: 3 clusters Score -967008.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -967040.375000 Penalty: 4478.293945
	Iteration 13Q: 3 clusters Score -967040.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -967075.125000 Penalty: 4478.293945
	Iteration 14Q: 3 clusters Score -967075.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -967113.937500 Penalty: 4478.293945
	Iteration 15Q: 3 clusters Score -967113.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -967158.687500 Penalty: 4478.293945
	Iteration 16Q: 3 clusters Score -967158.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -967206.312500 Penalty: 4478.293945
	Iteration 17Q: 3 clusters Score -967206.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -967252.500000 Penalty: 4478.293945
	Iteration 18Q: 3 clusters Score -967252.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -967310.250000 Penalty: 4478.293945
	Iteration 19Q: 3 clusters Score -967310.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -967362.687500 Penalty: 4478.293945
	Iteration 20F: 3 clusters Score -967362.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -967424.625000 Penalty: 4478.293945
	Iteration 21Q: 3 clusters Score -967424.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -967502.562500 Penalty: 4478.293945
	Iteration 22Q: 3 clusters Score -967502.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -967599.875000 Penalty: 4478.293945
	Iteration 23Q: 3 clusters Score -967599.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -967700.187500 Penalty: 4478.293945
	Iteration 24Q: 3 clusters Score -967700.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -967812.125000 Penalty: 4478.293945
	Iteration 25Q: 3 clusters Score -967812.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -967920.875000 Penalty: 4478.293945
	Iteration 26Q: 3 clusters Score -967920.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -968022.750000 Penalty: 4478.293945
	Iteration 27Q: 3 clusters Score -968022.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -968108.937500 Penalty: 4478.293945
	Iteration 28Q: 3 clusters Score -968108.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -968181.625000 Penalty: 4478.293945
	Iteration 29Q: 3 clusters Score -968181.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -968242.062500 Penalty: 4478.293945
	Iteration 30Q: 3 clusters Score -968242.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -968285.812500 Penalty: 4478.293945
	Iteration 31Q: 3 clusters Score -968285.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -968324.625000 Penalty: 4478.293945
	Iteration 32Q: 3 clusters Score -968324.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -968356.375000 Penalty: 4478.293945
	Iteration 33Q: 3 clusters Score -968356.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -968381.250000 Penalty: 4478.293945
	Iteration 34Q: 3 clusters Score -968381.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -968408.187500 Penalty: 4478.293945
	Iteration 35Q: 3 clusters Score -968408.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -968431.187500 Penalty: 4478.293945
	Iteration 36Q: 3 clusters Score -968431.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -968454.375000 Penalty: 4478.293945
	Iteration 37Q: 3 clusters Score -968454.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -968472.562500 Penalty: 4478.293945
	Iteration 38Q: 3 clusters Score -968472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968486.312500 Penalty: 4478.293945
	Iteration 39Q: 3 clusters Score -968486.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -968498.500000 Penalty: 4478.293945
	Iteration 40F: 3 clusters Score -968498.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -968512.625000 Penalty: 4478.293945
	Iteration 41Q: 3 clusters Score -968512.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968527.750000 Penalty: 4478.293945
	Iteration 42Q: 3 clusters Score -968527.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -968540.312500 Penalty: 4478.293945
	Iteration 43Q: 3 clusters Score -968540.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -968548.625000 Penalty: 4478.293945
	Iteration 44Q: 3 clusters Score -968548.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -968553.062500 Penalty: 4478.293945
	Iteration 45Q: 3 clusters Score -968553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -968555.812500 Penalty: 4478.293945
	Iteration 46Q: 3 clusters Score -968555.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -968557.125000 Penalty: 4478.293945
	Iteration 47Q: 3 clusters Score -968557.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -968560.125000 Penalty: 4478.293945
	Iteration 48Q: 3 clusters Score -968560.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -968564.875000 Penalty: 4478.293945
	Iteration 49Q: 3 clusters Score -968564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -968569.875000 Penalty: 4478.293945
	Iteration 50Q: 3 clusters Score -968569.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -968573.875000 Penalty: 4478.293945
	Iteration 51Q: 3 clusters Score -968573.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -968581.812500 Penalty: 4478.293945
	Iteration 52Q: 3 clusters Score -968581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -968585.875000 Penalty: 4478.293945
	Iteration 53Q: 3 clusters Score -968585.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -968591.750000 Penalty: 4478.293945
	Iteration 54Q: 3 clusters Score -968591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -968596.625000 Penalty: 4478.293945
	Iteration 55Q: 3 clusters Score -968596.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -968599.500000 Penalty: 4478.293945
	Iteration 56Q: 3 clusters Score -968599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -968601.687500 Penalty: 4478.293945
	Iteration 57Q: 3 clusters Score -968601.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -968603.750000 Penalty: 4478.293945
	Iteration 58Q: 3 clusters Score -968603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -968610.062500 Penalty: 4478.293945
	Iteration 59Q: 3 clusters Score -968610.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -968616.625000 Penalty: 4478.293945
	Iteration 60F: 3 clusters Score -968616.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -968625.187500 Penalty: 4478.293945
	Iteration 61Q: 3 clusters Score -968625.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -968627.500000 Penalty: 4478.293945
	Iteration 62Q: 3 clusters Score -968627.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -968633.562500 Penalty: 4478.293945
	Iteration 63Q: 3 clusters Score -968633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -968638.500000 Penalty: 4478.293945
	Iteration 64Q: 3 clusters Score -968638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -968640.187500 Penalty: 4478.293945
	Iteration 65Q: 3 clusters Score -968640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -968647.000000 Penalty: 4478.293945
	Iteration 66Q: 3 clusters Score -968647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -968653.312500 Penalty: 4478.293945
	Iteration 67Q: 3 clusters Score -968653.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -968655.187500 Penalty: 4478.293945
	Iteration 68Q: 3 clusters Score -968655.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -968656.000000 Penalty: 4478.293945
	Iteration 69Q: 3 clusters Score -968656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -968660.562500 Penalty: 4478.293945
	Iteration 70Q: 3 clusters Score -968660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -968662.000000 Penalty: 4478.293945
	Iteration 71Q: 3 clusters Score -968662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -968667.437500 Penalty: 4478.293945
	Iteration 72Q: 3 clusters Score -968667.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -968668.437500 Penalty: 4478.293945
	Iteration 73Q: 3 clusters Score -968668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -968669.250000 Penalty: 4478.293945
	Iteration 74Q: 3 clusters Score -968669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -968675.812500 Penalty: 4478.293945
	Iteration 75Q: 3 clusters Score -968675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -968676.187500 Penalty: 4478.293945
	Iteration 76Q: 3 clusters Score -968676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -968676.312500 Penalty: 4478.293945
	Iteration 77Q: 3 clusters Score -968676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -968680.187500 Penalty: 4478.293945
	Iteration 78Q: 3 clusters Score -968680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -968680.562500 Penalty: 4478.293945
	Iteration 79Q: 3 clusters Score -968680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -968682.375000 Penalty: 4478.293945
	Iteration 80F: 3 clusters Score -968682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968682.812500 Penalty: 4478.293945
	Iteration 81Q: 3 clusters Score -968682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -968685.062500 Penalty: 4478.293945
	Iteration 82Q: 3 clusters Score -968685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -968687.125000 Penalty: 4478.293945
	Iteration 83Q: 3 clusters Score -968687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -968689.187500 Penalty: 4478.293945
	Iteration 84Q: 3 clusters Score -968689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -968692.250000 Penalty: 4478.293945
	Iteration 85Q: 3 clusters Score -968692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -968690.500000 Penalty: 4478.293945
	Iteration 86Q: 3 clusters Score -968690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -968692.937500 Penalty: 4478.293945
	Iteration 87Q: 3 clusters Score -968692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -968691.125000 Penalty: 4478.293945
	Iteration 88Q: 3 clusters Score -968691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -968692.500000 Penalty: 4478.293945
	Iteration 89Q: 3 clusters Score -968692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -968692.187500 Penalty: 4478.293945
	Iteration 90Q: 3 clusters Score -968692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -968695.437500 Penalty: 4478.293945
	Iteration 91Q: 3 clusters Score -968695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -968696.187500 Penalty: 4478.293945
	Iteration 92Q: 3 clusters Score -968696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -968698.250000 Penalty: 4478.293945
	Iteration 93Q: 3 clusters Score -968698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -968702.125000 Penalty: 4478.293945
	Iteration 94Q: 3 clusters Score -968702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968702.562500 Penalty: 4478.293945
	Iteration 95Q: 3 clusters Score -968702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968702.000000 Penalty: 4478.293945
	Iteration 96Q: 3 clusters Score -968702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -968703.312500 Penalty: 4478.293945
	Iteration 97Q: 3 clusters Score -968703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -968703.500000 Penalty: 4478.293945
	Iteration 98Q: 3 clusters Score -968703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -968705.750000 Penalty: 4478.293945
	Iteration 99Q: 3 clusters Score -968705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -968703.875000 Penalty: 4478.293945
	Iteration 100F: 3 clusters Score -968703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -968704.625000 Penalty: 4478.293945
	Iteration 101Q: 3 clusters Score -968704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -968705.062500 Penalty: 4478.293945
	Iteration 102Q: 3 clusters Score -968705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -968706.062500 Penalty: 4478.293945
	Iteration 103Q: 3 clusters Score -968706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -968706.625000 Penalty: 4478.293945
	Iteration 104Q: 3 clusters Score -968706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -968706.937500 Penalty: 4478.293945
	Iteration 105Q: 3 clusters Score -968706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -968706.562500 Penalty: 4478.293945
	Iteration 106Q: 3 clusters Score -968706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -968706.437500 Penalty: 4478.293945
	Iteration 107Q: 3 clusters Score -968706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -968707.000000 Penalty: 4478.293945
	Iteration 108Q: 3 clusters Score -968707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -968706.875000 Penalty: 4478.293945
	Iteration 109Q: 3 clusters Score -968706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -968706.875000 Penalty: 4478.293945
	Iteration 110F: 3 clusters Score -968706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -145623.015625 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -145623 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 707 members 
Entering Unmasked Estep 
Score: -143451.562500 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -143451.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143892.390625 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -143892.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144105.062500 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -144105.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144318.968750 Penalty: 3582.392822
	Iteration 3F: 3 clusters Score -144319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144549.359375 Penalty: 3582.392822
	Iteration 4Q: 3 clusters Score -144549.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -144761.859375 Penalty: 3582.392822
	Iteration 5F: 3 clusters Score -144761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -144919.109375 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -144919.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -145001.062500 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -145001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -145059.640625 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -145059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145111.000000 Penalty: 3582.392822
	Iteration 9Q: 3 clusters Score -145111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -145139.578125 Penalty: 3582.392822
	Iteration 10Q: 3 clusters Score -145139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145159.562500 Penalty: 3582.392822
	Iteration 11Q: 3 clusters Score -145159.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145176.593750 Penalty: 3582.392822
	Iteration 12Q: 3 clusters Score -145176.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145195.671875 Penalty: 3582.392822
	Iteration 13Q: 3 clusters Score -145195.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145217.265625 Penalty: 3582.392822
	Iteration 14Q: 3 clusters Score -145217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145231.093750 Penalty: 3582.392822
	Iteration 15Q: 3 clusters Score -145231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -145244.703125 Penalty: 3582.392822
	Iteration 16Q: 3 clusters Score -145244.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145256.109375 Penalty: 3582.392822
	Iteration 17Q: 3 clusters Score -145256.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145277.109375 Penalty: 3582.392822
	Iteration 18Q: 3 clusters Score -145277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145306.468750 Penalty: 3582.392822
	Iteration 19Q: 3 clusters Score -145306.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145339.859375 Penalty: 3582.392822
	Iteration 20F: 3 clusters Score -145339.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145383.656250 Penalty: 3582.392822
	Iteration 21Q: 3 clusters Score -145383.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145428.531250 Penalty: 3582.392822
	Iteration 22Q: 3 clusters Score -145428.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -145465.203125 Penalty: 3582.392822
	Iteration 23Q: 3 clusters Score -145465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145491.828125 Penalty: 3582.392822
	Iteration 24Q: 3 clusters Score -145491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -145504.937500 Penalty: 3582.392822
	Iteration 25Q: 3 clusters Score -145504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145512.484375 Penalty: 3582.392822
	Iteration 26Q: 3 clusters Score -145512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145517.968750 Penalty: 3582.392822
	Iteration 27Q: 3 clusters Score -145518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -145528.859375 Penalty: 3582.392822
	Iteration 28Q: 3 clusters Score -145528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145530.937500 Penalty: 3582.392822
	Iteration 29Q: 3 clusters Score -145530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145530.937500 Penalty: 3582.392822
	Iteration 30F: 3 clusters Score -145530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Entering Unmasked Estep 
Score: -1874315.000000 Penalty: 2409.526367
	Iteration 0F: 2 clusters Score -1874315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1862474.375000 Penalty: 4819.052734
	Iteration 0F: 3 clusters Score -1862474 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1866513.000000 Penalty: 4819.052734
	Iteration 1F: 3 clusters Score -1866513 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1867258.875000 Penalty: 4819.052734
	Iteration 2F: 3 clusters Score -1867259 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1867827.125000 Penalty: 4819.052734
	Iteration 3F: 3 clusters Score -1867827 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1868306.000000 Penalty: 4819.052734
	Iteration 4F: 3 clusters Score -1868306 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1868822.875000 Penalty: 4819.052734
	Iteration 5F: 3 clusters Score -1868823 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1869534.500000 Penalty: 4819.052734
	Iteration 6F: 3 clusters Score -1869534 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1870574.125000 Penalty: 4819.052734
	Iteration 7F: 3 clusters Score -1870574 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1871799.125000 Penalty: 4819.052734
	Iteration 8F: 3 clusters Score -1871799 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1872870.625000 Penalty: 4819.052734
	Iteration 9F: 3 clusters Score -1872871 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1873536.500000 Penalty: 4819.052734
	Iteration 10F: 3 clusters Score -1873536 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1873847.875000 Penalty: 4819.052734
	Iteration 11Q: 3 clusters Score -1873848 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1873968.750000 Penalty: 4819.052734
	Iteration 12Q: 3 clusters Score -1873969 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1874026.500000 Penalty: 4819.052734
	Iteration 13Q: 3 clusters Score -1874026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1874038.875000 Penalty: 4819.052734
	Iteration 14Q: 3 clusters Score -1874039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1874061.250000 Penalty: 4819.052734
	Iteration 15Q: 3 clusters Score -1874061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1874063.250000 Penalty: 4819.052734
	Iteration 16Q: 3 clusters Score -1874063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1874069.625000 Penalty: 4819.052734
	Iteration 17Q: 3 clusters Score -1874070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1874073.500000 Penalty: 4819.052734
	Iteration 18Q: 3 clusters Score -1874074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1874075.500000 Penalty: 4819.052734
	Iteration 19Q: 3 clusters Score -1874076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1874082.125000 Penalty: 4819.052734
	Iteration 20F: 3 clusters Score -1874082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1874082.750000 Penalty: 4819.052734
	Iteration 21Q: 3 clusters Score -1874083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1874081.500000 Penalty: 4819.052734
	Iteration 22Q: 3 clusters Score -1874082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1874081.500000 Penalty: 4819.052734
	Iteration 23F: 3 clusters Score -1874082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Entering Unmasked Estep 
Score: -10321790.000000 Penalty: 2825.587891
	Iteration 0F: 2 clusters Score -1.032179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -10262276.000000 Penalty: 5651.175781
	Iteration 0F: 3 clusters Score -1.026228e+07 nChanged 41939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -10286478.000000 Penalty: 5651.175781
	Iteration 1F: 3 clusters Score -1.028648e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -10287409.000000 Penalty: 5651.175781
	Iteration 2Q: 3 clusters Score -1.028741e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -10288394.000000 Penalty: 5651.175781
	Iteration 3Q: 3 clusters Score -1.028839e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -10289829.000000 Penalty: 5651.175781
	Iteration 4Q: 3 clusters Score -1.028983e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -10291877.000000 Penalty: 5651.175781
	Iteration 5F: 3 clusters Score -1.029188e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -10294974.000000 Penalty: 5651.175781
	Iteration 6F: 3 clusters Score -1.029497e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -10299189.000000 Penalty: 5651.175781
	Iteration 7F: 3 clusters Score -1.029919e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -10304033.000000 Penalty: 5651.175781
	Iteration 8F: 3 clusters Score -1.030403e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -10308908.000000 Penalty: 5651.175781
	Iteration 9F: 3 clusters Score -1.030891e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -10313214.000000 Penalty: 5651.175781
	Iteration 10F: 3 clusters Score -1.031321e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10316605.000000 Penalty: 5651.175781
	Iteration 11Q: 3 clusters Score -1.03166e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10318371.000000 Penalty: 5651.175781
	Iteration 12Q: 3 clusters Score -1.031837e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10318900.000000 Penalty: 5651.175781
	Iteration 13Q: 3 clusters Score -1.03189e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10319099.000000 Penalty: 5651.175781
	Iteration 14Q: 3 clusters Score -1.03191e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10319184.000000 Penalty: 5651.175781
	Iteration 15Q: 3 clusters Score -1.031918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10319239.000000 Penalty: 5651.175781
	Iteration 16Q: 3 clusters Score -1.031924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10319271.000000 Penalty: 5651.175781
	Iteration 17Q: 3 clusters Score -1.031927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10319286.000000 Penalty: 5651.175781
	Iteration 18Q: 3 clusters Score -1.031929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10319303.000000 Penalty: 5651.175781
	Iteration 19Q: 3 clusters Score -1.03193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10319309.000000 Penalty: 5651.175781
	Iteration 20F: 3 clusters Score -1.031931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10319312.000000 Penalty: 5651.175781
	Iteration 21Q: 3 clusters Score -1.031931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10319321.000000 Penalty: 5651.175781
	Iteration 22Q: 3 clusters Score -1.031932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10319321.000000 Penalty: 5651.175781
	Iteration 23F: 3 clusters Score -1.031932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -25715.757812 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -25715.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24601.500000 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -24601.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24734.451172 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -24734.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24776.826172 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -24776.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24805.371094 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -24805.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24809.318359 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -24809.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24810.339844 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -24810.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24811.320312 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -24811.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24819.058594 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -24819.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24824.503906 Penalty: 2769.414062
	Iteration 8Q: 3 clusters Score -24824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -24833.265625 Penalty: 2769.414062
	Iteration 9Q: 3 clusters Score -24833.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24835.134766 Penalty: 2769.414062
	Iteration 10Q: 3 clusters Score -24835.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24835.134766 Penalty: 2769.414062
	Iteration 11F: 3 clusters Score -24835.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -433952.031250 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -433952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -430285.843750 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -430285.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -431007.406250 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -431007.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431198.718750 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -431198.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431354.312500 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -431354.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431488.687500 Penalty: 4068.566895
	Iteration 4Q: 3 clusters Score -431488.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -431587.656250 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -431587.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431652.531250 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -431652.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -431701.218750 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -431701.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431732.656250 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -431732.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431759.937500 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -431759.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -431781.406250 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -431781.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -431800.968750 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -431801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431815.625000 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -431815.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -431827.250000 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -431827.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -431842.593750 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -431842.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -431857.875000 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -431857.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -431877.812500 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -431877.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -431894.062500 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -431894.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -431907.125000 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -431907.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -431919.437500 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -431919.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -431926.250000 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -431926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -431935.406250 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -431935.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -431943.125000 Penalty: 4068.566895
	Iteration 22Q: 3 clusters Score -431943.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431954.125000 Penalty: 4068.566895
	Iteration 23Q: 3 clusters Score -431954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -431963.781250 Penalty: 4068.566895
	Iteration 24Q: 3 clusters Score -431963.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -431974.406250 Penalty: 4068.566895
	Iteration 25Q: 3 clusters Score -431974.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -431983.437500 Penalty: 4068.566895
	Iteration 26Q: 3 clusters Score -431983.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -431989.875000 Penalty: 4068.566895
	Iteration 27Q: 3 clusters Score -431989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -431993.718750 Penalty: 4068.566895
	Iteration 28Q: 3 clusters Score -431993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -431995.875000 Penalty: 4068.566895
	Iteration 29Q: 3 clusters Score -431995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -431998.187500 Penalty: 4068.566895
	Iteration 30Q: 3 clusters Score -431998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -431999.406250 Penalty: 4068.566895
	Iteration 31Q: 3 clusters Score -431999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -432000.468750 Penalty: 4068.566895
	Iteration 32Q: 3 clusters Score -432000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -432002.125000 Penalty: 4068.566895
	Iteration 33Q: 3 clusters Score -432002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -432003.000000 Penalty: 4068.566895
	Iteration 34Q: 3 clusters Score -432003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -432003.937500 Penalty: 4068.566895
	Iteration 35Q: 3 clusters Score -432003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -432005.593750 Penalty: 4068.566895
	Iteration 36Q: 3 clusters Score -432005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432007.218750 Penalty: 4068.566895
	Iteration 37Q: 3 clusters Score -432007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -432010.406250 Penalty: 4068.566895
	Iteration 38Q: 3 clusters Score -432010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -432012.781250 Penalty: 4068.566895
	Iteration 39Q: 3 clusters Score -432012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -432013.812500 Penalty: 4068.566895
	Iteration 40F: 3 clusters Score -432013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -432013.781250 Penalty: 4068.566895
	Iteration 41Q: 3 clusters Score -432013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -432015.968750 Penalty: 4068.566895
	Iteration 42Q: 3 clusters Score -432016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -432017.750000 Penalty: 4068.566895
	Iteration 43Q: 3 clusters Score -432017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -432019.687500 Penalty: 4068.566895
	Iteration 44Q: 3 clusters Score -432019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -432020.437500 Penalty: 4068.566895
	Iteration 45Q: 3 clusters Score -432020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -432022.812500 Penalty: 4068.566895
	Iteration 46Q: 3 clusters Score -432022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -432024.156250 Penalty: 4068.566895
	Iteration 47Q: 3 clusters Score -432024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -432025.250000 Penalty: 4068.566895
	Iteration 48Q: 3 clusters Score -432025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -432026.625000 Penalty: 4068.566895
	Iteration 49Q: 3 clusters Score -432026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -432027.281250 Penalty: 4068.566895
	Iteration 50Q: 3 clusters Score -432027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -432027.218750 Penalty: 4068.566895
	Iteration 51Q: 3 clusters Score -432027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -432027.625000 Penalty: 4068.566895
	Iteration 52Q: 3 clusters Score -432027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -432028.187500 Penalty: 4068.566895
	Iteration 53Q: 3 clusters Score -432028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -432028.593750 Penalty: 4068.566895
	Iteration 54Q: 3 clusters Score -432028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -432028.593750 Penalty: 4068.566895
	Iteration 55F: 3 clusters Score -432028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (181815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181815 members 
Entering Unmasked Estep 
Score: -21604922.000000 Penalty: 3003.464600
	Iteration 0F: 2 clusters Score -2.160492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -21493792.000000 Penalty: 6006.929199
	Iteration 0F: 3 clusters Score -2.149379e+07 nChanged 87204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -21544310.000000 Penalty: 6006.929199
	Iteration 1F: 3 clusters Score -2.154431e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -21545502.000000 Penalty: 6006.929199
	Iteration 2Q: 3 clusters Score -2.15455e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -21546910.000000 Penalty: 6006.929199
	Iteration 3Q: 3 clusters Score -2.154691e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106459 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -21549812.000000 Penalty: 6006.929199
	Iteration 4Q: 3 clusters Score -2.154981e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -21554278.000000 Penalty: 6006.929199
	Iteration 5Q: 3 clusters Score -2.155428e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -21562304.000000 Penalty: 6006.929199
	Iteration 6F: 3 clusters Score -2.15623e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140622 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -21573434.000000 Penalty: 6006.929199
	Iteration 7F: 3 clusters Score -2.157343e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155959 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -21586532.000000 Penalty: 6006.929199
	Iteration 8F: 3 clusters Score -2.158653e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -21595132.000000 Penalty: 6006.929199
	Iteration 9F: 3 clusters Score -2.159513e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175938 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -21599428.000000 Penalty: 6006.929199
	Iteration 10Q: 3 clusters Score -2.159943e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179381 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21600962.000000 Penalty: 6006.929199
	Iteration 11Q: 3 clusters Score -2.160096e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180686 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21601730.000000 Penalty: 6006.929199
	Iteration 12Q: 3 clusters Score -2.160173e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21602056.000000 Penalty: 6006.929199
	Iteration 13Q: 3 clusters Score -2.160206e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21602214.000000 Penalty: 6006.929199
	Iteration 14Q: 3 clusters Score -2.160221e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181394 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21602242.000000 Penalty: 6006.929199
	Iteration 15Q: 3 clusters Score -2.160224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21602254.000000 Penalty: 6006.929199
	Iteration 16Q: 3 clusters Score -2.160225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181432 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21602288.000000 Penalty: 6006.929199
	Iteration 17Q: 3 clusters Score -2.160229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181444 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21602290.000000 Penalty: 6006.929199
	Iteration 18Q: 3 clusters Score -2.160229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181443 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21602304.000000 Penalty: 6006.929199
	Iteration 19Q: 3 clusters Score -2.16023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181447 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21602344.000000 Penalty: 6006.929199
	Iteration 20F: 3 clusters Score -2.160234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181458 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21602324.000000 Penalty: 6006.929199
	Iteration 21Q: 3 clusters Score -2.160232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181461 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21602344.000000 Penalty: 6006.929199
	Iteration 22Q: 3 clusters Score -2.160234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21602336.000000 Penalty: 6006.929199
	Iteration 23Q: 3 clusters Score -2.160234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181465 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21602342.000000 Penalty: 6006.929199
	Iteration 24Q: 3 clusters Score -2.160234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181468 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21602348.000000 Penalty: 6006.929199
	Iteration 25Q: 3 clusters Score -2.160235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181467 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21602348.000000 Penalty: 6006.929199
	Iteration 26Q: 3 clusters Score -2.160235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21602336.000000 Penalty: 6006.929199
	Iteration 27Q: 3 clusters Score -2.160234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181470 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21602336.000000 Penalty: 6006.929199
	Iteration 28F: 3 clusters Score -2.160234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -652089.437500 Penalty: 2135.087891
	Iteration 0F: 2 clusters Score -652089.4 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 2804 members 
Entering Unmasked Estep 
Score: -647210.000000 Penalty: 4270.175781
	Iteration 0F: 3 clusters Score -647210 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -648335.187500 Penalty: 4270.175781
	Iteration 1F: 3 clusters Score -648335.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -648591.375000 Penalty: 4270.175781
	Iteration 2F: 3 clusters Score -648591.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -648772.250000 Penalty: 4270.175781
	Iteration 3F: 3 clusters Score -648772.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -648923.875000 Penalty: 4270.175781
	Iteration 4Q: 3 clusters Score -648923.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -649072.437500 Penalty: 4270.175781
	Iteration 5Q: 3 clusters Score -649072.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -649243.437500 Penalty: 4270.175781
	Iteration 6Q: 3 clusters Score -649243.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -649408.937500 Penalty: 4270.175781
	Iteration 7Q: 3 clusters Score -649408.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -649574.750000 Penalty: 4270.175781
	Iteration 8Q: 3 clusters Score -649574.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -649738.500000 Penalty: 4270.175781
	Iteration 9Q: 3 clusters Score -649738.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -649879.625000 Penalty: 4270.175781
	Iteration 10Q: 3 clusters Score -649879.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -650008.375000 Penalty: 4270.175781
	Iteration 11Q: 3 clusters Score -650008.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -650096.812500 Penalty: 4270.175781
	Iteration 12Q: 3 clusters Score -650096.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -650188.500000 Penalty: 4270.175781
	Iteration 13Q: 3 clusters Score -650188.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -650271.312500 Penalty: 4270.175781
	Iteration 14Q: 3 clusters Score -650271.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -650336.500000 Penalty: 4270.175781
	Iteration 15Q: 3 clusters Score -650336.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -650395.812500 Penalty: 4270.175781
	Iteration 16Q: 3 clusters Score -650395.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -650429.375000 Penalty: 4270.175781
	Iteration 17Q: 3 clusters Score -650429.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -650450.812500 Penalty: 4270.175781
	Iteration 18Q: 3 clusters Score -650450.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -650467.500000 Penalty: 4270.175781
	Iteration 19Q: 3 clusters Score -650467.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -650484.187500 Penalty: 4270.175781
	Iteration 20F: 3 clusters Score -650484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -650494.000000 Penalty: 4270.175781
	Iteration 21Q: 3 clusters Score -650494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -650499.625000 Penalty: 4270.175781
	Iteration 22Q: 3 clusters Score -650499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -650505.000000 Penalty: 4270.175781
	Iteration 23Q: 3 clusters Score -650505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -650508.250000 Penalty: 4270.175781
	Iteration 24Q: 3 clusters Score -650508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -650511.687500 Penalty: 4270.175781
	Iteration 25Q: 3 clusters Score -650511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -650512.875000 Penalty: 4270.175781
	Iteration 26Q: 3 clusters Score -650512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -650514.062500 Penalty: 4270.175781
	Iteration 27Q: 3 clusters Score -650514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -650516.937500 Penalty: 4270.175781
	Iteration 28Q: 3 clusters Score -650516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -650518.125000 Penalty: 4270.175781
	Iteration 29Q: 3 clusters Score -650518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -650520.375000 Penalty: 4270.175781
	Iteration 30Q: 3 clusters Score -650520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -650521.562500 Penalty: 4270.175781
	Iteration 31Q: 3 clusters Score -650521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -650524.250000 Penalty: 4270.175781
	Iteration 32Q: 3 clusters Score -650524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -650525.312500 Penalty: 4270.175781
	Iteration 33Q: 3 clusters Score -650525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -650524.687500 Penalty: 4270.175781
	Iteration 34Q: 3 clusters Score -650524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -650524.687500 Penalty: 4270.175781
	Iteration 35F: 3 clusters Score -650524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -324242.093750 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -324242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -321042.250000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -321042.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -321587.156250 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -321587.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321712.250000 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -321712.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321802.937500 Penalty: 3939.411621
	Iteration 3Q: 3 clusters Score -321802.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -321858.625000 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -321858.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -321903.906250 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -321903.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -321941.562500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -321941.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321965.500000 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -321965.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -321984.562500 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -321984.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -322003.250000 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -322003.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -322013.375000 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -322013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -322019.718750 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -322019.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -322026.781250 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -322026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322035.125000 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -322035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -322044.031250 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -322044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -322057.906250 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -322057.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -322067.968750 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -322068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -322078.437500 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -322078.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -322090.750000 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -322090.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -322101.187500 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -322101.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322115.781250 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -322115.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -322133.625000 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -322133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -322149.406250 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -322149.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -322170.218750 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -322170.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322199.593750 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -322199.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322240.250000 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -322240.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322278.062500 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -322278.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -322345.250000 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -322345.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -322435.031250 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -322435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -322531.187500 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -322531.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -322599.343750 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -322599.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -322660.437500 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -322660.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -322710.156250 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -322710.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -322744.781250 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -322744.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -322776.250000 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -322776.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -322806.656250 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -322806.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322840.343750 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -322840.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -322877.125000 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -322877.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -322909.093750 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -322909.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322949.000000 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -322949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -322988.656250 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -322988.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -323047.968750 Penalty: 3939.411621
	Iteration 41Q: 3 clusters Score -323048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -323115.906250 Penalty: 3939.411621
	Iteration 42Q: 3 clusters Score -323115.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -323196.968750 Penalty: 3939.411621
	Iteration 43Q: 3 clusters Score -323197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -323265.562500 Penalty: 3939.411621
	Iteration 44Q: 3 clusters Score -323265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -323328.312500 Penalty: 3939.411621
	Iteration 45Q: 3 clusters Score -323328.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -323361.000000 Penalty: 3939.411621
	Iteration 46Q: 3 clusters Score -323361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -323381.375000 Penalty: 3939.411621
	Iteration 47Q: 3 clusters Score -323381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -323388.781250 Penalty: 3939.411621
	Iteration 48Q: 3 clusters Score -323388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -323390.500000 Penalty: 3939.411621
	Iteration 49Q: 3 clusters Score -323390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -323392.812500 Penalty: 3939.411621
	Iteration 50Q: 3 clusters Score -323392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -323392.812500 Penalty: 3939.411621
	Iteration 51F: 3 clusters Score -323392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Entering Unmasked Estep 
Score: -21121546.000000 Penalty: 2998.888916
	Iteration 0F: 2 clusters Score -2.112155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -21006880.000000 Penalty: 5997.777832
	Iteration 0F: 3 clusters Score -2.100688e+07 nChanged 85556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -21056958.000000 Penalty: 5997.777832
	Iteration 1F: 3 clusters Score -2.105696e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -21058054.000000 Penalty: 5997.777832
	Iteration 2Q: 3 clusters Score -2.105805e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -21059792.000000 Penalty: 5997.777832
	Iteration 3Q: 3 clusters Score -2.105979e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -21061934.000000 Penalty: 5997.777832
	Iteration 4Q: 3 clusters Score -2.106193e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -21064690.000000 Penalty: 5997.777832
	Iteration 5Q: 3 clusters Score -2.106469e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -21069362.000000 Penalty: 5997.777832
	Iteration 6Q: 3 clusters Score -2.106936e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -21075962.000000 Penalty: 5997.777832
	Iteration 7F: 3 clusters Score -2.107596e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -21084296.000000 Penalty: 5997.777832
	Iteration 8F: 3 clusters Score -2.10843e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 129932 members 
Entering Unmasked Estep 
Score: -21092818.000000 Penalty: 5997.777832
	Iteration 9F: 3 clusters Score -2.109282e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -21099368.000000 Penalty: 5997.777832
	Iteration 10F: 3 clusters Score -2.109937e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -21102896.000000 Penalty: 5997.777832
	Iteration 11Q: 3 clusters Score -2.11029e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -21105024.000000 Penalty: 5997.777832
	Iteration 12Q: 3 clusters Score -2.110502e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 147010 members 
Entering Unmasked Estep 
Score: -21106700.000000 Penalty: 5997.777832
	Iteration 13Q: 3 clusters Score -2.11067e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 150512 members 
Entering Unmasked Estep 
Score: -21108284.000000 Penalty: 5997.777832
	Iteration 14Q: 3 clusters Score -2.110828e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -21109674.000000 Penalty: 5997.777832
	Iteration 15Q: 3 clusters Score -2.110967e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -21111170.000000 Penalty: 5997.777832
	Iteration 16Q: 3 clusters Score -2.111117e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 160408 members 
Entering Unmasked Estep 
Score: -21112754.000000 Penalty: 5997.777832
	Iteration 17Q: 3 clusters Score -2.111275e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -21113986.000000 Penalty: 5997.777832
	Iteration 18Q: 3 clusters Score -2.111399e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -21114936.000000 Penalty: 5997.777832
	Iteration 19Q: 3 clusters Score -2.111494e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 168373 members 
Entering Unmasked Estep 
Score: -21115682.000000 Penalty: 5997.777832
	Iteration 20F: 3 clusters Score -2.111568e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 170403 members 
Entering Unmasked Estep 
Score: -21116466.000000 Penalty: 5997.777832
	Iteration 21Q: 3 clusters Score -2.111647e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -21117068.000000 Penalty: 5997.777832
	Iteration 22Q: 3 clusters Score -2.111707e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -21117660.000000 Penalty: 5997.777832
	Iteration 23Q: 3 clusters Score -2.111766e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -21118008.000000 Penalty: 5997.777832
	Iteration 24Q: 3 clusters Score -2.111801e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 175306 members 
Entering Unmasked Estep 
Score: -21118358.000000 Penalty: 5997.777832
	Iteration 25Q: 3 clusters Score -2.111836e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -21118618.000000 Penalty: 5997.777832
	Iteration 26Q: 3 clusters Score -2.111862e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 176317 members 
Entering Unmasked Estep 
Score: -21118774.000000 Penalty: 5997.777832
	Iteration 27Q: 3 clusters Score -2.111877e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 176615 members 
Entering Unmasked Estep 
Score: -21118840.000000 Penalty: 5997.777832
	Iteration 28Q: 3 clusters Score -2.111884e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 176847 members 
Entering Unmasked Estep 
Score: -21118876.000000 Penalty: 5997.777832
	Iteration 29Q: 3 clusters Score -2.111888e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -21118958.000000 Penalty: 5997.777832
	Iteration 30Q: 3 clusters Score -2.111896e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -21118988.000000 Penalty: 5997.777832
	Iteration 31Q: 3 clusters Score -2.111899e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -21119006.000000 Penalty: 5997.777832
	Iteration 32Q: 3 clusters Score -2.111901e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -21119040.000000 Penalty: 5997.777832
	Iteration 33Q: 3 clusters Score -2.111904e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -21119086.000000 Penalty: 5997.777832
	Iteration 34Q: 3 clusters Score -2.111909e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -21119098.000000 Penalty: 5997.777832
	Iteration 35Q: 3 clusters Score -2.11191e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 177418 members 
Entering Unmasked Estep 
Score: -21119100.000000 Penalty: 5997.777832
	Iteration 36Q: 3 clusters Score -2.11191e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -21119102.000000 Penalty: 5997.777832
	Iteration 37Q: 3 clusters Score -2.11191e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 177497 members 
Entering Unmasked Estep 
Score: -21119108.000000 Penalty: 5997.777832
	Iteration 38Q: 3 clusters Score -2.111911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 177520 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5997.777832
	Iteration 39Q: 3 clusters Score -2.111913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -21119134.000000 Penalty: 5997.777832
	Iteration 40F: 3 clusters Score -2.111913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 177577 members 
Entering Unmasked Estep 
Score: -21119182.000000 Penalty: 5997.777832
	Iteration 41Q: 3 clusters Score -2.111918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -21119198.000000 Penalty: 5997.777832
	Iteration 42Q: 3 clusters Score -2.11192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 177619 members 
Entering Unmasked Estep 
Score: -21119198.000000 Penalty: 5997.777832
	Iteration 43Q: 3 clusters Score -2.11192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 177628 members 
Entering Unmasked Estep 
Score: -21119220.000000 Penalty: 5997.777832
	Iteration 44Q: 3 clusters Score -2.111922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -21119214.000000 Penalty: 5997.777832
	Iteration 45Q: 3 clusters Score -2.111921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -21119220.000000 Penalty: 5997.777832
	Iteration 46Q: 3 clusters Score -2.111922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -21119234.000000 Penalty: 5997.777832
	Iteration 47Q: 3 clusters Score -2.111923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -21119244.000000 Penalty: 5997.777832
	Iteration 48Q: 3 clusters Score -2.111924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 177672 members 
Entering Unmasked Estep 
Score: -21119252.000000 Penalty: 5997.777832
	Iteration 49Q: 3 clusters Score -2.111925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 177681 members 
Entering Unmasked Estep 
Score: -21119242.000000 Penalty: 5997.777832
	Iteration 50Q: 3 clusters Score -2.111924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -21119260.000000 Penalty: 5997.777832
	Iteration 51Q: 3 clusters Score -2.111926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 177698 members 
Entering Unmasked Estep 
Score: -21119254.000000 Penalty: 5997.777832
	Iteration 52Q: 3 clusters Score -2.111925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -21119254.000000 Penalty: 5997.777832
	Iteration 53Q: 3 clusters Score -2.111925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -21119262.000000 Penalty: 5997.777832
	Iteration 54Q: 3 clusters Score -2.111926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -21119256.000000 Penalty: 5997.777832
	Iteration 55Q: 3 clusters Score -2.111926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -21119260.000000 Penalty: 5997.777832
	Iteration 56Q: 3 clusters Score -2.111926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 177710 members 
Entering Unmasked Estep 
Score: -21119262.000000 Penalty: 5997.777832
	Iteration 57Q: 3 clusters Score -2.111926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -21119270.000000 Penalty: 5997.777832
	Iteration 58Q: 3 clusters Score -2.111927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 177713 members 
Entering Unmasked Estep 
Score: -21119268.000000 Penalty: 5997.777832
	Iteration 59Q: 3 clusters Score -2.111927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -21119266.000000 Penalty: 5997.777832
	Iteration 60F: 3 clusters Score -2.111927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -847545.500000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -847545.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -841630.125000 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -841630.1 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -843220.312500 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -843220.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -843486.062500 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -843486.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -843658.937500 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -843658.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -843779.187500 Penalty: 4404.011230
	Iteration 4Q: 3 clusters Score -843779.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -843865.750000 Penalty: 4404.011230
	Iteration 5Q: 3 clusters Score -843865.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -843944.187500 Penalty: 4404.011230
	Iteration 6Q: 3 clusters Score -843944.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -844009.437500 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -844009.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -844073.562500 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -844073.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -844135.437500 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -844135.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -844196.375000 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -844196.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -844241.875000 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -844241.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -844290.375000 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -844290.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -844353.000000 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -844353 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -844408.062500 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -844408.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -844464.187500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -844464.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -844518.375000 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -844518.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -844574.500000 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -844574.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -844649.312500 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -844649.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -844762.437500 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -844762.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -844884.437500 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -844884.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -845018.500000 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -845018.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -845187.000000 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -845187 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -845405.000000 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -845405 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -845609.250000 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -845609.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -845742.812500 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -845742.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -845848.312500 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -845848.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -845918.062500 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -845918.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -845973.125000 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -845973.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -846014.500000 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -846014.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -846042.500000 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -846042.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -846058.125000 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -846058.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -846066.312500 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -846066.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -846070.687500 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -846070.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -846073.562500 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -846073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -846077.312500 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -846077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -846082.375000 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -846082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -846082.312500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -846082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -846086.125000 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -846086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -846086.250000 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -846086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -846087.500000 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -846087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -846090.687500 Penalty: 4404.011230
	Iteration 41Q: 3 clusters Score -846090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -846090.312500 Penalty: 4404.011230
	Iteration 42Q: 3 clusters Score -846090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -846091.312500 Penalty: 4404.011230
	Iteration 43Q: 3 clusters Score -846091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -846095.187500 Penalty: 4404.011230
	Iteration 44Q: 3 clusters Score -846095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -846095.125000 Penalty: 4404.011230
	Iteration 45Q: 3 clusters Score -846095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -846101.750000 Penalty: 4404.011230
	Iteration 46Q: 3 clusters Score -846101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -846099.937500 Penalty: 4404.011230
	Iteration 47Q: 3 clusters Score -846099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -846102.500000 Penalty: 4404.011230
	Iteration 48Q: 3 clusters Score -846102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -846102.125000 Penalty: 4404.011230
	Iteration 49Q: 3 clusters Score -846102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -846103.750000 Penalty: 4404.011230
	Iteration 50Q: 3 clusters Score -846103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -846104.125000 Penalty: 4404.011230
	Iteration 51Q: 3 clusters Score -846104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -846105.812500 Penalty: 4404.011230
	Iteration 52Q: 3 clusters Score -846105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -846105.250000 Penalty: 4404.011230
	Iteration 53Q: 3 clusters Score -846105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -846105.250000 Penalty: 4404.011230
	Iteration 54F: 3 clusters Score -846105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Entering Unmasked Estep 
Score: -6801421.500000 Penalty: 2716.191162
	Iteration 0F: 2 clusters Score -6801422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -6762864.000000 Penalty: 5432.382324
	Iteration 0F: 3 clusters Score -6762864 nChanged 26550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -6777822.500000 Penalty: 5432.382324
	Iteration 1F: 3 clusters Score -6777822 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -6778312.000000 Penalty: 5432.382324
	Iteration 2Q: 3 clusters Score -6778312 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6778806.500000 Penalty: 5432.382324
	Iteration 3Q: 3 clusters Score -6778806 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6779286.000000 Penalty: 5432.382324
	Iteration 4Q: 3 clusters Score -6779286 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -6779911.500000 Penalty: 5432.382324
	Iteration 5Q: 3 clusters Score -6779912 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -6780743.000000 Penalty: 5432.382324
	Iteration 6Q: 3 clusters Score -6780743 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -6782121.500000 Penalty: 5432.382324
	Iteration 7Q: 3 clusters Score -6782122 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -6784409.000000 Penalty: 5432.382324
	Iteration 8F: 3 clusters Score -6784409 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -6787992.000000 Penalty: 5432.382324
	Iteration 9F: 3 clusters Score -6787992 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -6792039.000000 Penalty: 5432.382324
	Iteration 10F: 3 clusters Score -6792039 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6795299.500000 Penalty: 5432.382324
	Iteration 11F: 3 clusters Score -6795300 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6797278.000000 Penalty: 5432.382324
	Iteration 12Q: 3 clusters Score -6797278 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6798313.500000 Penalty: 5432.382324
	Iteration 13Q: 3 clusters Score -6798314 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6798847.500000 Penalty: 5432.382324
	Iteration 14Q: 3 clusters Score -6798848 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6799109.000000 Penalty: 5432.382324
	Iteration 15Q: 3 clusters Score -6799109 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6799272.500000 Penalty: 5432.382324
	Iteration 16Q: 3 clusters Score -6799272 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6799366.500000 Penalty: 5432.382324
	Iteration 17Q: 3 clusters Score -6799366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6799424.500000 Penalty: 5432.382324
	Iteration 18Q: 3 clusters Score -6799424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6799462.500000 Penalty: 5432.382324
	Iteration 19Q: 3 clusters Score -6799462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6799495.000000 Penalty: 5432.382324
	Iteration 20F: 3 clusters Score -6799495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6799524.000000 Penalty: 5432.382324
	Iteration 21Q: 3 clusters Score -6799524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6799515.500000 Penalty: 5432.382324
	Iteration 22Q: 3 clusters Score -6799516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6799523.500000 Penalty: 5432.382324
	Iteration 23Q: 3 clusters Score -6799524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6799529.000000 Penalty: 5432.382324
	Iteration 24Q: 3 clusters Score -6799529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6799537.500000 Penalty: 5432.382324
	Iteration 25Q: 3 clusters Score -6799538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6799534.500000 Penalty: 5432.382324
	Iteration 26Q: 3 clusters Score -6799534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6799539.000000 Penalty: 5432.382324
	Iteration 27Q: 3 clusters Score -6799539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6799540.000000 Penalty: 5432.382324
	Iteration 28Q: 3 clusters Score -6799540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6799548.500000 Penalty: 5432.382324
	Iteration 29Q: 3 clusters Score -6799548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6799560.500000 Penalty: 5432.382324
	Iteration 30Q: 3 clusters Score -6799560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6799557.000000 Penalty: 5432.382324
	Iteration 31Q: 3 clusters Score -6799557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6799556.000000 Penalty: 5432.382324
	Iteration 32Q: 3 clusters Score -6799556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6799559.000000 Penalty: 5432.382324
	Iteration 33Q: 3 clusters Score -6799559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6799559.500000 Penalty: 5432.382324
	Iteration 34Q: 3 clusters Score -6799560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6799559.500000 Penalty: 5432.382324
	Iteration 35Q: 3 clusters Score -6799560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6799560.500000 Penalty: 5432.382324
	Iteration 36Q: 3 clusters Score -6799560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6799558.000000 Penalty: 5432.382324
	Iteration 37Q: 3 clusters Score -6799558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6799562.500000 Penalty: 5432.382324
	Iteration 38Q: 3 clusters Score -6799562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6799564.500000 Penalty: 5432.382324
	Iteration 39Q: 3 clusters Score -6799564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6799568.500000 Penalty: 5432.382324
	Iteration 40F: 3 clusters Score -6799568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6799574.500000 Penalty: 5432.382324
	Iteration 41Q: 3 clusters Score -6799574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6799568.000000 Penalty: 5432.382324
	Iteration 42Q: 3 clusters Score -6799568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6799566.000000 Penalty: 5432.382324
	Iteration 43Q: 3 clusters Score -6799566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6799564.000000 Penalty: 5432.382324
	Iteration 44Q: 3 clusters Score -6799564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6799564.000000 Penalty: 5432.382324
	Iteration 45F: 3 clusters Score -6799564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -90771.859375 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -90771.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88923.390625 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -88923.39 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89178.953125 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -89178.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89254.546875 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -89254.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89277.406250 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -89277.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89289.851562 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -89289.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89292.937500 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -89292.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89297.789062 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -89297.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89297.789062 Penalty: 3335.020996
	Iteration 7F: 3 clusters Score -89297.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188844 members 
Entering Unmasked Estep 
Score: -22226226.000000 Penalty: 3012.871826
	Iteration 0F: 2 clusters Score -2.222623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -22105160.000000 Penalty: 6025.743652
	Iteration 0F: 3 clusters Score -2.210516e+07 nChanged 90848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -22157624.000000 Penalty: 6025.743652
	Iteration 1F: 3 clusters Score -2.215762e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -22158510.000000 Penalty: 6025.743652
	Iteration 2Q: 3 clusters Score -2.215851e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -22159768.000000 Penalty: 6025.743652
	Iteration 3Q: 3 clusters Score -2.215977e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -22161538.000000 Penalty: 6025.743652
	Iteration 4Q: 3 clusters Score -2.216154e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -22164226.000000 Penalty: 6025.743652
	Iteration 5Q: 3 clusters Score -2.216423e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -22168454.000000 Penalty: 6025.743652
	Iteration 6Q: 3 clusters Score -2.216845e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -22175148.000000 Penalty: 6025.743652
	Iteration 7F: 3 clusters Score -2.217515e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -22184626.000000 Penalty: 6025.743652
	Iteration 8F: 3 clusters Score -2.218463e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 120004 members 
Entering Unmasked Estep 
Score: -22195982.000000 Penalty: 6025.743652
	Iteration 9F: 3 clusters Score -2.219598e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -22204684.000000 Penalty: 6025.743652
	Iteration 10F: 3 clusters Score -2.220468e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -22208836.000000 Penalty: 6025.743652
	Iteration 11Q: 3 clusters Score -2.220884e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -22210596.000000 Penalty: 6025.743652
	Iteration 12Q: 3 clusters Score -2.22106e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -22211794.000000 Penalty: 6025.743652
	Iteration 13Q: 3 clusters Score -2.221179e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 138623 members 
Entering Unmasked Estep 
Score: -22212838.000000 Penalty: 6025.743652
	Iteration 14Q: 3 clusters Score -2.221284e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 141699 members 
Entering Unmasked Estep 
Score: -22214008.000000 Penalty: 6025.743652
	Iteration 15Q: 3 clusters Score -2.221401e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -22215172.000000 Penalty: 6025.743652
	Iteration 16Q: 3 clusters Score -2.221517e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -22216420.000000 Penalty: 6025.743652
	Iteration 17Q: 3 clusters Score -2.221642e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -22217380.000000 Penalty: 6025.743652
	Iteration 18Q: 3 clusters Score -2.221738e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -22218366.000000 Penalty: 6025.743652
	Iteration 19Q: 3 clusters Score -2.221837e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -22219340.000000 Penalty: 6025.743652
	Iteration 20F: 3 clusters Score -2.221934e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -22220266.000000 Penalty: 6025.743652
	Iteration 21Q: 3 clusters Score -2.222027e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -22220962.000000 Penalty: 6025.743652
	Iteration 22Q: 3 clusters Score -2.222096e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 165165 members 
Entering Unmasked Estep 
Score: -22221584.000000 Penalty: 6025.743652
	Iteration 23Q: 3 clusters Score -2.222158e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -22222268.000000 Penalty: 6025.743652
	Iteration 24Q: 3 clusters Score -2.222227e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -22222766.000000 Penalty: 6025.743652
	Iteration 25Q: 3 clusters Score -2.222277e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 172343 members 
Entering Unmasked Estep 
Score: -22223216.000000 Penalty: 6025.743652
	Iteration 26Q: 3 clusters Score -2.222322e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 174294 members 
Entering Unmasked Estep 
Score: -22223670.000000 Penalty: 6025.743652
	Iteration 27Q: 3 clusters Score -2.222367e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -22223876.000000 Penalty: 6025.743652
	Iteration 28Q: 3 clusters Score -2.222388e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -22224066.000000 Penalty: 6025.743652
	Iteration 29Q: 3 clusters Score -2.222407e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 179013 members 
Entering Unmasked Estep 
Score: -22224342.000000 Penalty: 6025.743652
	Iteration 30Q: 3 clusters Score -2.222434e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -22224500.000000 Penalty: 6025.743652
	Iteration 31Q: 3 clusters Score -2.22245e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 181168 members 
Entering Unmasked Estep 
Score: -22224560.000000 Penalty: 6025.743652
	Iteration 32Q: 3 clusters Score -2.222456e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 182015 members 
Entering Unmasked Estep 
Score: -22224702.000000 Penalty: 6025.743652
	Iteration 33Q: 3 clusters Score -2.22247e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 182737 members 
Entering Unmasked Estep 
Score: -22224684.000000 Penalty: 6025.743652
	Iteration 34Q: 3 clusters Score -2.222468e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -22224670.000000 Penalty: 6025.743652
	Iteration 35Q: 3 clusters Score -2.222467e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 183774 members 
Entering Unmasked Estep 
Score: -22224726.000000 Penalty: 6025.743652
	Iteration 36Q: 3 clusters Score -2.222473e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -22224760.000000 Penalty: 6025.743652
	Iteration 37Q: 3 clusters Score -2.222476e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 184512 members 
Entering Unmasked Estep 
Score: -22224796.000000 Penalty: 6025.743652
	Iteration 38Q: 3 clusters Score -2.22248e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 184816 members 
Entering Unmasked Estep 
Score: -22224850.000000 Penalty: 6025.743652
	Iteration 39Q: 3 clusters Score -2.222485e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 185074 members 
Entering Unmasked Estep 
Score: -22224806.000000 Penalty: 6025.743652
	Iteration 40F: 3 clusters Score -2.222481e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 185298 members 
Entering Unmasked Estep 
Score: -22224808.000000 Penalty: 6025.743652
	Iteration 41Q: 3 clusters Score -2.222481e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 185486 members 
Entering Unmasked Estep 
Score: -22224870.000000 Penalty: 6025.743652
	Iteration 42Q: 3 clusters Score -2.222487e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 185675 members 
Entering Unmasked Estep 
Score: -22224892.000000 Penalty: 6025.743652
	Iteration 43Q: 3 clusters Score -2.222489e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 185841 members 
Entering Unmasked Estep 
Score: -22224902.000000 Penalty: 6025.743652
	Iteration 44Q: 3 clusters Score -2.22249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 185968 members 
Entering Unmasked Estep 
Score: -22224940.000000 Penalty: 6025.743652
	Iteration 45Q: 3 clusters Score -2.222494e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 186066 members 
Entering Unmasked Estep 
Score: -22224908.000000 Penalty: 6025.743652
	Iteration 46Q: 3 clusters Score -2.222491e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 186164 members 
Entering Unmasked Estep 
Score: -22224868.000000 Penalty: 6025.743652
	Iteration 47Q: 3 clusters Score -2.222487e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 186248 members 
Entering Unmasked Estep 
Score: -22224896.000000 Penalty: 6025.743652
	Iteration 48Q: 3 clusters Score -2.22249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 186319 members 
Entering Unmasked Estep 
Score: -22224890.000000 Penalty: 6025.743652
	Iteration 49Q: 3 clusters Score -2.222489e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 186377 members 
Entering Unmasked Estep 
Score: -22224888.000000 Penalty: 6025.743652
	Iteration 50Q: 3 clusters Score -2.222489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 186430 members 
Entering Unmasked Estep 
Score: -22224914.000000 Penalty: 6025.743652
	Iteration 51Q: 3 clusters Score -2.222491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -22224922.000000 Penalty: 6025.743652
	Iteration 52Q: 3 clusters Score -2.222492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 186491 members 
Entering Unmasked Estep 
Score: -22224936.000000 Penalty: 6025.743652
	Iteration 53Q: 3 clusters Score -2.222494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 186520 members 
Entering Unmasked Estep 
Score: -22224908.000000 Penalty: 6025.743652
	Iteration 54Q: 3 clusters Score -2.222491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 186535 members 
Entering Unmasked Estep 
Score: -22224918.000000 Penalty: 6025.743652
	Iteration 55Q: 3 clusters Score -2.222492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 186551 members 
Entering Unmasked Estep 
Score: -22224896.000000 Penalty: 6025.743652
	Iteration 56Q: 3 clusters Score -2.22249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -22224906.000000 Penalty: 6025.743652
	Iteration 57Q: 3 clusters Score -2.222491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -22224900.000000 Penalty: 6025.743652
	Iteration 58Q: 3 clusters Score -2.22249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 186577 members 
Entering Unmasked Estep 
Score: -22224898.000000 Penalty: 6025.743652
	Iteration 59Q: 3 clusters Score -2.22249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 186586 members 
Entering Unmasked Estep 
Score: -22224884.000000 Penalty: 6025.743652
	Iteration 60F: 3 clusters Score -2.222488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 186593 members 
Entering Unmasked Estep 
Score: -22224904.000000 Penalty: 6025.743652
	Iteration 61Q: 3 clusters Score -2.22249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -22224910.000000 Penalty: 6025.743652
	Iteration 62Q: 3 clusters Score -2.222491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 186600 members 
Entering Unmasked Estep 
Score: -22224900.000000 Penalty: 6025.743652
	Iteration 63Q: 3 clusters Score -2.22249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -22224904.000000 Penalty: 6025.743652
	Iteration 64Q: 3 clusters Score -2.22249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -22224916.000000 Penalty: 6025.743652
	Iteration 65Q: 3 clusters Score -2.222492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -22224904.000000 Penalty: 6025.743652
	Iteration 66Q: 3 clusters Score -2.22249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 186621 members 
Entering Unmasked Estep 
Score: -22224886.000000 Penalty: 6025.743652
	Iteration 67Q: 3 clusters Score -2.222489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 186626 members 
Entering Unmasked Estep 
Score: -22224880.000000 Penalty: 6025.743652
	Iteration 68Q: 3 clusters Score -2.222488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 186627 members 
Entering Unmasked Estep 
Score: -22224892.000000 Penalty: 6025.743652
	Iteration 69Q: 3 clusters Score -2.222489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 186631 members 
Entering Unmasked Estep 
Score: -22224894.000000 Penalty: 6025.743652
	Iteration 70Q: 3 clusters Score -2.222489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -22224878.000000 Penalty: 6025.743652
	Iteration 71Q: 3 clusters Score -2.222488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -22224872.000000 Penalty: 6025.743652
	Iteration 72Q: 3 clusters Score -2.222487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 186651 members 
Entering Unmasked Estep 
Score: -22224880.000000 Penalty: 6025.743652
	Iteration 73Q: 3 clusters Score -2.222488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -22224860.000000 Penalty: 6025.743652
	Iteration 74Q: 3 clusters Score -2.222486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 186664 members 
Entering Unmasked Estep 
Score: -22224868.000000 Penalty: 6025.743652
	Iteration 75Q: 3 clusters Score -2.222487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 186668 members 
Entering Unmasked Estep 
Score: -22224866.000000 Penalty: 6025.743652
	Iteration 76Q: 3 clusters Score -2.222487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 186670 members 
Entering Unmasked Estep 
Score: -22224868.000000 Penalty: 6025.743652
	Iteration 77Q: 3 clusters Score -2.222487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 186670 members 
Entering Unmasked Estep 
Score: -22224868.000000 Penalty: 6025.743652
	Iteration 78F: 3 clusters Score -2.222487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Entering Unmasked Estep 
Score: -6659847.000000 Penalty: 2712.911865
	Iteration 0F: 2 clusters Score -6659847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6622038.000000 Penalty: 5425.823730
	Iteration 0F: 3 clusters Score -6622038 nChanged 26111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6636551.000000 Penalty: 5425.823730
	Iteration 1F: 3 clusters Score -6636551 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6637205.000000 Penalty: 5425.823730
	Iteration 2Q: 3 clusters Score -6637205 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6637773.000000 Penalty: 5425.823730
	Iteration 3Q: 3 clusters Score -6637773 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -6638564.000000 Penalty: 5425.823730
	Iteration 4Q: 3 clusters Score -6638564 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6639671.000000 Penalty: 5425.823730
	Iteration 5Q: 3 clusters Score -6639671 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6641054.000000 Penalty: 5425.823730
	Iteration 6Q: 3 clusters Score -6641054 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -6642679.000000 Penalty: 5425.823730
	Iteration 7F: 3 clusters Score -6642679 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6644357.500000 Penalty: 5425.823730
	Iteration 8F: 3 clusters Score -6644358 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -6645747.500000 Penalty: 5425.823730
	Iteration 9F: 3 clusters Score -6645748 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6646815.500000 Penalty: 5425.823730
	Iteration 10Q: 3 clusters Score -6646816 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6647561.000000 Penalty: 5425.823730
	Iteration 11Q: 3 clusters Score -6647561 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6648104.500000 Penalty: 5425.823730
	Iteration 12Q: 3 clusters Score -6648104 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -6648505.000000 Penalty: 5425.823730
	Iteration 13Q: 3 clusters Score -6648505 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -6648760.500000 Penalty: 5425.823730
	Iteration 14Q: 3 clusters Score -6648760 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6648920.500000 Penalty: 5425.823730
	Iteration 15Q: 3 clusters Score -6648920 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6649096.500000 Penalty: 5425.823730
	Iteration 16Q: 3 clusters Score -6649096 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6649193.500000 Penalty: 5425.823730
	Iteration 17Q: 3 clusters Score -6649194 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -6649319.500000 Penalty: 5425.823730
	Iteration 18Q: 3 clusters Score -6649320 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -6649465.000000 Penalty: 5425.823730
	Iteration 19Q: 3 clusters Score -6649465 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -6649593.500000 Penalty: 5425.823730
	Iteration 20F: 3 clusters Score -6649594 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -6649752.500000 Penalty: 5425.823730
	Iteration 21Q: 3 clusters Score -6649752 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6649960.500000 Penalty: 5425.823730
	Iteration 22Q: 3 clusters Score -6649960 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -6650193.500000 Penalty: 5425.823730
	Iteration 23Q: 3 clusters Score -6650194 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -6650520.500000 Penalty: 5425.823730
	Iteration 24Q: 3 clusters Score -6650520 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -6650904.000000 Penalty: 5425.823730
	Iteration 25Q: 3 clusters Score -6650904 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -6651296.500000 Penalty: 5425.823730
	Iteration 26Q: 3 clusters Score -6651296 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -6651854.500000 Penalty: 5425.823730
	Iteration 27Q: 3 clusters Score -6651854 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -6652434.000000 Penalty: 5425.823730
	Iteration 28Q: 3 clusters Score -6652434 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -6653045.000000 Penalty: 5425.823730
	Iteration 29Q: 3 clusters Score -6653045 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -6653757.000000 Penalty: 5425.823730
	Iteration 30Q: 3 clusters Score -6653757 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6654414.500000 Penalty: 5425.823730
	Iteration 31Q: 3 clusters Score -6654414 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -6655086.500000 Penalty: 5425.823730
	Iteration 32Q: 3 clusters Score -6655086 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6655627.000000 Penalty: 5425.823730
	Iteration 33Q: 3 clusters Score -6655627 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6656142.500000 Penalty: 5425.823730
	Iteration 34Q: 3 clusters Score -6656142 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6656566.500000 Penalty: 5425.823730
	Iteration 35Q: 3 clusters Score -6656566 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6656810.500000 Penalty: 5425.823730
	Iteration 36Q: 3 clusters Score -6656810 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6656995.000000 Penalty: 5425.823730
	Iteration 37Q: 3 clusters Score -6656995 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6657122.000000 Penalty: 5425.823730
	Iteration 38Q: 3 clusters Score -6657122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6657224.500000 Penalty: 5425.823730
	Iteration 39Q: 3 clusters Score -6657224 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6657314.000000 Penalty: 5425.823730
	Iteration 40F: 3 clusters Score -6657314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6657374.500000 Penalty: 5425.823730
	Iteration 41Q: 3 clusters Score -6657374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6657426.500000 Penalty: 5425.823730
	Iteration 42Q: 3 clusters Score -6657426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6657464.000000 Penalty: 5425.823730
	Iteration 43Q: 3 clusters Score -6657464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6657496.000000 Penalty: 5425.823730
	Iteration 44Q: 3 clusters Score -6657496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6657526.500000 Penalty: 5425.823730
	Iteration 45Q: 3 clusters Score -6657526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6657548.000000 Penalty: 5425.823730
	Iteration 46Q: 3 clusters Score -6657548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6657557.000000 Penalty: 5425.823730
	Iteration 47Q: 3 clusters Score -6657557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6657576.000000 Penalty: 5425.823730
	Iteration 48Q: 3 clusters Score -6657576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6657589.000000 Penalty: 5425.823730
	Iteration 49Q: 3 clusters Score -6657589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6657592.000000 Penalty: 5425.823730
	Iteration 50Q: 3 clusters Score -6657592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6657603.000000 Penalty: 5425.823730
	Iteration 51Q: 3 clusters Score -6657603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6657606.500000 Penalty: 5425.823730
	Iteration 52Q: 3 clusters Score -6657606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6657613.000000 Penalty: 5425.823730
	Iteration 53Q: 3 clusters Score -6657613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6657615.500000 Penalty: 5425.823730
	Iteration 54Q: 3 clusters Score -6657616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6657614.000000 Penalty: 5425.823730
	Iteration 55Q: 3 clusters Score -6657614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6657615.500000 Penalty: 5425.823730
	Iteration 56Q: 3 clusters Score -6657616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6657628.000000 Penalty: 5425.823730
	Iteration 57Q: 3 clusters Score -6657628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6657621.000000 Penalty: 5425.823730
	Iteration 58Q: 3 clusters Score -6657621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6657625.000000 Penalty: 5425.823730
	Iteration 59Q: 3 clusters Score -6657625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6657625.500000 Penalty: 5425.823730
	Iteration 60F: 3 clusters Score -6657626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6657633.000000 Penalty: 5425.823730
	Iteration 61Q: 3 clusters Score -6657633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6657632.500000 Penalty: 5425.823730
	Iteration 62Q: 3 clusters Score -6657632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6657632.500000 Penalty: 5425.823730
	Iteration 63F: 3 clusters Score -6657632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Entering Unmasked Estep 
Score: -14909749.000000 Penalty: 2912.357910
	Iteration 0F: 2 clusters Score -1.490975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -14825229.000000 Penalty: 5824.715820
	Iteration 0F: 3 clusters Score -1.482523e+07 nChanged 59896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -14859905.000000 Penalty: 5824.715820
	Iteration 1F: 3 clusters Score -1.48599e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -14861226.000000 Penalty: 5824.715820
	Iteration 2Q: 3 clusters Score -1.486123e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -14863659.000000 Penalty: 5824.715820
	Iteration 3Q: 3 clusters Score -1.486366e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -14868310.000000 Penalty: 5824.715820
	Iteration 4F: 3 clusters Score -1.486831e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -14876736.000000 Penalty: 5824.715820
	Iteration 5F: 3 clusters Score -1.487674e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -14888790.000000 Penalty: 5824.715820
	Iteration 6F: 3 clusters Score -1.488879e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -14899670.000000 Penalty: 5824.715820
	Iteration 7F: 3 clusters Score -1.489967e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -14905036.000000 Penalty: 5824.715820
	Iteration 8Q: 3 clusters Score -1.490504e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125388 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14906613.000000 Penalty: 5824.715820
	Iteration 9Q: 3 clusters Score -1.490661e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14906956.000000 Penalty: 5824.715820
	Iteration 10Q: 3 clusters Score -1.490696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14907049.000000 Penalty: 5824.715820
	Iteration 11Q: 3 clusters Score -1.490705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14907082.000000 Penalty: 5824.715820
	Iteration 12Q: 3 clusters Score -1.490708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14907114.000000 Penalty: 5824.715820
	Iteration 13Q: 3 clusters Score -1.490711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14907147.000000 Penalty: 5824.715820
	Iteration 14Q: 3 clusters Score -1.490715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14907148.000000 Penalty: 5824.715820
	Iteration 15Q: 3 clusters Score -1.490715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125746 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14907152.000000 Penalty: 5824.715820
	Iteration 16Q: 3 clusters Score -1.490715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14907152.000000 Penalty: 5824.715820
	Iteration 17Q: 3 clusters Score -1.490715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14907152.000000 Penalty: 5824.715820
	Iteration 18F: 3 clusters Score -1.490715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Entering Unmasked Estep 
Score: -9032210.000000 Penalty: 2787.135254
	Iteration 0F: 2 clusters Score -9032210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -8981479.000000 Penalty: 5574.270508
	Iteration 0F: 3 clusters Score -8981479 nChanged 35595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -9001579.000000 Penalty: 5574.270508
	Iteration 1F: 3 clusters Score -9001579 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5574.270508
	Iteration 2Q: 3 clusters Score -9002511 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -9003834.000000 Penalty: 5574.270508
	Iteration 3Q: 3 clusters Score -9003834 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -9005699.000000 Penalty: 5574.270508
	Iteration 4Q: 3 clusters Score -9005699 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -9008032.000000 Penalty: 5574.270508
	Iteration 5Q: 3 clusters Score -9008032 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -9010905.000000 Penalty: 5574.270508
	Iteration 6F: 3 clusters Score -9010905 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -9013831.000000 Penalty: 5574.270508
	Iteration 7F: 3 clusters Score -9013831 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -9016885.000000 Penalty: 5574.270508
	Iteration 8F: 3 clusters Score -9016885 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -9019327.000000 Penalty: 5574.270508
	Iteration 9F: 3 clusters Score -9019327 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -9021159.000000 Penalty: 5574.270508
	Iteration 10Q: 3 clusters Score -9021159 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -9022363.000000 Penalty: 5574.270508
	Iteration 11Q: 3 clusters Score -9022363 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -9023026.000000 Penalty: 5574.270508
	Iteration 12Q: 3 clusters Score -9023026 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -9023403.000000 Penalty: 5574.270508
	Iteration 13Q: 3 clusters Score -9023403 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -9023700.000000 Penalty: 5574.270508
	Iteration 14Q: 3 clusters Score -9023700 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -9023988.000000 Penalty: 5574.270508
	Iteration 15Q: 3 clusters Score -9023988 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -9024207.000000 Penalty: 5574.270508
	Iteration 16Q: 3 clusters Score -9024207 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -9024399.000000 Penalty: 5574.270508
	Iteration 17Q: 3 clusters Score -9024399 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -9024705.000000 Penalty: 5574.270508
	Iteration 18Q: 3 clusters Score -9024705 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -9025063.000000 Penalty: 5574.270508
	Iteration 19Q: 3 clusters Score -9025063 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -9025275.000000 Penalty: 5574.270508
	Iteration 20F: 3 clusters Score -9025275 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -9025569.000000 Penalty: 5574.270508
	Iteration 21Q: 3 clusters Score -9025569 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -9025848.000000 Penalty: 5574.270508
	Iteration 22Q: 3 clusters Score -9025848 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -9026143.000000 Penalty: 5574.270508
	Iteration 23Q: 3 clusters Score -9026143 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -9026393.000000 Penalty: 5574.270508
	Iteration 24Q: 3 clusters Score -9026393 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -9026684.000000 Penalty: 5574.270508
	Iteration 25Q: 3 clusters Score -9026684 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -9026906.000000 Penalty: 5574.270508
	Iteration 26Q: 3 clusters Score -9026906 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -9027171.000000 Penalty: 5574.270508
	Iteration 27Q: 3 clusters Score -9027171 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -9027430.000000 Penalty: 5574.270508
	Iteration 28Q: 3 clusters Score -9027430 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9027677 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9027895 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -9028079.000000 Penalty: 5574.270508
	Iteration 31Q: 3 clusters Score -9028079 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -9028309.000000 Penalty: 5574.270508
	Iteration 32Q: 3 clusters Score -9028309 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -9028518.000000 Penalty: 5574.270508
	Iteration 33Q: 3 clusters Score -9028518 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -9028743.000000 Penalty: 5574.270508
	Iteration 34Q: 3 clusters Score -9028743 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -9028851.000000 Penalty: 5574.270508
	Iteration 35Q: 3 clusters Score -9028851 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9028931.000000 Penalty: 5574.270508
	Iteration 36Q: 3 clusters Score -9028931 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -9029034.000000 Penalty: 5574.270508
	Iteration 37Q: 3 clusters Score -9029034 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -9029133.000000 Penalty: 5574.270508
	Iteration 38Q: 3 clusters Score -9029133 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -9029215.000000 Penalty: 5574.270508
	Iteration 39Q: 3 clusters Score -9029215 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9029317 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9029396 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9029434 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9029471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -9029535.000000 Penalty: 5574.270508
	Iteration 44Q: 3 clusters Score -9029535 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9029591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9029635 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -9029665.000000 Penalty: 5574.270508
	Iteration 47Q: 3 clusters Score -9029665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9029702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -9029712.000000 Penalty: 5574.270508
	Iteration 49Q: 3 clusters Score -9029712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -9029733.000000 Penalty: 5574.270508
	Iteration 50Q: 3 clusters Score -9029733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -9029726.000000 Penalty: 5574.270508
	Iteration 51Q: 3 clusters Score -9029726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -9029756.000000 Penalty: 5574.270508
	Iteration 52Q: 3 clusters Score -9029756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9029780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9029803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9029820.000000 Penalty: 5574.270508
	Iteration 55Q: 3 clusters Score -9029820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -9029839.000000 Penalty: 5574.270508
	Iteration 56Q: 3 clusters Score -9029839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9029842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9029854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9029859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9029860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9029871.000000 Penalty: 5574.270508
	Iteration 61Q: 3 clusters Score -9029871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -9029883.000000 Penalty: 5574.270508
	Iteration 62Q: 3 clusters Score -9029883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9029880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9029874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
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	Iteration 65F: 3 clusters Score -9029874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 88743 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 181815 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 178491 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 57090 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 188844 members 
Mstep: Class 16 contains 56340 members 
Mstep: Class 17 contains 125917 members 
Mstep: Class 19 contains 75997 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -1.180528e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16579 members 
Mstep: Class 5 contains 89035 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 182036 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 178319 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 57607 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 188893 members 
Mstep: Class 16 contains 56317 members 
Mstep: Class 17 contains 125052 members 
Mstep: Class 19 contains 76133 members 
Entering Unmasked Estep 
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Iteration 80F: 19 clusters Score -1.180532e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16576 members 
Mstep: Class 5 contains 89348 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 182184 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 178226 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 58073 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 188881 members 
Mstep: Class 16 contains 56308 members 
Mstep: Class 17 contains 124211 members 
Mstep: Class 19 contains 76270 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -1.180536e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8334 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16580 members 
Mstep: Class 5 contains 89676 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 182368 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 178242 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 58492 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 188819 members 
Mstep: Class 16 contains 56293 members 
Mstep: Class 17 contains 123303 members 
Mstep: Class 19 contains 76402 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -1.180539e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 89944 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 182584 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178317 members 
Mstep: Class 12 contains 7077 members 
Mstep: Class 13 contains 58875 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 188725 members 
Mstep: Class 16 contains 56283 members 
Mstep: Class 17 contains 122419 members 
Mstep: Class 19 contains 76521 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -1.180541e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8334 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 90233 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 182807 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178366 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 59255 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 188637 members 
Mstep: Class 16 contains 56269 members 
Mstep: Class 17 contains 121540 members 
Mstep: Class 19 contains 76653 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -1.180543e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 16574 members 
Mstep: Class 5 contains 90572 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 183008 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178494 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 59661 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 188407 members 
Mstep: Class 16 contains 56260 members 
Mstep: Class 17 contains 120654 members 
Mstep: Class 19 contains 76792 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -1.180542e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 90882 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 183210 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178619 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 60066 members 
Mstep: Class 14 contains 874 members 
Mstep: Class 15 contains 188206 members 
Mstep: Class 16 contains 56252 members 
Mstep: Class 17 contains 119798 members 
Mstep: Class 19 contains 76894 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -1.180547e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 91178 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 183440 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178763 members 
Mstep: Class 12 contains 6986 members 
Mstep: Class 13 contains 60475 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 188041 members 
Mstep: Class 16 contains 56246 members 
Mstep: Class 17 contains 118847 members 
Mstep: Class 19 contains 76997 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -1.180547e+08 nChanged 2440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 91458 members 
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Mstep: Class 7 contains 3675 members 
Mstep: Class 8 contains 183643 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178862 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 60889 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 187901 members 
Mstep: Class 16 contains 56236 members 
Mstep: Class 17 contains 117931 members 
Mstep: Class 19 contains 77129 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -1.180549e+08 nChanged 2365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 91736 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 183806 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 178986 members 
Mstep: Class 12 contains 6953 members 
Mstep: Class 13 contains 61274 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 187809 members 
Mstep: Class 16 contains 56221 members 
Mstep: Class 17 contains 117013 members 
Mstep: Class 19 contains 77256 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -1.180553e+08 nChanged 2238
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8325 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 92028 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 183992 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 179063 members 
Mstep: Class 12 contains 6939 members 
Mstep: Class 13 contains 61606 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 187777 members 
Mstep: Class 16 contains 56207 members 
Mstep: Class 17 contains 116122 members 
Mstep: Class 19 contains 77351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055416.000000 Penalty: 61757.199219
Iteration 90Q: 19 clusters Score -1.180554e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16617 members 
Mstep: Class 5 contains 92297 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 184198 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 179188 members 
Mstep: Class 12 contains 6928 members 
Mstep: Class 13 contains 61918 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 187769 members 
Mstep: Class 16 contains 56198 members 
Mstep: Class 17 contains 115197 members 
Mstep: Class 19 contains 77426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055488.000000 Penalty: 61757.199219
Iteration 91Q: 19 clusters Score -1.180555e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8334 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 92558 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 184428 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 179303 members 
Mstep: Class 12 contains 6920 members 
Mstep: Class 13 contains 62204 members 
Mstep: Class 14 contains 903 members 
Mstep: Class 15 contains 187771 members 
Mstep: Class 16 contains 56187 members 
Mstep: Class 17 contains 114260 members 
Mstep: Class 19 contains 77505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055600.000000 Penalty: 61757.199219
Iteration 92Q: 19 clusters Score -1.180556e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16655 members 
Mstep: Class 5 contains 92815 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 184698 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179419 members 
Mstep: Class 12 contains 6906 members 
Mstep: Class 13 contains 62465 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 187797 members 
Mstep: Class 16 contains 56182 members 
Mstep: Class 17 contains 113314 members 
Mstep: Class 19 contains 77579 members 
Entering Unmasked Estep 
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Score: -118055424.000000 Penalty: 61757.199219
Iteration 93Q: 19 clusters Score -1.180554e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 93066 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 184967 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179502 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 62716 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 187863 members 
Mstep: Class 16 contains 56180 members 
Mstep: Class 17 contains 112350 members 
Mstep: Class 19 contains 77670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055488.000000 Penalty: 61757.199219
Iteration 94Q: 19 clusters Score -1.180555e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16721 members 
Mstep: Class 5 contains 93281 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 185163 members 
Mstep: Class 9 contains 4441 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179573 members 
Mstep: Class 12 contains 6882 members 
Mstep: Class 13 contains 62982 members 
Mstep: Class 14 contains 916 members 
Mstep: Class 15 contains 187878 members 
Mstep: Class 16 contains 56172 members 
Mstep: Class 17 contains 111516 members 
Mstep: Class 19 contains 77754 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -1.180554e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 16758 members 
Mstep: Class 5 contains 93467 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 185357 members 
Mstep: Class 9 contains 4392 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179615 members 
Mstep: Class 12 contains 6876 members 
Mstep: Class 13 contains 63253 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 187886 members 
Mstep: Class 16 contains 56156 members 
Mstep: Class 17 contains 110747 members 
Mstep: Class 19 contains 77843 members 
Entering Unmasked Estep 
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Score: -118055160.000000 Penalty: 61757.199219
Iteration 96Q: 19 clusters Score -1.180552e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 93652 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 185564 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179629 members 
Mstep: Class 12 contains 6860 members 
Mstep: Class 13 contains 63500 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 187870 members 
Mstep: Class 16 contains 56149 members 
Mstep: Class 17 contains 110051 members 
Mstep: Class 19 contains 77902 members 
Entering Unmasked Estep 
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Score: -118055264.000000 Penalty: 61757.199219
Iteration 97Q: 19 clusters Score -1.180553e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 16834 members 
Mstep: Class 5 contains 93846 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 185740 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179696 members 
Mstep: Class 12 contains 6853 members 
Mstep: Class 13 contains 63725 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 15 contains 187842 members 
Mstep: Class 16 contains 56142 members 
Mstep: Class 17 contains 109371 members 
Mstep: Class 19 contains 77952 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -1.180552e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 16877 members 
Mstep: Class 5 contains 94041 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 185940 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179747 members 
Mstep: Class 12 contains 6850 members 
Mstep: Class 13 contains 63889 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 187881 members 
Mstep: Class 16 contains 56134 members 
Mstep: Class 17 contains 108636 members 
Mstep: Class 19 contains 78028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 19 clusters Score -1.180549e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16919 members 
Mstep: Class 5 contains 94241 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 186170 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179770 members 
Mstep: Class 12 contains 6845 members 
Mstep: Class 13 contains 64071 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 187905 members 
Mstep: Class 16 contains 56126 members 
Mstep: Class 17 contains 107919 members 
Mstep: Class 19 contains 78084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054960.000000 Penalty: 61757.199219
Iteration 100F: 19 clusters Score -1.18055e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8339 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 16952 members 
Mstep: Class 5 contains 94449 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3655 members 
Mstep: Class 8 contains 186349 members 
Mstep: Class 9 contains 4283 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179803 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 64280 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 187912 members 
Mstep: Class 16 contains 56118 members 
Mstep: Class 17 contains 107251 members 
Mstep: Class 19 contains 78138 members 
Entering Unmasked Estep 
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Score: -118054848.000000 Penalty: 61757.199219
Iteration 101Q: 19 clusters Score -1.180548e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 16983 members 
Mstep: Class 5 contains 94601 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 186557 members 
Mstep: Class 9 contains 4254 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179877 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 64469 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 187948 members 
Mstep: Class 16 contains 56113 members 
Mstep: Class 17 contains 106557 members 
Mstep: Class 19 contains 78186 members 
Entering Unmasked Estep 
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Score: -118054624.000000 Penalty: 61757.199219
Iteration 102Q: 19 clusters Score -1.180546e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 17013 members 
Mstep: Class 5 contains 94727 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 186731 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179916 members 
Mstep: Class 12 contains 6829 members 
Mstep: Class 13 contains 64664 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 188031 members 
Mstep: Class 16 contains 56110 members 
Mstep: Class 17 contains 105914 members 
Mstep: Class 19 contains 78218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054448.000000 Penalty: 61757.199219
Iteration 103Q: 19 clusters Score -1.180544e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 17042 members 
Mstep: Class 5 contains 94870 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 186893 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179960 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 64853 members 
Mstep: Class 14 contains 929 members 
Mstep: Class 15 contains 188090 members 
Mstep: Class 16 contains 56108 members 
Mstep: Class 17 contains 105279 members 
Mstep: Class 19 contains 78247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054424.000000 Penalty: 61757.199219
Iteration 104Q: 19 clusters Score -1.180544e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 17070 members 
Mstep: Class 5 contains 94998 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 187062 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 179992 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 65041 members 
Mstep: Class 14 contains 936 members 
Mstep: Class 15 contains 188123 members 
Mstep: Class 16 contains 56098 members 
Mstep: Class 17 contains 104697 members 
Mstep: Class 19 contains 78276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054432.000000 Penalty: 61757.199219
Iteration 105Q: 19 clusters Score -1.180544e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 17099 members 
Mstep: Class 5 contains 95147 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 187176 members 
Mstep: Class 9 contains 4164 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180082 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 65194 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 188155 members 
Mstep: Class 16 contains 56087 members 
Mstep: Class 17 contains 104113 members 
Mstep: Class 19 contains 78316 members 
Entering Unmasked Estep 
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Score: -118054216.000000 Penalty: 61757.199219
Iteration 106Q: 19 clusters Score -1.180542e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 17138 members 
Mstep: Class 5 contains 95257 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 187291 members 
Mstep: Class 9 contains 4154 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180145 members 
Mstep: Class 12 contains 6818 members 
Mstep: Class 13 contains 65343 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 188193 members 
Mstep: Class 16 contains 56076 members 
Mstep: Class 17 contains 103565 members 
Mstep: Class 19 contains 78370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054296.000000 Penalty: 61757.199219
Iteration 107Q: 19 clusters Score -1.180543e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 5 contains 95414 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 187419 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180218 members 
Mstep: Class 12 contains 6815 members 
Mstep: Class 13 contains 65475 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 188188 members 
Mstep: Class 16 contains 56070 members 
Mstep: Class 17 contains 103006 members 
Mstep: Class 19 contains 78423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054184.000000 Penalty: 61757.199219
Iteration 108Q: 19 clusters Score -1.180542e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17197 members 
Mstep: Class 5 contains 95562 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 187570 members 
Mstep: Class 9 contains 4143 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180256 members 
Mstep: Class 12 contains 6812 members 
Mstep: Class 13 contains 65612 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 188200 members 
Mstep: Class 16 contains 56063 members 
Mstep: Class 17 contains 102449 members 
Mstep: Class 19 contains 78479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 61757.199219
Iteration 109Q: 19 clusters Score -1.18054e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 95703 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 187713 members 
Mstep: Class 9 contains 4135 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180292 members 
Mstep: Class 12 contains 6805 members 
Mstep: Class 13 contains 65732 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 188222 members 
Mstep: Class 16 contains 56067 members 
Mstep: Class 17 contains 101927 members 
Mstep: Class 19 contains 78521 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -1.180543e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8399 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17251 members 
Mstep: Class 5 contains 95816 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 187860 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180354 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 65851 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 188241 members 
Mstep: Class 16 contains 56067 members 
Mstep: Class 17 contains 101413 members 
Mstep: Class 19 contains 78562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054488.000000 Penalty: 61757.199219
Iteration 111Q: 19 clusters Score -1.180545e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 95906 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 188001 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180421 members 
Mstep: Class 12 contains 6788 members 
Mstep: Class 13 contains 65938 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 188265 members 
Mstep: Class 16 contains 56059 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 19 contains 78605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054624.000000 Penalty: 61757.199219
Iteration 112Q: 19 clusters Score -1.180546e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 17309 members 
Mstep: Class 5 contains 96011 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 188166 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180484 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 66040 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 188266 members 
Mstep: Class 16 contains 56056 members 
Mstep: Class 17 contains 100473 members 
Mstep: Class 19 contains 78633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054552.000000 Penalty: 61757.199219
Iteration 113Q: 19 clusters Score -1.180546e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17340 members 
Mstep: Class 5 contains 96100 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 188291 members 
Mstep: Class 9 contains 4097 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180532 members 
Mstep: Class 12 contains 6773 members 
Mstep: Class 13 contains 66123 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 188295 members 
Mstep: Class 16 contains 56053 members 
Mstep: Class 17 contains 100052 members 
Mstep: Class 19 contains 78663 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -1.180547e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17378 members 
Mstep: Class 5 contains 96177 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 188399 members 
Mstep: Class 9 contains 4088 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180564 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 66207 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 188340 members 
Mstep: Class 16 contains 56048 members 
Mstep: Class 17 contains 99649 members 
Mstep: Class 19 contains 78697 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 19 clusters Score -1.180545e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17411 members 
Mstep: Class 5 contains 96257 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 188506 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180602 members 
Mstep: Class 12 contains 6764 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 188398 members 
Mstep: Class 16 contains 56044 members 
Mstep: Class 17 contains 99247 members 
Mstep: Class 19 contains 78720 members 
Entering Unmasked Estep 
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Iteration 116Q: 19 clusters Score -1.180544e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 96347 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 188593 members 
Mstep: Class 9 contains 4070 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180629 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 66341 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 188430 members 
Mstep: Class 16 contains 56041 members 
Mstep: Class 17 contains 98885 members 
Mstep: Class 19 contains 78740 members 
Entering Unmasked Estep 
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Iteration 117Q: 19 clusters Score -1.180543e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17490 members 
Mstep: Class 5 contains 96433 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 188675 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180675 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 66396 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 188468 members 
Mstep: Class 16 contains 56041 members 
Mstep: Class 17 contains 98528 members 
Mstep: Class 19 contains 78757 members 
Entering Unmasked Estep 
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Iteration 118Q: 19 clusters Score -1.180544e+08 nChanged 720
Entering ConstructFrom: 
Score: -118054432.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Entering Unmasked Estep 
Score: -2261534.500000 Penalty: 2448.613281
	Iteration 0F: 2 clusters Score -2261534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2247841.500000 Penalty: 4897.226562
	Iteration 0F: 3 clusters Score -2247842 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2252586.000000 Penalty: 4897.226562
	Iteration 1F: 3 clusters Score -2252586 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2253126.500000 Penalty: 4897.226562
	Iteration 2F: 3 clusters Score -2253126 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2253606.250000 Penalty: 4897.226562
	Iteration 3F: 3 clusters Score -2253606 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2254100.000000 Penalty: 4897.226562
	Iteration 4F: 3 clusters Score -2254100 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2254661.500000 Penalty: 4897.226562
	Iteration 5Q: 3 clusters Score -2254662 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2255413.250000 Penalty: 4897.226562
	Iteration 6F: 3 clusters Score -2255413 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2256304.000000 Penalty: 4897.226562
	Iteration 7F: 3 clusters Score -2256304 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2257206.750000 Penalty: 4897.226562
	Iteration 8F: 3 clusters Score -2257207 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2258059.750000 Penalty: 4897.226562
	Iteration 9F: 3 clusters Score -2258060 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2258679.500000 Penalty: 4897.226562
	Iteration 10Q: 3 clusters Score -2258680 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2259045.000000 Penalty: 4897.226562
	Iteration 11Q: 3 clusters Score -2259045 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2259222.500000 Penalty: 4897.226562
	Iteration 12Q: 3 clusters Score -2259222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2259364.000000 Penalty: 4897.226562
	Iteration 13Q: 3 clusters Score -2259364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2259437.250000 Penalty: 4897.226562
	Iteration 14Q: 3 clusters Score -2259437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2259489.500000 Penalty: 4897.226562
	Iteration 15Q: 3 clusters Score -2259490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2259520.750000 Penalty: 4897.226562
	Iteration 16Q: 3 clusters Score -2259521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2259549.000000 Penalty: 4897.226562
	Iteration 17Q: 3 clusters Score -2259549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2259581.500000 Penalty: 4897.226562
	Iteration 18Q: 3 clusters Score -2259582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2259616.250000 Penalty: 4897.226562
	Iteration 19Q: 3 clusters Score -2259616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2259643.500000 Penalty: 4897.226562
	Iteration 20F: 3 clusters Score -2259644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2259664.500000 Penalty: 4897.226562
	Iteration 21Q: 3 clusters Score -2259664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2259673.750000 Penalty: 4897.226562
	Iteration 22Q: 3 clusters Score -2259674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2259677.750000 Penalty: 4897.226562
	Iteration 23Q: 3 clusters Score -2259678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2259686.500000 Penalty: 4897.226562
	Iteration 24Q: 3 clusters Score -2259686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2259688.250000 Penalty: 4897.226562
	Iteration 25Q: 3 clusters Score -2259688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2259684.000000 Penalty: 4897.226562
	Iteration 26Q: 3 clusters Score -2259684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2259689.000000 Penalty: 4897.226562
	Iteration 27Q: 3 clusters Score -2259689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2259690.000000 Penalty: 4897.226562
	Iteration 28Q: 3 clusters Score -2259690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2259692.000000 Penalty: 4897.226562
	Iteration 29Q: 3 clusters Score -2259692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2259692.000000 Penalty: 4897.226562
	Iteration 30F: 3 clusters Score -2259692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -980433.687500 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -980433.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -973747.812500 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -973747.8 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -975566.562500 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -975566.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -975848.625000 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -975848.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -976042.750000 Penalty: 4482.970215
	Iteration 3Q: 3 clusters Score -976042.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -976223.187500 Penalty: 4482.970215
	Iteration 4Q: 3 clusters Score -976223.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -976387.125000 Penalty: 4482.970215
	Iteration 5Q: 3 clusters Score -976387.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -976516.187500 Penalty: 4482.970215
	Iteration 6Q: 3 clusters Score -976516.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -976642.000000 Penalty: 4482.970215
	Iteration 7Q: 3 clusters Score -976642 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -976773.062500 Penalty: 4482.970215
	Iteration 8Q: 3 clusters Score -976773.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -976893.500000 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -976893.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -977029.937500 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -977029.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -977165.687500 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -977165.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -977308.562500 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -977308.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -977446.687500 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -977446.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -977581.312500 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -977581.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -977707.687500 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -977707.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -977822.937500 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -977822.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -977937.687500 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -977937.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -978036.750000 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -978036.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -978112.375000 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -978112.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -978162.062500 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -978162.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -978199.000000 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -978199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -978224.687500 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -978224.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -978256.250000 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -978256.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -978291.437500 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -978291.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -978324.500000 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -978324.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -978350.312500 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -978350.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -978371.812500 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -978371.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -978389.625000 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -978389.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -978415.937500 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -978415.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -978444.250000 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -978444.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -978466.187500 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -978466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -978492.875000 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -978492.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -978503.937500 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -978503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -978510.750000 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -978510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -978513.312500 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -978513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -978516.937500 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -978516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -978517.250000 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -978517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -978518.500000 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -978518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -978518.437500 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -978518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -978518.437500 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -978518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -144873.062500 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -144873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -142776.265625 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -142776.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -143223.031250 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -143223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143361.140625 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -143361.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143449.015625 Penalty: 3579.852051
	Iteration 3Q: 3 clusters Score -143449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143536.046875 Penalty: 3579.852051
	Iteration 4Q: 3 clusters Score -143536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143609.171875 Penalty: 3579.852051
	Iteration 5Q: 3 clusters Score -143609.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143685.062500 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -143685.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143780.765625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -143780.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143895.703125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -143895.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143977.687500 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -143977.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -144034.921875 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -144034.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144075.953125 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -144076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144095.593750 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -144095.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144106.343750 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -144106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144109.718750 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -144109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144113.312500 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -144113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144117.125000 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -144117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144122.109375 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -144122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144134.921875 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -144134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144146.734375 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -144146.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144167.421875 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -144167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144215.796875 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -144215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144280.906250 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -144280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144326.843750 Penalty: 3579.852051
	Iteration 23Q: 3 clusters Score -144326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -144356.546875 Penalty: 3579.852051
	Iteration 24Q: 3 clusters Score -144356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144378.953125 Penalty: 3579.852051
	Iteration 25Q: 3 clusters Score -144379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144401.968750 Penalty: 3579.852051
	Iteration 26Q: 3 clusters Score -144402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144439.078125 Penalty: 3579.852051
	Iteration 27Q: 3 clusters Score -144439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144461.500000 Penalty: 3579.852051
	Iteration 28Q: 3 clusters Score -144461.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144488.421875 Penalty: 3579.852051
	Iteration 29Q: 3 clusters Score -144488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144520.625000 Penalty: 3579.852051
	Iteration 30Q: 3 clusters Score -144520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144539.515625 Penalty: 3579.852051
	Iteration 31Q: 3 clusters Score -144539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144563.593750 Penalty: 3579.852051
	Iteration 32Q: 3 clusters Score -144563.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -144590.437500 Penalty: 3579.852051
	Iteration 33Q: 3 clusters Score -144590.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -144629.031250 Penalty: 3579.852051
	Iteration 34Q: 3 clusters Score -144629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144670.328125 Penalty: 3579.852051
	Iteration 35Q: 3 clusters Score -144670.3 nChanged 15
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: -144695.734375 Penalty: 3579.852051
	Iteration 36Q: 3 clusters Score -144695.7 nChanged 9
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: -144711.328125 Penalty: 3579.852051
	Iteration 37Q: 3 clusters Score -144711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -144741.562500 Penalty: 3579.852051
	Iteration 38Q: 3 clusters Score -144741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -144748.796875 Penalty: 3579.852051
	Iteration 39Q: 3 clusters Score -144748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144750.843750 Penalty: 3579.852051
	Iteration 40F: 3 clusters Score -144750.8 nChanged 1
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: -144751.718750 Penalty: 3579.852051
	Iteration 41Q: 3 clusters Score -144751.7 nChanged 0
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: -144751.718750 Penalty: 3579.852051
	Iteration 42F: 3 clusters Score -144751.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Entering Unmasked Estep 
Score: -1985794.750000 Penalty: 2423.585938
	Iteration 0F: 2 clusters Score -1985795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1973322.625000 Penalty: 4847.171875
	Iteration 0F: 3 clusters Score -1973323 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1977340.625000 Penalty: 4847.171875
	Iteration 1F: 3 clusters Score -1977341 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1977915.500000 Penalty: 4847.171875
	Iteration 2F: 3 clusters Score -1977916 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1978647.000000 Penalty: 4847.171875
	Iteration 3F: 3 clusters Score -1978647 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1979508.000000 Penalty: 4847.171875
	Iteration 4F: 3 clusters Score -1979508 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1980280.875000 Penalty: 4847.171875
	Iteration 5F: 3 clusters Score -1980281 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1981080.750000 Penalty: 4847.171875
	Iteration 6F: 3 clusters Score -1981081 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1981876.375000 Penalty: 4847.171875
	Iteration 7F: 3 clusters Score -1981876 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1982583.125000 Penalty: 4847.171875
	Iteration 8F: 3 clusters Score -1982583 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1983173.500000 Penalty: 4847.171875
	Iteration 9Q: 3 clusters Score -1983174 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1983591.750000 Penalty: 4847.171875
	Iteration 10Q: 3 clusters Score -1983592 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1983844.625000 Penalty: 4847.171875
	Iteration 11Q: 3 clusters Score -1983845 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1983984.125000 Penalty: 4847.171875
	Iteration 12Q: 3 clusters Score -1983984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1984087.875000 Penalty: 4847.171875
	Iteration 13Q: 3 clusters Score -1984088 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1984164.375000 Penalty: 4847.171875
	Iteration 14Q: 3 clusters Score -1984164 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1984221.125000 Penalty: 4847.171875
	Iteration 15Q: 3 clusters Score -1984221 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1984286.625000 Penalty: 4847.171875
	Iteration 16Q: 3 clusters Score -1984287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1984324.375000 Penalty: 4847.171875
	Iteration 17Q: 3 clusters Score -1984324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1984374.625000 Penalty: 4847.171875
	Iteration 18Q: 3 clusters Score -1984375 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1984427.750000 Penalty: 4847.171875
	Iteration 19Q: 3 clusters Score -1984428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1984825.500000 Penalty: 4847.171875
	Iteration 20F: 3 clusters Score -1984826 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1985245.500000 Penalty: 4847.171875
	Iteration 21Q: 3 clusters Score -1985246 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1985320.750000 Penalty: 4847.171875
	Iteration 22Q: 3 clusters Score -1985321 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1985371.000000 Penalty: 4847.171875
	Iteration 23Q: 3 clusters Score -1985371 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1985410.625000 Penalty: 4847.171875
	Iteration 24Q: 3 clusters Score -1985411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1985439.625000 Penalty: 4847.171875
	Iteration 25Q: 3 clusters Score -1985440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1985458.750000 Penalty: 4847.171875
	Iteration 26Q: 3 clusters Score -1985459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1985477.625000 Penalty: 4847.171875
	Iteration 27Q: 3 clusters Score -1985478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1985500.125000 Penalty: 4847.171875
	Iteration 28Q: 3 clusters Score -1985500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1985511.750000 Penalty: 4847.171875
	Iteration 29Q: 3 clusters Score -1985512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1985524.000000 Penalty: 4847.171875
	Iteration 30Q: 3 clusters Score -1985524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1985530.375000 Penalty: 4847.171875
	Iteration 31Q: 3 clusters Score -1985530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1985537.250000 Penalty: 4847.171875
	Iteration 32Q: 3 clusters Score -1985537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1985542.625000 Penalty: 4847.171875
	Iteration 33Q: 3 clusters Score -1985543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1985544.375000 Penalty: 4847.171875
	Iteration 34Q: 3 clusters Score -1985544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1985554.750000 Penalty: 4847.171875
	Iteration 35Q: 3 clusters Score -1985555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1985549.375000 Penalty: 4847.171875
	Iteration 36Q: 3 clusters Score -1985549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1985559.125000 Penalty: 4847.171875
	Iteration 37Q: 3 clusters Score -1985559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1985555.750000 Penalty: 4847.171875
	Iteration 38Q: 3 clusters Score -1985556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1985559.125000 Penalty: 4847.171875
	Iteration 39Q: 3 clusters Score -1985559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1985558.875000 Penalty: 4847.171875
	Iteration 40F: 3 clusters Score -1985559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1985559.250000 Penalty: 4847.171875
	Iteration 41Q: 3 clusters Score -1985559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1985559.125000 Penalty: 4847.171875
	Iteration 42Q: 3 clusters Score -1985559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1985559.750000 Penalty: 4847.171875
	Iteration 43Q: 3 clusters Score -1985560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1985560.375000 Penalty: 4847.171875
	Iteration 44Q: 3 clusters Score -1985560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1985561.000000 Penalty: 4847.171875
	Iteration 45Q: 3 clusters Score -1985561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1985559.000000 Penalty: 4847.171875
	Iteration 46Q: 3 clusters Score -1985559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1985557.875000 Penalty: 4847.171875
	Iteration 47Q: 3 clusters Score -1985558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1985558.000000 Penalty: 4847.171875
	Iteration 48Q: 3 clusters Score -1985558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1985557.500000 Penalty: 4847.171875
	Iteration 49Q: 3 clusters Score -1985558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1985556.250000 Penalty: 4847.171875
	Iteration 50Q: 3 clusters Score -1985556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1985558.000000 Penalty: 4847.171875
	Iteration 51Q: 3 clusters Score -1985558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1985558.000000 Penalty: 4847.171875
	Iteration 52F: 3 clusters Score -1985558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Entering Unmasked Estep 
Score: -11233641.000000 Penalty: 2846.326416
	Iteration 0F: 2 clusters Score -1.123364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -11169074.000000 Penalty: 5692.652832
	Iteration 0F: 3 clusters Score -1.116907e+07 nChanged 45686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -11194834.000000 Penalty: 5692.652832
	Iteration 1F: 3 clusters Score -1.119483e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -11195440.000000 Penalty: 5692.652832
	Iteration 2Q: 3 clusters Score -1.119544e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -11196144.000000 Penalty: 5692.652832
	Iteration 3Q: 3 clusters Score -1.119614e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -11196956.000000 Penalty: 5692.652832
	Iteration 4Q: 3 clusters Score -1.119696e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -11198126.000000 Penalty: 5692.652832
	Iteration 5Q: 3 clusters Score -1.119813e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -11199938.000000 Penalty: 5692.652832
	Iteration 6Q: 3 clusters Score -1.119994e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -11202751.000000 Penalty: 5692.652832
	Iteration 7F: 3 clusters Score -1.120275e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -11206584.000000 Penalty: 5692.652832
	Iteration 8F: 3 clusters Score -1.120658e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -11211930.000000 Penalty: 5692.652832
	Iteration 9F: 3 clusters Score -1.121193e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -11217983.000000 Penalty: 5692.652832
	Iteration 10F: 3 clusters Score -1.121798e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -11223536.000000 Penalty: 5692.652832
	Iteration 11F: 3 clusters Score -1.122354e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -11227414.000000 Penalty: 5692.652832
	Iteration 12Q: 3 clusters Score -1.122741e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -11229426.000000 Penalty: 5692.652832
	Iteration 13Q: 3 clusters Score -1.122943e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -11230375.000000 Penalty: 5692.652832
	Iteration 14Q: 3 clusters Score -1.123038e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -11230822.000000 Penalty: 5692.652832
	Iteration 15Q: 3 clusters Score -1.123082e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -11231042.000000 Penalty: 5692.652832
	Iteration 16Q: 3 clusters Score -1.123104e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -11231164.000000 Penalty: 5692.652832
	Iteration 17Q: 3 clusters Score -1.123116e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -11231222.000000 Penalty: 5692.652832
	Iteration 18Q: 3 clusters Score -1.123122e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -11231262.000000 Penalty: 5692.652832
	Iteration 19Q: 3 clusters Score -1.123126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -11231294.000000 Penalty: 5692.652832
	Iteration 20F: 3 clusters Score -1.123129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -11231306.000000 Penalty: 5692.652832
	Iteration 21Q: 3 clusters Score -1.123131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -11231312.000000 Penalty: 5692.652832
	Iteration 22Q: 3 clusters Score -1.123131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -11231328.000000 Penalty: 5692.652832
	Iteration 23Q: 3 clusters Score -1.123133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -11231331.000000 Penalty: 5692.652832
	Iteration 24Q: 3 clusters Score -1.123133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -11231335.000000 Penalty: 5692.652832
	Iteration 25Q: 3 clusters Score -1.123134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -11231332.000000 Penalty: 5692.652832
	Iteration 26Q: 3 clusters Score -1.123133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -11231343.000000 Penalty: 5692.652832
	Iteration 27Q: 3 clusters Score -1.123134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -11231349.000000 Penalty: 5692.652832
	Iteration 28Q: 3 clusters Score -1.123135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -11231357.000000 Penalty: 5692.652832
	Iteration 29Q: 3 clusters Score -1.123136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -11231362.000000 Penalty: 5692.652832
	Iteration 30Q: 3 clusters Score -1.123136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 95643 members 
Entering Unmasked Estep 
Score: -11231362.000000 Penalty: 5692.652832
	Iteration 31Q: 3 clusters Score -1.123136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -11231368.000000 Penalty: 5692.652832
	Iteration 32Q: 3 clusters Score -1.123137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -11231369.000000 Penalty: 5692.652832
	Iteration 33Q: 3 clusters Score -1.123137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -11231374.000000 Penalty: 5692.652832
	Iteration 34Q: 3 clusters Score -1.123137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -11231368.000000 Penalty: 5692.652832
	Iteration 35Q: 3 clusters Score -1.123137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -11231368.000000 Penalty: 5692.652832
	Iteration 36F: 3 clusters Score -1.123137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25916.433594 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -25916.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24792.412109 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -24792.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24874.867188 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -24874.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24887.306641 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -24887.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24889.455078 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -24889.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24890.748047 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -24890.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24892.773438 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -24892.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24899.105469 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -24899.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24899.105469 Penalty: 2773.129639
	Iteration 7F: 3 clusters Score -24899.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -429862.531250 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -429862.5 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 1807 members 
Entering Unmasked Estep 
Score: -426184.843750 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -426184.8 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -426963.000000 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -426963 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -427123.812500 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -427123.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -427223.375000 Penalty: 4064.611572
	Iteration 3Q: 3 clusters Score -427223.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -427309.343750 Penalty: 4064.611572
	Iteration 4Q: 3 clusters Score -427309.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -427388.812500 Penalty: 4064.611572
	Iteration 5Q: 3 clusters Score -427388.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -427469.750000 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -427469.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -427544.312500 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -427544.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -427592.687500 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -427592.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -427634.062500 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -427634.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -427662.437500 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -427662.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -427682.531250 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -427682.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -427696.968750 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -427697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -427713.968750 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -427714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -427725.812500 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -427725.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -427737.500000 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -427737.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -427750.218750 Penalty: 4064.611572
	Iteration 16Q: 3 clusters Score -427750.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -427770.062500 Penalty: 4064.611572
	Iteration 17Q: 3 clusters Score -427770.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427792.562500 Penalty: 4064.611572
	Iteration 18Q: 3 clusters Score -427792.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -427818.500000 Penalty: 4064.611572
	Iteration 19Q: 3 clusters Score -427818.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -427845.656250 Penalty: 4064.611572
	Iteration 20F: 3 clusters Score -427845.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -427871.000000 Penalty: 4064.611572
	Iteration 21Q: 3 clusters Score -427871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -427893.500000 Penalty: 4064.611572
	Iteration 22Q: 3 clusters Score -427893.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -427914.062500 Penalty: 4064.611572
	Iteration 23Q: 3 clusters Score -427914.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -427930.562500 Penalty: 4064.611572
	Iteration 24Q: 3 clusters Score -427930.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -427946.593750 Penalty: 4064.611572
	Iteration 25Q: 3 clusters Score -427946.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -427956.906250 Penalty: 4064.611572
	Iteration 26Q: 3 clusters Score -427956.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -427967.218750 Penalty: 4064.611572
	Iteration 27Q: 3 clusters Score -427967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -427974.093750 Penalty: 4064.611572
	Iteration 28Q: 3 clusters Score -427974.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -427978.781250 Penalty: 4064.611572
	Iteration 29Q: 3 clusters Score -427978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -427987.312500 Penalty: 4064.611572
	Iteration 30Q: 3 clusters Score -427987.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -427994.781250 Penalty: 4064.611572
	Iteration 31Q: 3 clusters Score -427994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -428002.437500 Penalty: 4064.611572
	Iteration 32Q: 3 clusters Score -428002.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -428012.062500 Penalty: 4064.611572
	Iteration 33Q: 3 clusters Score -428012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -428029.093750 Penalty: 4064.611572
	Iteration 34Q: 3 clusters Score -428029.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -428042.937500 Penalty: 4064.611572
	Iteration 35Q: 3 clusters Score -428042.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -428054.250000 Penalty: 4064.611572
	Iteration 36Q: 3 clusters Score -428054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -428066.281250 Penalty: 4064.611572
	Iteration 37Q: 3 clusters Score -428066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -428078.218750 Penalty: 4064.611572
	Iteration 38Q: 3 clusters Score -428078.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -428091.375000 Penalty: 4064.611572
	Iteration 39Q: 3 clusters Score -428091.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -428106.187500 Penalty: 4064.611572
	Iteration 40F: 3 clusters Score -428106.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -428116.031250 Penalty: 4064.611572
	Iteration 41Q: 3 clusters Score -428116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -428128.187500 Penalty: 4064.611572
	Iteration 42Q: 3 clusters Score -428128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -428133.437500 Penalty: 4064.611572
	Iteration 43Q: 3 clusters Score -428133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -428136.093750 Penalty: 4064.611572
	Iteration 44Q: 3 clusters Score -428136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -428141.093750 Penalty: 4064.611572
	Iteration 45Q: 3 clusters Score -428141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -428144.968750 Penalty: 4064.611572
	Iteration 46Q: 3 clusters Score -428145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -428148.406250 Penalty: 4064.611572
	Iteration 47Q: 3 clusters Score -428148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -428149.187500 Penalty: 4064.611572
	Iteration 48Q: 3 clusters Score -428149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -428151.218750 Penalty: 4064.611572
	Iteration 49Q: 3 clusters Score -428151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -428151.750000 Penalty: 4064.611572
	Iteration 50Q: 3 clusters Score -428151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428152.468750 Penalty: 4064.611572
	Iteration 51Q: 3 clusters Score -428152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -428154.656250 Penalty: 4064.611572
	Iteration 52Q: 3 clusters Score -428154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -428156.812500 Penalty: 4064.611572
	Iteration 53Q: 3 clusters Score -428156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -428156.500000 Penalty: 4064.611572
	Iteration 54Q: 3 clusters Score -428156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -428156.500000 Penalty: 4064.611572
	Iteration 55F: 3 clusters Score -428156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188757 members 
Entering Unmasked Estep 
Score: -22420824.000000 Penalty: 3012.757324
	Iteration 0F: 2 clusters Score -2.242082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -22307016.000000 Penalty: 6025.514648
	Iteration 0F: 3 clusters Score -2.230702e+07 nChanged 90798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -22360728.000000 Penalty: 6025.514648
	Iteration 1F: 3 clusters Score -2.236073e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -22361642.000000 Penalty: 6025.514648
	Iteration 2Q: 3 clusters Score -2.236164e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -22362394.000000 Penalty: 6025.514648
	Iteration 3Q: 3 clusters Score -2.236239e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -22363230.000000 Penalty: 6025.514648
	Iteration 4Q: 3 clusters Score -2.236323e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -22364062.000000 Penalty: 6025.514648
	Iteration 5Q: 3 clusters Score -2.236406e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -22365318.000000 Penalty: 6025.514648
	Iteration 6Q: 3 clusters Score -2.236532e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -22366834.000000 Penalty: 6025.514648
	Iteration 7Q: 3 clusters Score -2.236683e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -22368814.000000 Penalty: 6025.514648
	Iteration 8Q: 3 clusters Score -2.236881e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -22372018.000000 Penalty: 6025.514648
	Iteration 9Q: 3 clusters Score -2.237202e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -22376932.000000 Penalty: 6025.514648
	Iteration 10Q: 3 clusters Score -2.237693e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -22384530.000000 Penalty: 6025.514648
	Iteration 11F: 3 clusters Score -2.238453e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -22391912.000000 Penalty: 6025.514648
	Iteration 12F: 3 clusters Score -2.239191e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -22395524.000000 Penalty: 6025.514648
	Iteration 13Q: 3 clusters Score -2.239552e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -22396744.000000 Penalty: 6025.514648
	Iteration 14Q: 3 clusters Score -2.239674e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -22397128.000000 Penalty: 6025.514648
	Iteration 15Q: 3 clusters Score -2.239713e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -22397296.000000 Penalty: 6025.514648
	Iteration 16Q: 3 clusters Score -2.23973e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -22397454.000000 Penalty: 6025.514648
	Iteration 17Q: 3 clusters Score -2.239745e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -22397436.000000 Penalty: 6025.514648
	Iteration 18Q: 3 clusters Score -2.239744e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -22397528.000000 Penalty: 6025.514648
	Iteration 19Q: 3 clusters Score -2.239753e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -22397642.000000 Penalty: 6025.514648
	Iteration 20F: 3 clusters Score -2.239764e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -22397854.000000 Penalty: 6025.514648
	Iteration 21Q: 3 clusters Score -2.239785e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -22398058.000000 Penalty: 6025.514648
	Iteration 22Q: 3 clusters Score -2.239806e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -22398222.000000 Penalty: 6025.514648
	Iteration 23Q: 3 clusters Score -2.239822e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -22398366.000000 Penalty: 6025.514648
	Iteration 24Q: 3 clusters Score -2.239837e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -22398526.000000 Penalty: 6025.514648
	Iteration 25Q: 3 clusters Score -2.239853e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104103 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -22398760.000000 Penalty: 6025.514648
	Iteration 26Q: 3 clusters Score -2.239876e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105196 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -22399002.000000 Penalty: 6025.514648
	Iteration 27Q: 3 clusters Score -2.2399e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -22399224.000000 Penalty: 6025.514648
	Iteration 28Q: 3 clusters Score -2.239922e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -22399626.000000 Penalty: 6025.514648
	Iteration 29Q: 3 clusters Score -2.239963e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -22400030.000000 Penalty: 6025.514648
	Iteration 30Q: 3 clusters Score -2.240003e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -22400270.000000 Penalty: 6025.514648
	Iteration 31Q: 3 clusters Score -2.240027e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -22400594.000000 Penalty: 6025.514648
	Iteration 32Q: 3 clusters Score -2.240059e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -22401050.000000 Penalty: 6025.514648
	Iteration 33Q: 3 clusters Score -2.240105e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -22401582.000000 Penalty: 6025.514648
	Iteration 34Q: 3 clusters Score -2.240158e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -22402090.000000 Penalty: 6025.514648
	Iteration 35Q: 3 clusters Score -2.240209e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118613 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -22402672.000000 Penalty: 6025.514648
	Iteration 36Q: 3 clusters Score -2.240267e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -22403266.000000 Penalty: 6025.514648
	Iteration 37Q: 3 clusters Score -2.240327e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122698 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -22403996.000000 Penalty: 6025.514648
	Iteration 38Q: 3 clusters Score -2.2404e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -22404832.000000 Penalty: 6025.514648
	Iteration 39Q: 3 clusters Score -2.240483e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -22405502.000000 Penalty: 6025.514648
	Iteration 40F: 3 clusters Score -2.24055e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -22406212.000000 Penalty: 6025.514648
	Iteration 41Q: 3 clusters Score -2.240621e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -22406992.000000 Penalty: 6025.514648
	Iteration 42Q: 3 clusters Score -2.240699e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -22407836.000000 Penalty: 6025.514648
	Iteration 43Q: 3 clusters Score -2.240784e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -22408726.000000 Penalty: 6025.514648
	Iteration 44Q: 3 clusters Score -2.240873e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -22409616.000000 Penalty: 6025.514648
	Iteration 45Q: 3 clusters Score -2.240962e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143006 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -22410698.000000 Penalty: 6025.514648
	Iteration 46Q: 3 clusters Score -2.24107e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145809 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -22411592.000000 Penalty: 6025.514648
	Iteration 47Q: 3 clusters Score -2.241159e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -22412638.000000 Penalty: 6025.514648
	Iteration 48Q: 3 clusters Score -2.241264e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -22413496.000000 Penalty: 6025.514648
	Iteration 49Q: 3 clusters Score -2.24135e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -22414454.000000 Penalty: 6025.514648
	Iteration 50Q: 3 clusters Score -2.241445e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -22415140.000000 Penalty: 6025.514648
	Iteration 51Q: 3 clusters Score -2.241514e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159806 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -22415934.000000 Penalty: 6025.514648
	Iteration 52Q: 3 clusters Score -2.241593e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -22416498.000000 Penalty: 6025.514648
	Iteration 53Q: 3 clusters Score -2.24165e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -22416760.000000 Penalty: 6025.514648
	Iteration 54Q: 3 clusters Score -2.241676e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -22417032.000000 Penalty: 6025.514648
	Iteration 55Q: 3 clusters Score -2.241703e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -22417274.000000 Penalty: 6025.514648
	Iteration 56Q: 3 clusters Score -2.241727e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170343 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -22417450.000000 Penalty: 6025.514648
	Iteration 57Q: 3 clusters Score -2.241745e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -22417444.000000 Penalty: 6025.514648
	Iteration 58Q: 3 clusters Score -2.241744e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -22417538.000000 Penalty: 6025.514648
	Iteration 59Q: 3 clusters Score -2.241754e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -22417630.000000 Penalty: 6025.514648
	Iteration 60F: 3 clusters Score -2.241763e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -22417672.000000 Penalty: 6025.514648
	Iteration 61Q: 3 clusters Score -2.241767e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -22417628.000000 Penalty: 6025.514648
	Iteration 62Q: 3 clusters Score -2.241763e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -22417666.000000 Penalty: 6025.514648
	Iteration 63Q: 3 clusters Score -2.241767e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -22417642.000000 Penalty: 6025.514648
	Iteration 64Q: 3 clusters Score -2.241764e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181674 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -22417648.000000 Penalty: 6025.514648
	Iteration 65Q: 3 clusters Score -2.241765e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182637 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -22417594.000000 Penalty: 6025.514648
	Iteration 66Q: 3 clusters Score -2.241759e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -22417588.000000 Penalty: 6025.514648
	Iteration 67Q: 3 clusters Score -2.241759e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184183 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22417614.000000 Penalty: 6025.514648
	Iteration 68Q: 3 clusters Score -2.241761e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184765 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -22417662.000000 Penalty: 6025.514648
	Iteration 69Q: 3 clusters Score -2.241766e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185226 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22417610.000000 Penalty: 6025.514648
	Iteration 70Q: 3 clusters Score -2.241761e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185612 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -22417624.000000 Penalty: 6025.514648
	Iteration 71Q: 3 clusters Score -2.241762e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -22417654.000000 Penalty: 6025.514648
	Iteration 72Q: 3 clusters Score -2.241765e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186252 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22417714.000000 Penalty: 6025.514648
	Iteration 73Q: 3 clusters Score -2.241771e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186469 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22417830.000000 Penalty: 6025.514648
	Iteration 74Q: 3 clusters Score -2.241783e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186636 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -22417894.000000 Penalty: 6025.514648
	Iteration 75Q: 3 clusters Score -2.241789e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22417970.000000 Penalty: 6025.514648
	Iteration 76Q: 3 clusters Score -2.241797e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186922 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22417998.000000 Penalty: 6025.514648
	Iteration 77Q: 3 clusters Score -2.2418e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187033 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22418024.000000 Penalty: 6025.514648
	Iteration 78Q: 3 clusters Score -2.241802e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22418068.000000 Penalty: 6025.514648
	Iteration 79Q: 3 clusters Score -2.241807e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187197 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22418090.000000 Penalty: 6025.514648
	Iteration 80F: 3 clusters Score -2.241809e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187272 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22418122.000000 Penalty: 6025.514648
	Iteration 81Q: 3 clusters Score -2.241812e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187321 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22418120.000000 Penalty: 6025.514648
	Iteration 82Q: 3 clusters Score -2.241812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22418182.000000 Penalty: 6025.514648
	Iteration 83Q: 3 clusters Score -2.241818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187393 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22418210.000000 Penalty: 6025.514648
	Iteration 84Q: 3 clusters Score -2.241821e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187427 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22418214.000000 Penalty: 6025.514648
	Iteration 85Q: 3 clusters Score -2.241821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -22418246.000000 Penalty: 6025.514648
	Iteration 86Q: 3 clusters Score -2.241825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22418260.000000 Penalty: 6025.514648
	Iteration 87Q: 3 clusters Score -2.241826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187522 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22418288.000000 Penalty: 6025.514648
	Iteration 88Q: 3 clusters Score -2.241829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187545 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22418300.000000 Penalty: 6025.514648
	Iteration 89Q: 3 clusters Score -2.24183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22418306.000000 Penalty: 6025.514648
	Iteration 90Q: 3 clusters Score -2.241831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22418314.000000 Penalty: 6025.514648
	Iteration 91Q: 3 clusters Score -2.241831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22418306.000000 Penalty: 6025.514648
	Iteration 92Q: 3 clusters Score -2.241831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22418306.000000 Penalty: 6025.514648
	Iteration 93Q: 3 clusters Score -2.241831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187591 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22418304.000000 Penalty: 6025.514648
	Iteration 94Q: 3 clusters Score -2.24183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187602 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22418332.000000 Penalty: 6025.514648
	Iteration 95Q: 3 clusters Score -2.241833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187615 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22418338.000000 Penalty: 6025.514648
	Iteration 96Q: 3 clusters Score -2.241834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187624 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22418338.000000 Penalty: 6025.514648
	Iteration 97Q: 3 clusters Score -2.241834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -22418344.000000 Penalty: 6025.514648
	Iteration 98Q: 3 clusters Score -2.241834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -22418332.000000 Penalty: 6025.514648
	Iteration 99Q: 3 clusters Score -2.241833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187640 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22418334.000000 Penalty: 6025.514648
	Iteration 100F: 3 clusters Score -2.241833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187644 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22418328.000000 Penalty: 6025.514648
	Iteration 101Q: 3 clusters Score -2.241833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22418324.000000 Penalty: 6025.514648
	Iteration 102Q: 3 clusters Score -2.241832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187647 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22418334.000000 Penalty: 6025.514648
	Iteration 103Q: 3 clusters Score -2.241833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22418330.000000 Penalty: 6025.514648
	Iteration 104Q: 3 clusters Score -2.241833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -22418342.000000 Penalty: 6025.514648
	Iteration 105Q: 3 clusters Score -2.241834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22418340.000000 Penalty: 6025.514648
	Iteration 106Q: 3 clusters Score -2.241834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22418342.000000 Penalty: 6025.514648
	Iteration 107Q: 3 clusters Score -2.241834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187664 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22418354.000000 Penalty: 6025.514648
	Iteration 108Q: 3 clusters Score -2.241835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22418358.000000 Penalty: 6025.514648
	Iteration 109Q: 3 clusters Score -2.241836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187678 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22418356.000000 Penalty: 6025.514648
	Iteration 110Q: 3 clusters Score -2.241836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22418374.000000 Penalty: 6025.514648
	Iteration 111Q: 3 clusters Score -2.241837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187681 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22418388.000000 Penalty: 6025.514648
	Iteration 112Q: 3 clusters Score -2.241839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187683 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22418370.000000 Penalty: 6025.514648
	Iteration 113Q: 3 clusters Score -2.241837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187683 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22418372.000000 Penalty: 6025.514648
	Iteration 114Q: 3 clusters Score -2.241837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22418372.000000 Penalty: 6025.514648
	Iteration 115Q: 3 clusters Score -2.241837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -22418372.000000 Penalty: 6025.514648
	Iteration 116F: 3 clusters Score -2.241837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -480993.218750 Penalty: 2060.188721
	Iteration 0F: 2 clusters Score -480993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -477054.656250 Penalty: 4120.377441
	Iteration 0F: 3 clusters Score -477054.7 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -477927.968750 Penalty: 4120.377441
	Iteration 1F: 3 clusters Score -477928 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -478117.187500 Penalty: 4120.377441
	Iteration 2F: 3 clusters Score -478117.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -478219.718750 Penalty: 4120.377441
	Iteration 3Q: 3 clusters Score -478219.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -478281.625000 Penalty: 4120.377441
	Iteration 4Q: 3 clusters Score -478281.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -478321.343750 Penalty: 4120.377441
	Iteration 5Q: 3 clusters Score -478321.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -478365.937500 Penalty: 4120.377441
	Iteration 6Q: 3 clusters Score -478365.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -478399.875000 Penalty: 4120.377441
	Iteration 7Q: 3 clusters Score -478399.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -478426.031250 Penalty: 4120.377441
	Iteration 8Q: 3 clusters Score -478426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -478446.875000 Penalty: 4120.377441
	Iteration 9Q: 3 clusters Score -478446.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -478461.750000 Penalty: 4120.377441
	Iteration 10Q: 3 clusters Score -478461.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -478476.406250 Penalty: 4120.377441
	Iteration 11Q: 3 clusters Score -478476.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -478490.343750 Penalty: 4120.377441
	Iteration 12Q: 3 clusters Score -478490.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -478500.531250 Penalty: 4120.377441
	Iteration 13Q: 3 clusters Score -478500.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -478510.656250 Penalty: 4120.377441
	Iteration 14Q: 3 clusters Score -478510.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -478520.281250 Penalty: 4120.377441
	Iteration 15Q: 3 clusters Score -478520.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -478528.906250 Penalty: 4120.377441
	Iteration 16Q: 3 clusters Score -478528.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -478537.125000 Penalty: 4120.377441
	Iteration 17Q: 3 clusters Score -478537.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -478544.625000 Penalty: 4120.377441
	Iteration 18Q: 3 clusters Score -478544.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -478552.062500 Penalty: 4120.377441
	Iteration 19Q: 3 clusters Score -478552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -478558.500000 Penalty: 4120.377441
	Iteration 20F: 3 clusters Score -478558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -478562.156250 Penalty: 4120.377441
	Iteration 21Q: 3 clusters Score -478562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -478567.031250 Penalty: 4120.377441
	Iteration 22Q: 3 clusters Score -478567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -478571.937500 Penalty: 4120.377441
	Iteration 23Q: 3 clusters Score -478571.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -478575.718750 Penalty: 4120.377441
	Iteration 24Q: 3 clusters Score -478575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -478584.250000 Penalty: 4120.377441
	Iteration 25Q: 3 clusters Score -478584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -478593.000000 Penalty: 4120.377441
	Iteration 26Q: 3 clusters Score -478593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -478600.781250 Penalty: 4120.377441
	Iteration 27Q: 3 clusters Score -478600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -478608.437500 Penalty: 4120.377441
	Iteration 28Q: 3 clusters Score -478608.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -478616.531250 Penalty: 4120.377441
	Iteration 29Q: 3 clusters Score -478616.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -478621.281250 Penalty: 4120.377441
	Iteration 30Q: 3 clusters Score -478621.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -478628.812500 Penalty: 4120.377441
	Iteration 31Q: 3 clusters Score -478628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -478634.625000 Penalty: 4120.377441
	Iteration 32Q: 3 clusters Score -478634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -478636.906250 Penalty: 4120.377441
	Iteration 33Q: 3 clusters Score -478636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -478638.156250 Penalty: 4120.377441
	Iteration 34Q: 3 clusters Score -478638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -478641.375000 Penalty: 4120.377441
	Iteration 35Q: 3 clusters Score -478641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -478645.125000 Penalty: 4120.377441
	Iteration 36Q: 3 clusters Score -478645.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -478649.343750 Penalty: 4120.377441
	Iteration 37Q: 3 clusters Score -478649.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -478659.843750 Penalty: 4120.377441
	Iteration 38Q: 3 clusters Score -478659.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -478668.718750 Penalty: 4120.377441
	Iteration 39Q: 3 clusters Score -478668.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -478676.875000 Penalty: 4120.377441
	Iteration 40F: 3 clusters Score -478676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -478685.250000 Penalty: 4120.377441
	Iteration 41Q: 3 clusters Score -478685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -478689.500000 Penalty: 4120.377441
	Iteration 42Q: 3 clusters Score -478689.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -478693.468750 Penalty: 4120.377441
	Iteration 43Q: 3 clusters Score -478693.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -478700.625000 Penalty: 4120.377441
	Iteration 44Q: 3 clusters Score -478700.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -478711.656250 Penalty: 4120.377441
	Iteration 45Q: 3 clusters Score -478711.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -478727.156250 Penalty: 4120.377441
	Iteration 46Q: 3 clusters Score -478727.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -478744.125000 Penalty: 4120.377441
	Iteration 47Q: 3 clusters Score -478744.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -478756.312500 Penalty: 4120.377441
	Iteration 48Q: 3 clusters Score -478756.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -478773.125000 Penalty: 4120.377441
	Iteration 49Q: 3 clusters Score -478773.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -478795.968750 Penalty: 4120.377441
	Iteration 50Q: 3 clusters Score -478796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -478815.968750 Penalty: 4120.377441
	Iteration 51Q: 3 clusters Score -478816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -478836.468750 Penalty: 4120.377441
	Iteration 52Q: 3 clusters Score -478836.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -478856.093750 Penalty: 4120.377441
	Iteration 53Q: 3 clusters Score -478856.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -478870.750000 Penalty: 4120.377441
	Iteration 54Q: 3 clusters Score -478870.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -478882.562500 Penalty: 4120.377441
	Iteration 55Q: 3 clusters Score -478882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -478893.625000 Penalty: 4120.377441
	Iteration 56Q: 3 clusters Score -478893.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -478910.812500 Penalty: 4120.377441
	Iteration 57Q: 3 clusters Score -478910.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -478928.937500 Penalty: 4120.377441
	Iteration 58Q: 3 clusters Score -478928.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -478944.093750 Penalty: 4120.377441
	Iteration 59Q: 3 clusters Score -478944.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -478960.781250 Penalty: 4120.377441
	Iteration 60F: 3 clusters Score -478960.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -478977.937500 Penalty: 4120.377441
	Iteration 61Q: 3 clusters Score -478977.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -479004.093750 Penalty: 4120.377441
	Iteration 62Q: 3 clusters Score -479004.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -479027.531250 Penalty: 4120.377441
	Iteration 63Q: 3 clusters Score -479027.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -479060.687500 Penalty: 4120.377441
	Iteration 64Q: 3 clusters Score -479060.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -479089.281250 Penalty: 4120.377441
	Iteration 65Q: 3 clusters Score -479089.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -479112.968750 Penalty: 4120.377441
	Iteration 66Q: 3 clusters Score -479113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -479131.031250 Penalty: 4120.377441
	Iteration 67Q: 3 clusters Score -479131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -479144.343750 Penalty: 4120.377441
	Iteration 68Q: 3 clusters Score -479144.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -479158.406250 Penalty: 4120.377441
	Iteration 69Q: 3 clusters Score -479158.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -479174.625000 Penalty: 4120.377441
	Iteration 70Q: 3 clusters Score -479174.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -479186.906250 Penalty: 4120.377441
	Iteration 71Q: 3 clusters Score -479186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -479198.625000 Penalty: 4120.377441
	Iteration 72Q: 3 clusters Score -479198.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -479213.062500 Penalty: 4120.377441
	Iteration 73Q: 3 clusters Score -479213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -479225.468750 Penalty: 4120.377441
	Iteration 74Q: 3 clusters Score -479225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -479238.406250 Penalty: 4120.377441
	Iteration 75Q: 3 clusters Score -479238.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -479252.031250 Penalty: 4120.377441
	Iteration 76Q: 3 clusters Score -479252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -479263.968750 Penalty: 4120.377441
	Iteration 77Q: 3 clusters Score -479264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -479272.281250 Penalty: 4120.377441
	Iteration 78Q: 3 clusters Score -479272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -479276.375000 Penalty: 4120.377441
	Iteration 79Q: 3 clusters Score -479276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -479280.562500 Penalty: 4120.377441
	Iteration 80F: 3 clusters Score -479280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -479285.500000 Penalty: 4120.377441
	Iteration 81Q: 3 clusters Score -479285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -479289.781250 Penalty: 4120.377441
	Iteration 82Q: 3 clusters Score -479289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -479292.218750 Penalty: 4120.377441
	Iteration 83Q: 3 clusters Score -479292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -479295.875000 Penalty: 4120.377441
	Iteration 84Q: 3 clusters Score -479295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -479300.031250 Penalty: 4120.377441
	Iteration 85Q: 3 clusters Score -479300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -479302.500000 Penalty: 4120.377441
	Iteration 86Q: 3 clusters Score -479302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -479302.500000 Penalty: 4120.377441
	Iteration 87F: 3 clusters Score -479302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -324933.625000 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -324933.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321790.531250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -321790.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -322399.593750 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -322399.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -322525.093750 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -322525.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -322574.843750 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -322574.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322614.000000 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -322614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -322643.656250 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -322643.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -322665.000000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -322665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -322689.500000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -322689.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -322705.812500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -322705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -322718.750000 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -322718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322724.531250 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -322724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -322732.593750 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -322732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -322738.218750 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -322738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -322741.031250 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -322741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322744.812500 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -322744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322748.656250 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -322748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322752.437500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -322752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -322756.250000 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -322756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -322759.062500 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -322759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -322763.562500 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -322763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -322768.906250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -322768.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -322772.687500 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -322772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -322776.375000 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -322776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -322778.750000 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -322778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322783.093750 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -322783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322786.125000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -322786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322789.468750 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -322789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -322790.562500 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -322790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322792.687500 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -322792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -322795.187500 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -322795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -322797.187500 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -322797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322799.187500 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -322799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -322802.093750 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -322802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322803.250000 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -322803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322803.250000 Penalty: 3940.468262
	Iteration 34F: 3 clusters Score -322803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (180710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Entering Unmasked Estep 
Score: -21381226.000000 Penalty: 3001.952881
	Iteration 0F: 2 clusters Score -2.138123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -21266132.000000 Penalty: 6003.905762
	Iteration 0F: 3 clusters Score -2.126613e+07 nChanged 86820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -21316762.000000 Penalty: 6003.905762
	Iteration 1F: 3 clusters Score -2.131676e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -21317574.000000 Penalty: 6003.905762
	Iteration 2Q: 3 clusters Score -2.131757e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -21318434.000000 Penalty: 6003.905762
	Iteration 3Q: 3 clusters Score -2.131843e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -21319176.000000 Penalty: 6003.905762
	Iteration 4Q: 3 clusters Score -2.131918e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -21320130.000000 Penalty: 6003.905762
	Iteration 5Q: 3 clusters Score -2.132013e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -21321344.000000 Penalty: 6003.905762
	Iteration 6Q: 3 clusters Score -2.132134e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -21322656.000000 Penalty: 6003.905762
	Iteration 7Q: 3 clusters Score -2.132266e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -21324808.000000 Penalty: 6003.905762
	Iteration 8Q: 3 clusters Score -2.132481e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -21328372.000000 Penalty: 6003.905762
	Iteration 9Q: 3 clusters Score -2.132837e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -21334202.000000 Penalty: 6003.905762
	Iteration 10F: 3 clusters Score -2.13342e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -21342114.000000 Penalty: 6003.905762
	Iteration 11F: 3 clusters Score -2.134211e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -21349692.000000 Penalty: 6003.905762
	Iteration 12F: 3 clusters Score -2.134969e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -21353062.000000 Penalty: 6003.905762
	Iteration 13Q: 3 clusters Score -2.135306e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -21354196.000000 Penalty: 6003.905762
	Iteration 14Q: 3 clusters Score -2.13542e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -21354786.000000 Penalty: 6003.905762
	Iteration 15Q: 3 clusters Score -2.135479e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -21355218.000000 Penalty: 6003.905762
	Iteration 16Q: 3 clusters Score -2.135522e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -21355764.000000 Penalty: 6003.905762
	Iteration 17Q: 3 clusters Score -2.135576e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118108 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -21356448.000000 Penalty: 6003.905762
	Iteration 18Q: 3 clusters Score -2.135645e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -21357158.000000 Penalty: 6003.905762
	Iteration 19Q: 3 clusters Score -2.135716e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -21357902.000000 Penalty: 6003.905762
	Iteration 20F: 3 clusters Score -2.13579e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -21358718.000000 Penalty: 6003.905762
	Iteration 21Q: 3 clusters Score -2.135872e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -21359680.000000 Penalty: 6003.905762
	Iteration 22Q: 3 clusters Score -2.135968e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132041 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -21360720.000000 Penalty: 6003.905762
	Iteration 23Q: 3 clusters Score -2.136072e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -21361840.000000 Penalty: 6003.905762
	Iteration 24Q: 3 clusters Score -2.136184e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138413 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -21363018.000000 Penalty: 6003.905762
	Iteration 25Q: 3 clusters Score -2.136302e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141735 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -21364284.000000 Penalty: 6003.905762
	Iteration 26Q: 3 clusters Score -2.136428e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145314 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -21365762.000000 Penalty: 6003.905762
	Iteration 27Q: 3 clusters Score -2.136576e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -21367340.000000 Penalty: 6003.905762
	Iteration 28Q: 3 clusters Score -2.136734e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -21368880.000000 Penalty: 6003.905762
	Iteration 29Q: 3 clusters Score -2.136888e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -21370490.000000 Penalty: 6003.905762
	Iteration 30Q: 3 clusters Score -2.137049e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -21371926.000000 Penalty: 6003.905762
	Iteration 31Q: 3 clusters Score -2.137193e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -21373434.000000 Penalty: 6003.905762
	Iteration 32Q: 3 clusters Score -2.137343e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166119 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -21374502.000000 Penalty: 6003.905762
	Iteration 33Q: 3 clusters Score -2.13745e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -21375428.000000 Penalty: 6003.905762
	Iteration 34Q: 3 clusters Score -2.137543e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -21376106.000000 Penalty: 6003.905762
	Iteration 35Q: 3 clusters Score -2.137611e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -21376918.000000 Penalty: 6003.905762
	Iteration 36Q: 3 clusters Score -2.137692e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -21377278.000000 Penalty: 6003.905762
	Iteration 37Q: 3 clusters Score -2.137728e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176086 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21377558.000000 Penalty: 6003.905762
	Iteration 38Q: 3 clusters Score -2.137756e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -21377694.000000 Penalty: 6003.905762
	Iteration 39Q: 3 clusters Score -2.137769e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21378134.000000 Penalty: 6003.905762
	Iteration 40F: 3 clusters Score -2.137813e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21378318.000000 Penalty: 6003.905762
	Iteration 41Q: 3 clusters Score -2.137832e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178922 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21378390.000000 Penalty: 6003.905762
	Iteration 42Q: 3 clusters Score -2.137839e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21378474.000000 Penalty: 6003.905762
	Iteration 43Q: 3 clusters Score -2.137847e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179514 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21378516.000000 Penalty: 6003.905762
	Iteration 44Q: 3 clusters Score -2.137852e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21378556.000000 Penalty: 6003.905762
	Iteration 45Q: 3 clusters Score -2.137856e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179867 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21378534.000000 Penalty: 6003.905762
	Iteration 46Q: 3 clusters Score -2.137853e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21378580.000000 Penalty: 6003.905762
	Iteration 47Q: 3 clusters Score -2.137858e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180043 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21378566.000000 Penalty: 6003.905762
	Iteration 48Q: 3 clusters Score -2.137857e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21378620.000000 Penalty: 6003.905762
	Iteration 49Q: 3 clusters Score -2.137862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180142 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21378646.000000 Penalty: 6003.905762
	Iteration 50Q: 3 clusters Score -2.137865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21378654.000000 Penalty: 6003.905762
	Iteration 51Q: 3 clusters Score -2.137865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180196 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21378688.000000 Penalty: 6003.905762
	Iteration 52Q: 3 clusters Score -2.137869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180219 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21378694.000000 Penalty: 6003.905762
	Iteration 53Q: 3 clusters Score -2.137869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21378688.000000 Penalty: 6003.905762
	Iteration 54Q: 3 clusters Score -2.137869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180247 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21378724.000000 Penalty: 6003.905762
	Iteration 55Q: 3 clusters Score -2.137872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21378750.000000 Penalty: 6003.905762
	Iteration 56Q: 3 clusters Score -2.137875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21378752.000000 Penalty: 6003.905762
	Iteration 57Q: 3 clusters Score -2.137875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180272 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21378734.000000 Penalty: 6003.905762
	Iteration 58Q: 3 clusters Score -2.137873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -21378744.000000 Penalty: 6003.905762
	Iteration 59Q: 3 clusters Score -2.137874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180284 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -21378746.000000 Penalty: 6003.905762
	Iteration 60F: 3 clusters Score -2.137875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21378740.000000 Penalty: 6003.905762
	Iteration 61Q: 3 clusters Score -2.137874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21378746.000000 Penalty: 6003.905762
	Iteration 62Q: 3 clusters Score -2.137875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21378746.000000 Penalty: 6003.905762
	Iteration 63F: 3 clusters Score -2.137875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -797337.500000 Penalty: 2186.910156
	Iteration 0F: 2 clusters Score -797337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -791713.812500 Penalty: 4373.820312
	Iteration 0F: 3 clusters Score -791713.8 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -793200.250000 Penalty: 4373.820312
	Iteration 1F: 3 clusters Score -793200.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -793462.000000 Penalty: 4373.820312
	Iteration 2F: 3 clusters Score -793462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -793612.687500 Penalty: 4373.820312
	Iteration 3Q: 3 clusters Score -793612.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -793711.812500 Penalty: 4373.820312
	Iteration 4Q: 3 clusters Score -793711.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -793794.562500 Penalty: 4373.820312
	Iteration 5Q: 3 clusters Score -793794.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -793881.187500 Penalty: 4373.820312
	Iteration 6Q: 3 clusters Score -793881.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -793982.687500 Penalty: 4373.820312
	Iteration 7Q: 3 clusters Score -793982.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -794111.437500 Penalty: 4373.820312
	Iteration 8Q: 3 clusters Score -794111.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -794254.062500 Penalty: 4373.820312
	Iteration 9Q: 3 clusters Score -794254.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -794388.375000 Penalty: 4373.820312
	Iteration 10Q: 3 clusters Score -794388.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -794511.062500 Penalty: 4373.820312
	Iteration 11Q: 3 clusters Score -794511.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -794645.875000 Penalty: 4373.820312
	Iteration 12Q: 3 clusters Score -794645.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -794787.125000 Penalty: 4373.820312
	Iteration 13Q: 3 clusters Score -794787.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -794925.250000 Penalty: 4373.820312
	Iteration 14Q: 3 clusters Score -794925.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -795062.562500 Penalty: 4373.820312
	Iteration 15Q: 3 clusters Score -795062.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -795186.250000 Penalty: 4373.820312
	Iteration 16Q: 3 clusters Score -795186.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -795295.062500 Penalty: 4373.820312
	Iteration 17Q: 3 clusters Score -795295.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -795391.875000 Penalty: 4373.820312
	Iteration 18Q: 3 clusters Score -795391.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -795478.625000 Penalty: 4373.820312
	Iteration 19Q: 3 clusters Score -795478.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -795562.062500 Penalty: 4373.820312
	Iteration 20F: 3 clusters Score -795562.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -795604.687500 Penalty: 4373.820312
	Iteration 21Q: 3 clusters Score -795604.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -795638.187500 Penalty: 4373.820312
	Iteration 22Q: 3 clusters Score -795638.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -795663.125000 Penalty: 4373.820312
	Iteration 23Q: 3 clusters Score -795663.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -795681.875000 Penalty: 4373.820312
	Iteration 24Q: 3 clusters Score -795681.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -795690.437500 Penalty: 4373.820312
	Iteration 25Q: 3 clusters Score -795690.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -795701.125000 Penalty: 4373.820312
	Iteration 26Q: 3 clusters Score -795701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -795708.937500 Penalty: 4373.820312
	Iteration 27Q: 3 clusters Score -795708.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -795717.125000 Penalty: 4373.820312
	Iteration 28Q: 3 clusters Score -795717.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -795722.125000 Penalty: 4373.820312
	Iteration 29Q: 3 clusters Score -795722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -795726.750000 Penalty: 4373.820312
	Iteration 30Q: 3 clusters Score -795726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -795729.875000 Penalty: 4373.820312
	Iteration 31Q: 3 clusters Score -795729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -795732.312500 Penalty: 4373.820312
	Iteration 32Q: 3 clusters Score -795732.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -795735.125000 Penalty: 4373.820312
	Iteration 33Q: 3 clusters Score -795735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -795734.812500 Penalty: 4373.820312
	Iteration 34Q: 3 clusters Score -795734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -795739.250000 Penalty: 4373.820312
	Iteration 35Q: 3 clusters Score -795739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -795740.750000 Penalty: 4373.820312
	Iteration 36Q: 3 clusters Score -795740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -795742.312500 Penalty: 4373.820312
	Iteration 37Q: 3 clusters Score -795742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -795742.625000 Penalty: 4373.820312
	Iteration 38Q: 3 clusters Score -795742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -795743.187500 Penalty: 4373.820312
	Iteration 39Q: 3 clusters Score -795743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -795741.437500 Penalty: 4373.820312
	Iteration 40F: 3 clusters Score -795741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -795742.500000 Penalty: 4373.820312
	Iteration 41Q: 3 clusters Score -795742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -795745.125000 Penalty: 4373.820312
	Iteration 42Q: 3 clusters Score -795745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -795744.875000 Penalty: 4373.820312
	Iteration 43Q: 3 clusters Score -795744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -795745.187500 Penalty: 4373.820312
	Iteration 44Q: 3 clusters Score -795745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -795745.437500 Penalty: 4373.820312
	Iteration 45Q: 3 clusters Score -795745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -795747.187500 Penalty: 4373.820312
	Iteration 46Q: 3 clusters Score -795747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -795747.250000 Penalty: 4373.820312
	Iteration 47Q: 3 clusters Score -795747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -795748.687500 Penalty: 4373.820312
	Iteration 48Q: 3 clusters Score -795748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -795747.062500 Penalty: 4373.820312
	Iteration 49Q: 3 clusters Score -795747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -795747.187500 Penalty: 4373.820312
	Iteration 50Q: 3 clusters Score -795747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -795747.875000 Penalty: 4373.820312
	Iteration 51Q: 3 clusters Score -795747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -795748.687500 Penalty: 4373.820312
	Iteration 52Q: 3 clusters Score -795748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -795749.187500 Penalty: 4373.820312
	Iteration 53Q: 3 clusters Score -795749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -795749.187500 Penalty: 4373.820312
	Iteration 54F: 3 clusters Score -795749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Entering Unmasked Estep 
Score: -7908064.500000 Penalty: 2753.831787
	Iteration 0F: 2 clusters Score -7908064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7863572.000000 Penalty: 5507.663574
	Iteration 0F: 3 clusters Score -7863572 nChanged 30950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -7880615.500000 Penalty: 5507.663574
	Iteration 1F: 3 clusters Score -7880616 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -7881170.000000 Penalty: 5507.663574
	Iteration 2Q: 3 clusters Score -7881170 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7881676.000000 Penalty: 5507.663574
	Iteration 3Q: 3 clusters Score -7881676 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7882186.000000 Penalty: 5507.663574
	Iteration 4Q: 3 clusters Score -7882186 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7882797.000000 Penalty: 5507.663574
	Iteration 5Q: 3 clusters Score -7882797 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7883662.500000 Penalty: 5507.663574
	Iteration 6Q: 3 clusters Score -7883662 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -7884883.500000 Penalty: 5507.663574
	Iteration 7Q: 3 clusters Score -7884884 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -7886814.500000 Penalty: 5507.663574
	Iteration 8F: 3 clusters Score -7886814 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -7889763.500000 Penalty: 5507.663574
	Iteration 9F: 3 clusters Score -7889764 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -7893881.500000 Penalty: 5507.663574
	Iteration 10F: 3 clusters Score -7893882 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -7898233.500000 Penalty: 5507.663574
	Iteration 11F: 3 clusters Score -7898234 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -7901722.500000 Penalty: 5507.663574
	Iteration 12F: 3 clusters Score -7901722 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -7903726.500000 Penalty: 5507.663574
	Iteration 13Q: 3 clusters Score -7903726 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -7904717.000000 Penalty: 5507.663574
	Iteration 14Q: 3 clusters Score -7904717 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -7905162.500000 Penalty: 5507.663574
	Iteration 15Q: 3 clusters Score -7905162 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -7905360.500000 Penalty: 5507.663574
	Iteration 16Q: 3 clusters Score -7905360 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -7905437.000000 Penalty: 5507.663574
	Iteration 17Q: 3 clusters Score -7905437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -7905492.000000 Penalty: 5507.663574
	Iteration 18Q: 3 clusters Score -7905492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -7905517.000000 Penalty: 5507.663574
	Iteration 19Q: 3 clusters Score -7905517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -7905547.000000 Penalty: 5507.663574
	Iteration 20F: 3 clusters Score -7905547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -7905558.000000 Penalty: 5507.663574
	Iteration 21Q: 3 clusters Score -7905558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -7905567.500000 Penalty: 5507.663574
	Iteration 22Q: 3 clusters Score -7905568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -7905572.000000 Penalty: 5507.663574
	Iteration 23Q: 3 clusters Score -7905572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -7905587.000000 Penalty: 5507.663574
	Iteration 24Q: 3 clusters Score -7905587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -7905583.500000 Penalty: 5507.663574
	Iteration 25Q: 3 clusters Score -7905584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -7905597.000000 Penalty: 5507.663574
	Iteration 26Q: 3 clusters Score -7905597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -7905602.500000 Penalty: 5507.663574
	Iteration 27Q: 3 clusters Score -7905602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -7905612.000000 Penalty: 5507.663574
	Iteration 28Q: 3 clusters Score -7905612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -7905619.500000 Penalty: 5507.663574
	Iteration 29Q: 3 clusters Score -7905620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -7905627.000000 Penalty: 5507.663574
	Iteration 30Q: 3 clusters Score -7905627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -7905628.000000 Penalty: 5507.663574
	Iteration 31Q: 3 clusters Score -7905628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -7905640.000000 Penalty: 5507.663574
	Iteration 32Q: 3 clusters Score -7905640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -7905647.000000 Penalty: 5507.663574
	Iteration 33Q: 3 clusters Score -7905647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -7905651.500000 Penalty: 5507.663574
	Iteration 34Q: 3 clusters Score -7905652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -7905653.000000 Penalty: 5507.663574
	Iteration 35Q: 3 clusters Score -7905653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -7905657.000000 Penalty: 5507.663574
	Iteration 36Q: 3 clusters Score -7905657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -7905658.000000 Penalty: 5507.663574
	Iteration 37Q: 3 clusters Score -7905658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -7905661.500000 Penalty: 5507.663574
	Iteration 38Q: 3 clusters Score -7905662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -7905661.000000 Penalty: 5507.663574
	Iteration 39Q: 3 clusters Score -7905661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -7905662.500000 Penalty: 5507.663574
	Iteration 40F: 3 clusters Score -7905662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -108105.156250 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -108105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106159.703125 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -106159.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106447.039062 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -106447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106543.906250 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -106543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106573.882812 Penalty: 3422.262695
	Iteration 3Q: 3 clusters Score -106573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106590.781250 Penalty: 3422.262695
	Iteration 4Q: 3 clusters Score -106590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106597.835938 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -106597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -106601.312500 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -106601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106603.140625 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -106603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106603.140625 Penalty: 3422.262695
	Iteration 8F: 3 clusters Score -106603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188506 members 
Entering Unmasked Estep 
Score: -22188564.000000 Penalty: 3012.427490
	Iteration 0F: 2 clusters Score -2.218856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -22068088.000000 Penalty: 6024.854980
	Iteration 0F: 3 clusters Score -2.206809e+07 nChanged 90306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -22120996.000000 Penalty: 6024.854980
	Iteration 1F: 3 clusters Score -2.2121e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -22122102.000000 Penalty: 6024.854980
	Iteration 2Q: 3 clusters Score -2.21221e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -22123120.000000 Penalty: 6024.854980
	Iteration 3Q: 3 clusters Score -2.212312e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -22124372.000000 Penalty: 6024.854980
	Iteration 4Q: 3 clusters Score -2.212437e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -22126224.000000 Penalty: 6024.854980
	Iteration 5Q: 3 clusters Score -2.212622e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -22128810.000000 Penalty: 6024.854980
	Iteration 6Q: 3 clusters Score -2.212881e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -22133042.000000 Penalty: 6024.854980
	Iteration 7Q: 3 clusters Score -2.213304e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -22138942.000000 Penalty: 6024.854980
	Iteration 8F: 3 clusters Score -2.213894e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -22146940.000000 Penalty: 6024.854980
	Iteration 9F: 3 clusters Score -2.214694e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -22156268.000000 Penalty: 6024.854980
	Iteration 10F: 3 clusters Score -2.215627e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 120060 members 
Entering Unmasked Estep 
Score: -22163110.000000 Penalty: 6024.854980
	Iteration 11F: 3 clusters Score -2.216311e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 123079 members 
Entering Unmasked Estep 
Score: -22166194.000000 Penalty: 6024.854980
	Iteration 12Q: 3 clusters Score -2.216619e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -22167530.000000 Penalty: 6024.854980
	Iteration 13Q: 3 clusters Score -2.216753e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -22168386.000000 Penalty: 6024.854980
	Iteration 14Q: 3 clusters Score -2.216839e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 131740 members 
Entering Unmasked Estep 
Score: -22169314.000000 Penalty: 6024.854980
	Iteration 15Q: 3 clusters Score -2.216931e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 134901 members 
Entering Unmasked Estep 
Score: -22170324.000000 Penalty: 6024.854980
	Iteration 16Q: 3 clusters Score -2.217032e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -22171654.000000 Penalty: 6024.854980
	Iteration 17Q: 3 clusters Score -2.217165e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 141734 members 
Entering Unmasked Estep 
Score: -22172854.000000 Penalty: 6024.854980
	Iteration 18Q: 3 clusters Score -2.217285e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -22174352.000000 Penalty: 6024.854980
	Iteration 19Q: 3 clusters Score -2.217435e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 148909 members 
Entering Unmasked Estep 
Score: -22175770.000000 Penalty: 6024.854980
	Iteration 20F: 3 clusters Score -2.217577e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -22177304.000000 Penalty: 6024.854980
	Iteration 21Q: 3 clusters Score -2.21773e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -22178728.000000 Penalty: 6024.854980
	Iteration 22Q: 3 clusters Score -2.217873e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -22180036.000000 Penalty: 6024.854980
	Iteration 23Q: 3 clusters Score -2.218004e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -22181176.000000 Penalty: 6024.854980
	Iteration 24Q: 3 clusters Score -2.218118e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 165930 members 
Entering Unmasked Estep 
Score: -22182256.000000 Penalty: 6024.854980
	Iteration 25Q: 3 clusters Score -2.218226e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -22183238.000000 Penalty: 6024.854980
	Iteration 26Q: 3 clusters Score -2.218324e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 171239 members 
Entering Unmasked Estep 
Score: -22183934.000000 Penalty: 6024.854980
	Iteration 27Q: 3 clusters Score -2.218393e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -22184576.000000 Penalty: 6024.854980
	Iteration 28Q: 3 clusters Score -2.218458e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 175437 members 
Entering Unmasked Estep 
Score: -22185110.000000 Penalty: 6024.854980
	Iteration 29Q: 3 clusters Score -2.218511e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -22185558.000000 Penalty: 6024.854980
	Iteration 30Q: 3 clusters Score -2.218556e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 178568 members 
Entering Unmasked Estep 
Score: -22185788.000000 Penalty: 6024.854980
	Iteration 31Q: 3 clusters Score -2.218579e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -22186132.000000 Penalty: 6024.854980
	Iteration 32Q: 3 clusters Score -2.218613e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 180881 members 
Entering Unmasked Estep 
Score: -22186430.000000 Penalty: 6024.854980
	Iteration 33Q: 3 clusters Score -2.218643e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -22186434.000000 Penalty: 6024.854980
	Iteration 34Q: 3 clusters Score -2.218643e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 182509 members 
Entering Unmasked Estep 
Score: -22186618.000000 Penalty: 6024.854980
	Iteration 35Q: 3 clusters Score -2.218662e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -22186692.000000 Penalty: 6024.854980
	Iteration 36Q: 3 clusters Score -2.218669e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 183622 members 
Entering Unmasked Estep 
Score: -22186758.000000 Penalty: 6024.854980
	Iteration 37Q: 3 clusters Score -2.218676e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 184020 members 
Entering Unmasked Estep 
Score: -22186806.000000 Penalty: 6024.854980
	Iteration 38Q: 3 clusters Score -2.218681e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -22186866.000000 Penalty: 6024.854980
	Iteration 39Q: 3 clusters Score -2.218687e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 184644 members 
Entering Unmasked Estep 
Score: -22186922.000000 Penalty: 6024.854980
	Iteration 40F: 3 clusters Score -2.218692e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -22186946.000000 Penalty: 6024.854980
	Iteration 41Q: 3 clusters Score -2.218695e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 185139 members 
Entering Unmasked Estep 
Score: -22186968.000000 Penalty: 6024.854980
	Iteration 42Q: 3 clusters Score -2.218697e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -22187022.000000 Penalty: 6024.854980
	Iteration 43Q: 3 clusters Score -2.218702e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -22187004.000000 Penalty: 6024.854980
	Iteration 44Q: 3 clusters Score -2.2187e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -22186990.000000 Penalty: 6024.854980
	Iteration 45Q: 3 clusters Score -2.218699e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 185725 members 
Entering Unmasked Estep 
Score: -22186998.000000 Penalty: 6024.854980
	Iteration 46Q: 3 clusters Score -2.2187e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 185814 members 
Entering Unmasked Estep 
Score: -22186994.000000 Penalty: 6024.854980
	Iteration 47Q: 3 clusters Score -2.218699e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 185900 members 
Entering Unmasked Estep 
Score: -22186978.000000 Penalty: 6024.854980
	Iteration 48Q: 3 clusters Score -2.218698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 185969 members 
Entering Unmasked Estep 
Score: -22187004.000000 Penalty: 6024.854980
	Iteration 49Q: 3 clusters Score -2.2187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 186030 members 
Entering Unmasked Estep 
Score: -22186982.000000 Penalty: 6024.854980
	Iteration 50Q: 3 clusters Score -2.218698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 186090 members 
Entering Unmasked Estep 
Score: -22187000.000000 Penalty: 6024.854980
	Iteration 51Q: 3 clusters Score -2.2187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 186142 members 
Entering Unmasked Estep 
Score: -22186974.000000 Penalty: 6024.854980
	Iteration 52Q: 3 clusters Score -2.218697e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 186195 members 
Entering Unmasked Estep 
Score: -22186974.000000 Penalty: 6024.854980
	Iteration 53Q: 3 clusters Score -2.218697e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 186249 members 
Entering Unmasked Estep 
Score: -22186994.000000 Penalty: 6024.854980
	Iteration 54Q: 3 clusters Score -2.218699e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 186289 members 
Entering Unmasked Estep 
Score: -22187010.000000 Penalty: 6024.854980
	Iteration 55Q: 3 clusters Score -2.218701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 186322 members 
Entering Unmasked Estep 
Score: -22186986.000000 Penalty: 6024.854980
	Iteration 56Q: 3 clusters Score -2.218699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 186350 members 
Entering Unmasked Estep 
Score: -22186984.000000 Penalty: 6024.854980
	Iteration 57Q: 3 clusters Score -2.218698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -22186972.000000 Penalty: 6024.854980
	Iteration 58Q: 3 clusters Score -2.218697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 186434 members 
Entering Unmasked Estep 
Score: -22186988.000000 Penalty: 6024.854980
	Iteration 59Q: 3 clusters Score -2.218699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -22186968.000000 Penalty: 6024.854980
	Iteration 60F: 3 clusters Score -2.218697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -22186978.000000 Penalty: 6024.854980
	Iteration 61Q: 3 clusters Score -2.218698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 186501 members 
Entering Unmasked Estep 
Score: -22186970.000000 Penalty: 6024.854980
	Iteration 62Q: 3 clusters Score -2.218697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -22186960.000000 Penalty: 6024.854980
	Iteration 63Q: 3 clusters Score -2.218696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 186527 members 
Entering Unmasked Estep 
Score: -22186950.000000 Penalty: 6024.854980
	Iteration 64Q: 3 clusters Score -2.218695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -22186946.000000 Penalty: 6024.854980
	Iteration 65Q: 3 clusters Score -2.218695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 186546 members 
Entering Unmasked Estep 
Score: -22186952.000000 Penalty: 6024.854980
	Iteration 66Q: 3 clusters Score -2.218695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -22186950.000000 Penalty: 6024.854980
	Iteration 67Q: 3 clusters Score -2.218695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -22186964.000000 Penalty: 6024.854980
	Iteration 68Q: 3 clusters Score -2.218696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 186574 members 
Entering Unmasked Estep 
Score: -22186962.000000 Penalty: 6024.854980
	Iteration 69Q: 3 clusters Score -2.218696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -22186952.000000 Penalty: 6024.854980
	Iteration 70Q: 3 clusters Score -2.218695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -22186952.000000 Penalty: 6024.854980
	Iteration 71Q: 3 clusters Score -2.218695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -22186966.000000 Penalty: 6024.854980
	Iteration 72Q: 3 clusters Score -2.218697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -22186962.000000 Penalty: 6024.854980
	Iteration 73Q: 3 clusters Score -2.218696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -22186968.000000 Penalty: 6024.854980
	Iteration 74Q: 3 clusters Score -2.218697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 186615 members 
Entering Unmasked Estep 
Score: -22186950.000000 Penalty: 6024.854980
	Iteration 75Q: 3 clusters Score -2.218695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 186619 members 
Entering Unmasked Estep 
Score: -22186958.000000 Penalty: 6024.854980
	Iteration 76Q: 3 clusters Score -2.218696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 186622 members 
Entering Unmasked Estep 
Score: -22186954.000000 Penalty: 6024.854980
	Iteration 77Q: 3 clusters Score -2.218695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 186626 members 
Entering Unmasked Estep 
Score: -22186958.000000 Penalty: 6024.854980
	Iteration 78Q: 3 clusters Score -2.218696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -22186954.000000 Penalty: 6024.854980
	Iteration 79Q: 3 clusters Score -2.218695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -22186952.000000 Penalty: 6024.854980
	Iteration 80F: 3 clusters Score -2.218695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 186639 members 
Entering Unmasked Estep 
Score: -22186976.000000 Penalty: 6024.854980
	Iteration 81Q: 3 clusters Score -2.218698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 186647 members 
Entering Unmasked Estep 
Score: -22186976.000000 Penalty: 6024.854980
	Iteration 82Q: 3 clusters Score -2.218698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 186658 members 
Entering Unmasked Estep 
Score: -22186974.000000 Penalty: 6024.854980
	Iteration 83Q: 3 clusters Score -2.218697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 186666 members 
Entering Unmasked Estep 
Score: -22186964.000000 Penalty: 6024.854980
	Iteration 84Q: 3 clusters Score -2.218696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 186670 members 
Entering Unmasked Estep 
Score: -22186972.000000 Penalty: 6024.854980
	Iteration 85Q: 3 clusters Score -2.218697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -22186962.000000 Penalty: 6024.854980
	Iteration 86Q: 3 clusters Score -2.218696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -22186976.000000 Penalty: 6024.854980
	Iteration 87Q: 3 clusters Score -2.218698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 186672 members 
Entering Unmasked Estep 
Score: -22186976.000000 Penalty: 6024.854980
	Iteration 88F: 3 clusters Score -2.218698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Entering Unmasked Estep 
Score: -6624340.500000 Penalty: 2711.587646
	Iteration 0F: 2 clusters Score -6624340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6586608.000000 Penalty: 5423.175293
	Iteration 0F: 3 clusters Score -6586608 nChanged 26061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6602052.500000 Penalty: 5423.175293
	Iteration 1F: 3 clusters Score -6602052 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -6603744.500000 Penalty: 5423.175293
	Iteration 2F: 3 clusters Score -6603744 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6606262.000000 Penalty: 5423.175293
	Iteration 3F: 3 clusters Score -6606262 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6609497.000000 Penalty: 5423.175293
	Iteration 4F: 3 clusters Score -6609497 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -6612553.000000 Penalty: 5423.175293
	Iteration 5F: 3 clusters Score -6612553 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6614822.000000 Penalty: 5423.175293
	Iteration 6F: 3 clusters Score -6614822 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -6616537.000000 Penalty: 5423.175293
	Iteration 7F: 3 clusters Score -6616537 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -6617793.500000 Penalty: 5423.175293
	Iteration 8Q: 3 clusters Score -6617794 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -6618921.500000 Penalty: 5423.175293
	Iteration 9Q: 3 clusters Score -6618922 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6619838.500000 Penalty: 5423.175293
	Iteration 10Q: 3 clusters Score -6619838 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6620521.000000 Penalty: 5423.175293
	Iteration 11Q: 3 clusters Score -6620521 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -6621057.000000 Penalty: 5423.175293
	Iteration 12Q: 3 clusters Score -6621057 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6621506.000000 Penalty: 5423.175293
	Iteration 13Q: 3 clusters Score -6621506 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -6621804.500000 Penalty: 5423.175293
	Iteration 14Q: 3 clusters Score -6621804 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -6622001.000000 Penalty: 5423.175293
	Iteration 15Q: 3 clusters Score -6622001 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6622107.000000 Penalty: 5423.175293
	Iteration 16Q: 3 clusters Score -6622107 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6622210.500000 Penalty: 5423.175293
	Iteration 17Q: 3 clusters Score -6622210 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6622286.500000 Penalty: 5423.175293
	Iteration 18Q: 3 clusters Score -6622286 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6622348.500000 Penalty: 5423.175293
	Iteration 19Q: 3 clusters Score -6622348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6622382.000000 Penalty: 5423.175293
	Iteration 20F: 3 clusters Score -6622382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6622431.500000 Penalty: 5423.175293
	Iteration 21Q: 3 clusters Score -6622432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6622465.000000 Penalty: 5423.175293
	Iteration 22Q: 3 clusters Score -6622465 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6622518.500000 Penalty: 5423.175293
	Iteration 23Q: 3 clusters Score -6622518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6622564.500000 Penalty: 5423.175293
	Iteration 24Q: 3 clusters Score -6622564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6622583.000000 Penalty: 5423.175293
	Iteration 25Q: 3 clusters Score -6622583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6622579.000000 Penalty: 5423.175293
	Iteration 26Q: 3 clusters Score -6622579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6622604.500000 Penalty: 5423.175293
	Iteration 27Q: 3 clusters Score -6622604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6622607.000000 Penalty: 5423.175293
	Iteration 28Q: 3 clusters Score -6622607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6622612.000000 Penalty: 5423.175293
	Iteration 29Q: 3 clusters Score -6622612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6622609.000000 Penalty: 5423.175293
	Iteration 30Q: 3 clusters Score -6622609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6622616.000000 Penalty: 5423.175293
	Iteration 31Q: 3 clusters Score -6622616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6622623.000000 Penalty: 5423.175293
	Iteration 32Q: 3 clusters Score -6622623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6622641.500000 Penalty: 5423.175293
	Iteration 33Q: 3 clusters Score -6622642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6622644.000000 Penalty: 5423.175293
	Iteration 34Q: 3 clusters Score -6622644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6622650.500000 Penalty: 5423.175293
	Iteration 35Q: 3 clusters Score -6622650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -6622643.500000 Penalty: 5423.175293
	Iteration 36Q: 3 clusters Score -6622644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -6622651.000000 Penalty: 5423.175293
	Iteration 37Q: 3 clusters Score -6622651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6622652.500000 Penalty: 5423.175293
	Iteration 38Q: 3 clusters Score -6622652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6622658.000000 Penalty: 5423.175293
	Iteration 39Q: 3 clusters Score -6622658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6622656.000000 Penalty: 5423.175293
	Iteration 40F: 3 clusters Score -6622656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6622657.500000 Penalty: 5423.175293
	Iteration 41Q: 3 clusters Score -6622658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6622659.500000 Penalty: 5423.175293
	Iteration 42Q: 3 clusters Score -6622660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6622665.500000 Penalty: 5423.175293
	Iteration 43Q: 3 clusters Score -6622666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6622659.000000 Penalty: 5423.175293
	Iteration 44Q: 3 clusters Score -6622659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6622661.500000 Penalty: 5423.175293
	Iteration 45Q: 3 clusters Score -6622662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6622670.000000 Penalty: 5423.175293
	Iteration 46Q: 3 clusters Score -6622670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6622674.500000 Penalty: 5423.175293
	Iteration 47Q: 3 clusters Score -6622674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6622673.500000 Penalty: 5423.175293
	Iteration 48Q: 3 clusters Score -6622674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6622673.000000 Penalty: 5423.175293
	Iteration 49Q: 3 clusters Score -6622673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6622675.000000 Penalty: 5423.175293
	Iteration 50Q: 3 clusters Score -6622675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6622675.000000 Penalty: 5423.175293
	Iteration 51Q: 3 clusters Score -6622675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6622667.500000 Penalty: 5423.175293
	Iteration 52Q: 3 clusters Score -6622668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6622670.000000 Penalty: 5423.175293
	Iteration 53Q: 3 clusters Score -6622670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6622672.000000 Penalty: 5423.175293
	Iteration 54Q: 3 clusters Score -6622672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6622670.000000 Penalty: 5423.175293
	Iteration 55Q: 3 clusters Score -6622670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6622672.500000 Penalty: 5423.175293
	Iteration 56Q: 3 clusters Score -6622672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6622671.500000 Penalty: 5423.175293
	Iteration 57Q: 3 clusters Score -6622672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -6622671.000000 Penalty: 5423.175293
	Iteration 58Q: 3 clusters Score -6622671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6622670.500000 Penalty: 5423.175293
	Iteration 59Q: 3 clusters Score -6622670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6622670.000000 Penalty: 5423.175293
	Iteration 60F: 3 clusters Score -6622670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6622670.500000 Penalty: 5423.175293
	Iteration 61Q: 3 clusters Score -6622670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6622675.000000 Penalty: 5423.175293
	Iteration 62Q: 3 clusters Score -6622675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6622671.500000 Penalty: 5423.175293
	Iteration 63Q: 3 clusters Score -6622672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6622667.500000 Penalty: 5423.175293
	Iteration 64Q: 3 clusters Score -6622668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6622666.500000 Penalty: 5423.175293
	Iteration 65Q: 3 clusters Score -6622666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6622668.500000 Penalty: 5423.175293
	Iteration 66Q: 3 clusters Score -6622668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6622669.000000 Penalty: 5423.175293
	Iteration 67Q: 3 clusters Score -6622669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6622666.500000 Penalty: 5423.175293
	Iteration 68Q: 3 clusters Score -6622666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6622669.000000 Penalty: 5423.175293
	Iteration 69Q: 3 clusters Score -6622669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6622665.000000 Penalty: 5423.175293
	Iteration 70Q: 3 clusters Score -6622665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6622665.000000 Penalty: 5423.175293
	Iteration 71F: 3 clusters Score -6622665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (98191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Entering Unmasked Estep 
Score: -11649233.000000 Penalty: 2850.678223
	Iteration 0F: 2 clusters Score -1.164923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -11583706.000000 Penalty: 5701.356445
	Iteration 0F: 3 clusters Score -1.158371e+07 nChanged 46368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -11610115.000000 Penalty: 5701.356445
	Iteration 1F: 3 clusters Score -1.161012e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -11610785.000000 Penalty: 5701.356445
	Iteration 2Q: 3 clusters Score -1.161078e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -11611735.000000 Penalty: 5701.356445
	Iteration 3Q: 3 clusters Score -1.161174e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -11613322.000000 Penalty: 5701.356445
	Iteration 4Q: 3 clusters Score -1.161332e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -11616306.000000 Penalty: 5701.356445
	Iteration 5F: 3 clusters Score -1.161631e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -11621471.000000 Penalty: 5701.356445
	Iteration 6F: 3 clusters Score -1.162147e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -11629042.000000 Penalty: 5701.356445
	Iteration 7F: 3 clusters Score -1.162904e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -11637512.000000 Penalty: 5701.356445
	Iteration 8F: 3 clusters Score -1.163751e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -11643260.000000 Penalty: 5701.356445
	Iteration 9F: 3 clusters Score -1.164326e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -11645541.000000 Penalty: 5701.356445
	Iteration 10Q: 3 clusters Score -1.164554e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -11646244.000000 Penalty: 5701.356445
	Iteration 11Q: 3 clusters Score -1.164624e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -11646497.000000 Penalty: 5701.356445
	Iteration 12Q: 3 clusters Score -1.16465e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -11646574.000000 Penalty: 5701.356445
	Iteration 13Q: 3 clusters Score -1.164657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -11646638.000000 Penalty: 5701.356445
	Iteration 14Q: 3 clusters Score -1.164664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -11646671.000000 Penalty: 5701.356445
	Iteration 15Q: 3 clusters Score -1.164667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -11646682.000000 Penalty: 5701.356445
	Iteration 16Q: 3 clusters Score -1.164668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -11646693.000000 Penalty: 5701.356445
	Iteration 17Q: 3 clusters Score -1.164669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -11646696.000000 Penalty: 5701.356445
	Iteration 18Q: 3 clusters Score -1.16467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -11646696.000000 Penalty: 5701.356445
	Iteration 19F: 3 clusters Score -1.16467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Entering Unmasked Estep 
Score: -9361234.000000 Penalty: 2796.051514
	Iteration 0F: 2 clusters Score -9361234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -9308448.000000 Penalty: 5592.103027
	Iteration 0F: 3 clusters Score -9308448 nChanged 36821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -9329317.000000 Penalty: 5592.103027
	Iteration 1F: 3 clusters Score -9329317 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -9329880.000000 Penalty: 5592.103027
	Iteration 2Q: 3 clusters Score -9329880 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -9330648.000000 Penalty: 5592.103027
	Iteration 3Q: 3 clusters Score -9330648 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -9331639.000000 Penalty: 5592.103027
	Iteration 4Q: 3 clusters Score -9331639 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -9333251.000000 Penalty: 5592.103027
	Iteration 5Q: 3 clusters Score -9333251 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -9335642.000000 Penalty: 5592.103027
	Iteration 6F: 3 clusters Score -9335642 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -9339335.000000 Penalty: 5592.103027
	Iteration 7F: 3 clusters Score -9339335 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -9344696.000000 Penalty: 5592.103027
	Iteration 8F: 3 clusters Score -9344696 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -9350622.000000 Penalty: 5592.103027
	Iteration 9F: 3 clusters Score -9350622 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -9354908.000000 Penalty: 5592.103027
	Iteration 10F: 3 clusters Score -9354908 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -9356729.000000 Penalty: 5592.103027
	Iteration 11Q: 3 clusters Score -9356729 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -9357373.000000 Penalty: 5592.103027
	Iteration 12Q: 3 clusters Score -9357373 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -9357668.000000 Penalty: 5592.103027
	Iteration 13Q: 3 clusters Score -9357668 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9357925.000000 Penalty: 5592.103027
	Iteration 14Q: 3 clusters Score -9357925 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -9358066.000000 Penalty: 5592.103027
	Iteration 15Q: 3 clusters Score -9358066 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -9358156.000000 Penalty: 5592.103027
	Iteration 16Q: 3 clusters Score -9358156 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -9358260.000000 Penalty: 5592.103027
	Iteration 17Q: 3 clusters Score -9358260 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -9358369.000000 Penalty: 5592.103027
	Iteration 18Q: 3 clusters Score -9358369 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -9358478.000000 Penalty: 5592.103027
	Iteration 19Q: 3 clusters Score -9358478 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9358529.000000 Penalty: 5592.103027
	Iteration 20F: 3 clusters Score -9358529 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -9358584.000000 Penalty: 5592.103027
	Iteration 21Q: 3 clusters Score -9358584 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -9358688.000000 Penalty: 5592.103027
	Iteration 22Q: 3 clusters Score -9358688 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9358740.000000 Penalty: 5592.103027
	Iteration 23Q: 3 clusters Score -9358740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -9358778.000000 Penalty: 5592.103027
	Iteration 24Q: 3 clusters Score -9358778 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9358827.000000 Penalty: 5592.103027
	Iteration 25Q: 3 clusters Score -9358827 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9358918.000000 Penalty: 5592.103027
	Iteration 26Q: 3 clusters Score -9358918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -9358960.000000 Penalty: 5592.103027
	Iteration 27Q: 3 clusters Score -9358960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -9359011.000000 Penalty: 5592.103027
	Iteration 28Q: 3 clusters Score -9359011 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9359057.000000 Penalty: 5592.103027
	Iteration 29Q: 3 clusters Score -9359057 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9359108.000000 Penalty: 5592.103027
	Iteration 30Q: 3 clusters Score -9359108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -9359144.000000 Penalty: 5592.103027
	Iteration 31Q: 3 clusters Score -9359144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -9359166.000000 Penalty: 5592.103027
	Iteration 32Q: 3 clusters Score -9359166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9359220.000000 Penalty: 5592.103027
	Iteration 33Q: 3 clusters Score -9359220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9359258.000000 Penalty: 5592.103027
	Iteration 34Q: 3 clusters Score -9359258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9359284.000000 Penalty: 5592.103027
	Iteration 35Q: 3 clusters Score -9359284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9359296.000000 Penalty: 5592.103027
	Iteration 36Q: 3 clusters Score -9359296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -9359300.000000 Penalty: 5592.103027
	Iteration 37Q: 3 clusters Score -9359300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9359305.000000 Penalty: 5592.103027
	Iteration 38Q: 3 clusters Score -9359305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -9359322.000000 Penalty: 5592.103027
	Iteration 39Q: 3 clusters Score -9359322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9359335.000000 Penalty: 5592.103027
	Iteration 40F: 3 clusters Score -9359335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9359354.000000 Penalty: 5592.103027
	Iteration 41Q: 3 clusters Score -9359354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9359366.000000 Penalty: 5592.103027
	Iteration 42Q: 3 clusters Score -9359366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9359357.000000 Penalty: 5592.103027
	Iteration 43Q: 3 clusters Score -9359357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9359376.000000 Penalty: 5592.103027
	Iteration 44Q: 3 clusters Score -9359376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9359372.000000 Penalty: 5592.103027
	Iteration 45Q: 3 clusters Score -9359372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9359383.000000 Penalty: 5592.103027
	Iteration 46Q: 3 clusters Score -9359383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9359378.000000 Penalty: 5592.103027
	Iteration 47Q: 3 clusters Score -9359378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9359384.000000 Penalty: 5592.103027
	Iteration 48Q: 3 clusters Score -9359384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9359377.000000 Penalty: 5592.103027
	Iteration 49Q: 3 clusters Score -9359377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9359393.000000 Penalty: 5592.103027
	Iteration 50Q: 3 clusters Score -9359393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9359410.000000 Penalty: 5592.103027
	Iteration 51Q: 3 clusters Score -9359410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9359426.000000 Penalty: 5592.103027
	Iteration 52Q: 3 clusters Score -9359426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9359428.000000 Penalty: 5592.103027
	Iteration 53Q: 3 clusters Score -9359428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9359425.000000 Penalty: 5592.103027
	Iteration 54Q: 3 clusters Score -9359425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9359439.000000 Penalty: 5592.103027
	Iteration 55Q: 3 clusters Score -9359439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9359422.000000 Penalty: 5592.103027
	Iteration 56Q: 3 clusters Score -9359422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9359421.000000 Penalty: 5592.103027
	Iteration 57Q: 3 clusters Score -9359421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9359449.000000 Penalty: 5592.103027
	Iteration 58Q: 3 clusters Score -9359449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9359436.000000 Penalty: 5592.103027
	Iteration 59Q: 3 clusters Score -9359436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9359429.000000 Penalty: 5592.103027
	Iteration 60F: 3 clusters Score -9359429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9359419.000000 Penalty: 5592.103027
	Iteration 61Q: 3 clusters Score -9359419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9359423.000000 Penalty: 5592.103027
	Iteration 62Q: 3 clusters Score -9359423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9359418.000000 Penalty: 5592.103027
	Iteration 63Q: 3 clusters Score -9359418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9359429.000000 Penalty: 5592.103027
	Iteration 64Q: 3 clusters Score -9359429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9359427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9359427.000000 Penalty: 5592.103027
	Iteration 66F: 3 clusters Score -9359427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17545 members 
Mstep: Class 5 contains 96483 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 188757 members 
Mstep: Class 9 contains 4053 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180710 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 66447 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 188506 members 
Mstep: Class 16 contains 56040 members 
Mstep: Class 17 contains 98191 members 
Mstep: Class 19 contains 78779 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -1.180544e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 96522 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 188835 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180751 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 66503 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 188546 members 
Mstep: Class 16 contains 56034 members 
Mstep: Class 17 contains 97861 members 
Mstep: Class 19 contains 78806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -1.180545e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 17683 members 
Mstep: Class 5 contains 96573 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 188902 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180777 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 66550 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 188569 members 
Mstep: Class 16 contains 56031 members 
Mstep: Class 17 contains 97573 members 
Mstep: Class 19 contains 78822 members 
Entering Unmasked Estep 
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Iteration 121Q: 19 clusters Score -1.180546e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 17753 members 
Mstep: Class 5 contains 96635 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 188967 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180794 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 66588 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 188590 members 
Mstep: Class 16 contains 56026 members 
Mstep: Class 17 contains 97299 members 
Mstep: Class 19 contains 78841 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -1.180545e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 96720 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 189008 members 
Mstep: Class 9 contains 4021 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180818 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 66636 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 188596 members 
Mstep: Class 16 contains 56020 members 
Mstep: Class 17 contains 97024 members 
Mstep: Class 19 contains 78859 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -1.180544e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 96778 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 189057 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180854 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 66690 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 188603 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 96758 members 
Mstep: Class 19 contains 78866 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -1.180541e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 17931 members 
Mstep: Class 5 contains 96854 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 189108 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180861 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 66741 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 188600 members 
Mstep: Class 16 contains 56013 members 
Mstep: Class 17 contains 96515 members 
Mstep: Class 19 contains 78878 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -1.180542e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 17999 members 
Mstep: Class 5 contains 96911 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 189152 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180849 members 
Mstep: Class 12 contains 6734 members 
Mstep: Class 13 contains 66787 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 188592 members 
Mstep: Class 16 contains 56010 members 
Mstep: Class 17 contains 96304 members 
Mstep: Class 19 contains 78897 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -1.180541e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 96972 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 189208 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180849 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 66814 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 188577 members 
Mstep: Class 16 contains 56010 members 
Mstep: Class 17 contains 96116 members 
Mstep: Class 19 contains 78911 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -1.180541e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18089 members 
Mstep: Class 5 contains 97039 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 189278 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180844 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 66849 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 188554 members 
Mstep: Class 16 contains 56012 members 
Mstep: Class 17 contains 95926 members 
Mstep: Class 19 contains 78915 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -1.180538e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18128 members 
Mstep: Class 5 contains 97116 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 189330 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180835 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 66877 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 188529 members 
Mstep: Class 16 contains 56015 members 
Mstep: Class 17 contains 95757 members 
Mstep: Class 19 contains 78927 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -1.180539e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 18175 members 
Mstep: Class 5 contains 97188 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 189379 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180808 members 
Mstep: Class 12 contains 6724 members 
Mstep: Class 13 contains 66904 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 188510 members 
Mstep: Class 16 contains 56017 members 
Mstep: Class 17 contains 95604 members 
Mstep: Class 19 contains 78934 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -1.18054e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 18226 members 
Mstep: Class 5 contains 97252 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 189417 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 180794 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 66918 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 188508 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 95443 members 
Mstep: Class 19 contains 78941 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -1.180539e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 18277 members 
Mstep: Class 5 contains 97308 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 189448 members 
Mstep: Class 9 contains 3995 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180793 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 66941 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 188498 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 95292 members 
Mstep: Class 19 contains 78947 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -1.180537e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18329 members 
Mstep: Class 5 contains 97371 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 189486 members 
Mstep: Class 9 contains 3993 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180781 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 66966 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 188480 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 95133 members 
Mstep: Class 19 contains 78959 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -1.180538e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18386 members 
Mstep: Class 5 contains 97421 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 189501 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180782 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 67000 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 15 contains 188467 members 
Mstep: Class 16 contains 56018 members 
Mstep: Class 17 contains 94979 members 
Mstep: Class 19 contains 78972 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -1.180538e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18439 members 
Mstep: Class 5 contains 97492 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 189525 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180786 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 67028 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 188447 members 
Mstep: Class 16 contains 56015 members 
Mstep: Class 17 contains 94815 members 
Mstep: Class 19 contains 78981 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -1.18054e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18498 members 
Mstep: Class 5 contains 97573 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 189569 members 
Mstep: Class 9 contains 3984 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180784 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 13 contains 67044 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 188404 members 
Mstep: Class 16 contains 56015 members 
Mstep: Class 17 contains 94653 members 
Mstep: Class 19 contains 78994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053912.000000 Penalty: 61757.199219
Iteration 136Q: 19 clusters Score -1.180539e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 97657 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 189601 members 
Mstep: Class 9 contains 3981 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180774 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 67066 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 188376 members 
Mstep: Class 16 contains 56014 members 
Mstep: Class 17 contains 94503 members 
Mstep: Class 19 contains 78995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053672.000000 Penalty: 61757.199219
Iteration 137Q: 19 clusters Score -1.180537e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 5 contains 97736 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 189638 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180782 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 67081 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 188355 members 
Mstep: Class 16 contains 56012 members 
Mstep: Class 17 contains 94351 members 
Mstep: Class 19 contains 78994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053664.000000 Penalty: 61757.199219
Iteration 138Q: 19 clusters Score -1.180537e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18642 members 
Mstep: Class 5 contains 97781 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 189679 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180791 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 67105 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 188333 members 
Mstep: Class 16 contains 56012 members 
Mstep: Class 17 contains 94202 members 
Mstep: Class 19 contains 78998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053576.000000 Penalty: 61757.199219
Iteration 139Q: 19 clusters Score -1.180536e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 97825 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 189711 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180804 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 67129 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 188299 members 
Mstep: Class 16 contains 56010 members 
Mstep: Class 17 contains 94069 members 
Mstep: Class 19 contains 79005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053672.000000 Penalty: 61757.199219
Iteration 140F: 19 clusters Score -1.180537e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18734 members 
Mstep: Class 5 contains 97871 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 189719 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180815 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 67149 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 188276 members 
Mstep: Class 16 contains 56008 members 
Mstep: Class 17 contains 93969 members 
Mstep: Class 19 contains 79009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053632.000000 Penalty: 61757.199219
Iteration 141Q: 19 clusters Score -1.180536e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 97918 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 189739 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180820 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 67163 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 188257 members 
Mstep: Class 16 contains 56010 members 
Mstep: Class 17 contains 93867 members 
Mstep: Class 19 contains 79010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053792.000000 Penalty: 61757.199219
Iteration 142Q: 19 clusters Score -1.180538e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18805 members 
Mstep: Class 5 contains 97965 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 189751 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180818 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 67171 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188248 members 
Mstep: Class 16 contains 56011 members 
Mstep: Class 17 contains 93775 members 
Mstep: Class 19 contains 79015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053640.000000 Penalty: 61757.199219
Iteration 143Q: 19 clusters Score -1.180536e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18841 members 
Mstep: Class 5 contains 98019 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189774 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180807 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 67179 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188234 members 
Mstep: Class 16 contains 56010 members 
Mstep: Class 17 contains 93678 members 
Mstep: Class 19 contains 79021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053656.000000 Penalty: 61757.199219
Iteration 144Q: 19 clusters Score -1.180537e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18872 members 
Mstep: Class 5 contains 98076 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189796 members 
Mstep: Class 9 contains 3926 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180797 members 
Mstep: Class 12 contains 6711 members 
Mstep: Class 13 contains 67184 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188225 members 
Mstep: Class 16 contains 56011 members 
Mstep: Class 17 contains 93589 members 
Mstep: Class 19 contains 79027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053776.000000 Penalty: 61757.199219
Iteration 145Q: 19 clusters Score -1.180538e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 98115 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 189818 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180777 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 67187 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188228 members 
Mstep: Class 16 contains 56008 members 
Mstep: Class 17 contains 93507 members 
Mstep: Class 19 contains 79036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053792.000000 Penalty: 61757.199219
Iteration 146Q: 19 clusters Score -1.180538e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 18965 members 
Mstep: Class 5 contains 98157 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189835 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180775 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 67197 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188234 members 
Mstep: Class 16 contains 56004 members 
Mstep: Class 17 contains 93407 members 
Mstep: Class 19 contains 79044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053752.000000 Penalty: 61757.199219
Iteration 147Q: 19 clusters Score -1.180538e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 19002 members 
Mstep: Class 5 contains 98194 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189842 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180762 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 67210 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 188254 members 
Mstep: Class 16 contains 56003 members 
Mstep: Class 17 contains 93315 members 
Mstep: Class 19 contains 79048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053832.000000 Penalty: 61757.199219
Iteration 148Q: 19 clusters Score -1.180538e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 19037 members 
Mstep: Class 5 contains 98242 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189834 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180731 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 67224 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 188269 members 
Mstep: Class 16 contains 56002 members 
Mstep: Class 17 contains 93247 members 
Mstep: Class 19 contains 79049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053632.000000 Penalty: 61757.199219
Iteration 149Q: 19 clusters Score -1.180536e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 98307 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189839 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180688 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 67238 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 188270 members 
Mstep: Class 16 contains 56001 members 
Mstep: Class 17 contains 93173 members 
Mstep: Class 19 contains 79047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053648.000000 Penalty: 61757.199219
Iteration 150Q: 19 clusters Score -1.180536e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 19123 members 
Mstep: Class 5 contains 98369 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189841 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180648 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 67253 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 188266 members 
Mstep: Class 16 contains 56001 members 
Mstep: Class 17 contains 93093 members 
Mstep: Class 19 contains 79047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053648.000000 Penalty: 61757.199219
Iteration 151Q: 19 clusters Score -1.180536e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19170 members 
Mstep: Class 5 contains 98444 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189837 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180601 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 67266 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 188244 members 
Mstep: Class 16 contains 56000 members 
Mstep: Class 17 contains 93028 members 
Mstep: Class 19 contains 79053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053680.000000 Penalty: 61757.199219
Iteration 152Q: 19 clusters Score -1.180537e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19213 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189823 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180552 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 67276 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 188234 members 
Mstep: Class 16 contains 55999 members 
Mstep: Class 17 contains 92975 members 
Mstep: Class 19 contains 79057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053648.000000 Penalty: 61757.199219
Iteration 153Q: 19 clusters Score -1.180536e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19258 members 
Mstep: Class 5 contains 98584 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189816 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180519 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 67279 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 188222 members 
Mstep: Class 16 contains 56000 members 
Mstep: Class 17 contains 92916 members 
Mstep: Class 19 contains 79063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053680.000000 Penalty: 61757.199219
Iteration 154Q: 19 clusters Score -1.180537e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 5 contains 98653 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 189820 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180475 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 67290 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 188187 members 
Mstep: Class 16 contains 56001 members 
Mstep: Class 17 contains 92858 members 
Mstep: Class 19 contains 79071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053752.000000 Penalty: 61757.199219
Iteration 155Q: 19 clusters Score -1.180538e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 98704 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 189818 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180447 members 
Mstep: Class 12 contains 6703 members 
Mstep: Class 13 contains 67292 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 188175 members 
Mstep: Class 16 contains 56001 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 19 contains 79075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053688.000000 Penalty: 61757.199219
Iteration 156Q: 19 clusters Score -1.180537e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 98747 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 189808 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180419 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 67302 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 188162 members 
Mstep: Class 16 contains 56001 members 
Mstep: Class 17 contains 92737 members 
Mstep: Class 19 contains 79067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053656.000000 Penalty: 61757.199219
Iteration 157Q: 19 clusters Score -1.180537e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 98794 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189812 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180391 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 67312 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 188156 members 
Mstep: Class 16 contains 56000 members 
Mstep: Class 17 contains 92673 members 
Mstep: Class 19 contains 79051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053840.000000 Penalty: 61757.199219
Iteration 158Q: 19 clusters Score -1.180538e+08 nChanged 330
Entering ConstructFrom: 
Score: -118053840.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Entering Unmasked Estep 
Score: -2261550.750000 Penalty: 2448.613281
	Iteration 0F: 2 clusters Score -2261551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2247928.250000 Penalty: 4897.226562
	Iteration 0F: 3 clusters Score -2247928 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2252267.250000 Penalty: 4897.226562
	Iteration 1F: 3 clusters Score -2252267 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2252631.250000 Penalty: 4897.226562
	Iteration 2F: 3 clusters Score -2252631 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2253006.750000 Penalty: 4897.226562
	Iteration 3Q: 3 clusters Score -2253007 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2253427.000000 Penalty: 4897.226562
	Iteration 4Q: 3 clusters Score -2253427 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2253967.250000 Penalty: 4897.226562
	Iteration 5F: 3 clusters Score -2253967 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2254706.750000 Penalty: 4897.226562
	Iteration 6F: 3 clusters Score -2254707 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2255732.000000 Penalty: 4897.226562
	Iteration 7F: 3 clusters Score -2255732 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2256997.500000 Penalty: 4897.226562
	Iteration 8F: 3 clusters Score -2256998 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2258122.750000 Penalty: 4897.226562
	Iteration 9F: 3 clusters Score -2258123 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2259015.500000 Penalty: 4897.226562
	Iteration 10Q: 3 clusters Score -2259016 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2259559.750000 Penalty: 4897.226562
	Iteration 11Q: 3 clusters Score -2259560 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2259903.000000 Penalty: 4897.226562
	Iteration 12Q: 3 clusters Score -2259903 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2260080.500000 Penalty: 4897.226562
	Iteration 13Q: 3 clusters Score -2260080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2260144.000000 Penalty: 4897.226562
	Iteration 14Q: 3 clusters Score -2260144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2260189.500000 Penalty: 4897.226562
	Iteration 15Q: 3 clusters Score -2260190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2260201.250000 Penalty: 4897.226562
	Iteration 16Q: 3 clusters Score -2260201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2260219.750000 Penalty: 4897.226562
	Iteration 17Q: 3 clusters Score -2260220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2260224.250000 Penalty: 4897.226562
	Iteration 18Q: 3 clusters Score -2260224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2260223.500000 Penalty: 4897.226562
	Iteration 19Q: 3 clusters Score -2260224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2260236.000000 Penalty: 4897.226562
	Iteration 20F: 3 clusters Score -2260236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2260247.250000 Penalty: 4897.226562
	Iteration 21Q: 3 clusters Score -2260247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2260247.000000 Penalty: 4897.226562
	Iteration 22Q: 3 clusters Score -2260247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2260251.000000 Penalty: 4897.226562
	Iteration 23Q: 3 clusters Score -2260251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2260254.750000 Penalty: 4897.226562
	Iteration 24Q: 3 clusters Score -2260255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2260259.250000 Penalty: 4897.226562
	Iteration 25Q: 3 clusters Score -2260259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2260263.250000 Penalty: 4897.226562
	Iteration 26Q: 3 clusters Score -2260263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2260264.250000 Penalty: 4897.226562
	Iteration 27Q: 3 clusters Score -2260264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2260260.750000 Penalty: 4897.226562
	Iteration 28Q: 3 clusters Score -2260261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2260261.250000 Penalty: 4897.226562
	Iteration 29Q: 3 clusters Score -2260261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2260262.250000 Penalty: 4897.226562
	Iteration 30Q: 3 clusters Score -2260262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2260262.250000 Penalty: 4897.226562
	Iteration 31F: 3 clusters Score -2260262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -981478.687500 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -981478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -974874.125000 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -974874.1 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -976634.125000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -976634.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -976840.437500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -976840.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -976981.562500 Penalty: 4483.441406
	Iteration 3Q: 3 clusters Score -976981.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -977103.687500 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -977103.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -977217.375000 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -977217.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -977310.375000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -977310.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -977396.125000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -977396.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -977475.750000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -977475.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -977558.750000 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -977558.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -977640.562500 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -977640.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -977732.312500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -977732.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -977821.187500 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -977821.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -977934.750000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -977934.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -978073.437500 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -978073.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -978223.687500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -978223.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -978378.062500 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -978378.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -978534.062500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -978534.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -978678.750000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -978678.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -978837.437500 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -978837.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -978960.250000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -978960.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -979070.500000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -979070.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -979150.125000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -979150.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -979206.937500 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -979206.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -979257.062500 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -979257.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -979303.687500 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -979303.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -979329.375000 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -979329.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -979355.250000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -979355.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -979380.375000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -979380.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -979409.187500 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -979409.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -979444.375000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -979444.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -979468.000000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -979468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -979489.437500 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -979489.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -979505.375000 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -979505.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -979520.937500 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -979520.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -979533.687500 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -979533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -979547.375000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -979547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -979552.687500 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -979552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -979560.500000 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -979560.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -979569.562500 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -979569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -979580.750000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -979580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -979591.062500 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -979591.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -979603.500000 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -979603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -979610.500000 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -979610.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -979612.937500 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -979612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -979617.812500 Penalty: 4483.441406
	Iteration 45Q: 3 clusters Score -979617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -979619.625000 Penalty: 4483.441406
	Iteration 46Q: 3 clusters Score -979619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -979622.937500 Penalty: 4483.441406
	Iteration 47Q: 3 clusters Score -979622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -979625.437500 Penalty: 4483.441406
	Iteration 48Q: 3 clusters Score -979625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -979625.312500 Penalty: 4483.441406
	Iteration 49Q: 3 clusters Score -979625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -979626.187500 Penalty: 4483.441406
	Iteration 50Q: 3 clusters Score -979626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -979626.187500 Penalty: 4483.441406
	Iteration 51Q: 3 clusters Score -979626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -979626.187500 Penalty: 4483.441406
	Iteration 52F: 3 clusters Score -979626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -144328.578125 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -144328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142182.656250 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -142182.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -142670.156250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -142670.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142958.093750 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -142958.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143133.578125 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -143133.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -143269.890625 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -143269.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -143388.578125 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -143388.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -143512.296875 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -143512.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -143591.578125 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -143591.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143636.765625 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -143636.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143672.656250 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -143672.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143710.781250 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -143710.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143735.625000 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -143735.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -143748.234375 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -143748.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -143765.281250 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -143765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -143773.156250 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -143773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -143783.296875 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -143783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -143795.421875 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -143795.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143806.250000 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -143806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -143819.703125 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -143819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143826.671875 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -143826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -143841.750000 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -143841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -143848.937500 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -143848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143857.578125 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -143857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -143861.562500 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -143861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -143864.187500 Penalty: 3578.029053
	Iteration 24Q: 3 clusters Score -143864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143867.281250 Penalty: 3578.029053
	Iteration 25Q: 3 clusters Score -143867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143868.921875 Penalty: 3578.029053
	Iteration 26Q: 3 clusters Score -143868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143870.218750 Penalty: 3578.029053
	Iteration 27Q: 3 clusters Score -143870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -143872.015625 Penalty: 3578.029053
	Iteration 28Q: 3 clusters Score -143872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -143873.218750 Penalty: 3578.029053
	Iteration 29Q: 3 clusters Score -143873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -143875.109375 Penalty: 3578.029053
	Iteration 30Q: 3 clusters Score -143875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143876.687500 Penalty: 3578.029053
	Iteration 31Q: 3 clusters Score -143876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143879.171875 Penalty: 3578.029053
	Iteration 32Q: 3 clusters Score -143879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143879.906250 Penalty: 3578.029053
	Iteration 33Q: 3 clusters Score -143879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143879.906250 Penalty: 3578.029053
	Iteration 34F: 3 clusters Score -143879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Entering Unmasked Estep 
Score: -2215271.250000 Penalty: 2450.560791
	Iteration 0F: 2 clusters Score -2215271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2201576.250000 Penalty: 4901.121582
	Iteration 0F: 3 clusters Score -2201576 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2206427.250000 Penalty: 4901.121582
	Iteration 1F: 3 clusters Score -2206427 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2207034.500000 Penalty: 4901.121582
	Iteration 2F: 3 clusters Score -2207034 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2207483.500000 Penalty: 4901.121582
	Iteration 3F: 3 clusters Score -2207484 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2207872.500000 Penalty: 4901.121582
	Iteration 4Q: 3 clusters Score -2207872 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2208208.500000 Penalty: 4901.121582
	Iteration 5Q: 3 clusters Score -2208208 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2208511.250000 Penalty: 4901.121582
	Iteration 6Q: 3 clusters Score -2208511 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2208788.000000 Penalty: 4901.121582
	Iteration 7Q: 3 clusters Score -2208788 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2209047.750000 Penalty: 4901.121582
	Iteration 8Q: 3 clusters Score -2209048 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2209351.000000 Penalty: 4901.121582
	Iteration 9Q: 3 clusters Score -2209351 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2209707.750000 Penalty: 4901.121582
	Iteration 10Q: 3 clusters Score -2209708 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2210140.500000 Penalty: 4901.121582
	Iteration 11Q: 3 clusters Score -2210140 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2210625.000000 Penalty: 4901.121582
	Iteration 12Q: 3 clusters Score -2210625 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2211149.500000 Penalty: 4901.121582
	Iteration 13Q: 3 clusters Score -2211150 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2211698.250000 Penalty: 4901.121582
	Iteration 14Q: 3 clusters Score -2211698 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2212178.250000 Penalty: 4901.121582
	Iteration 15Q: 3 clusters Score -2212178 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2212574.250000 Penalty: 4901.121582
	Iteration 16Q: 3 clusters Score -2212574 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2212887.500000 Penalty: 4901.121582
	Iteration 17Q: 3 clusters Score -2212888 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2213095.750000 Penalty: 4901.121582
	Iteration 18Q: 3 clusters Score -2213096 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2213205.750000 Penalty: 4901.121582
	Iteration 19Q: 3 clusters Score -2213206 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2213381.500000 Penalty: 4901.121582
	Iteration 20F: 3 clusters Score -2213382 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2213698.500000 Penalty: 4901.121582
	Iteration 21Q: 3 clusters Score -2213698 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2214181.500000 Penalty: 4901.121582
	Iteration 22Q: 3 clusters Score -2214182 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2214338.750000 Penalty: 4901.121582
	Iteration 23Q: 3 clusters Score -2214339 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2214380.750000 Penalty: 4901.121582
	Iteration 24Q: 3 clusters Score -2214381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2214405.250000 Penalty: 4901.121582
	Iteration 25Q: 3 clusters Score -2214405 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2214418.500000 Penalty: 4901.121582
	Iteration 26Q: 3 clusters Score -2214418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2214439.250000 Penalty: 4901.121582
	Iteration 27Q: 3 clusters Score -2214439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2214449.000000 Penalty: 4901.121582
	Iteration 28Q: 3 clusters Score -2214449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2214459.750000 Penalty: 4901.121582
	Iteration 29Q: 3 clusters Score -2214460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2214474.500000 Penalty: 4901.121582
	Iteration 30Q: 3 clusters Score -2214474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2214498.250000 Penalty: 4901.121582
	Iteration 31Q: 3 clusters Score -2214498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2214503.250000 Penalty: 4901.121582
	Iteration 32Q: 3 clusters Score -2214503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2214524.500000 Penalty: 4901.121582
	Iteration 33Q: 3 clusters Score -2214524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2214532.250000 Penalty: 4901.121582
	Iteration 34Q: 3 clusters Score -2214532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2214548.750000 Penalty: 4901.121582
	Iteration 35Q: 3 clusters Score -2214549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2214557.500000 Penalty: 4901.121582
	Iteration 36Q: 3 clusters Score -2214558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2214576.750000 Penalty: 4901.121582
	Iteration 37Q: 3 clusters Score -2214577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2214587.250000 Penalty: 4901.121582
	Iteration 38Q: 3 clusters Score -2214587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2214602.000000 Penalty: 4901.121582
	Iteration 39Q: 3 clusters Score -2214602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2214615.250000 Penalty: 4901.121582
	Iteration 40F: 3 clusters Score -2214615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2214624.000000 Penalty: 4901.121582
	Iteration 41Q: 3 clusters Score -2214624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2214641.750000 Penalty: 4901.121582
	Iteration 42Q: 3 clusters Score -2214642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2214653.250000 Penalty: 4901.121582
	Iteration 43Q: 3 clusters Score -2214653 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2214668.000000 Penalty: 4901.121582
	Iteration 44Q: 3 clusters Score -2214668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2214668.500000 Penalty: 4901.121582
	Iteration 45Q: 3 clusters Score -2214668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2214681.000000 Penalty: 4901.121582
	Iteration 46Q: 3 clusters Score -2214681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2214696.250000 Penalty: 4901.121582
	Iteration 47Q: 3 clusters Score -2214696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2214705.250000 Penalty: 4901.121582
	Iteration 48Q: 3 clusters Score -2214705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2214709.750000 Penalty: 4901.121582
	Iteration 49Q: 3 clusters Score -2214710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2214719.500000 Penalty: 4901.121582
	Iteration 50Q: 3 clusters Score -2214720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2214715.750000 Penalty: 4901.121582
	Iteration 51Q: 3 clusters Score -2214716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2214724.750000 Penalty: 4901.121582
	Iteration 52Q: 3 clusters Score -2214725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2214731.500000 Penalty: 4901.121582
	Iteration 53Q: 3 clusters Score -2214732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2214736.500000 Penalty: 4901.121582
	Iteration 54Q: 3 clusters Score -2214736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2214738.250000 Penalty: 4901.121582
	Iteration 55Q: 3 clusters Score -2214738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2214741.000000 Penalty: 4901.121582
	Iteration 56Q: 3 clusters Score -2214741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2214744.250000 Penalty: 4901.121582
	Iteration 57Q: 3 clusters Score -2214744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2214746.000000 Penalty: 4901.121582
	Iteration 58Q: 3 clusters Score -2214746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2214744.750000 Penalty: 4901.121582
	Iteration 59Q: 3 clusters Score -2214745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2214748.750000 Penalty: 4901.121582
	Iteration 60F: 3 clusters Score -2214749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2214751.000000 Penalty: 4901.121582
	Iteration 61Q: 3 clusters Score -2214751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2214750.250000 Penalty: 4901.121582
	Iteration 62Q: 3 clusters Score -2214750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2214752.250000 Penalty: 4901.121582
	Iteration 63Q: 3 clusters Score -2214752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2214750.750000 Penalty: 4901.121582
	Iteration 64Q: 3 clusters Score -2214751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2214752.750000 Penalty: 4901.121582
	Iteration 65Q: 3 clusters Score -2214753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2214756.500000 Penalty: 4901.121582
	Iteration 66Q: 3 clusters Score -2214756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2214756.500000 Penalty: 4901.121582
	Iteration 67Q: 3 clusters Score -2214756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2214755.250000 Penalty: 4901.121582
	Iteration 68Q: 3 clusters Score -2214755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2214756.000000 Penalty: 4901.121582
	Iteration 69Q: 3 clusters Score -2214756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2214756.750000 Penalty: 4901.121582
	Iteration 70Q: 3 clusters Score -2214757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2214758.000000 Penalty: 4901.121582
	Iteration 71Q: 3 clusters Score -2214758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2214758.750000 Penalty: 4901.121582
	Iteration 72Q: 3 clusters Score -2214759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2214760.000000 Penalty: 4901.121582
	Iteration 73Q: 3 clusters Score -2214760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2214759.750000 Penalty: 4901.121582
	Iteration 74Q: 3 clusters Score -2214760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2214762.000000 Penalty: 4901.121582
	Iteration 75Q: 3 clusters Score -2214762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2214762.750000 Penalty: 4901.121582
	Iteration 76Q: 3 clusters Score -2214763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2214760.750000 Penalty: 4901.121582
	Iteration 77Q: 3 clusters Score -2214761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2214760.750000 Penalty: 4901.121582
	Iteration 78Q: 3 clusters Score -2214761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2214760.750000 Penalty: 4901.121582
	Iteration 79F: 3 clusters Score -2214761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Entering Unmasked Estep 
Score: -11520489.000000 Penalty: 2852.249268
	Iteration 0F: 2 clusters Score -1.152049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -11454529.000000 Penalty: 5704.498535
	Iteration 0F: 3 clusters Score -1.145453e+07 nChanged 46664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -11480837.000000 Penalty: 5704.498535
	Iteration 1F: 3 clusters Score -1.148084e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -11481334.000000 Penalty: 5704.498535
	Iteration 2Q: 3 clusters Score -1.148133e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -11481803.000000 Penalty: 5704.498535
	Iteration 3Q: 3 clusters Score -1.14818e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -11482264.000000 Penalty: 5704.498535
	Iteration 4Q: 3 clusters Score -1.148226e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -11482784.000000 Penalty: 5704.498535
	Iteration 5Q: 3 clusters Score -1.148278e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -11483234.000000 Penalty: 5704.498535
	Iteration 6Q: 3 clusters Score -1.148323e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11483883.000000 Penalty: 5704.498535
	Iteration 7Q: 3 clusters Score -1.148388e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -11484644.000000 Penalty: 5704.498535
	Iteration 8Q: 3 clusters Score -1.148464e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -11486017.000000 Penalty: 5704.498535
	Iteration 9Q: 3 clusters Score -1.148602e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -11487945.000000 Penalty: 5704.498535
	Iteration 10Q: 3 clusters Score -1.148794e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -11490889.000000 Penalty: 5704.498535
	Iteration 11Q: 3 clusters Score -1.149089e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -11494548.000000 Penalty: 5704.498535
	Iteration 12F: 3 clusters Score -1.149455e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -11498326.000000 Penalty: 5704.498535
	Iteration 13F: 3 clusters Score -1.149833e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -11501689.000000 Penalty: 5704.498535
	Iteration 14F: 3 clusters Score -1.150169e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -11504077.000000 Penalty: 5704.498535
	Iteration 15Q: 3 clusters Score -1.150408e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -11505913.000000 Penalty: 5704.498535
	Iteration 16Q: 3 clusters Score -1.150591e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -11507580.000000 Penalty: 5704.498535
	Iteration 17Q: 3 clusters Score -1.150758e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -11508978.000000 Penalty: 5704.498535
	Iteration 18Q: 3 clusters Score -1.150898e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -11510292.000000 Penalty: 5704.498535
	Iteration 19Q: 3 clusters Score -1.151029e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -11511452.000000 Penalty: 5704.498535
	Iteration 20F: 3 clusters Score -1.151145e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -11512472.000000 Penalty: 5704.498535
	Iteration 21Q: 3 clusters Score -1.151247e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -11513456.000000 Penalty: 5704.498535
	Iteration 22Q: 3 clusters Score -1.151346e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -11514260.000000 Penalty: 5704.498535
	Iteration 23Q: 3 clusters Score -1.151426e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -11514958.000000 Penalty: 5704.498535
	Iteration 24Q: 3 clusters Score -1.151496e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -11515502.000000 Penalty: 5704.498535
	Iteration 25Q: 3 clusters Score -1.15155e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -11515949.000000 Penalty: 5704.498535
	Iteration 26Q: 3 clusters Score -1.151595e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11516319.000000 Penalty: 5704.498535
	Iteration 27Q: 3 clusters Score -1.151632e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -11516608.000000 Penalty: 5704.498535
	Iteration 28Q: 3 clusters Score -1.151661e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11516858.000000 Penalty: 5704.498535
	Iteration 29Q: 3 clusters Score -1.151686e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -11517093.000000 Penalty: 5704.498535
	Iteration 30Q: 3 clusters Score -1.151709e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96769 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -11517314.000000 Penalty: 5704.498535
	Iteration 31Q: 3 clusters Score -1.151731e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11517482.000000 Penalty: 5704.498535
	Iteration 32Q: 3 clusters Score -1.151748e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11517635.000000 Penalty: 5704.498535
	Iteration 33Q: 3 clusters Score -1.151764e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -11517704.000000 Penalty: 5704.498535
	Iteration 34Q: 3 clusters Score -1.15177e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11517757.000000 Penalty: 5704.498535
	Iteration 35Q: 3 clusters Score -1.151776e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11517814.000000 Penalty: 5704.498535
	Iteration 36Q: 3 clusters Score -1.151781e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11517851.000000 Penalty: 5704.498535
	Iteration 37Q: 3 clusters Score -1.151785e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11517862.000000 Penalty: 5704.498535
	Iteration 38Q: 3 clusters Score -1.151786e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11517899.000000 Penalty: 5704.498535
	Iteration 39Q: 3 clusters Score -1.15179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11517914.000000 Penalty: 5704.498535
	Iteration 40F: 3 clusters Score -1.151791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11517921.000000 Penalty: 5704.498535
	Iteration 41Q: 3 clusters Score -1.151792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11517937.000000 Penalty: 5704.498535
	Iteration 42Q: 3 clusters Score -1.151794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11517930.000000 Penalty: 5704.498535
	Iteration 43Q: 3 clusters Score -1.151793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11517954.000000 Penalty: 5704.498535
	Iteration 44Q: 3 clusters Score -1.151795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11517976.000000 Penalty: 5704.498535
	Iteration 45Q: 3 clusters Score -1.151798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11517991.000000 Penalty: 5704.498535
	Iteration 46Q: 3 clusters Score -1.151799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11518003.000000 Penalty: 5704.498535
	Iteration 47Q: 3 clusters Score -1.1518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11518023.000000 Penalty: 5704.498535
	Iteration 48Q: 3 clusters Score -1.151802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11518023.000000 Penalty: 5704.498535
	Iteration 49Q: 3 clusters Score -1.151802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11518024.000000 Penalty: 5704.498535
	Iteration 50Q: 3 clusters Score -1.151802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11518046.000000 Penalty: 5704.498535
	Iteration 51Q: 3 clusters Score -1.151805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11518039.000000 Penalty: 5704.498535
	Iteration 52Q: 3 clusters Score -1.151804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11518049.000000 Penalty: 5704.498535
	Iteration 53Q: 3 clusters Score -1.151805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11518041.000000 Penalty: 5704.498535
	Iteration 54Q: 3 clusters Score -1.151804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11518044.000000 Penalty: 5704.498535
	Iteration 55Q: 3 clusters Score -1.151804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11518053.000000 Penalty: 5704.498535
	Iteration 56Q: 3 clusters Score -1.151805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11518057.000000 Penalty: 5704.498535
	Iteration 57Q: 3 clusters Score -1.151806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11518048.000000 Penalty: 5704.498535
	Iteration 58Q: 3 clusters Score -1.151805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11518061.000000 Penalty: 5704.498535
	Iteration 59Q: 3 clusters Score -1.151806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11518050.000000 Penalty: 5704.498535
	Iteration 60F: 3 clusters Score -1.151805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11518067.000000 Penalty: 5704.498535
	Iteration 61Q: 3 clusters Score -1.151807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11518059.000000 Penalty: 5704.498535
	Iteration 62Q: 3 clusters Score -1.151806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11518062.000000 Penalty: 5704.498535
	Iteration 63Q: 3 clusters Score -1.151806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11518066.000000 Penalty: 5704.498535
	Iteration 64Q: 3 clusters Score -1.151807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11518062.000000 Penalty: 5704.498535
	Iteration 65Q: 3 clusters Score -1.151806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98138 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11518065.000000 Penalty: 5704.498535
	Iteration 66Q: 3 clusters Score -1.151806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11518072.000000 Penalty: 5704.498535
	Iteration 67Q: 3 clusters Score -1.151807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11518070.000000 Penalty: 5704.498535
	Iteration 68Q: 3 clusters Score -1.151807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11518061.000000 Penalty: 5704.498535
	Iteration 69Q: 3 clusters Score -1.151806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11518060.000000 Penalty: 5704.498535
	Iteration 70Q: 3 clusters Score -1.151806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11518059.000000 Penalty: 5704.498535
	Iteration 71Q: 3 clusters Score -1.151806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11518066.000000 Penalty: 5704.498535
	Iteration 72Q: 3 clusters Score -1.151807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11518065.000000 Penalty: 5704.498535
	Iteration 73Q: 3 clusters Score -1.151806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11518069.000000 Penalty: 5704.498535
	Iteration 74Q: 3 clusters Score -1.151807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11518072.000000 Penalty: 5704.498535
	Iteration 75Q: 3 clusters Score -1.151807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11518083.000000 Penalty: 5704.498535
	Iteration 76Q: 3 clusters Score -1.151808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11518085.000000 Penalty: 5704.498535
	Iteration 77Q: 3 clusters Score -1.151808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11518079.000000 Penalty: 5704.498535
	Iteration 78Q: 3 clusters Score -1.151808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11518086.000000 Penalty: 5704.498535
	Iteration 79Q: 3 clusters Score -1.151809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11518086.000000 Penalty: 5704.498535
	Iteration 80F: 3 clusters Score -1.151809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -26024.884766 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -26024.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24869.277344 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -24869.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25065.242188 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -25065.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25114.744141 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -25114.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25138.419922 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -25138.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25141.771484 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -25141.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25151.876953 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -25151.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25165.353516 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -25165.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25168.531250 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -25168.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25171.972656 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -25171.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25183.867188 Penalty: 2774.976807
	Iteration 9Q: 3 clusters Score -25183.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25189.677734 Penalty: 2774.976807
	Iteration 10Q: 3 clusters Score -25189.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25193.806641 Penalty: 2774.976807
	Iteration 11Q: 3 clusters Score -25193.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25193.806641 Penalty: 2774.976807
	Iteration 12F: 3 clusters Score -25193.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -431453.812500 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -431453.8 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 1787 members 
Entering Unmasked Estep 
Score: -427742.968750 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -427743 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -428560.656250 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -428560.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -428797.437500 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -428797.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -428950.843750 Penalty: 4066.525391
	Iteration 3F: 3 clusters Score -428950.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -429059.062500 Penalty: 4066.525391
	Iteration 4Q: 3 clusters Score -429059.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -429145.875000 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -429145.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -429219.312500 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -429219.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -429274.656250 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -429274.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -429317.718750 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -429317.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -429349.437500 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -429349.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -429372.343750 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -429372.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -429390.312500 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -429390.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -429404.625000 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -429404.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -429422.031250 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -429422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -429437.875000 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -429437.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -429448.093750 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -429448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -429457.750000 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -429457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -429466.281250 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -429466.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -429479.468750 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -429479.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -429492.968750 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -429493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -429505.312500 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -429505.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -429518.937500 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -429518.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -429527.187500 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -429527.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -429534.187500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -429534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -429541.156250 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -429541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -429548.718750 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -429548.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -429551.562500 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -429551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -429554.343750 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -429554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -429556.125000 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -429556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -429556.375000 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -429556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429556.312500 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -429556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429557.093750 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -429557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429558.718750 Penalty: 4066.525391
	Iteration 32Q: 3 clusters Score -429558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -429560.250000 Penalty: 4066.525391
	Iteration 33Q: 3 clusters Score -429560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -429563.718750 Penalty: 4066.525391
	Iteration 34Q: 3 clusters Score -429563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -429566.281250 Penalty: 4066.525391
	Iteration 35Q: 3 clusters Score -429566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -429567.562500 Penalty: 4066.525391
	Iteration 36Q: 3 clusters Score -429567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -429569.187500 Penalty: 4066.525391
	Iteration 37Q: 3 clusters Score -429569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -429572.500000 Penalty: 4066.525391
	Iteration 38Q: 3 clusters Score -429572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -429574.812500 Penalty: 4066.525391
	Iteration 39Q: 3 clusters Score -429574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -429579.562500 Penalty: 4066.525391
	Iteration 40F: 3 clusters Score -429579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -429584.125000 Penalty: 4066.525391
	Iteration 41Q: 3 clusters Score -429584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -429586.250000 Penalty: 4066.525391
	Iteration 42Q: 3 clusters Score -429586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -429590.093750 Penalty: 4066.525391
	Iteration 43Q: 3 clusters Score -429590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -429593.812500 Penalty: 4066.525391
	Iteration 44Q: 3 clusters Score -429593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -429597.968750 Penalty: 4066.525391
	Iteration 45Q: 3 clusters Score -429598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -429599.593750 Penalty: 4066.525391
	Iteration 46Q: 3 clusters Score -429599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -429600.562500 Penalty: 4066.525391
	Iteration 47Q: 3 clusters Score -429600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -429600.937500 Penalty: 4066.525391
	Iteration 48Q: 3 clusters Score -429600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429602.968750 Penalty: 4066.525391
	Iteration 49Q: 3 clusters Score -429603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -429604.375000 Penalty: 4066.525391
	Iteration 50Q: 3 clusters Score -429604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -429606.031250 Penalty: 4066.525391
	Iteration 51Q: 3 clusters Score -429606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -429607.406250 Penalty: 4066.525391
	Iteration 52Q: 3 clusters Score -429607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -429610.625000 Penalty: 4066.525391
	Iteration 53Q: 3 clusters Score -429610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -429611.656250 Penalty: 4066.525391
	Iteration 54Q: 3 clusters Score -429611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -429613.656250 Penalty: 4066.525391
	Iteration 55Q: 3 clusters Score -429613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -429616.250000 Penalty: 4066.525391
	Iteration 56Q: 3 clusters Score -429616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -429617.062500 Penalty: 4066.525391
	Iteration 57Q: 3 clusters Score -429617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -429618.843750 Penalty: 4066.525391
	Iteration 58Q: 3 clusters Score -429618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -429621.250000 Penalty: 4066.525391
	Iteration 59Q: 3 clusters Score -429621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -429622.625000 Penalty: 4066.525391
	Iteration 60F: 3 clusters Score -429622.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -429625.625000 Penalty: 4066.525391
	Iteration 61Q: 3 clusters Score -429625.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -429629.531250 Penalty: 4066.525391
	Iteration 62Q: 3 clusters Score -429629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -429633.875000 Penalty: 4066.525391
	Iteration 63Q: 3 clusters Score -429633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -429638.406250 Penalty: 4066.525391
	Iteration 64Q: 3 clusters Score -429638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -429644.687500 Penalty: 4066.525391
	Iteration 65Q: 3 clusters Score -429644.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -429651.625000 Penalty: 4066.525391
	Iteration 66Q: 3 clusters Score -429651.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -429659.281250 Penalty: 4066.525391
	Iteration 67Q: 3 clusters Score -429659.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -429664.875000 Penalty: 4066.525391
	Iteration 68Q: 3 clusters Score -429664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -429674.312500 Penalty: 4066.525391
	Iteration 69Q: 3 clusters Score -429674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -429681.218750 Penalty: 4066.525391
	Iteration 70Q: 3 clusters Score -429681.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -429689.437500 Penalty: 4066.525391
	Iteration 71Q: 3 clusters Score -429689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -429696.750000 Penalty: 4066.525391
	Iteration 72Q: 3 clusters Score -429696.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -429704.500000 Penalty: 4066.525391
	Iteration 73Q: 3 clusters Score -429704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -429708.906250 Penalty: 4066.525391
	Iteration 74Q: 3 clusters Score -429708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -429711.312500 Penalty: 4066.525391
	Iteration 75Q: 3 clusters Score -429711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -429714.437500 Penalty: 4066.525391
	Iteration 76Q: 3 clusters Score -429714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -429715.281250 Penalty: 4066.525391
	Iteration 77Q: 3 clusters Score -429715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -429715.406250 Penalty: 4066.525391
	Iteration 78Q: 3 clusters Score -429715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -429715.406250 Penalty: 4066.525391
	Iteration 79F: 3 clusters Score -429715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189819 members 
Entering Unmasked Estep 
Score: -22545192.000000 Penalty: 3014.148926
	Iteration 0F: 2 clusters Score -2.254519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -22431966.000000 Penalty: 6028.297852
	Iteration 0F: 3 clusters Score -2.243197e+07 nChanged 91056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -22484692.000000 Penalty: 6028.297852
	Iteration 1F: 3 clusters Score -2.248469e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -22485342.000000 Penalty: 6028.297852
	Iteration 2Q: 3 clusters Score -2.248534e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -22485964.000000 Penalty: 6028.297852
	Iteration 3Q: 3 clusters Score -2.248596e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -22486582.000000 Penalty: 6028.297852
	Iteration 4Q: 3 clusters Score -2.248658e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -22487338.000000 Penalty: 6028.297852
	Iteration 5Q: 3 clusters Score -2.248734e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -22488552.000000 Penalty: 6028.297852
	Iteration 6Q: 3 clusters Score -2.248855e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -22490500.000000 Penalty: 6028.297852
	Iteration 7Q: 3 clusters Score -2.24905e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -22493810.000000 Penalty: 6028.297852
	Iteration 8Q: 3 clusters Score -2.249381e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -22499468.000000 Penalty: 6028.297852
	Iteration 9Q: 3 clusters Score -2.249947e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -22508064.000000 Penalty: 6028.297852
	Iteration 10F: 3 clusters Score -2.250806e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -22518480.000000 Penalty: 6028.297852
	Iteration 11F: 3 clusters Score -2.251848e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 103689 members 
Entering Unmasked Estep 
Score: -22525384.000000 Penalty: 6028.297852
	Iteration 12F: 3 clusters Score -2.252538e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -22527888.000000 Penalty: 6028.297852
	Iteration 13Q: 3 clusters Score -2.252789e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -22528746.000000 Penalty: 6028.297852
	Iteration 14Q: 3 clusters Score -2.252875e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -22529168.000000 Penalty: 6028.297852
	Iteration 15Q: 3 clusters Score -2.252917e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -22529846.000000 Penalty: 6028.297852
	Iteration 16Q: 3 clusters Score -2.252985e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -22530372.000000 Penalty: 6028.297852
	Iteration 17Q: 3 clusters Score -2.253037e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 107365 members 
Entering Unmasked Estep 
Score: -22530802.000000 Penalty: 6028.297852
	Iteration 18Q: 3 clusters Score -2.25308e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -22531462.000000 Penalty: 6028.297852
	Iteration 19Q: 3 clusters Score -2.253146e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -22532062.000000 Penalty: 6028.297852
	Iteration 20F: 3 clusters Score -2.253206e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -22532636.000000 Penalty: 6028.297852
	Iteration 21Q: 3 clusters Score -2.253264e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -22533332.000000 Penalty: 6028.297852
	Iteration 22Q: 3 clusters Score -2.253333e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -22533748.000000 Penalty: 6028.297852
	Iteration 23Q: 3 clusters Score -2.253375e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -22534194.000000 Penalty: 6028.297852
	Iteration 24Q: 3 clusters Score -2.253419e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -22534788.000000 Penalty: 6028.297852
	Iteration 25Q: 3 clusters Score -2.253479e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -22535012.000000 Penalty: 6028.297852
	Iteration 26Q: 3 clusters Score -2.253501e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -22535332.000000 Penalty: 6028.297852
	Iteration 27Q: 3 clusters Score -2.253533e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -22535604.000000 Penalty: 6028.297852
	Iteration 28Q: 3 clusters Score -2.25356e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -22535792.000000 Penalty: 6028.297852
	Iteration 29Q: 3 clusters Score -2.253579e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -22535946.000000 Penalty: 6028.297852
	Iteration 30Q: 3 clusters Score -2.253595e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -22536066.000000 Penalty: 6028.297852
	Iteration 31Q: 3 clusters Score -2.253607e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -22536114.000000 Penalty: 6028.297852
	Iteration 32Q: 3 clusters Score -2.253611e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -22536226.000000 Penalty: 6028.297852
	Iteration 33Q: 3 clusters Score -2.253623e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -22536328.000000 Penalty: 6028.297852
	Iteration 34Q: 3 clusters Score -2.253633e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -22536394.000000 Penalty: 6028.297852
	Iteration 35Q: 3 clusters Score -2.253639e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -22536390.000000 Penalty: 6028.297852
	Iteration 36Q: 3 clusters Score -2.253639e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -22536424.000000 Penalty: 6028.297852
	Iteration 37Q: 3 clusters Score -2.253642e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -22536480.000000 Penalty: 6028.297852
	Iteration 38Q: 3 clusters Score -2.253648e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78162 members 
Mstep: Class 2 contains 111657 members 
Entering Unmasked Estep 
Score: -22536556.000000 Penalty: 6028.297852
	Iteration 39Q: 3 clusters Score -2.253656e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 111845 members 
Entering Unmasked Estep 
Score: -22536678.000000 Penalty: 6028.297852
	Iteration 40F: 3 clusters Score -2.253668e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -22536704.000000 Penalty: 6028.297852
	Iteration 41Q: 3 clusters Score -2.25367e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -22536710.000000 Penalty: 6028.297852
	Iteration 42Q: 3 clusters Score -2.253671e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 112469 members 
Entering Unmasked Estep 
Score: -22536702.000000 Penalty: 6028.297852
	Iteration 43Q: 3 clusters Score -2.25367e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -22536728.000000 Penalty: 6028.297852
	Iteration 44Q: 3 clusters Score -2.253673e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 112925 members 
Entering Unmasked Estep 
Score: -22536758.000000 Penalty: 6028.297852
	Iteration 45Q: 3 clusters Score -2.253676e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -22536852.000000 Penalty: 6028.297852
	Iteration 46Q: 3 clusters Score -2.253685e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 113420 members 
Entering Unmasked Estep 
Score: -22536808.000000 Penalty: 6028.297852
	Iteration 47Q: 3 clusters Score -2.253681e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -22536754.000000 Penalty: 6028.297852
	Iteration 48Q: 3 clusters Score -2.253675e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -22536802.000000 Penalty: 6028.297852
	Iteration 49Q: 3 clusters Score -2.25368e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -22536808.000000 Penalty: 6028.297852
	Iteration 50Q: 3 clusters Score -2.253681e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -22536894.000000 Penalty: 6028.297852
	Iteration 51Q: 3 clusters Score -2.253689e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -22536946.000000 Penalty: 6028.297852
	Iteration 52Q: 3 clusters Score -2.253695e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -22537006.000000 Penalty: 6028.297852
	Iteration 53Q: 3 clusters Score -2.253701e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -22536996.000000 Penalty: 6028.297852
	Iteration 54Q: 3 clusters Score -2.2537e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -22536978.000000 Penalty: 6028.297852
	Iteration 55Q: 3 clusters Score -2.253698e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -22536936.000000 Penalty: 6028.297852
	Iteration 56Q: 3 clusters Score -2.253694e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -22536972.000000 Penalty: 6028.297852
	Iteration 57Q: 3 clusters Score -2.253697e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -22536954.000000 Penalty: 6028.297852
	Iteration 58Q: 3 clusters Score -2.253695e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -22537018.000000 Penalty: 6028.297852
	Iteration 59Q: 3 clusters Score -2.253702e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -22537074.000000 Penalty: 6028.297852
	Iteration 60F: 3 clusters Score -2.253707e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -22537126.000000 Penalty: 6028.297852
	Iteration 61Q: 3 clusters Score -2.253713e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -22537184.000000 Penalty: 6028.297852
	Iteration 62Q: 3 clusters Score -2.253718e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 120384 members 
Entering Unmasked Estep 
Score: -22537222.000000 Penalty: 6028.297852
	Iteration 63Q: 3 clusters Score -2.253722e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -22537216.000000 Penalty: 6028.297852
	Iteration 64Q: 3 clusters Score -2.253722e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -22537360.000000 Penalty: 6028.297852
	Iteration 65Q: 3 clusters Score -2.253736e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -22537542.000000 Penalty: 6028.297852
	Iteration 66Q: 3 clusters Score -2.253754e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -22537636.000000 Penalty: 6028.297852
	Iteration 67Q: 3 clusters Score -2.253764e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -22537686.000000 Penalty: 6028.297852
	Iteration 68Q: 3 clusters Score -2.253769e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -22537756.000000 Penalty: 6028.297852
	Iteration 69Q: 3 clusters Score -2.253776e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -22537814.000000 Penalty: 6028.297852
	Iteration 70Q: 3 clusters Score -2.253781e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -22537892.000000 Penalty: 6028.297852
	Iteration 71Q: 3 clusters Score -2.253789e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 127973 members 
Entering Unmasked Estep 
Score: -22538002.000000 Penalty: 6028.297852
	Iteration 72Q: 3 clusters Score -2.2538e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -22538204.000000 Penalty: 6028.297852
	Iteration 73Q: 3 clusters Score -2.25382e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -22538406.000000 Penalty: 6028.297852
	Iteration 74Q: 3 clusters Score -2.253841e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 131531 members 
Entering Unmasked Estep 
Score: -22538534.000000 Penalty: 6028.297852
	Iteration 75Q: 3 clusters Score -2.253853e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 132923 members 
Entering Unmasked Estep 
Score: -22538744.000000 Penalty: 6028.297852
	Iteration 76Q: 3 clusters Score -2.253874e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -22538936.000000 Penalty: 6028.297852
	Iteration 77Q: 3 clusters Score -2.253894e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 135943 members 
Entering Unmasked Estep 
Score: -22539206.000000 Penalty: 6028.297852
	Iteration 78Q: 3 clusters Score -2.253921e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -22539360.000000 Penalty: 6028.297852
	Iteration 79Q: 3 clusters Score -2.253936e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 139468 members 
Entering Unmasked Estep 
Score: -22539690.000000 Penalty: 6028.297852
	Iteration 80F: 3 clusters Score -2.253969e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -22539870.000000 Penalty: 6028.297852
	Iteration 81Q: 3 clusters Score -2.253987e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -22540116.000000 Penalty: 6028.297852
	Iteration 82Q: 3 clusters Score -2.254012e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 145232 members 
Entering Unmasked Estep 
Score: -22540504.000000 Penalty: 6028.297852
	Iteration 83Q: 3 clusters Score -2.25405e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -22540854.000000 Penalty: 6028.297852
	Iteration 84Q: 3 clusters Score -2.254085e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -22541128.000000 Penalty: 6028.297852
	Iteration 85Q: 3 clusters Score -2.254113e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -22541388.000000 Penalty: 6028.297852
	Iteration 86Q: 3 clusters Score -2.254139e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -22541670.000000 Penalty: 6028.297852
	Iteration 87Q: 3 clusters Score -2.254167e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -22542042.000000 Penalty: 6028.297852
	Iteration 88Q: 3 clusters Score -2.254204e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -22542410.000000 Penalty: 6028.297852
	Iteration 89Q: 3 clusters Score -2.254241e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -22542644.000000 Penalty: 6028.297852
	Iteration 90Q: 3 clusters Score -2.254264e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -22542882.000000 Penalty: 6028.297852
	Iteration 91Q: 3 clusters Score -2.254288e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -22543156.000000 Penalty: 6028.297852
	Iteration 92Q: 3 clusters Score -2.254316e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -22543314.000000 Penalty: 6028.297852
	Iteration 93Q: 3 clusters Score -2.254331e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 170872 members 
Entering Unmasked Estep 
Score: -22543212.000000 Penalty: 6028.297852
	Iteration 94Q: 3 clusters Score -2.254321e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -22543308.000000 Penalty: 6028.297852
	Iteration 95Q: 3 clusters Score -2.254331e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -22543236.000000 Penalty: 6028.297852
	Iteration 96Q: 3 clusters Score -2.254324e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -22543146.000000 Penalty: 6028.297852
	Iteration 97Q: 3 clusters Score -2.254315e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -22542974.000000 Penalty: 6028.297852
	Iteration 98Q: 3 clusters Score -2.254297e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 180572 members 
Entering Unmasked Estep 
Score: -22542880.000000 Penalty: 6028.297852
	Iteration 99Q: 3 clusters Score -2.254288e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -22542814.000000 Penalty: 6028.297852
	Iteration 100F: 3 clusters Score -2.254281e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 182894 members 
Entering Unmasked Estep 
Score: -22542692.000000 Penalty: 6028.297852
	Iteration 101Q: 3 clusters Score -2.254269e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 183742 members 
Entering Unmasked Estep 
Score: -22542636.000000 Penalty: 6028.297852
	Iteration 102Q: 3 clusters Score -2.254264e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 184453 members 
Entering Unmasked Estep 
Score: -22542598.000000 Penalty: 6028.297852
	Iteration 103Q: 3 clusters Score -2.25426e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 185060 members 
Entering Unmasked Estep 
Score: -22542562.000000 Penalty: 6028.297852
	Iteration 104Q: 3 clusters Score -2.254256e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 185559 members 
Entering Unmasked Estep 
Score: -22542498.000000 Penalty: 6028.297852
	Iteration 105Q: 3 clusters Score -2.25425e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 185988 members 
Entering Unmasked Estep 
Score: -22542534.000000 Penalty: 6028.297852
	Iteration 106Q: 3 clusters Score -2.254253e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 186347 members 
Entering Unmasked Estep 
Score: -22542568.000000 Penalty: 6028.297852
	Iteration 107Q: 3 clusters Score -2.254257e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 186610 members 
Entering Unmasked Estep 
Score: -22542688.000000 Penalty: 6028.297852
	Iteration 108Q: 3 clusters Score -2.254269e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 186830 members 
Entering Unmasked Estep 
Score: -22542712.000000 Penalty: 6028.297852
	Iteration 109Q: 3 clusters Score -2.254271e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -22542764.000000 Penalty: 6028.297852
	Iteration 110Q: 3 clusters Score -2.254276e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -22542800.000000 Penalty: 6028.297852
	Iteration 111Q: 3 clusters Score -2.25428e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 187390 members 
Entering Unmasked Estep 
Score: -22542810.000000 Penalty: 6028.297852
	Iteration 112Q: 3 clusters Score -2.254281e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 187504 members 
Entering Unmasked Estep 
Score: -22542858.000000 Penalty: 6028.297852
	Iteration 113Q: 3 clusters Score -2.254286e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 187600 members 
Entering Unmasked Estep 
Score: -22542884.000000 Penalty: 6028.297852
	Iteration 114Q: 3 clusters Score -2.254288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 187676 members 
Entering Unmasked Estep 
Score: -22542896.000000 Penalty: 6028.297852
	Iteration 115Q: 3 clusters Score -2.25429e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 187734 members 
Entering Unmasked Estep 
Score: -22542888.000000 Penalty: 6028.297852
	Iteration 116Q: 3 clusters Score -2.254289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -22542892.000000 Penalty: 6028.297852
	Iteration 117Q: 3 clusters Score -2.254289e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -22542920.000000 Penalty: 6028.297852
	Iteration 118Q: 3 clusters Score -2.254292e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 187871 members 
Entering Unmasked Estep 
Score: -22542918.000000 Penalty: 6028.297852
	Iteration 119Q: 3 clusters Score -2.254292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 187907 members 
Entering Unmasked Estep 
Score: -22542910.000000 Penalty: 6028.297852
	Iteration 120F: 3 clusters Score -2.254291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 187935 members 
Entering Unmasked Estep 
Score: -22542908.000000 Penalty: 6028.297852
	Iteration 121Q: 3 clusters Score -2.254291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 187966 members 
Entering Unmasked Estep 
Score: -22542910.000000 Penalty: 6028.297852
	Iteration 122Q: 3 clusters Score -2.254291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 187999 members 
Entering Unmasked Estep 
Score: -22542908.000000 Penalty: 6028.297852
	Iteration 123Q: 3 clusters Score -2.254291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 188031 members 
Entering Unmasked Estep 
Score: -22542888.000000 Penalty: 6028.297852
	Iteration 124Q: 3 clusters Score -2.254289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 188070 members 
Entering Unmasked Estep 
Score: -22542894.000000 Penalty: 6028.297852
	Iteration 125Q: 3 clusters Score -2.254289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 188096 members 
Entering Unmasked Estep 
Score: -22542906.000000 Penalty: 6028.297852
	Iteration 126Q: 3 clusters Score -2.254291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 188129 members 
Entering Unmasked Estep 
Score: -22542918.000000 Penalty: 6028.297852
	Iteration 127Q: 3 clusters Score -2.254292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 188150 members 
Entering Unmasked Estep 
Score: -22542916.000000 Penalty: 6028.297852
	Iteration 128Q: 3 clusters Score -2.254292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 188170 members 
Entering Unmasked Estep 
Score: -22542900.000000 Penalty: 6028.297852
	Iteration 129Q: 3 clusters Score -2.25429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 188187 members 
Entering Unmasked Estep 
Score: -22542908.000000 Penalty: 6028.297852
	Iteration 130Q: 3 clusters Score -2.254291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 188195 members 
Entering Unmasked Estep 
Score: -22542912.000000 Penalty: 6028.297852
	Iteration 131Q: 3 clusters Score -2.254291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 188201 members 
Entering Unmasked Estep 
Score: -22542892.000000 Penalty: 6028.297852
	Iteration 132Q: 3 clusters Score -2.254289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 188208 members 
Entering Unmasked Estep 
Score: -22542916.000000 Penalty: 6028.297852
	Iteration 133Q: 3 clusters Score -2.254292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 188210 members 
Entering Unmasked Estep 
Score: -22542914.000000 Penalty: 6028.297852
	Iteration 134Q: 3 clusters Score -2.254291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -22542924.000000 Penalty: 6028.297852
	Iteration 135Q: 3 clusters Score -2.254292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 188221 members 
Entering Unmasked Estep 
Score: -22542924.000000 Penalty: 6028.297852
	Iteration 136Q: 3 clusters Score -2.254292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 188228 members 
Entering Unmasked Estep 
Score: -22542910.000000 Penalty: 6028.297852
	Iteration 137Q: 3 clusters Score -2.254291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 188231 members 
Entering Unmasked Estep 
Score: -22542922.000000 Penalty: 6028.297852
	Iteration 138Q: 3 clusters Score -2.254292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -22542928.000000 Penalty: 6028.297852
	Iteration 139Q: 3 clusters Score -2.254293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 188247 members 
Entering Unmasked Estep 
Score: -22542932.000000 Penalty: 6028.297852
	Iteration 140F: 3 clusters Score -2.254293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 188254 members 
Entering Unmasked Estep 
Score: -22542940.000000 Penalty: 6028.297852
	Iteration 141Q: 3 clusters Score -2.254294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 188262 members 
Entering Unmasked Estep 
Score: -22542928.000000 Penalty: 6028.297852
	Iteration 142Q: 3 clusters Score -2.254293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22542950.000000 Penalty: 6028.297852
	Iteration 143Q: 3 clusters Score -2.254295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 188276 members 
Entering Unmasked Estep 
Score: -22542956.000000 Penalty: 6028.297852
	Iteration 144Q: 3 clusters Score -2.254296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 188281 members 
Entering Unmasked Estep 
Score: -22542954.000000 Penalty: 6028.297852
	Iteration 145Q: 3 clusters Score -2.254295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 188281 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 146Q: 3 clusters Score -2.254293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 188286 members 
Entering Unmasked Estep 
Score: -22542922.000000 Penalty: 6028.297852
	Iteration 147Q: 3 clusters Score -2.254292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 188295 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 148Q: 3 clusters Score -2.254293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 188304 members 
Entering Unmasked Estep 
Score: -22542924.000000 Penalty: 6028.297852
	Iteration 149Q: 3 clusters Score -2.254292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 188307 members 
Entering Unmasked Estep 
Score: -22542922.000000 Penalty: 6028.297852
	Iteration 150Q: 3 clusters Score -2.254292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 188313 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 151Q: 3 clusters Score -2.254293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 188318 members 
Entering Unmasked Estep 
Score: -22542928.000000 Penalty: 6028.297852
	Iteration 152Q: 3 clusters Score -2.254293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 188321 members 
Entering Unmasked Estep 
Score: -22542932.000000 Penalty: 6028.297852
	Iteration 153Q: 3 clusters Score -2.254293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 188325 members 
Entering Unmasked Estep 
Score: -22542940.000000 Penalty: 6028.297852
	Iteration 154Q: 3 clusters Score -2.254294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 188325 members 
Entering Unmasked Estep 
Score: -22542930.000000 Penalty: 6028.297852
	Iteration 155Q: 3 clusters Score -2.254293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 188326 members 
Entering Unmasked Estep 
Score: -22542930.000000 Penalty: 6028.297852
	Iteration 156Q: 3 clusters Score -2.254293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 188326 members 
Entering Unmasked Estep 
Score: -22542936.000000 Penalty: 6028.297852
	Iteration 157Q: 3 clusters Score -2.254294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 188328 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 158Q: 3 clusters Score -2.254293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 188330 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 159Q: 3 clusters Score -2.254293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 188332 members 
Entering Unmasked Estep 
Score: -22542936.000000 Penalty: 6028.297852
	Iteration 160F: 3 clusters Score -2.254294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 188334 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 161Q: 3 clusters Score -2.254293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 188335 members 
Entering Unmasked Estep 
Score: -22542940.000000 Penalty: 6028.297852
	Iteration 162Q: 3 clusters Score -2.254294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 188336 members 
Entering Unmasked Estep 
Score: -22542934.000000 Penalty: 6028.297852
	Iteration 163Q: 3 clusters Score -2.254293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -22542930.000000 Penalty: 6028.297852
	Iteration 164Q: 3 clusters Score -2.254293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -22542942.000000 Penalty: 6028.297852
	Iteration 165Q: 3 clusters Score -2.254294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 188339 members 
Entering Unmasked Estep 
Score: -22542940.000000 Penalty: 6028.297852
	Iteration 166Q: 3 clusters Score -2.254294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 188340 members 
Entering Unmasked Estep 
Score: -22542948.000000 Penalty: 6028.297852
	Iteration 167Q: 3 clusters Score -2.254295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 188341 members 
Entering Unmasked Estep 
Score: -22542946.000000 Penalty: 6028.297852
	Iteration 168Q: 3 clusters Score -2.254295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 188342 members 
Entering Unmasked Estep 
Score: -22542944.000000 Penalty: 6028.297852
	Iteration 169Q: 3 clusters Score -2.254294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 188344 members 
Entering Unmasked Estep 
Score: -22542936.000000 Penalty: 6028.297852
	Iteration 170Q: 3 clusters Score -2.254294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 188348 members 
Entering Unmasked Estep 
Score: -22542938.000000 Penalty: 6028.297852
	Iteration 171Q: 3 clusters Score -2.254294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -22542922.000000 Penalty: 6028.297852
	Iteration 172Q: 3 clusters Score -2.254292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -22542932.000000 Penalty: 6028.297852
	Iteration 173Q: 3 clusters Score -2.254293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -22542932.000000 Penalty: 6028.297852
	Iteration 174F: 3 clusters Score -2.254293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -453934.406250 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -453934.4 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 1926 members 
Entering Unmasked Estep 
Score: -450171.531250 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -450171.5 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -450939.718750 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -450939.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -451098.906250 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -451098.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -451197.062500 Penalty: 4091.919189
	Iteration 3Q: 3 clusters Score -451197.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -451267.062500 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -451267.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -451311.375000 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -451311.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -451347.875000 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -451347.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -451375.625000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -451375.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -451391.781250 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -451391.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451400.906250 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -451400.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451408.906250 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -451408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -451417.250000 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -451417.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -451428.562500 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -451428.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -451436.968750 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -451437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -451446.062500 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -451446.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451452.781250 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -451452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -451459.468750 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -451459.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -451465.281250 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -451465.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -451470.125000 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -451470.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -451475.750000 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -451475.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -451481.343750 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -451481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -451488.500000 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -451488.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -451491.687500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -451491.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -451494.968750 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -451495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -451496.562500 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -451496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -451499.125000 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -451499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -451500.937500 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -451500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -451503.968750 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -451504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -451507.375000 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -451507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -451512.000000 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -451512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451515.125000 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -451515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -451518.093750 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -451518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -451521.687500 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -451521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -451525.187500 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -451525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -451527.343750 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -451527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -451529.656250 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -451529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -451533.093750 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -451533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -451533.968750 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -451534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -451535.093750 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -451535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -451538.375000 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -451538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -451541.812500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -451541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -451547.062500 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -451547.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -451551.625000 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -451551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -451554.437500 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -451554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -451556.156250 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -451556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -451556.656250 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -451556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -451557.625000 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -451557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -451558.968750 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -451559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -451559.187500 Penalty: 4091.919189
	Iteration 48Q: 3 clusters Score -451559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -451560.562500 Penalty: 4091.919189
	Iteration 49Q: 3 clusters Score -451560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -451561.656250 Penalty: 4091.919189
	Iteration 50Q: 3 clusters Score -451561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -451564.406250 Penalty: 4091.919189
	Iteration 51Q: 3 clusters Score -451564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -451565.156250 Penalty: 4091.919189
	Iteration 52Q: 3 clusters Score -451565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -451566.906250 Penalty: 4091.919189
	Iteration 53Q: 3 clusters Score -451566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -451568.125000 Penalty: 4091.919189
	Iteration 54Q: 3 clusters Score -451568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -451568.343750 Penalty: 4091.919189
	Iteration 55Q: 3 clusters Score -451568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -451569.562500 Penalty: 4091.919189
	Iteration 56Q: 3 clusters Score -451569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451570.062500 Penalty: 4091.919189
	Iteration 57Q: 3 clusters Score -451570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -451570.062500 Penalty: 4091.919189
	Iteration 58F: 3 clusters Score -451570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -324935.437500 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -324935.4 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 1408 members 
Entering Unmasked Estep 
Score: -321781.906250 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -321781.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -322390.906250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -322390.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -322541.687500 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -322541.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322623.906250 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -322623.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -322676.718750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -322676.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322709.812500 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -322709.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322740.375000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -322740.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -322763.218750 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -322763.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -322778.250000 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -322778.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -322792.468750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -322792.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -322801.031250 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -322801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -322809.312500 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -322809.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -322816.781250 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -322816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322820.781250 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -322820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -322823.250000 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -322823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -322826.687500 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -322826.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322829.375000 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -322829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322831.031250 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -322831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -322834.406250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -322834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -322835.562500 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -322835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322836.062500 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -322836.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (180361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180361 members 
Entering Unmasked Estep 
Score: -21338982.000000 Penalty: 3001.473389
	Iteration 0F: 2 clusters Score -2.133898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -21223872.000000 Penalty: 6002.946777
	Iteration 0F: 3 clusters Score -2.122387e+07 nChanged 86659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -21274530.000000 Penalty: 6002.946777
	Iteration 1F: 3 clusters Score -2.127453e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -21275410.000000 Penalty: 6002.946777
	Iteration 2Q: 3 clusters Score -2.127541e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -21276556.000000 Penalty: 6002.946777
	Iteration 3Q: 3 clusters Score -2.127656e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -21277890.000000 Penalty: 6002.946777
	Iteration 4Q: 3 clusters Score -2.127789e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 102847 members 
Entering Unmasked Estep 
Score: -21280036.000000 Penalty: 6002.946777
	Iteration 5Q: 3 clusters Score -2.128004e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -21283588.000000 Penalty: 6002.946777
	Iteration 6Q: 3 clusters Score -2.128359e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -21289980.000000 Penalty: 6002.946777
	Iteration 7F: 3 clusters Score -2.128998e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -21299438.000000 Penalty: 6002.946777
	Iteration 8F: 3 clusters Score -2.129944e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -21310906.000000 Penalty: 6002.946777
	Iteration 9F: 3 clusters Score -2.131091e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 154187 members 
Entering Unmasked Estep 
Score: -21320518.000000 Penalty: 6002.946777
	Iteration 10F: 3 clusters Score -2.132052e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -21326800.000000 Penalty: 6002.946777
	Iteration 11Q: 3 clusters Score -2.13268e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 168588 members 
Entering Unmasked Estep 
Score: -21330648.000000 Penalty: 6002.946777
	Iteration 12Q: 3 clusters Score -2.133065e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 172787 members 
Entering Unmasked Estep 
Score: -21332982.000000 Penalty: 6002.946777
	Iteration 13Q: 3 clusters Score -2.133298e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -21334344.000000 Penalty: 6002.946777
	Iteration 14Q: 3 clusters Score -2.133434e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -21335208.000000 Penalty: 6002.946777
	Iteration 15Q: 3 clusters Score -2.133521e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -21335742.000000 Penalty: 6002.946777
	Iteration 16Q: 3 clusters Score -2.133574e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -21336018.000000 Penalty: 6002.946777
	Iteration 17Q: 3 clusters Score -2.133602e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 179077 members 
Entering Unmasked Estep 
Score: -21336170.000000 Penalty: 6002.946777
	Iteration 18Q: 3 clusters Score -2.133617e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 179291 members 
Entering Unmasked Estep 
Score: -21336250.000000 Penalty: 6002.946777
	Iteration 19Q: 3 clusters Score -2.133625e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -21336330.000000 Penalty: 6002.946777
	Iteration 20F: 3 clusters Score -2.133633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 179524 members 
Entering Unmasked Estep 
Score: -21336352.000000 Penalty: 6002.946777
	Iteration 21Q: 3 clusters Score -2.133635e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 179591 members 
Entering Unmasked Estep 
Score: -21336418.000000 Penalty: 6002.946777
	Iteration 22Q: 3 clusters Score -2.133642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -21336452.000000 Penalty: 6002.946777
	Iteration 23Q: 3 clusters Score -2.133645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -21336448.000000 Penalty: 6002.946777
	Iteration 24Q: 3 clusters Score -2.133645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -21336486.000000 Penalty: 6002.946777
	Iteration 25Q: 3 clusters Score -2.133649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 179694 members 
Entering Unmasked Estep 
Score: -21336504.000000 Penalty: 6002.946777
	Iteration 26Q: 3 clusters Score -2.13365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -21336514.000000 Penalty: 6002.946777
	Iteration 27Q: 3 clusters Score -2.133651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 179734 members 
Entering Unmasked Estep 
Score: -21336504.000000 Penalty: 6002.946777
	Iteration 28Q: 3 clusters Score -2.13365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 179751 members 
Entering Unmasked Estep 
Score: -21336514.000000 Penalty: 6002.946777
	Iteration 29Q: 3 clusters Score -2.133651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 179764 members 
Entering Unmasked Estep 
Score: -21336524.000000 Penalty: 6002.946777
	Iteration 30Q: 3 clusters Score -2.133652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 179774 members 
Entering Unmasked Estep 
Score: -21336534.000000 Penalty: 6002.946777
	Iteration 31Q: 3 clusters Score -2.133653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 179780 members 
Entering Unmasked Estep 
Score: -21336526.000000 Penalty: 6002.946777
	Iteration 32Q: 3 clusters Score -2.133653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 179787 members 
Entering Unmasked Estep 
Score: -21336538.000000 Penalty: 6002.946777
	Iteration 33Q: 3 clusters Score -2.133654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -21336546.000000 Penalty: 6002.946777
	Iteration 34Q: 3 clusters Score -2.133655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 179792 members 
Entering Unmasked Estep 
Score: -21336536.000000 Penalty: 6002.946777
	Iteration 35Q: 3 clusters Score -2.133654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -21336536.000000 Penalty: 6002.946777
	Iteration 36Q: 3 clusters Score -2.133654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 179796 members 
Entering Unmasked Estep 
Score: -21336536.000000 Penalty: 6002.946777
	Iteration 37Q: 3 clusters Score -2.133654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 179796 members 
Entering Unmasked Estep 
Score: -21336536.000000 Penalty: 6002.946777
	Iteration 38F: 3 clusters Score -2.133654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -790380.687500 Penalty: 2184.734863
	Iteration 0F: 2 clusters Score -790380.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -784826.687500 Penalty: 4369.469727
	Iteration 0F: 3 clusters Score -784826.7 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -786211.500000 Penalty: 4369.469727
	Iteration 1F: 3 clusters Score -786211.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -786468.750000 Penalty: 4369.469727
	Iteration 2F: 3 clusters Score -786468.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -786660.875000 Penalty: 4369.469727
	Iteration 3Q: 3 clusters Score -786660.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -786864.500000 Penalty: 4369.469727
	Iteration 4Q: 3 clusters Score -786864.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -787080.125000 Penalty: 4369.469727
	Iteration 5Q: 3 clusters Score -787080.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -787271.875000 Penalty: 4369.469727
	Iteration 6Q: 3 clusters Score -787271.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -787469.937500 Penalty: 4369.469727
	Iteration 7Q: 3 clusters Score -787469.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -787683.500000 Penalty: 4369.469727
	Iteration 8Q: 3 clusters Score -787683.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -787901.500000 Penalty: 4369.469727
	Iteration 9Q: 3 clusters Score -787901.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -788169.437500 Penalty: 4369.469727
	Iteration 10Q: 3 clusters Score -788169.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -788423.000000 Penalty: 4369.469727
	Iteration 11Q: 3 clusters Score -788423 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -788610.812500 Penalty: 4369.469727
	Iteration 12Q: 3 clusters Score -788610.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -788748.000000 Penalty: 4369.469727
	Iteration 13Q: 3 clusters Score -788748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -788829.062500 Penalty: 4369.469727
	Iteration 14Q: 3 clusters Score -788829.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -788872.437500 Penalty: 4369.469727
	Iteration 15Q: 3 clusters Score -788872.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -788891.687500 Penalty: 4369.469727
	Iteration 16Q: 3 clusters Score -788891.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -788912.812500 Penalty: 4369.469727
	Iteration 17Q: 3 clusters Score -788912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -788931.250000 Penalty: 4369.469727
	Iteration 18Q: 3 clusters Score -788931.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -788948.687500 Penalty: 4369.469727
	Iteration 19Q: 3 clusters Score -788948.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -788959.500000 Penalty: 4369.469727
	Iteration 20F: 3 clusters Score -788959.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -788968.312500 Penalty: 4369.469727
	Iteration 21Q: 3 clusters Score -788968.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -788977.875000 Penalty: 4369.469727
	Iteration 22Q: 3 clusters Score -788977.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -788982.750000 Penalty: 4369.469727
	Iteration 23Q: 3 clusters Score -788982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -788986.687500 Penalty: 4369.469727
	Iteration 24Q: 3 clusters Score -788986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -788989.500000 Penalty: 4369.469727
	Iteration 25Q: 3 clusters Score -788989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -788991.062500 Penalty: 4369.469727
	Iteration 26Q: 3 clusters Score -788991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -788993.250000 Penalty: 4369.469727
	Iteration 27Q: 3 clusters Score -788993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -788994.125000 Penalty: 4369.469727
	Iteration 28Q: 3 clusters Score -788994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -788999.187500 Penalty: 4369.469727
	Iteration 29Q: 3 clusters Score -788999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -789000.687500 Penalty: 4369.469727
	Iteration 30Q: 3 clusters Score -789000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -789004.562500 Penalty: 4369.469727
	Iteration 31Q: 3 clusters Score -789004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -789008.000000 Penalty: 4369.469727
	Iteration 32Q: 3 clusters Score -789008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -789008.625000 Penalty: 4369.469727
	Iteration 33Q: 3 clusters Score -789008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -789009.812500 Penalty: 4369.469727
	Iteration 34Q: 3 clusters Score -789009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -789014.437500 Penalty: 4369.469727
	Iteration 35Q: 3 clusters Score -789014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -789021.312500 Penalty: 4369.469727
	Iteration 36Q: 3 clusters Score -789021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -789020.500000 Penalty: 4369.469727
	Iteration 37Q: 3 clusters Score -789020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -789023.125000 Penalty: 4369.469727
	Iteration 38Q: 3 clusters Score -789023.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -789024.187500 Penalty: 4369.469727
	Iteration 39Q: 3 clusters Score -789024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -789023.437500 Penalty: 4369.469727
	Iteration 40F: 3 clusters Score -789023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Entering Unmasked Estep 
Score: -8011078.000000 Penalty: 2757.065186
	Iteration 0F: 2 clusters Score -8011078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -7965882.000000 Penalty: 5514.130371
	Iteration 0F: 3 clusters Score -7965882 nChanged 31466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -7983398.500000 Penalty: 5514.130371
	Iteration 1F: 3 clusters Score -7983398 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -7984184.000000 Penalty: 5514.130371
	Iteration 2Q: 3 clusters Score -7984184 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -7985113.000000 Penalty: 5514.130371
	Iteration 3Q: 3 clusters Score -7985113 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -7986263.000000 Penalty: 5514.130371
	Iteration 4Q: 3 clusters Score -7986263 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7987608.000000 Penalty: 5514.130371
	Iteration 5Q: 3 clusters Score -7987608 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -7989195.000000 Penalty: 5514.130371
	Iteration 6Q: 3 clusters Score -7989195 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -7991332.500000 Penalty: 5514.130371
	Iteration 7F: 3 clusters Score -7991332 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7994301.500000 Penalty: 5514.130371
	Iteration 8F: 3 clusters Score -7994302 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -7997862.000000 Penalty: 5514.130371
	Iteration 9F: 3 clusters Score -7997862 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -8000628.000000 Penalty: 5514.130371
	Iteration 10F: 3 clusters Score -8000628 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -8001974.000000 Penalty: 5514.130371
	Iteration 11Q: 3 clusters Score -8001974 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -8002471.500000 Penalty: 5514.130371
	Iteration 12Q: 3 clusters Score -8002472 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -8002725.500000 Penalty: 5514.130371
	Iteration 13Q: 3 clusters Score -8002726 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8002964.000000 Penalty: 5514.130371
	Iteration 14Q: 3 clusters Score -8002964 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -8003139.500000 Penalty: 5514.130371
	Iteration 15Q: 3 clusters Score -8003140 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -8003288.500000 Penalty: 5514.130371
	Iteration 16Q: 3 clusters Score -8003288 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8003445.500000 Penalty: 5514.130371
	Iteration 17Q: 3 clusters Score -8003446 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -8003590.500000 Penalty: 5514.130371
	Iteration 18Q: 3 clusters Score -8003590 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8003688.000000 Penalty: 5514.130371
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Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 25629 members 
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Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 25181 members 
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	Iteration 23Q: 3 clusters Score -8004091 nChanged 449
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Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 24756 members 
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Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 24371 members 
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Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 23988 members 
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Mstep: Class 2 contains 23586 members 
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Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 23168 members 
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Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 22325 members 
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Mstep: Class 2 contains 21917 members 
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Mstep: Class 2 contains 20147 members 
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Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 19231 members 
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Mstep: Class 2 contains 18755 members 
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Mstep: Class 2 contains 18263 members 
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Mstep: Class 1 contains 49581 members 
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Mstep: Class 1 contains 50132 members 
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Mstep: Class 1 contains 51237 members 
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Mstep: Class 1 contains 55530 members 
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Entering Unmasked Estep 
Score: -8009126.000000 Penalty: 5514.130371
	Iteration 113Q: 3 clusters Score -8009126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8009118.500000 Penalty: 5514.130371
	Iteration 114Q: 3 clusters Score -8009118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8009127.000000 Penalty: 5514.130371
	Iteration 115Q: 3 clusters Score -8009127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8009131.000000 Penalty: 5514.130371
	Iteration 116Q: 3 clusters Score -8009131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8009136.500000 Penalty: 5514.130371
	Iteration 117Q: 3 clusters Score -8009136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8009134.500000 Penalty: 5514.130371
	Iteration 118Q: 3 clusters Score -8009134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8009146.000000 Penalty: 5514.130371
	Iteration 119Q: 3 clusters Score -8009146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8009143.000000 Penalty: 5514.130371
	Iteration 120F: 3 clusters Score -8009143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8009144.000000 Penalty: 5514.130371
	Iteration 121Q: 3 clusters Score -8009144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8009149.000000 Penalty: 5514.130371
	Iteration 122Q: 3 clusters Score -8009149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8009146.500000 Penalty: 5514.130371
	Iteration 123Q: 3 clusters Score -8009146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8009138.500000 Penalty: 5514.130371
	Iteration 124Q: 3 clusters Score -8009138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8009148.000000 Penalty: 5514.130371
	Iteration 125Q: 3 clusters Score -8009148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8009153.000000 Penalty: 5514.130371
	Iteration 126Q: 3 clusters Score -8009153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8009151.500000 Penalty: 5514.130371
	Iteration 127Q: 3 clusters Score -8009152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8009154.000000 Penalty: 5514.130371
	Iteration 128Q: 3 clusters Score -8009154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8009161.000000 Penalty: 5514.130371
	Iteration 129Q: 3 clusters Score -8009161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8009160.000000 Penalty: 5514.130371
	Iteration 130Q: 3 clusters Score -8009160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8009163.500000 Penalty: 5514.130371
	Iteration 131Q: 3 clusters Score -8009164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8009164.000000 Penalty: 5514.130371
	Iteration 132Q: 3 clusters Score -8009164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8009167.500000 Penalty: 5514.130371
	Iteration 133Q: 3 clusters Score -8009168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8009166.000000 Penalty: 5514.130371
	Iteration 134Q: 3 clusters Score -8009166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8009164.000000 Penalty: 5514.130371
	Iteration 135Q: 3 clusters Score -8009164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8009172.500000 Penalty: 5514.130371
	Iteration 136Q: 3 clusters Score -8009172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8009175.500000 Penalty: 5514.130371
	Iteration 137Q: 3 clusters Score -8009176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8009174.000000 Penalty: 5514.130371
	Iteration 138Q: 3 clusters Score -8009174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8009172.000000 Penalty: 5514.130371
	Iteration 139Q: 3 clusters Score -8009172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8009176.500000 Penalty: 5514.130371
	Iteration 140F: 3 clusters Score -8009176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8009169.500000 Penalty: 5514.130371
	Iteration 141Q: 3 clusters Score -8009170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8009170.500000 Penalty: 5514.130371
	Iteration 142Q: 3 clusters Score -8009170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8009171.500000 Penalty: 5514.130371
	Iteration 143Q: 3 clusters Score -8009172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8009165.000000 Penalty: 5514.130371
	Iteration 144Q: 3 clusters Score -8009165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8009174.500000 Penalty: 5514.130371
	Iteration 145Q: 3 clusters Score -8009174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8009172.500000 Penalty: 5514.130371
	Iteration 146Q: 3 clusters Score -8009172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8009177.500000 Penalty: 5514.130371
	Iteration 147Q: 3 clusters Score -8009178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8009184.000000 Penalty: 5514.130371
	Iteration 148Q: 3 clusters Score -8009184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8009184.000000 Penalty: 5514.130371
	Iteration 149Q: 3 clusters Score -8009184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8009180.000000 Penalty: 5514.130371
	Iteration 150Q: 3 clusters Score -8009180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8009193.000000 Penalty: 5514.130371
	Iteration 151Q: 3 clusters Score -8009193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8009188.500000 Penalty: 5514.130371
	Iteration 152Q: 3 clusters Score -8009188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8009186.000000 Penalty: 5514.130371
	Iteration 153Q: 3 clusters Score -8009186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8009188.500000 Penalty: 5514.130371
	Iteration 154Q: 3 clusters Score -8009188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8009188.000000 Penalty: 5514.130371
	Iteration 155Q: 3 clusters Score -8009188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8009190.500000 Penalty: 5514.130371
	Iteration 156Q: 3 clusters Score -8009190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8009191.500000 Penalty: 5514.130371
	Iteration 157Q: 3 clusters Score -8009192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8009186.500000 Penalty: 5514.130371
	Iteration 158Q: 3 clusters Score -8009186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8009186.000000 Penalty: 5514.130371
	Iteration 159Q: 3 clusters Score -8009186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8009186.000000 Penalty: 5514.130371
	Iteration 160F: 3 clusters Score -8009186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8009189.500000 Penalty: 5514.130371
	Iteration 161Q: 3 clusters Score -8009190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8009188.000000 Penalty: 5514.130371
	Iteration 162Q: 3 clusters Score -8009188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8009193.000000 Penalty: 5514.130371
	Iteration 163Q: 3 clusters Score -8009193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8009191.000000 Penalty: 5514.130371
	Iteration 164Q: 3 clusters Score -8009191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8009193.000000 Penalty: 5514.130371
	Iteration 165Q: 3 clusters Score -8009193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8009184.000000 Penalty: 5514.130371
	Iteration 166Q: 3 clusters Score -8009184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8009188.500000 Penalty: 5514.130371
	Iteration 167Q: 3 clusters Score -8009188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8009190.500000 Penalty: 5514.130371
	Iteration 168Q: 3 clusters Score -8009190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8009182.500000 Penalty: 5514.130371
	Iteration 169Q: 3 clusters Score -8009182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8009182.500000 Penalty: 5514.130371
	Iteration 170F: 3 clusters Score -8009182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -112825.921875 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -112825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110859.515625 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -110859.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111140.578125 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -111140.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111229.046875 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -111229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111282.484375 Penalty: 3443.309814
	Iteration 3Q: 3 clusters Score -111282.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111314.078125 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -111314.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111341.843750 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -111341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111359.906250 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -111359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111368.078125 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -111368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111373.843750 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -111373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111378.601562 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -111378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111381.843750 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -111381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111383.250000 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -111383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111384.398438 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -111384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111385.632812 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -111385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111385.632812 Penalty: 3443.309814
	Iteration 14F: 3 clusters Score -111385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188148 members 
Entering Unmasked Estep 
Score: -22145992.000000 Penalty: 3011.956055
	Iteration 0F: 2 clusters Score -2.214599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -22025062.000000 Penalty: 6023.912109
	Iteration 0F: 3 clusters Score -2.202506e+07 nChanged 90588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -22078480.000000 Penalty: 6023.912109
	Iteration 1F: 3 clusters Score -2.207848e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -22079958.000000 Penalty: 6023.912109
	Iteration 2Q: 3 clusters Score -2.207996e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -22082278.000000 Penalty: 6023.912109
	Iteration 3Q: 3 clusters Score -2.208228e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -22085526.000000 Penalty: 6023.912109
	Iteration 4Q: 3 clusters Score -2.208553e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -22090430.000000 Penalty: 6023.912109
	Iteration 5Q: 3 clusters Score -2.209043e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -22096934.000000 Penalty: 6023.912109
	Iteration 6F: 3 clusters Score -2.209693e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -22104824.000000 Penalty: 6023.912109
	Iteration 7F: 3 clusters Score -2.210482e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134969 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -22113280.000000 Penalty: 6023.912109
	Iteration 8F: 3 clusters Score -2.211328e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -22120662.000000 Penalty: 6023.912109
	Iteration 9F: 3 clusters Score -2.212066e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149096 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -22125768.000000 Penalty: 6023.912109
	Iteration 10Q: 3 clusters Score -2.212577e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -22129380.000000 Penalty: 6023.912109
	Iteration 11Q: 3 clusters Score -2.212938e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -22131672.000000 Penalty: 6023.912109
	Iteration 12Q: 3 clusters Score -2.213167e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -22133448.000000 Penalty: 6023.912109
	Iteration 13Q: 3 clusters Score -2.213345e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -22134892.000000 Penalty: 6023.912109
	Iteration 14Q: 3 clusters Score -2.213489e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169834 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -22136264.000000 Penalty: 6023.912109
	Iteration 15Q: 3 clusters Score -2.213626e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -22137372.000000 Penalty: 6023.912109
	Iteration 16Q: 3 clusters Score -2.213737e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -22138518.000000 Penalty: 6023.912109
	Iteration 17Q: 3 clusters Score -2.213852e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -22139468.000000 Penalty: 6023.912109
	Iteration 18Q: 3 clusters Score -2.213947e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -22140288.000000 Penalty: 6023.912109
	Iteration 19Q: 3 clusters Score -2.214029e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181473 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -22140948.000000 Penalty: 6023.912109
	Iteration 20F: 3 clusters Score -2.214095e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -22141512.000000 Penalty: 6023.912109
	Iteration 21Q: 3 clusters Score -2.214151e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183868 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -22142094.000000 Penalty: 6023.912109
	Iteration 22Q: 3 clusters Score -2.214209e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -22142446.000000 Penalty: 6023.912109
	Iteration 23Q: 3 clusters Score -2.214245e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185347 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22142670.000000 Penalty: 6023.912109
	Iteration 24Q: 3 clusters Score -2.214267e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185793 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22142900.000000 Penalty: 6023.912109
	Iteration 25Q: 3 clusters Score -2.21429e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186117 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22143070.000000 Penalty: 6023.912109
	Iteration 26Q: 3 clusters Score -2.214307e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22143196.000000 Penalty: 6023.912109
	Iteration 27Q: 3 clusters Score -2.21432e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186501 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -22143258.000000 Penalty: 6023.912109
	Iteration 28Q: 3 clusters Score -2.214326e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186620 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22143354.000000 Penalty: 6023.912109
	Iteration 29Q: 3 clusters Score -2.214335e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186720 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22143404.000000 Penalty: 6023.912109
	Iteration 30Q: 3 clusters Score -2.21434e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186792 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22143438.000000 Penalty: 6023.912109
	Iteration 31Q: 3 clusters Score -2.214344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22143462.000000 Penalty: 6023.912109
	Iteration 32Q: 3 clusters Score -2.214346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186872 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22143506.000000 Penalty: 6023.912109
	Iteration 33Q: 3 clusters Score -2.214351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22143468.000000 Penalty: 6023.912109
	Iteration 34Q: 3 clusters Score -2.214347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22143498.000000 Penalty: 6023.912109
	Iteration 35Q: 3 clusters Score -2.21435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186942 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -22143516.000000 Penalty: 6023.912109
	Iteration 36Q: 3 clusters Score -2.214352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186963 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22143530.000000 Penalty: 6023.912109
	Iteration 37Q: 3 clusters Score -2.214353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186981 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22143534.000000 Penalty: 6023.912109
	Iteration 38Q: 3 clusters Score -2.214353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187006 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22143534.000000 Penalty: 6023.912109
	Iteration 39Q: 3 clusters Score -2.214353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187025 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22143542.000000 Penalty: 6023.912109
	Iteration 40F: 3 clusters Score -2.214354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22143538.000000 Penalty: 6023.912109
	Iteration 41Q: 3 clusters Score -2.214354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22143542.000000 Penalty: 6023.912109
	Iteration 42Q: 3 clusters Score -2.214354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187050 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22143552.000000 Penalty: 6023.912109
	Iteration 43Q: 3 clusters Score -2.214355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -22143572.000000 Penalty: 6023.912109
	Iteration 44Q: 3 clusters Score -2.214357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187069 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22143548.000000 Penalty: 6023.912109
	Iteration 45Q: 3 clusters Score -2.214355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -22143566.000000 Penalty: 6023.912109
	Iteration 46Q: 3 clusters Score -2.214357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22143566.000000 Penalty: 6023.912109
	Iteration 47Q: 3 clusters Score -2.214357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187093 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -22143584.000000 Penalty: 6023.912109
	Iteration 48Q: 3 clusters Score -2.214358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187099 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22143580.000000 Penalty: 6023.912109
	Iteration 49Q: 3 clusters Score -2.214358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187112 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22143582.000000 Penalty: 6023.912109
	Iteration 50Q: 3 clusters Score -2.214358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22143576.000000 Penalty: 6023.912109
	Iteration 51Q: 3 clusters Score -2.214358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22143590.000000 Penalty: 6023.912109
	Iteration 52Q: 3 clusters Score -2.214359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22143606.000000 Penalty: 6023.912109
	Iteration 53Q: 3 clusters Score -2.214361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187147 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22143600.000000 Penalty: 6023.912109
	Iteration 54Q: 3 clusters Score -2.21436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22143592.000000 Penalty: 6023.912109
	Iteration 55Q: 3 clusters Score -2.214359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187163 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -22143596.000000 Penalty: 6023.912109
	Iteration 56Q: 3 clusters Score -2.21436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22143596.000000 Penalty: 6023.912109
	Iteration 57Q: 3 clusters Score -2.21436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -22143604.000000 Penalty: 6023.912109
	Iteration 58Q: 3 clusters Score -2.21436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187169 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -22143596.000000 Penalty: 6023.912109
	Iteration 59Q: 3 clusters Score -2.21436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -22143594.000000 Penalty: 6023.912109
	Iteration 60F: 3 clusters Score -2.214359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Entering Unmasked Estep 
Score: -6619323.000000 Penalty: 2711.406250
	Iteration 0F: 2 clusters Score -6619323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6581785.500000 Penalty: 5422.812500
	Iteration 0F: 3 clusters Score -6581786 nChanged 26032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6596169.500000 Penalty: 5422.812500
	Iteration 1F: 3 clusters Score -6596170 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6596769.500000 Penalty: 5422.812500
	Iteration 2Q: 3 clusters Score -6596770 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6597488.500000 Penalty: 5422.812500
	Iteration 3Q: 3 clusters Score -6597488 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -6598424.000000 Penalty: 5422.812500
	Iteration 4Q: 3 clusters Score -6598424 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6599779.500000 Penalty: 5422.812500
	Iteration 5Q: 3 clusters Score -6599780 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -6601941.500000 Penalty: 5422.812500
	Iteration 6F: 3 clusters Score -6601942 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -6605028.500000 Penalty: 5422.812500
	Iteration 7F: 3 clusters Score -6605028 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -6608850.500000 Penalty: 5422.812500
	Iteration 8F: 3 clusters Score -6608850 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6612497.500000 Penalty: 5422.812500
	Iteration 9F: 3 clusters Score -6612498 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6615092.500000 Penalty: 5422.812500
	Iteration 10Q: 3 clusters Score -6615092 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6616553.500000 Penalty: 5422.812500
	Iteration 11Q: 3 clusters Score -6616554 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6617157.000000 Penalty: 5422.812500
	Iteration 12Q: 3 clusters Score -6617157 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -6617392.000000 Penalty: 5422.812500
	Iteration 13Q: 3 clusters Score -6617392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6617474.000000 Penalty: 5422.812500
	Iteration 14Q: 3 clusters Score -6617474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6617512.500000 Penalty: 5422.812500
	Iteration 15Q: 3 clusters Score -6617512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6617565.000000 Penalty: 5422.812500
	Iteration 16Q: 3 clusters Score -6617565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6617581.500000 Penalty: 5422.812500
	Iteration 17Q: 3 clusters Score -6617582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6617622.500000 Penalty: 5422.812500
	Iteration 18Q: 3 clusters Score -6617622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6617649.000000 Penalty: 5422.812500
	Iteration 19Q: 3 clusters Score -6617649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6617665.500000 Penalty: 5422.812500
	Iteration 20F: 3 clusters Score -6617666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6617675.000000 Penalty: 5422.812500
	Iteration 21Q: 3 clusters Score -6617675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6617675.000000 Penalty: 5422.812500
	Iteration 22Q: 3 clusters Score -6617675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6617687.000000 Penalty: 5422.812500
	Iteration 23Q: 3 clusters Score -6617687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6617688.500000 Penalty: 5422.812500
	Iteration 24Q: 3 clusters Score -6617688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6617679.500000 Penalty: 5422.812500
	Iteration 25Q: 3 clusters Score -6617680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6617678.500000 Penalty: 5422.812500
	Iteration 26Q: 3 clusters Score -6617678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6617676.500000 Penalty: 5422.812500
	Iteration 27Q: 3 clusters Score -6617676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6617680.000000 Penalty: 5422.812500
	Iteration 28Q: 3 clusters Score -6617680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6617683.500000 Penalty: 5422.812500
	Iteration 29Q: 3 clusters Score -6617684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6617687.000000 Penalty: 5422.812500
	Iteration 30Q: 3 clusters Score -6617687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6617687.500000 Penalty: 5422.812500
	Iteration 31Q: 3 clusters Score -6617688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6617694.500000 Penalty: 5422.812500
	Iteration 32Q: 3 clusters Score -6617694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6617701.000000 Penalty: 5422.812500
	Iteration 33Q: 3 clusters Score -6617701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6617702.500000 Penalty: 5422.812500
	Iteration 34Q: 3 clusters Score -6617702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6617712.000000 Penalty: 5422.812500
	Iteration 35Q: 3 clusters Score -6617712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6617711.000000 Penalty: 5422.812500
	Iteration 36Q: 3 clusters Score -6617711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6617709.500000 Penalty: 5422.812500
	Iteration 37Q: 3 clusters Score -6617710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6617718.000000 Penalty: 5422.812500
	Iteration 38Q: 3 clusters Score -6617718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6617720.000000 Penalty: 5422.812500
	Iteration 39Q: 3 clusters Score -6617720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6617716.000000 Penalty: 5422.812500
	Iteration 40F: 3 clusters Score -6617716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6617717.500000 Penalty: 5422.812500
	Iteration 41Q: 3 clusters Score -6617718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6617715.500000 Penalty: 5422.812500
	Iteration 42Q: 3 clusters Score -6617716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6617716.000000 Penalty: 5422.812500
	Iteration 43Q: 3 clusters Score -6617716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6617720.500000 Penalty: 5422.812500
	Iteration 44Q: 3 clusters Score -6617720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6617723.000000 Penalty: 5422.812500
	Iteration 45Q: 3 clusters Score -6617723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6617721.000000 Penalty: 5422.812500
	Iteration 46Q: 3 clusters Score -6617721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6617721.000000 Penalty: 5422.812500
	Iteration 47F: 3 clusters Score -6617721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Entering Unmasked Estep 
Score: -10994030.000000 Penalty: 2836.187256
	Iteration 0F: 2 clusters Score -1.099403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -10932044.000000 Penalty: 5672.374512
	Iteration 0F: 3 clusters Score -1.093204e+07 nChanged 43698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10956956.000000 Penalty: 5672.374512
	Iteration 1F: 3 clusters Score -1.095696e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -10957635.000000 Penalty: 5672.374512
	Iteration 2Q: 3 clusters Score -1.095764e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -10958299.000000 Penalty: 5672.374512
	Iteration 3Q: 3 clusters Score -1.09583e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -10959203.000000 Penalty: 5672.374512
	Iteration 4Q: 3 clusters Score -1.09592e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -10960203.000000 Penalty: 5672.374512
	Iteration 5Q: 3 clusters Score -1.09602e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -10961365.000000 Penalty: 5672.374512
	Iteration 6Q: 3 clusters Score -1.096136e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -10963281.000000 Penalty: 5672.374512
	Iteration 7Q: 3 clusters Score -1.096328e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -10965896.000000 Penalty: 5672.374512
	Iteration 8F: 3 clusters Score -1.09659e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -10969578.000000 Penalty: 5672.374512
	Iteration 9F: 3 clusters Score -1.096958e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -10974512.000000 Penalty: 5672.374512
	Iteration 10F: 3 clusters Score -1.097451e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -10979783.000000 Penalty: 5672.374512
	Iteration 11F: 3 clusters Score -1.097978e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -10983065.000000 Penalty: 5672.374512
	Iteration 12F: 3 clusters Score -1.098306e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -10984545.000000 Penalty: 5672.374512
	Iteration 13Q: 3 clusters Score -1.098454e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -10985293.000000 Penalty: 5672.374512
	Iteration 14Q: 3 clusters Score -1.098529e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -10985829.000000 Penalty: 5672.374512
	Iteration 15Q: 3 clusters Score -1.098583e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -10986453.000000 Penalty: 5672.374512
	Iteration 16Q: 3 clusters Score -1.098645e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -10986955.000000 Penalty: 5672.374512
	Iteration 17Q: 3 clusters Score -1.098696e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -10987368.000000 Penalty: 5672.374512
	Iteration 18Q: 3 clusters Score -1.098737e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -10987666.000000 Penalty: 5672.374512
	Iteration 19Q: 3 clusters Score -1.098767e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -10987962.000000 Penalty: 5672.374512
	Iteration 20F: 3 clusters Score -1.098796e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -10988254.000000 Penalty: 5672.374512
	Iteration 21Q: 3 clusters Score -1.098825e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -10988499.000000 Penalty: 5672.374512
	Iteration 22Q: 3 clusters Score -1.09885e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -10988819.000000 Penalty: 5672.374512
	Iteration 23Q: 3 clusters Score -1.098882e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -10989060.000000 Penalty: 5672.374512
	Iteration 24Q: 3 clusters Score -1.098906e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10989273.000000 Penalty: 5672.374512
	Iteration 25Q: 3 clusters Score -1.098927e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -10989574.000000 Penalty: 5672.374512
	Iteration 26Q: 3 clusters Score -1.098957e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 81121 members 
Entering Unmasked Estep 
Score: -10989742.000000 Penalty: 5672.374512
	Iteration 27Q: 3 clusters Score -1.098974e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 81839 members 
Entering Unmasked Estep 
Score: -10989921.000000 Penalty: 5672.374512
	Iteration 28Q: 3 clusters Score -1.098992e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -10990107.000000 Penalty: 5672.374512
	Iteration 29Q: 3 clusters Score -1.099011e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -10990274.000000 Penalty: 5672.374512
	Iteration 30Q: 3 clusters Score -1.099027e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -10990471.000000 Penalty: 5672.374512
	Iteration 31Q: 3 clusters Score -1.099047e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -10990586.000000 Penalty: 5672.374512
	Iteration 32Q: 3 clusters Score -1.099059e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10990734.000000 Penalty: 5672.374512
	Iteration 33Q: 3 clusters Score -1.099073e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -10990820.000000 Penalty: 5672.374512
	Iteration 34Q: 3 clusters Score -1.099082e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 85637 members 
Entering Unmasked Estep 
Score: -10990940.000000 Penalty: 5672.374512
	Iteration 35Q: 3 clusters Score -1.099094e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -10991090.000000 Penalty: 5672.374512
	Iteration 36Q: 3 clusters Score -1.099109e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -10991183.000000 Penalty: 5672.374512
	Iteration 37Q: 3 clusters Score -1.099118e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -10991259.000000 Penalty: 5672.374512
	Iteration 38Q: 3 clusters Score -1.099126e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -10991335.000000 Penalty: 5672.374512
	Iteration 39Q: 3 clusters Score -1.099134e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -10991374.000000 Penalty: 5672.374512
	Iteration 40F: 3 clusters Score -1.099137e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -10991400.000000 Penalty: 5672.374512
	Iteration 41Q: 3 clusters Score -1.09914e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -10991444.000000 Penalty: 5672.374512
	Iteration 42Q: 3 clusters Score -1.099144e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -10991464.000000 Penalty: 5672.374512
	Iteration 43Q: 3 clusters Score -1.099146e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -10991506.000000 Penalty: 5672.374512
	Iteration 44Q: 3 clusters Score -1.099151e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -10991534.000000 Penalty: 5672.374512
	Iteration 45Q: 3 clusters Score -1.099153e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10991524.000000 Penalty: 5672.374512
	Iteration 46Q: 3 clusters Score -1.099152e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -10991550.000000 Penalty: 5672.374512
	Iteration 47Q: 3 clusters Score -1.099155e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -10991550.000000 Penalty: 5672.374512
	Iteration 48Q: 3 clusters Score -1.099155e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -10991574.000000 Penalty: 5672.374512
	Iteration 49Q: 3 clusters Score -1.099157e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -10991586.000000 Penalty: 5672.374512
	Iteration 50Q: 3 clusters Score -1.099159e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -10991619.000000 Penalty: 5672.374512
	Iteration 51Q: 3 clusters Score -1.099162e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -10991655.000000 Penalty: 5672.374512
	Iteration 52Q: 3 clusters Score -1.099166e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -10991664.000000 Penalty: 5672.374512
	Iteration 53Q: 3 clusters Score -1.099166e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -10991681.000000 Penalty: 5672.374512
	Iteration 54Q: 3 clusters Score -1.099168e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -10991721.000000 Penalty: 5672.374512
	Iteration 55Q: 3 clusters Score -1.099172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -10991719.000000 Penalty: 5672.374512
	Iteration 56Q: 3 clusters Score -1.099172e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -10991716.000000 Penalty: 5672.374512
	Iteration 57Q: 3 clusters Score -1.099172e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -10991755.000000 Penalty: 5672.374512
	Iteration 58Q: 3 clusters Score -1.099176e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -10991758.000000 Penalty: 5672.374512
	Iteration 59Q: 3 clusters Score -1.099176e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -10991740.000000 Penalty: 5672.374512
	Iteration 60F: 3 clusters Score -1.099174e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -10991765.000000 Penalty: 5672.374512
	Iteration 61Q: 3 clusters Score -1.099176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -10991795.000000 Penalty: 5672.374512
	Iteration 62Q: 3 clusters Score -1.09918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -10991819.000000 Penalty: 5672.374512
	Iteration 63Q: 3 clusters Score -1.099182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -10991829.000000 Penalty: 5672.374512
	Iteration 64Q: 3 clusters Score -1.099183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -10991818.000000 Penalty: 5672.374512
	Iteration 65Q: 3 clusters Score -1.099182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -10991838.000000 Penalty: 5672.374512
	Iteration 66Q: 3 clusters Score -1.099184e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -10991839.000000 Penalty: 5672.374512
	Iteration 67Q: 3 clusters Score -1.099184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -10991865.000000 Penalty: 5672.374512
	Iteration 68Q: 3 clusters Score -1.099186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -10991882.000000 Penalty: 5672.374512
	Iteration 69Q: 3 clusters Score -1.099188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -10991873.000000 Penalty: 5672.374512
	Iteration 70Q: 3 clusters Score -1.099187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -10991880.000000 Penalty: 5672.374512
	Iteration 71Q: 3 clusters Score -1.099188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -10991877.000000 Penalty: 5672.374512
	Iteration 72Q: 3 clusters Score -1.099188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -10991872.000000 Penalty: 5672.374512
	Iteration 73Q: 3 clusters Score -1.099187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -10991899.000000 Penalty: 5672.374512
	Iteration 74Q: 3 clusters Score -1.09919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -10991904.000000 Penalty: 5672.374512
	Iteration 75Q: 3 clusters Score -1.09919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -10991883.000000 Penalty: 5672.374512
	Iteration 76Q: 3 clusters Score -1.099188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -10991874.000000 Penalty: 5672.374512
	Iteration 77Q: 3 clusters Score -1.099187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -10991880.000000 Penalty: 5672.374512
	Iteration 78Q: 3 clusters Score -1.099188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -10991886.000000 Penalty: 5672.374512
	Iteration 79Q: 3 clusters Score -1.099189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10991883.000000 Penalty: 5672.374512
	Iteration 80F: 3 clusters Score -1.099188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -10991880.000000 Penalty: 5672.374512
	Iteration 81Q: 3 clusters Score -1.099188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -10991912.000000 Penalty: 5672.374512
	Iteration 82Q: 3 clusters Score -1.099191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -10991900.000000 Penalty: 5672.374512
	Iteration 83Q: 3 clusters Score -1.09919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -10991898.000000 Penalty: 5672.374512
	Iteration 84Q: 3 clusters Score -1.09919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -10991903.000000 Penalty: 5672.374512
	Iteration 85Q: 3 clusters Score -1.09919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -10991906.000000 Penalty: 5672.374512
	Iteration 86Q: 3 clusters Score -1.099191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -10991899.000000 Penalty: 5672.374512
	Iteration 87Q: 3 clusters Score -1.09919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -10991903.000000 Penalty: 5672.374512
	Iteration 88Q: 3 clusters Score -1.09919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -10991906.000000 Penalty: 5672.374512
	Iteration 89Q: 3 clusters Score -1.099191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -10991913.000000 Penalty: 5672.374512
	Iteration 90Q: 3 clusters Score -1.099191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -10991914.000000 Penalty: 5672.374512
	Iteration 91Q: 3 clusters Score -1.099191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -10991916.000000 Penalty: 5672.374512
	Iteration 92Q: 3 clusters Score -1.099192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -10991905.000000 Penalty: 5672.374512
	Iteration 93Q: 3 clusters Score -1.09919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -10991904.000000 Penalty: 5672.374512
	Iteration 94Q: 3 clusters Score -1.09919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -10991902.000000 Penalty: 5672.374512
	Iteration 95Q: 3 clusters Score -1.09919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -10991911.000000 Penalty: 5672.374512
	Iteration 96Q: 3 clusters Score -1.099191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -10991911.000000 Penalty: 5672.374512
	Iteration 97F: 3 clusters Score -1.099191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Entering Unmasked Estep 
Score: -9392251.000000 Penalty: 2796.878174
	Iteration 0F: 2 clusters Score -9392251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -9339294.000000 Penalty: 5593.756348
	Iteration 0F: 3 clusters Score -9339294 nChanged 37149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -9360245.000000 Penalty: 5593.756348
	Iteration 1F: 3 clusters Score -9360245 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -9360868.000000 Penalty: 5593.756348
	Iteration 2Q: 3 clusters Score -9360868 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -9361546.000000 Penalty: 5593.756348
	Iteration 3Q: 3 clusters Score -9361546 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -9362256.000000 Penalty: 5593.756348
	Iteration 4Q: 3 clusters Score -9362256 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -9363286.000000 Penalty: 5593.756348
	Iteration 5Q: 3 clusters Score -9363286 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -9364703.000000 Penalty: 5593.756348
	Iteration 6Q: 3 clusters Score -9364703 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9366809.000000 Penalty: 5593.756348
	Iteration 7Q: 3 clusters Score -9366809 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -9369956.000000 Penalty: 5593.756348
	Iteration 8F: 3 clusters Score -9369956 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -9374216.000000 Penalty: 5593.756348
	Iteration 9F: 3 clusters Score -9374216 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -9378656.000000 Penalty: 5593.756348
	Iteration 10F: 3 clusters Score -9378656 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -9381737.000000 Penalty: 5593.756348
	Iteration 11F: 3 clusters Score -9381737 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -9383057.000000 Penalty: 5593.756348
	Iteration 12Q: 3 clusters Score -9383057 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -9383705.000000 Penalty: 5593.756348
	Iteration 13Q: 3 clusters Score -9383705 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -9384287.000000 Penalty: 5593.756348
	Iteration 14Q: 3 clusters Score -9384287 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9384740.000000 Penalty: 5593.756348
	Iteration 15Q: 3 clusters Score -9384740 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -9385085.000000 Penalty: 5593.756348
	Iteration 16Q: 3 clusters Score -9385085 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9385400.000000 Penalty: 5593.756348
	Iteration 17Q: 3 clusters Score -9385400 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -9385748.000000 Penalty: 5593.756348
	Iteration 18Q: 3 clusters Score -9385748 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -9386038.000000 Penalty: 5593.756348
	Iteration 19Q: 3 clusters Score -9386038 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -9386238.000000 Penalty: 5593.756348
	Iteration 20F: 3 clusters Score -9386238 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -9386489.000000 Penalty: 5593.756348
	Iteration 21Q: 3 clusters Score -9386489 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -9386693.000000 Penalty: 5593.756348
	Iteration 22Q: 3 clusters Score -9386693 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -9386837.000000 Penalty: 5593.756348
	Iteration 23Q: 3 clusters Score -9386837 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -9387012.000000 Penalty: 5593.756348
	Iteration 24Q: 3 clusters Score -9387012 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -9387162.000000 Penalty: 5593.756348
	Iteration 25Q: 3 clusters Score -9387162 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -9387286.000000 Penalty: 5593.756348
	Iteration 26Q: 3 clusters Score -9387286 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -9387411.000000 Penalty: 5593.756348
	Iteration 27Q: 3 clusters Score -9387411 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -9387571.000000 Penalty: 5593.756348
	Iteration 28Q: 3 clusters Score -9387571 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -9387751.000000 Penalty: 5593.756348
	Iteration 29Q: 3 clusters Score -9387751 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -9387955.000000 Penalty: 5593.756348
	Iteration 30Q: 3 clusters Score -9387955 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -9388112.000000 Penalty: 5593.756348
	Iteration 31Q: 3 clusters Score -9388112 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -9388262.000000 Penalty: 5593.756348
	Iteration 32Q: 3 clusters Score -9388262 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -9388423.000000 Penalty: 5593.756348
	Iteration 33Q: 3 clusters Score -9388423 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -9388551.000000 Penalty: 5593.756348
	Iteration 34Q: 3 clusters Score -9388551 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -9388642.000000 Penalty: 5593.756348
	Iteration 35Q: 3 clusters Score -9388642 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -9388760.000000 Penalty: 5593.756348
	Iteration 36Q: 3 clusters Score -9388760 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -9388895.000000 Penalty: 5593.756348
	Iteration 37Q: 3 clusters Score -9388895 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -9389041.000000 Penalty: 5593.756348
	Iteration 38Q: 3 clusters Score -9389041 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -9389163.000000 Penalty: 5593.756348
	Iteration 39Q: 3 clusters Score -9389163 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -9389285.000000 Penalty: 5593.756348
	Iteration 40F: 3 clusters Score -9389285 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -9389355.000000 Penalty: 5593.756348
	Iteration 41Q: 3 clusters Score -9389355 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9389452.000000 Penalty: 5593.756348
	Iteration 42Q: 3 clusters Score -9389452 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -9389540.000000 Penalty: 5593.756348
	Iteration 43Q: 3 clusters Score -9389540 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -9389597.000000 Penalty: 5593.756348
	Iteration 44Q: 3 clusters Score -9389597 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9389630.000000 Penalty: 5593.756348
	Iteration 45Q: 3 clusters Score -9389630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9389704.000000 Penalty: 5593.756348
	Iteration 46Q: 3 clusters Score -9389704 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -9389796.000000 Penalty: 5593.756348
	Iteration 47Q: 3 clusters Score -9389796 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -9389812.000000 Penalty: 5593.756348
	Iteration 48Q: 3 clusters Score -9389812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9389880.000000 Penalty: 5593.756348
	Iteration 49Q: 3 clusters Score -9389880 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -9389919.000000 Penalty: 5593.756348
	Iteration 50Q: 3 clusters Score -9389919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9389953.000000 Penalty: 5593.756348
	Iteration 51Q: 3 clusters Score -9389953 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -9390025.000000 Penalty: 5593.756348
	Iteration 52Q: 3 clusters Score -9390025 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -9390045.000000 Penalty: 5593.756348
	Iteration 53Q: 3 clusters Score -9390045 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -9390074.000000 Penalty: 5593.756348
	Iteration 54Q: 3 clusters Score -9390074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9390138.000000 Penalty: 5593.756348
	Iteration 55Q: 3 clusters Score -9390138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9390171.000000 Penalty: 5593.756348
	Iteration 56Q: 3 clusters Score -9390171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9390217.000000 Penalty: 5593.756348
	Iteration 57Q: 3 clusters Score -9390217 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9390269.000000 Penalty: 5593.756348
	Iteration 58Q: 3 clusters Score -9390269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9390280.000000 Penalty: 5593.756348
	Iteration 59Q: 3 clusters Score -9390280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9390320.000000 Penalty: 5593.756348
	Iteration 60F: 3 clusters Score -9390320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9390317.000000 Penalty: 5593.756348
	Iteration 61Q: 3 clusters Score -9390317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9390334.000000 Penalty: 5593.756348
	Iteration 62Q: 3 clusters Score -9390334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9390353.000000 Penalty: 5593.756348
	Iteration 63Q: 3 clusters Score -9390353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9390384.000000 Penalty: 5593.756348
	Iteration 64Q: 3 clusters Score -9390384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9390372.000000 Penalty: 5593.756348
	Iteration 65Q: 3 clusters Score -9390372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9390368.000000 Penalty: 5593.756348
	Iteration 66Q: 3 clusters Score -9390368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9390380.000000 Penalty: 5593.756348
	Iteration 67Q: 3 clusters Score -9390380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9390366.000000 Penalty: 5593.756348
	Iteration 68Q: 3 clusters Score -9390366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9390386.000000 Penalty: 5593.756348
	Iteration 69Q: 3 clusters Score -9390386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9390401.000000 Penalty: 5593.756348
	Iteration 70Q: 3 clusters Score -9390401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9390398.000000 Penalty: 5593.756348
	Iteration 71Q: 3 clusters Score -9390398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9390384.000000 Penalty: 5593.756348
	Iteration 72Q: 3 clusters Score -9390384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9390411.000000 Penalty: 5593.756348
	Iteration 73Q: 3 clusters Score -9390411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9390414.000000 Penalty: 5593.756348
	Iteration 74Q: 3 clusters Score -9390414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9390399.000000 Penalty: 5593.756348
	Iteration 75Q: 3 clusters Score -9390399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9390414.000000 Penalty: 5593.756348
	Iteration 76Q: 3 clusters Score -9390414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9390417.000000 Penalty: 5593.756348
	Iteration 77Q: 3 clusters Score -9390417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9390426.000000 Penalty: 5593.756348
	Iteration 78Q: 3 clusters Score -9390426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9390423.000000 Penalty: 5593.756348
	Iteration 79Q: 3 clusters Score -9390423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9390424.000000 Penalty: 5593.756348
	Iteration 80F: 3 clusters Score -9390424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9390433.000000 Penalty: 5593.756348
	Iteration 81Q: 3 clusters Score -9390433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9390429.000000 Penalty: 5593.756348
	Iteration 82Q: 3 clusters Score -9390429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9390427.000000 Penalty: 5593.756348
	Iteration 83Q: 3 clusters Score -9390427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9390430.000000 Penalty: 5593.756348
	Iteration 84Q: 3 clusters Score -9390430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9390421.000000 Penalty: 5593.756348
	Iteration 85Q: 3 clusters Score -9390421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -9390420.000000 Penalty: 5593.756348
	Iteration 86Q: 3 clusters Score -9390420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9390426.000000 Penalty: 5593.756348
	Iteration 87Q: 3 clusters Score -9390426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9390424.000000 Penalty: 5593.756348
	Iteration 88Q: 3 clusters Score -9390424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9390425.000000 Penalty: 5593.756348
	Iteration 89Q: 3 clusters Score -9390425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9390427.000000 Penalty: 5593.756348
	Iteration 90Q: 3 clusters Score -9390427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9390428.000000 Penalty: 5593.756348
	Iteration 91Q: 3 clusters Score -9390428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9390428.000000 Penalty: 5593.756348
	Iteration 92F: 3 clusters Score -9390428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 98815 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189819 members 
Mstep: Class 9 contains 3827 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180361 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 67319 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 188148 members 
Mstep: Class 16 contains 55999 members 
Mstep: Class 17 contains 92618 members 
Mstep: Class 19 contains 79042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 19 clusters Score -1.180538e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19638 members 
Mstep: Class 5 contains 98841 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189819 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180339 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 67316 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 188133 members 
Mstep: Class 16 contains 55994 members 
Mstep: Class 17 contains 92569 members 
Mstep: Class 19 contains 79035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 19 clusters Score -1.180539e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 98892 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189805 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180294 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 67317 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 188121 members 
Mstep: Class 16 contains 55990 members 
Mstep: Class 17 contains 92524 members 
Mstep: Class 19 contains 79028 members 
Entering Unmasked Estep 
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Iteration 161Q: 19 clusters Score -1.180537e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19768 members 
Mstep: Class 5 contains 98952 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189804 members 
Mstep: Class 9 contains 3818 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180252 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 67321 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 188100 members 
Mstep: Class 16 contains 55986 members 
Mstep: Class 17 contains 92475 members 
Mstep: Class 19 contains 79025 members 
Entering Unmasked Estep 
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Iteration 162Q: 19 clusters Score -1.180537e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19830 members 
Mstep: Class 5 contains 99021 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189811 members 
Mstep: Class 9 contains 3815 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 180200 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 67320 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 188075 members 
Mstep: Class 16 contains 55981 members 
Mstep: Class 17 contains 92417 members 
Mstep: Class 19 contains 79027 members 
Entering Unmasked Estep 
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Iteration 163Q: 19 clusters Score -1.180538e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19897 members 
Mstep: Class 5 contains 99115 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189814 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180139 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 67316 members 
Mstep: Class 14 contains 1042 members 
Mstep: Class 15 contains 188038 members 
Mstep: Class 16 contains 55976 members 
Mstep: Class 17 contains 92367 members 
Mstep: Class 19 contains 79026 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -1.18054e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 19963 members 
Mstep: Class 5 contains 99220 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189806 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180086 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 188000 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 92313 members 
Mstep: Class 19 contains 79020 members 
Entering Unmasked Estep 
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Iteration 165Q: 19 clusters Score -1.180538e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 20035 members 
Mstep: Class 5 contains 99324 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189771 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180053 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 67306 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 187956 members 
Mstep: Class 16 contains 55972 members 
Mstep: Class 17 contains 92260 members 
Mstep: Class 19 contains 79024 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -1.180539e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 20100 members 
Mstep: Class 5 contains 99437 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189750 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 180009 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 67303 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 187904 members 
Mstep: Class 16 contains 55971 members 
Mstep: Class 17 contains 92201 members 
Mstep: Class 19 contains 79030 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -1.180539e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 20169 members 
Mstep: Class 5 contains 99522 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 189735 members 
Mstep: Class 9 contains 3781 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179963 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 67296 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 187867 members 
Mstep: Class 16 contains 55971 members 
Mstep: Class 17 contains 92155 members 
Mstep: Class 19 contains 79032 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -1.180538e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20242 members 
Mstep: Class 5 contains 99583 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 189734 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179916 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 67293 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 187831 members 
Mstep: Class 16 contains 55972 members 
Mstep: Class 17 contains 92105 members 
Mstep: Class 19 contains 79037 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -1.180538e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20310 members 
Mstep: Class 5 contains 99635 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 189733 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179893 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 67298 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 187790 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 92050 members 
Mstep: Class 19 contains 79036 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -1.180538e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20390 members 
Mstep: Class 5 contains 99672 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 189734 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179878 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 187743 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 92001 members 
Mstep: Class 19 contains 79027 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -1.180538e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20450 members 
Mstep: Class 5 contains 99748 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189729 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179862 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 67325 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 187688 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 91951 members 
Mstep: Class 19 contains 79010 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -1.180539e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20528 members 
Mstep: Class 5 contains 99803 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189714 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179866 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 187634 members 
Mstep: Class 16 contains 55972 members 
Mstep: Class 17 contains 91897 members 
Mstep: Class 19 contains 78997 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -1.180539e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20601 members 
Mstep: Class 5 contains 99850 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189708 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179856 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 67336 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 187590 members 
Mstep: Class 16 contains 55970 members 
Mstep: Class 17 contains 91840 members 
Mstep: Class 19 contains 78992 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -1.180539e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20668 members 
Mstep: Class 5 contains 99955 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189682 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179827 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 67338 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 187533 members 
Mstep: Class 16 contains 55971 members 
Mstep: Class 17 contains 91780 members 
Mstep: Class 19 contains 78987 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -1.180541e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20729 members 
Mstep: Class 5 contains 100060 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189659 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179813 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 67340 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 187477 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 91720 members 
Mstep: Class 19 contains 78969 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -1.18054e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20811 members 
Mstep: Class 5 contains 100137 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189651 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179800 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 67351 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187407 members 
Mstep: Class 16 contains 55973 members 
Mstep: Class 17 contains 91662 members 
Mstep: Class 19 contains 78953 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -1.180539e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20901 members 
Mstep: Class 5 contains 100230 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 189639 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179772 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 67349 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187351 members 
Mstep: Class 16 contains 55968 members 
Mstep: Class 17 contains 91607 members 
Mstep: Class 19 contains 78933 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -1.180538e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 20986 members 
Mstep: Class 5 contains 100317 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 189648 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179729 members 
Mstep: Class 12 contains 6685 members 
Mstep: Class 13 contains 67354 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187300 members 
Mstep: Class 16 contains 55961 members 
Mstep: Class 17 contains 91536 members 
Mstep: Class 19 contains 78924 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -1.180539e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 21083 members 
Mstep: Class 5 contains 100376 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 189645 members 
Mstep: Class 9 contains 3724 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179681 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 67350 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187269 members 
Mstep: Class 16 contains 55956 members 
Mstep: Class 17 contains 91483 members 
Mstep: Class 19 contains 78915 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -1.18054e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 100443 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 189637 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179637 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 67347 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187236 members 
Mstep: Class 16 contains 55957 members 
Mstep: Class 17 contains 91409 members 
Mstep: Class 19 contains 78910 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -1.180541e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 21279 members 
Mstep: Class 5 contains 100509 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 189637 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179604 members 
Mstep: Class 12 contains 6679 members 
Mstep: Class 13 contains 67347 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187208 members 
Mstep: Class 16 contains 55954 members 
Mstep: Class 17 contains 91338 members 
Mstep: Class 19 contains 78889 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -1.180541e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 21384 members 
Mstep: Class 5 contains 100570 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 189619 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179557 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 67356 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187195 members 
Mstep: Class 16 contains 55951 members 
Mstep: Class 17 contains 91267 members 
Mstep: Class 19 contains 78871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 19 clusters Score -1.180542e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 21477 members 
Mstep: Class 5 contains 100645 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 189598 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179510 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 67358 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187182 members 
Mstep: Class 16 contains 55951 members 
Mstep: Class 17 contains 91202 members 
Mstep: Class 19 contains 78860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054216.000000 Penalty: 61757.199219
Iteration 184Q: 19 clusters Score -1.180542e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 5 contains 100737 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 189571 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179464 members 
Mstep: Class 12 contains 6675 members 
Mstep: Class 13 contains 67354 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187171 members 
Mstep: Class 16 contains 55946 members 
Mstep: Class 17 contains 91127 members 
Mstep: Class 19 contains 78841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054168.000000 Penalty: 61757.199219
Iteration 185Q: 19 clusters Score -1.180542e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 21677 members 
Mstep: Class 5 contains 100815 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 189548 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179415 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 67343 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 187174 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 91050 members 
Mstep: Class 19 contains 78827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054352.000000 Penalty: 61757.199219
Iteration 186Q: 19 clusters Score -1.180544e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 21787 members 
Mstep: Class 5 contains 100869 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 189534 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179384 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 67336 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 187165 members 
Mstep: Class 16 contains 55942 members 
Mstep: Class 17 contains 90972 members 
Mstep: Class 19 contains 78807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054360.000000 Penalty: 61757.199219
Iteration 187Q: 19 clusters Score -1.180544e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 21890 members 
Mstep: Class 5 contains 100942 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 189500 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179360 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 67330 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 187168 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 90878 members 
Mstep: Class 19 contains 78791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 61757.199219
Iteration 188Q: 19 clusters Score -1.180543e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 101009 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 189487 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179336 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 67334 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187148 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 17 contains 90791 members 
Mstep: Class 19 contains 78762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054400.000000 Penalty: 61757.199219
Iteration 189Q: 19 clusters Score -1.180544e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 22110 members 
Mstep: Class 5 contains 101080 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 189468 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179299 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187133 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 90728 members 
Mstep: Class 19 contains 78738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054480.000000 Penalty: 61757.199219
Iteration 190Q: 19 clusters Score -1.180545e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 22220 members 
Mstep: Class 5 contains 101120 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 189436 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179305 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 187128 members 
Mstep: Class 16 contains 55937 members 
Mstep: Class 17 contains 90668 members 
Mstep: Class 19 contains 78718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054488.000000 Penalty: 61757.199219
Iteration 191Q: 19 clusters Score -1.180545e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 101185 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189400 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179287 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 67293 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 187115 members 
Mstep: Class 16 contains 55934 members 
Mstep: Class 17 contains 90624 members 
Mstep: Class 19 contains 78693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054384.000000 Penalty: 61757.199219
Iteration 192Q: 19 clusters Score -1.180544e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22414 members 
Mstep: Class 5 contains 101265 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189368 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179256 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 67272 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 187091 members 
Mstep: Class 16 contains 55929 members 
Mstep: Class 17 contains 90569 members 
Mstep: Class 19 contains 78684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054400.000000 Penalty: 61757.199219
Iteration 193Q: 19 clusters Score -1.180544e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22503 members 
Mstep: Class 5 contains 101363 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189333 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179225 members 
Mstep: Class 12 contains 6655 members 
Mstep: Class 13 contains 67264 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 187055 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 90515 members 
Mstep: Class 19 contains 78670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054440.000000 Penalty: 61757.199219
Iteration 194Q: 19 clusters Score -1.180544e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22605 members 
Mstep: Class 5 contains 101435 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189297 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179202 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 67251 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 187036 members 
Mstep: Class 16 contains 55920 members 
Mstep: Class 17 contains 90458 members 
Mstep: Class 19 contains 78652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054488.000000 Penalty: 61757.199219
Iteration 195Q: 19 clusters Score -1.180545e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22703 members 
Mstep: Class 5 contains 101533 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189255 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179184 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 67236 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 187014 members 
Mstep: Class 16 contains 55919 members 
Mstep: Class 17 contains 90387 members 
Mstep: Class 19 contains 78632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054432.000000 Penalty: 61757.199219
Iteration 196Q: 19 clusters Score -1.180544e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 22805 members 
Mstep: Class 5 contains 101634 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 189216 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179172 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 67214 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 186985 members 
Mstep: Class 16 contains 55919 members 
Mstep: Class 17 contains 90324 members 
Mstep: Class 19 contains 78600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054584.000000 Penalty: 61757.199219
Iteration 197Q: 19 clusters Score -1.180546e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 22911 members 
Mstep: Class 5 contains 101733 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 189175 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179164 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 67197 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 186957 members 
Mstep: Class 16 contains 55919 members 
Mstep: Class 17 contains 90248 members 
Mstep: Class 19 contains 78564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054664.000000 Penalty: 61757.199219
Iteration 198Q: 19 clusters Score -1.180547e+08 nChanged 551
Entering ConstructFrom: 
Score: -118054664.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -2261681.750000 Penalty: 2448.625977
	Iteration 0F: 2 clusters Score -2261682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2248027.750000 Penalty: 4897.251953
	Iteration 0F: 3 clusters Score -2248028 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2252741.750000 Penalty: 4897.251953
	Iteration 1F: 3 clusters Score -2252742 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2253289.250000 Penalty: 4897.251953
	Iteration 2F: 3 clusters Score -2253289 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2253883.500000 Penalty: 4897.251953
	Iteration 3F: 3 clusters Score -2253884 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2254589.250000 Penalty: 4897.251953
	Iteration 4F: 3 clusters Score -2254589 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2255421.250000 Penalty: 4897.251953
	Iteration 5F: 3 clusters Score -2255421 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2256281.000000 Penalty: 4897.251953
	Iteration 6F: 3 clusters Score -2256281 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2257113.750000 Penalty: 4897.251953
	Iteration 7F: 3 clusters Score -2257114 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2257852.000000 Penalty: 4897.251953
	Iteration 8F: 3 clusters Score -2257852 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2258415.250000 Penalty: 4897.251953
	Iteration 9Q: 3 clusters Score -2258415 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2258819.500000 Penalty: 4897.251953
	Iteration 10Q: 3 clusters Score -2258820 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2259188.750000 Penalty: 4897.251953
	Iteration 11Q: 3 clusters Score -2259189 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2259508.000000 Penalty: 4897.251953
	Iteration 12Q: 3 clusters Score -2259508 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2259776.750000 Penalty: 4897.251953
	Iteration 13Q: 3 clusters Score -2259777 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2259988.000000 Penalty: 4897.251953
	Iteration 14Q: 3 clusters Score -2259988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2260099.500000 Penalty: 4897.251953
	Iteration 15Q: 3 clusters Score -2260100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2260166.000000 Penalty: 4897.251953
	Iteration 16Q: 3 clusters Score -2260166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2260220.750000 Penalty: 4897.251953
	Iteration 17Q: 3 clusters Score -2260221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2260261.000000 Penalty: 4897.251953
	Iteration 18Q: 3 clusters Score -2260261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2260282.000000 Penalty: 4897.251953
	Iteration 19Q: 3 clusters Score -2260282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2260293.000000 Penalty: 4897.251953
	Iteration 20F: 3 clusters Score -2260293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2260297.000000 Penalty: 4897.251953
	Iteration 21Q: 3 clusters Score -2260297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2260305.250000 Penalty: 4897.251953
	Iteration 22Q: 3 clusters Score -2260305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2260309.000000 Penalty: 4897.251953
	Iteration 23Q: 3 clusters Score -2260309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2260314.250000 Penalty: 4897.251953
	Iteration 24Q: 3 clusters Score -2260314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2260316.000000 Penalty: 4897.251953
	Iteration 25Q: 3 clusters Score -2260316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2260323.500000 Penalty: 4897.251953
	Iteration 26Q: 3 clusters Score -2260324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2260328.250000 Penalty: 4897.251953
	Iteration 27Q: 3 clusters Score -2260328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2260323.250000 Penalty: 4897.251953
	Iteration 28Q: 3 clusters Score -2260323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2260327.000000 Penalty: 4897.251953
	Iteration 29Q: 3 clusters Score -2260327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2260329.250000 Penalty: 4897.251953
	Iteration 30Q: 3 clusters Score -2260329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2260330.000000 Penalty: 4897.251953
	Iteration 31Q: 3 clusters Score -2260330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2260331.500000 Penalty: 4897.251953
	Iteration 32Q: 3 clusters Score -2260332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2260328.750000 Penalty: 4897.251953
	Iteration 33Q: 3 clusters Score -2260329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2260334.000000 Penalty: 4897.251953
	Iteration 34Q: 3 clusters Score -2260334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2260333.750000 Penalty: 4897.251953
	Iteration 35Q: 3 clusters Score -2260334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2260336.500000 Penalty: 4897.251953
	Iteration 36Q: 3 clusters Score -2260336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2260336.500000 Penalty: 4897.251953
	Iteration 37Q: 3 clusters Score -2260336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2260337.000000 Penalty: 4897.251953
	Iteration 38Q: 3 clusters Score -2260337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2260336.000000 Penalty: 4897.251953
	Iteration 39Q: 3 clusters Score -2260336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2260336.250000 Penalty: 4897.251953
	Iteration 40F: 3 clusters Score -2260336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2260334.250000 Penalty: 4897.251953
	Iteration 41Q: 3 clusters Score -2260334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2260332.500000 Penalty: 4897.251953
	Iteration 42Q: 3 clusters Score -2260332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2260336.000000 Penalty: 4897.251953
	Iteration 43Q: 3 clusters Score -2260336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2260336.750000 Penalty: 4897.251953
	Iteration 44Q: 3 clusters Score -2260337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2260337.000000 Penalty: 4897.251953
	Iteration 45Q: 3 clusters Score -2260337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2260337.000000 Penalty: 4897.251953
	Iteration 46F: 3 clusters Score -2260337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Entering Unmasked Estep 
Score: -983001.625000 Penalty: 2242.073486
	Iteration 0F: 2 clusters Score -983001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -976282.500000 Penalty: 4484.146973
	Iteration 0F: 3 clusters Score -976282.5 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -978099.250000 Penalty: 4484.146973
	Iteration 1F: 3 clusters Score -978099.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -978392.875000 Penalty: 4484.146973
	Iteration 2F: 3 clusters Score -978392.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -978602.812500 Penalty: 4484.146973
	Iteration 3F: 3 clusters Score -978602.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -978772.812500 Penalty: 4484.146973
	Iteration 4Q: 3 clusters Score -978772.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -978906.125000 Penalty: 4484.146973
	Iteration 5Q: 3 clusters Score -978906.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -979034.187500 Penalty: 4484.146973
	Iteration 6Q: 3 clusters Score -979034.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -979156.937500 Penalty: 4484.146973
	Iteration 7Q: 3 clusters Score -979156.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -979303.562500 Penalty: 4484.146973
	Iteration 8Q: 3 clusters Score -979303.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -979479.250000 Penalty: 4484.146973
	Iteration 9Q: 3 clusters Score -979479.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -979729.312500 Penalty: 4484.146973
	Iteration 10Q: 3 clusters Score -979729.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -980017.250000 Penalty: 4484.146973
	Iteration 11Q: 3 clusters Score -980017.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -980266.312500 Penalty: 4484.146973
	Iteration 12Q: 3 clusters Score -980266.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -980478.875000 Penalty: 4484.146973
	Iteration 13Q: 3 clusters Score -980478.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -980648.187500 Penalty: 4484.146973
	Iteration 14Q: 3 clusters Score -980648.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -980768.187500 Penalty: 4484.146973
	Iteration 15Q: 3 clusters Score -980768.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -980846.562500 Penalty: 4484.146973
	Iteration 16Q: 3 clusters Score -980846.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -980907.125000 Penalty: 4484.146973
	Iteration 17Q: 3 clusters Score -980907.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -980952.437500 Penalty: 4484.146973
	Iteration 18Q: 3 clusters Score -980952.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -980985.187500 Penalty: 4484.146973
	Iteration 19Q: 3 clusters Score -980985.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -981004.812500 Penalty: 4484.146973
	Iteration 20F: 3 clusters Score -981004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -981030.812500 Penalty: 4484.146973
	Iteration 21Q: 3 clusters Score -981030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -981055.312500 Penalty: 4484.146973
	Iteration 22Q: 3 clusters Score -981055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -981064.750000 Penalty: 4484.146973
	Iteration 23Q: 3 clusters Score -981064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -981080.812500 Penalty: 4484.146973
	Iteration 24Q: 3 clusters Score -981080.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -981095.187500 Penalty: 4484.146973
	Iteration 25Q: 3 clusters Score -981095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -981100.000000 Penalty: 4484.146973
	Iteration 26Q: 3 clusters Score -981100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -981100.937500 Penalty: 4484.146973
	Iteration 27Q: 3 clusters Score -981100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -981100.937500 Penalty: 4484.146973
	Iteration 28F: 3 clusters Score -981100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -144643.875000 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -144643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -142492.750000 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -142492.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142862.687500 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -142862.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143010.109375 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -143010.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -143142.734375 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -143142.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143295.500000 Penalty: 3579.123535
	Iteration 4F: 3 clusters Score -143295.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143480.937500 Penalty: 3579.123535
	Iteration 5F: 3 clusters Score -143480.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143631.500000 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -143631.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143765.734375 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -143765.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143914.109375 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -143914.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144007.109375 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -144007.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144050.453125 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -144050.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144084.953125 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -144085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144102.953125 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -144103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144112.031250 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -144112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144117.093750 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -144117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144120.750000 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -144120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144122.093750 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -144122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144122.093750 Penalty: 3579.123535
	Iteration 17F: 3 clusters Score -144122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Entering Unmasked Estep 
Score: -2609485.750000 Penalty: 2490.962891
	Iteration 0F: 2 clusters Score -2609486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2593367.750000 Penalty: 4981.925781
	Iteration 0F: 3 clusters Score -2593368 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2599037.500000 Penalty: 4981.925781
	Iteration 1F: 3 clusters Score -2599038 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2599765.250000 Penalty: 4981.925781
	Iteration 2F: 3 clusters Score -2599765 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2600740.750000 Penalty: 4981.925781
	Iteration 3F: 3 clusters Score -2600741 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2601992.750000 Penalty: 4981.925781
	Iteration 4F: 3 clusters Score -2601993 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2603384.750000 Penalty: 4981.925781
	Iteration 5F: 3 clusters Score -2603385 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2604792.750000 Penalty: 4981.925781
	Iteration 6F: 3 clusters Score -2604793 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2605970.500000 Penalty: 4981.925781
	Iteration 7F: 3 clusters Score -2605970 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2606880.500000 Penalty: 4981.925781
	Iteration 8F: 3 clusters Score -2606880 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2607517.500000 Penalty: 4981.925781
	Iteration 9Q: 3 clusters Score -2607518 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2607767.250000 Penalty: 4981.925781
	Iteration 10Q: 3 clusters Score -2607767 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2607861.750000 Penalty: 4981.925781
	Iteration 11Q: 3 clusters Score -2607862 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2607920.250000 Penalty: 4981.925781
	Iteration 12Q: 3 clusters Score -2607920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2607932.500000 Penalty: 4981.925781
	Iteration 13Q: 3 clusters Score -2607932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2607946.750000 Penalty: 4981.925781
	Iteration 14Q: 3 clusters Score -2607947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2607954.000000 Penalty: 4981.925781
	Iteration 15Q: 3 clusters Score -2607954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2607960.500000 Penalty: 4981.925781
	Iteration 16Q: 3 clusters Score -2607960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2607971.750000 Penalty: 4981.925781
	Iteration 17Q: 3 clusters Score -2607972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2607971.750000 Penalty: 4981.925781
	Iteration 18Q: 3 clusters Score -2607972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2607974.750000 Penalty: 4981.925781
	Iteration 19Q: 3 clusters Score -2607975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2607970.750000 Penalty: 4981.925781
	Iteration 20F: 3 clusters Score -2607971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2607987.000000 Penalty: 4981.925781
	Iteration 21Q: 3 clusters Score -2607987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2607983.000000 Penalty: 4981.925781
	Iteration 22Q: 3 clusters Score -2607983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2607991.250000 Penalty: 4981.925781
	Iteration 23Q: 3 clusters Score -2607991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2608003.250000 Penalty: 4981.925781
	Iteration 24Q: 3 clusters Score -2608003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2607993.000000 Penalty: 4981.925781
	Iteration 25Q: 3 clusters Score -2607993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2608001.250000 Penalty: 4981.925781
	Iteration 26Q: 3 clusters Score -2608001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2608001.500000 Penalty: 4981.925781
	Iteration 27Q: 3 clusters Score -2608002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2608003.750000 Penalty: 4981.925781
	Iteration 28Q: 3 clusters Score -2608004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2608002.750000 Penalty: 4981.925781
	Iteration 29Q: 3 clusters Score -2608003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2608015.500000 Penalty: 4981.925781
	Iteration 30Q: 3 clusters Score -2608016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2608015.750000 Penalty: 4981.925781
	Iteration 31Q: 3 clusters Score -2608016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2608020.250000 Penalty: 4981.925781
	Iteration 32Q: 3 clusters Score -2608020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2608023.750000 Penalty: 4981.925781
	Iteration 33Q: 3 clusters Score -2608024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2608025.250000 Penalty: 4981.925781
	Iteration 34Q: 3 clusters Score -2608025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2608036.000000 Penalty: 4981.925781
	Iteration 35Q: 3 clusters Score -2608036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2608036.750000 Penalty: 4981.925781
	Iteration 36Q: 3 clusters Score -2608037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2608041.500000 Penalty: 4981.925781
	Iteration 37Q: 3 clusters Score -2608042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2608045.250000 Penalty: 4981.925781
	Iteration 38Q: 3 clusters Score -2608045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2608051.000000 Penalty: 4981.925781
	Iteration 39Q: 3 clusters Score -2608051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2608057.500000 Penalty: 4981.925781
	Iteration 40F: 3 clusters Score -2608058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2608057.500000 Penalty: 4981.925781
	Iteration 41Q: 3 clusters Score -2608058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2608065.500000 Penalty: 4981.925781
	Iteration 42Q: 3 clusters Score -2608066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2608059.750000 Penalty: 4981.925781
	Iteration 43Q: 3 clusters Score -2608060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2608068.500000 Penalty: 4981.925781
	Iteration 44Q: 3 clusters Score -2608068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2608072.750000 Penalty: 4981.925781
	Iteration 45Q: 3 clusters Score -2608073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2608074.500000 Penalty: 4981.925781
	Iteration 46Q: 3 clusters Score -2608074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2608074.250000 Penalty: 4981.925781
	Iteration 47Q: 3 clusters Score -2608074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2608080.750000 Penalty: 4981.925781
	Iteration 48Q: 3 clusters Score -2608081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2608084.000000 Penalty: 4981.925781
	Iteration 49Q: 3 clusters Score -2608084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2608086.250000 Penalty: 4981.925781
	Iteration 50Q: 3 clusters Score -2608086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2608091.250000 Penalty: 4981.925781
	Iteration 51Q: 3 clusters Score -2608091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2608094.750000 Penalty: 4981.925781
	Iteration 52Q: 3 clusters Score -2608095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2608097.500000 Penalty: 4981.925781
	Iteration 53Q: 3 clusters Score -2608098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2608093.500000 Penalty: 4981.925781
	Iteration 54Q: 3 clusters Score -2608094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2608098.500000 Penalty: 4981.925781
	Iteration 55Q: 3 clusters Score -2608098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2608101.500000 Penalty: 4981.925781
	Iteration 56Q: 3 clusters Score -2608102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2608099.250000 Penalty: 4981.925781
	Iteration 57Q: 3 clusters Score -2608099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2608100.500000 Penalty: 4981.925781
	Iteration 58Q: 3 clusters Score -2608100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2608096.250000 Penalty: 4981.925781
	Iteration 59Q: 3 clusters Score -2608096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2608096.000000 Penalty: 4981.925781
	Iteration 60F: 3 clusters Score -2608096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2608101.500000 Penalty: 4981.925781
	Iteration 61Q: 3 clusters Score -2608102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2608103.000000 Penalty: 4981.925781
	Iteration 62Q: 3 clusters Score -2608103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2608096.750000 Penalty: 4981.925781
	Iteration 63Q: 3 clusters Score -2608097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2608098.750000 Penalty: 4981.925781
	Iteration 64Q: 3 clusters Score -2608099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2608097.250000 Penalty: 4981.925781
	Iteration 65Q: 3 clusters Score -2608097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2608100.000000 Penalty: 4981.925781
	Iteration 66Q: 3 clusters Score -2608100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2608105.000000 Penalty: 4981.925781
	Iteration 67Q: 3 clusters Score -2608105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2608105.250000 Penalty: 4981.925781
	Iteration 68Q: 3 clusters Score -2608105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2608099.750000 Penalty: 4981.925781
	Iteration 69Q: 3 clusters Score -2608100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2608105.750000 Penalty: 4981.925781
	Iteration 70Q: 3 clusters Score -2608106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2608102.000000 Penalty: 4981.925781
	Iteration 71Q: 3 clusters Score -2608102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2608104.250000 Penalty: 4981.925781
	Iteration 72Q: 3 clusters Score -2608104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2608104.250000 Penalty: 4981.925781
	Iteration 73Q: 3 clusters Score -2608104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2608108.250000 Penalty: 4981.925781
	Iteration 74Q: 3 clusters Score -2608108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2608106.250000 Penalty: 4981.925781
	Iteration 75Q: 3 clusters Score -2608106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2608105.250000 Penalty: 4981.925781
	Iteration 76Q: 3 clusters Score -2608105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2608109.000000 Penalty: 4981.925781
	Iteration 77Q: 3 clusters Score -2608109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2608107.750000 Penalty: 4981.925781
	Iteration 78Q: 3 clusters Score -2608108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2608109.000000 Penalty: 4981.925781
	Iteration 79Q: 3 clusters Score -2608109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2608111.000000 Penalty: 4981.925781
	Iteration 80F: 3 clusters Score -2608111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2608109.000000 Penalty: 4981.925781
	Iteration 81Q: 3 clusters Score -2608109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2608104.750000 Penalty: 4981.925781
	Iteration 82Q: 3 clusters Score -2608105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2608110.250000 Penalty: 4981.925781
	Iteration 83Q: 3 clusters Score -2608110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2608111.250000 Penalty: 4981.925781
	Iteration 84Q: 3 clusters Score -2608111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2608109.000000 Penalty: 4981.925781
	Iteration 85Q: 3 clusters Score -2608109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2608110.750000 Penalty: 4981.925781
	Iteration 86Q: 3 clusters Score -2608111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2608110.250000 Penalty: 4981.925781
	Iteration 87Q: 3 clusters Score -2608110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2608110.250000 Penalty: 4981.925781
	Iteration 88F: 3 clusters Score -2608110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Entering Unmasked Estep 
Score: -11891700.000000 Penalty: 2859.649170
	Iteration 0F: 2 clusters Score -1.18917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -11823599.000000 Penalty: 5719.298340
	Iteration 0F: 3 clusters Score -1.18236e+07 nChanged 48124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -11851291.000000 Penalty: 5719.298340
	Iteration 1F: 3 clusters Score -1.185129e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -11851924.000000 Penalty: 5719.298340
	Iteration 2Q: 3 clusters Score -1.185192e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -11852584.000000 Penalty: 5719.298340
	Iteration 3Q: 3 clusters Score -1.185258e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11853469.000000 Penalty: 5719.298340
	Iteration 4Q: 3 clusters Score -1.185347e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -11854540.000000 Penalty: 5719.298340
	Iteration 5Q: 3 clusters Score -1.185454e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -11856090.000000 Penalty: 5719.298340
	Iteration 6Q: 3 clusters Score -1.185609e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -11858215.000000 Penalty: 5719.298340
	Iteration 7Q: 3 clusters Score -1.185822e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -11860943.000000 Penalty: 5719.298340
	Iteration 8F: 3 clusters Score -1.186094e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -11864373.000000 Penalty: 5719.298340
	Iteration 9F: 3 clusters Score -1.186437e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -11867988.000000 Penalty: 5719.298340
	Iteration 10F: 3 clusters Score -1.186799e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -11870671.000000 Penalty: 5719.298340
	Iteration 11F: 3 clusters Score -1.187067e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -11872074.000000 Penalty: 5719.298340
	Iteration 12Q: 3 clusters Score -1.187207e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -11872832.000000 Penalty: 5719.298340
	Iteration 13Q: 3 clusters Score -1.187283e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -11873359.000000 Penalty: 5719.298340
	Iteration 14Q: 3 clusters Score -1.187336e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -11873643.000000 Penalty: 5719.298340
	Iteration 15Q: 3 clusters Score -1.187364e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -11873836.000000 Penalty: 5719.298340
	Iteration 16Q: 3 clusters Score -1.187384e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -11874121.000000 Penalty: 5719.298340
	Iteration 17Q: 3 clusters Score -1.187412e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -11874409.000000 Penalty: 5719.298340
	Iteration 18Q: 3 clusters Score -1.187441e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -11874605.000000 Penalty: 5719.298340
	Iteration 19Q: 3 clusters Score -1.18746e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -11874947.000000 Penalty: 5719.298340
	Iteration 20F: 3 clusters Score -1.187495e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -11875405.000000 Penalty: 5719.298340
	Iteration 21Q: 3 clusters Score -1.18754e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -11875933.000000 Penalty: 5719.298340
	Iteration 22Q: 3 clusters Score -1.187593e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -11876633.000000 Penalty: 5719.298340
	Iteration 23Q: 3 clusters Score -1.187663e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -11877543.000000 Penalty: 5719.298340
	Iteration 24Q: 3 clusters Score -1.187754e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -11878570.000000 Penalty: 5719.298340
	Iteration 25Q: 3 clusters Score -1.187857e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -11879720.000000 Penalty: 5719.298340
	Iteration 26Q: 3 clusters Score -1.187972e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -11880981.000000 Penalty: 5719.298340
	Iteration 27Q: 3 clusters Score -1.188098e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -11882031.000000 Penalty: 5719.298340
	Iteration 28Q: 3 clusters Score -1.188203e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -11882987.000000 Penalty: 5719.298340
	Iteration 29Q: 3 clusters Score -1.188299e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -11883888.000000 Penalty: 5719.298340
	Iteration 30Q: 3 clusters Score -1.188389e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -11884521.000000 Penalty: 5719.298340
	Iteration 31Q: 3 clusters Score -1.188452e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -11885207.000000 Penalty: 5719.298340
	Iteration 32Q: 3 clusters Score -1.188521e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -11885622.000000 Penalty: 5719.298340
	Iteration 33Q: 3 clusters Score -1.188562e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86188 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -11885990.000000 Penalty: 5719.298340
	Iteration 34Q: 3 clusters Score -1.188599e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -11886319.000000 Penalty: 5719.298340
	Iteration 35Q: 3 clusters Score -1.188632e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -11886632.000000 Penalty: 5719.298340
	Iteration 36Q: 3 clusters Score -1.188663e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -11886932.000000 Penalty: 5719.298340
	Iteration 37Q: 3 clusters Score -1.188693e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -11887162.000000 Penalty: 5719.298340
	Iteration 38Q: 3 clusters Score -1.188716e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -11887392.000000 Penalty: 5719.298340
	Iteration 39Q: 3 clusters Score -1.188739e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -11887557.000000 Penalty: 5719.298340
	Iteration 40F: 3 clusters Score -1.188756e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -11887722.000000 Penalty: 5719.298340
	Iteration 41Q: 3 clusters Score -1.188772e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -11887881.000000 Penalty: 5719.298340
	Iteration 42Q: 3 clusters Score -1.188788e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -11887995.000000 Penalty: 5719.298340
	Iteration 43Q: 3 clusters Score -1.1888e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -11888123.000000 Penalty: 5719.298340
	Iteration 44Q: 3 clusters Score -1.188812e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -11888192.000000 Penalty: 5719.298340
	Iteration 45Q: 3 clusters Score -1.188819e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -11888312.000000 Penalty: 5719.298340
	Iteration 46Q: 3 clusters Score -1.188831e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -11888347.000000 Penalty: 5719.298340
	Iteration 47Q: 3 clusters Score -1.188835e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -11888405.000000 Penalty: 5719.298340
	Iteration 48Q: 3 clusters Score -1.18884e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -11888481.000000 Penalty: 5719.298340
	Iteration 49Q: 3 clusters Score -1.188848e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -11888508.000000 Penalty: 5719.298340
	Iteration 50Q: 3 clusters Score -1.188851e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -11888525.000000 Penalty: 5719.298340
	Iteration 51Q: 3 clusters Score -1.188852e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -11888560.000000 Penalty: 5719.298340
	Iteration 52Q: 3 clusters Score -1.188856e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -11888567.000000 Penalty: 5719.298340
	Iteration 53Q: 3 clusters Score -1.188857e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95079 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -11888606.000000 Penalty: 5719.298340
	Iteration 54Q: 3 clusters Score -1.188861e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -11888604.000000 Penalty: 5719.298340
	Iteration 55Q: 3 clusters Score -1.18886e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -11888635.000000 Penalty: 5719.298340
	Iteration 56Q: 3 clusters Score -1.188864e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -11888669.000000 Penalty: 5719.298340
	Iteration 57Q: 3 clusters Score -1.188867e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -11888668.000000 Penalty: 5719.298340
	Iteration 58Q: 3 clusters Score -1.188867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -11888709.000000 Penalty: 5719.298340
	Iteration 59Q: 3 clusters Score -1.188871e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -11888730.000000 Penalty: 5719.298340
	Iteration 60F: 3 clusters Score -1.188873e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96051 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -11888769.000000 Penalty: 5719.298340
	Iteration 61Q: 3 clusters Score -1.188877e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -11888761.000000 Penalty: 5719.298340
	Iteration 62Q: 3 clusters Score -1.188876e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -11888756.000000 Penalty: 5719.298340
	Iteration 63Q: 3 clusters Score -1.188876e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -11888766.000000 Penalty: 5719.298340
	Iteration 64Q: 3 clusters Score -1.188877e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -11888793.000000 Penalty: 5719.298340
	Iteration 65Q: 3 clusters Score -1.188879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -11888807.000000 Penalty: 5719.298340
	Iteration 66Q: 3 clusters Score -1.188881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -11888804.000000 Penalty: 5719.298340
	Iteration 67Q: 3 clusters Score -1.18888e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -11888804.000000 Penalty: 5719.298340
	Iteration 68Q: 3 clusters Score -1.18888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -11888801.000000 Penalty: 5719.298340
	Iteration 69Q: 3 clusters Score -1.18888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -11888786.000000 Penalty: 5719.298340
	Iteration 70Q: 3 clusters Score -1.188879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -11888804.000000 Penalty: 5719.298340
	Iteration 71Q: 3 clusters Score -1.18888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -11888813.000000 Penalty: 5719.298340
	Iteration 72Q: 3 clusters Score -1.188881e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -11888833.000000 Penalty: 5719.298340
	Iteration 73Q: 3 clusters Score -1.188883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -11888837.000000 Penalty: 5719.298340
	Iteration 74Q: 3 clusters Score -1.188884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11888832.000000 Penalty: 5719.298340
	Iteration 75Q: 3 clusters Score -1.188883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -11888846.000000 Penalty: 5719.298340
	Iteration 76Q: 3 clusters Score -1.188885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -11888849.000000 Penalty: 5719.298340
	Iteration 77Q: 3 clusters Score -1.188885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -11888848.000000 Penalty: 5719.298340
	Iteration 78Q: 3 clusters Score -1.188885e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -11888834.000000 Penalty: 5719.298340
	Iteration 79Q: 3 clusters Score -1.188883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11888862.000000 Penalty: 5719.298340
	Iteration 80F: 3 clusters Score -1.188886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -11888844.000000 Penalty: 5719.298340
	Iteration 81Q: 3 clusters Score -1.188884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -11888837.000000 Penalty: 5719.298340
	Iteration 82Q: 3 clusters Score -1.188884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11888847.000000 Penalty: 5719.298340
	Iteration 83Q: 3 clusters Score -1.188885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -11888840.000000 Penalty: 5719.298340
	Iteration 84Q: 3 clusters Score -1.188884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -11888849.000000 Penalty: 5719.298340
	Iteration 85Q: 3 clusters Score -1.188885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -11888848.000000 Penalty: 5719.298340
	Iteration 86Q: 3 clusters Score -1.188885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -11888865.000000 Penalty: 5719.298340
	Iteration 87Q: 3 clusters Score -1.188886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -11888865.000000 Penalty: 5719.298340
	Iteration 88Q: 3 clusters Score -1.188886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -11888862.000000 Penalty: 5719.298340
	Iteration 89Q: 3 clusters Score -1.188886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -11888874.000000 Penalty: 5719.298340
	Iteration 90Q: 3 clusters Score -1.188887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -11888876.000000 Penalty: 5719.298340
	Iteration 91Q: 3 clusters Score -1.188888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -11888883.000000 Penalty: 5719.298340
	Iteration 92Q: 3 clusters Score -1.188888e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -11888903.000000 Penalty: 5719.298340
	Iteration 93Q: 3 clusters Score -1.18889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -11888880.000000 Penalty: 5719.298340
	Iteration 94Q: 3 clusters Score -1.188888e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11888904.000000 Penalty: 5719.298340
	Iteration 95Q: 3 clusters Score -1.18889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -11888901.000000 Penalty: 5719.298340
	Iteration 96Q: 3 clusters Score -1.18889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -11888891.000000 Penalty: 5719.298340
	Iteration 97Q: 3 clusters Score -1.188889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -11888916.000000 Penalty: 5719.298340
	Iteration 98Q: 3 clusters Score -1.188892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -11888916.000000 Penalty: 5719.298340
	Iteration 99Q: 3 clusters Score -1.188892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -11888920.000000 Penalty: 5719.298340
	Iteration 100F: 3 clusters Score -1.188892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -11888931.000000 Penalty: 5719.298340
	Iteration 101Q: 3 clusters Score -1.188893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -11888922.000000 Penalty: 5719.298340
	Iteration 102Q: 3 clusters Score -1.188892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -11888923.000000 Penalty: 5719.298340
	Iteration 103Q: 3 clusters Score -1.188892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -11888932.000000 Penalty: 5719.298340
	Iteration 104Q: 3 clusters Score -1.188893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -11888929.000000 Penalty: 5719.298340
	Iteration 105Q: 3 clusters Score -1.188893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -11888939.000000 Penalty: 5719.298340
	Iteration 106Q: 3 clusters Score -1.188894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -11888936.000000 Penalty: 5719.298340
	Iteration 107Q: 3 clusters Score -1.188894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -11888943.000000 Penalty: 5719.298340
	Iteration 108Q: 3 clusters Score -1.188894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -11888946.000000 Penalty: 5719.298340
	Iteration 109Q: 3 clusters Score -1.188895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -11888947.000000 Penalty: 5719.298340
	Iteration 110Q: 3 clusters Score -1.188895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -11888946.000000 Penalty: 5719.298340
	Iteration 111Q: 3 clusters Score -1.188895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -11888949.000000 Penalty: 5719.298340
	Iteration 112Q: 3 clusters Score -1.188895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11888954.000000 Penalty: 5719.298340
	Iteration 113Q: 3 clusters Score -1.188895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -11888961.000000 Penalty: 5719.298340
	Iteration 114Q: 3 clusters Score -1.188896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -11888964.000000 Penalty: 5719.298340
	Iteration 115Q: 3 clusters Score -1.188896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -11888955.000000 Penalty: 5719.298340
	Iteration 116Q: 3 clusters Score -1.188896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -11888959.000000 Penalty: 5719.298340
	Iteration 117Q: 3 clusters Score -1.188896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -11888962.000000 Penalty: 5719.298340
	Iteration 118Q: 3 clusters Score -1.188896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11888958.000000 Penalty: 5719.298340
	Iteration 119Q: 3 clusters Score -1.188896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -11888977.000000 Penalty: 5719.298340
	Iteration 120F: 3 clusters Score -1.188898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11888980.000000 Penalty: 5719.298340
	Iteration 121Q: 3 clusters Score -1.188898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -11888993.000000 Penalty: 5719.298340
	Iteration 122Q: 3 clusters Score -1.188899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -11889008.000000 Penalty: 5719.298340
	Iteration 123Q: 3 clusters Score -1.188901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11889012.000000 Penalty: 5719.298340
	Iteration 124Q: 3 clusters Score -1.188901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -11889010.000000 Penalty: 5719.298340
	Iteration 125Q: 3 clusters Score -1.188901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -11889013.000000 Penalty: 5719.298340
	Iteration 126Q: 3 clusters Score -1.188901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -11889014.000000 Penalty: 5719.298340
	Iteration 127Q: 3 clusters Score -1.188901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11889018.000000 Penalty: 5719.298340
	Iteration 128Q: 3 clusters Score -1.188902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -11889021.000000 Penalty: 5719.298340
	Iteration 129Q: 3 clusters Score -1.188902e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -11889048.000000 Penalty: 5719.298340
	Iteration 130Q: 3 clusters Score -1.188905e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -11889046.000000 Penalty: 5719.298340
	Iteration 131Q: 3 clusters Score -1.188905e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -11889067.000000 Penalty: 5719.298340
	Iteration 132Q: 3 clusters Score -1.188907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -11889073.000000 Penalty: 5719.298340
	Iteration 133Q: 3 clusters Score -1.188907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -11889058.000000 Penalty: 5719.298340
	Iteration 134Q: 3 clusters Score -1.188906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11889075.000000 Penalty: 5719.298340
	Iteration 135Q: 3 clusters Score -1.188908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -11889082.000000 Penalty: 5719.298340
	Iteration 136Q: 3 clusters Score -1.188908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -11889088.000000 Penalty: 5719.298340
	Iteration 137Q: 3 clusters Score -1.188909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -11889101.000000 Penalty: 5719.298340
	Iteration 138Q: 3 clusters Score -1.18891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -11889089.000000 Penalty: 5719.298340
	Iteration 139Q: 3 clusters Score -1.188909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -11889085.000000 Penalty: 5719.298340
	Iteration 140F: 3 clusters Score -1.188908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -11889081.000000 Penalty: 5719.298340
	Iteration 141Q: 3 clusters Score -1.188908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -11889081.000000 Penalty: 5719.298340
	Iteration 142F: 3 clusters Score -1.188908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -26024.884766 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -26024.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24891.064453 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -24891.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25060.203125 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -25060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25113.908203 Penalty: 2774.976807
	Iteration 2F: 3 clusters Score -25113.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25144.923828 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -25144.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25170.500000 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -25170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25174.246094 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -25174.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25175.699219 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -25175.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25175.699219 Penalty: 2774.976807
	Iteration 7F: 3 clusters Score -25175.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Entering Unmasked Estep 
Score: -433096.031250 Penalty: 2034.215576
	Iteration 0F: 2 clusters Score -433096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -429434.281250 Penalty: 4068.431152
	Iteration 0F: 3 clusters Score -429434.3 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -430235.500000 Penalty: 4068.431152
	Iteration 1F: 3 clusters Score -430235.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430398.750000 Penalty: 4068.431152
	Iteration 2F: 3 clusters Score -430398.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -430535.625000 Penalty: 4068.431152
	Iteration 3Q: 3 clusters Score -430535.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -430635.468750 Penalty: 4068.431152
	Iteration 4Q: 3 clusters Score -430635.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -430738.718750 Penalty: 4068.431152
	Iteration 5Q: 3 clusters Score -430738.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -430838.875000 Penalty: 4068.431152
	Iteration 6Q: 3 clusters Score -430838.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -430930.968750 Penalty: 4068.431152
	Iteration 7Q: 3 clusters Score -430931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -431006.531250 Penalty: 4068.431152
	Iteration 8Q: 3 clusters Score -431006.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -431067.437500 Penalty: 4068.431152
	Iteration 9Q: 3 clusters Score -431067.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -431133.343750 Penalty: 4068.431152
	Iteration 10Q: 3 clusters Score -431133.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -431199.406250 Penalty: 4068.431152
	Iteration 11Q: 3 clusters Score -431199.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -431248.406250 Penalty: 4068.431152
	Iteration 12Q: 3 clusters Score -431248.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -431293.218750 Penalty: 4068.431152
	Iteration 13Q: 3 clusters Score -431293.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -431330.187500 Penalty: 4068.431152
	Iteration 14Q: 3 clusters Score -431330.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -431360.062500 Penalty: 4068.431152
	Iteration 15Q: 3 clusters Score -431360.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -431384.437500 Penalty: 4068.431152
	Iteration 16Q: 3 clusters Score -431384.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -431412.718750 Penalty: 4068.431152
	Iteration 17Q: 3 clusters Score -431412.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -431439.062500 Penalty: 4068.431152
	Iteration 18Q: 3 clusters Score -431439.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -431463.656250 Penalty: 4068.431152
	Iteration 19Q: 3 clusters Score -431463.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -431493.843750 Penalty: 4068.431152
	Iteration 20F: 3 clusters Score -431493.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -431512.500000 Penalty: 4068.431152
	Iteration 21Q: 3 clusters Score -431512.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -431537.968750 Penalty: 4068.431152
	Iteration 22Q: 3 clusters Score -431538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -431557.031250 Penalty: 4068.431152
	Iteration 23Q: 3 clusters Score -431557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -431573.250000 Penalty: 4068.431152
	Iteration 24Q: 3 clusters Score -431573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -431584.687500 Penalty: 4068.431152
	Iteration 25Q: 3 clusters Score -431584.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -431601.500000 Penalty: 4068.431152
	Iteration 26Q: 3 clusters Score -431601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -431611.031250 Penalty: 4068.431152
	Iteration 27Q: 3 clusters Score -431611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -431619.812500 Penalty: 4068.431152
	Iteration 28Q: 3 clusters Score -431619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -431626.218750 Penalty: 4068.431152
	Iteration 29Q: 3 clusters Score -431626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -431631.500000 Penalty: 4068.431152
	Iteration 30Q: 3 clusters Score -431631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -431633.437500 Penalty: 4068.431152
	Iteration 31Q: 3 clusters Score -431633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -431636.062500 Penalty: 4068.431152
	Iteration 32Q: 3 clusters Score -431636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -431638.312500 Penalty: 4068.431152
	Iteration 33Q: 3 clusters Score -431638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -431639.625000 Penalty: 4068.431152
	Iteration 34Q: 3 clusters Score -431639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -431639.812500 Penalty: 4068.431152
	Iteration 35Q: 3 clusters Score -431639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -431641.312500 Penalty: 4068.431152
	Iteration 36Q: 3 clusters Score -431641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -431641.312500 Penalty: 4068.431152
	Iteration 37F: 3 clusters Score -431641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Entering Unmasked Estep 
Score: -22465748.000000 Penalty: 3013.258789
	Iteration 0F: 2 clusters Score -2.246575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -22352690.000000 Penalty: 6026.517578
	Iteration 0F: 3 clusters Score -2.235269e+07 nChanged 90716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -22405956.000000 Penalty: 6026.517578
	Iteration 1F: 3 clusters Score -2.240596e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -22407060.000000 Penalty: 6026.517578
	Iteration 2Q: 3 clusters Score -2.240706e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -22408304.000000 Penalty: 6026.517578
	Iteration 3Q: 3 clusters Score -2.24083e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -22409858.000000 Penalty: 6026.517578
	Iteration 4Q: 3 clusters Score -2.240986e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -22411550.000000 Penalty: 6026.517578
	Iteration 5Q: 3 clusters Score -2.241155e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -22414114.000000 Penalty: 6026.517578
	Iteration 6Q: 3 clusters Score -2.241411e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -22417840.000000 Penalty: 6026.517578
	Iteration 7Q: 3 clusters Score -2.241784e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -22423222.000000 Penalty: 6026.517578
	Iteration 8F: 3 clusters Score -2.242322e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -22431290.000000 Penalty: 6026.517578
	Iteration 9F: 3 clusters Score -2.243129e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -22440196.000000 Penalty: 6026.517578
	Iteration 10F: 3 clusters Score -2.24402e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -22445844.000000 Penalty: 6026.517578
	Iteration 11F: 3 clusters Score -2.244584e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -22447986.000000 Penalty: 6026.517578
	Iteration 12Q: 3 clusters Score -2.244799e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -22448980.000000 Penalty: 6026.517578
	Iteration 13Q: 3 clusters Score -2.244898e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -22450046.000000 Penalty: 6026.517578
	Iteration 14Q: 3 clusters Score -2.245005e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -22450892.000000 Penalty: 6026.517578
	Iteration 15Q: 3 clusters Score -2.245089e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -22451872.000000 Penalty: 6026.517578
	Iteration 16Q: 3 clusters Score -2.245187e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -22452946.000000 Penalty: 6026.517578
	Iteration 17Q: 3 clusters Score -2.245295e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -22453754.000000 Penalty: 6026.517578
	Iteration 18Q: 3 clusters Score -2.245375e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139597 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -22454840.000000 Penalty: 6026.517578
	Iteration 19Q: 3 clusters Score -2.245484e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -22455766.000000 Penalty: 6026.517578
	Iteration 20F: 3 clusters Score -2.245577e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -22456660.000000 Penalty: 6026.517578
	Iteration 21Q: 3 clusters Score -2.245666e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -22457450.000000 Penalty: 6026.517578
	Iteration 22Q: 3 clusters Score -2.245745e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -22458544.000000 Penalty: 6026.517578
	Iteration 23Q: 3 clusters Score -2.245854e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -22459486.000000 Penalty: 6026.517578
	Iteration 24Q: 3 clusters Score -2.245949e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152914 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -22460708.000000 Penalty: 6026.517578
	Iteration 25Q: 3 clusters Score -2.246071e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155457 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -22461972.000000 Penalty: 6026.517578
	Iteration 26Q: 3 clusters Score -2.246197e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -22463014.000000 Penalty: 6026.517578
	Iteration 27Q: 3 clusters Score -2.246301e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -22463958.000000 Penalty: 6026.517578
	Iteration 28Q: 3 clusters Score -2.246396e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163309 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -22464864.000000 Penalty: 6026.517578
	Iteration 29Q: 3 clusters Score -2.246486e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -22465512.000000 Penalty: 6026.517578
	Iteration 30Q: 3 clusters Score -2.246551e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -22465802.000000 Penalty: 6026.517578
	Iteration 31Q: 3 clusters Score -2.24658e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169701 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -22466012.000000 Penalty: 6026.517578
	Iteration 32Q: 3 clusters Score -2.246601e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171291 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -22466334.000000 Penalty: 6026.517578
	Iteration 33Q: 3 clusters Score -2.246633e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -22466322.000000 Penalty: 6026.517578
	Iteration 34Q: 3 clusters Score -2.246632e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -22466248.000000 Penalty: 6026.517578
	Iteration 35Q: 3 clusters Score -2.246625e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -22466198.000000 Penalty: 6026.517578
	Iteration 36Q: 3 clusters Score -2.24662e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -22466038.000000 Penalty: 6026.517578
	Iteration 37Q: 3 clusters Score -2.246604e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -22465758.000000 Penalty: 6026.517578
	Iteration 38Q: 3 clusters Score -2.246576e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -22465656.000000 Penalty: 6026.517578
	Iteration 39Q: 3 clusters Score -2.246566e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -22465610.000000 Penalty: 6026.517578
	Iteration 40F: 3 clusters Score -2.246561e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -22465446.000000 Penalty: 6026.517578
	Iteration 41Q: 3 clusters Score -2.246545e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179253 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -22465252.000000 Penalty: 6026.517578
	Iteration 42Q: 3 clusters Score -2.246525e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -22465122.000000 Penalty: 6026.517578
	Iteration 43Q: 3 clusters Score -2.246512e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -22465030.000000 Penalty: 6026.517578
	Iteration 44Q: 3 clusters Score -2.246503e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -22464938.000000 Penalty: 6026.517578
	Iteration 45Q: 3 clusters Score -2.246494e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181246 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -22464882.000000 Penalty: 6026.517578
	Iteration 46Q: 3 clusters Score -2.246488e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -22464810.000000 Penalty: 6026.517578
	Iteration 47Q: 3 clusters Score -2.246481e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182084 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -22464726.000000 Penalty: 6026.517578
	Iteration 48Q: 3 clusters Score -2.246473e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22464754.000000 Penalty: 6026.517578
	Iteration 49Q: 3 clusters Score -2.246475e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182758 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -22464738.000000 Penalty: 6026.517578
	Iteration 50Q: 3 clusters Score -2.246474e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183106 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -22464580.000000 Penalty: 6026.517578
	Iteration 51Q: 3 clusters Score -2.246458e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -22464542.000000 Penalty: 6026.517578
	Iteration 52Q: 3 clusters Score -2.246454e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183694 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22464430.000000 Penalty: 6026.517578
	Iteration 53Q: 3 clusters Score -2.246443e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183953 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -22464434.000000 Penalty: 6026.517578
	Iteration 54Q: 3 clusters Score -2.246443e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184203 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -22464338.000000 Penalty: 6026.517578
	Iteration 55Q: 3 clusters Score -2.246434e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184440 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22464240.000000 Penalty: 6026.517578
	Iteration 56Q: 3 clusters Score -2.246424e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -22464140.000000 Penalty: 6026.517578
	Iteration 57Q: 3 clusters Score -2.246414e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184881 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -22464048.000000 Penalty: 6026.517578
	Iteration 58Q: 3 clusters Score -2.246405e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -22464048.000000 Penalty: 6026.517578
	Iteration 59Q: 3 clusters Score -2.246405e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22463994.000000 Penalty: 6026.517578
	Iteration 60F: 3 clusters Score -2.246399e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185372 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -22463942.000000 Penalty: 6026.517578
	Iteration 61Q: 3 clusters Score -2.246394e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185524 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -22463906.000000 Penalty: 6026.517578
	Iteration 62Q: 3 clusters Score -2.246391e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185679 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22463830.000000 Penalty: 6026.517578
	Iteration 63Q: 3 clusters Score -2.246383e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185849 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -22463760.000000 Penalty: 6026.517578
	Iteration 64Q: 3 clusters Score -2.246376e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186010 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -22463754.000000 Penalty: 6026.517578
	Iteration 65Q: 3 clusters Score -2.246375e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186169 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22463758.000000 Penalty: 6026.517578
	Iteration 66Q: 3 clusters Score -2.246376e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186311 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22463752.000000 Penalty: 6026.517578
	Iteration 67Q: 3 clusters Score -2.246375e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186452 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22463776.000000 Penalty: 6026.517578
	Iteration 68Q: 3 clusters Score -2.246378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186562 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22463740.000000 Penalty: 6026.517578
	Iteration 69Q: 3 clusters Score -2.246374e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186654 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22463692.000000 Penalty: 6026.517578
	Iteration 70Q: 3 clusters Score -2.246369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22463640.000000 Penalty: 6026.517578
	Iteration 71Q: 3 clusters Score -2.246364e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186827 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -22463652.000000 Penalty: 6026.517578
	Iteration 72Q: 3 clusters Score -2.246365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -22463612.000000 Penalty: 6026.517578
	Iteration 73Q: 3 clusters Score -2.246361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186934 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22463634.000000 Penalty: 6026.517578
	Iteration 74Q: 3 clusters Score -2.246363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22463624.000000 Penalty: 6026.517578
	Iteration 75Q: 3 clusters Score -2.246362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187032 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22463620.000000 Penalty: 6026.517578
	Iteration 76Q: 3 clusters Score -2.246362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22463638.000000 Penalty: 6026.517578
	Iteration 77Q: 3 clusters Score -2.246364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187136 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22463658.000000 Penalty: 6026.517578
	Iteration 78Q: 3 clusters Score -2.246366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187180 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -22463674.000000 Penalty: 6026.517578
	Iteration 79Q: 3 clusters Score -2.246367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187219 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -22463678.000000 Penalty: 6026.517578
	Iteration 80F: 3 clusters Score -2.246368e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187255 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22463680.000000 Penalty: 6026.517578
	Iteration 81Q: 3 clusters Score -2.246368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22463654.000000 Penalty: 6026.517578
	Iteration 82Q: 3 clusters Score -2.246365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187315 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22463662.000000 Penalty: 6026.517578
	Iteration 83Q: 3 clusters Score -2.246366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187343 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22463696.000000 Penalty: 6026.517578
	Iteration 84Q: 3 clusters Score -2.24637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187365 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22463690.000000 Penalty: 6026.517578
	Iteration 85Q: 3 clusters Score -2.246369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22463692.000000 Penalty: 6026.517578
	Iteration 86Q: 3 clusters Score -2.246369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187416 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22463702.000000 Penalty: 6026.517578
	Iteration 87Q: 3 clusters Score -2.24637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187440 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -22463718.000000 Penalty: 6026.517578
	Iteration 88Q: 3 clusters Score -2.246372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22463720.000000 Penalty: 6026.517578
	Iteration 89Q: 3 clusters Score -2.246372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22463716.000000 Penalty: 6026.517578
	Iteration 90Q: 3 clusters Score -2.246372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22463714.000000 Penalty: 6026.517578
	Iteration 91Q: 3 clusters Score -2.246371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187492 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -22463702.000000 Penalty: 6026.517578
	Iteration 92Q: 3 clusters Score -2.24637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -22463718.000000 Penalty: 6026.517578
	Iteration 93Q: 3 clusters Score -2.246372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -22463702.000000 Penalty: 6026.517578
	Iteration 94Q: 3 clusters Score -2.24637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187528 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22463706.000000 Penalty: 6026.517578
	Iteration 95Q: 3 clusters Score -2.246371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22463720.000000 Penalty: 6026.517578
	Iteration 96Q: 3 clusters Score -2.246372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -22463740.000000 Penalty: 6026.517578
	Iteration 97Q: 3 clusters Score -2.246374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187574 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22463716.000000 Penalty: 6026.517578
	Iteration 98Q: 3 clusters Score -2.246372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187588 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22463718.000000 Penalty: 6026.517578
	Iteration 99Q: 3 clusters Score -2.246372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22463720.000000 Penalty: 6026.517578
	Iteration 100F: 3 clusters Score -2.246372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22463714.000000 Penalty: 6026.517578
	Iteration 101Q: 3 clusters Score -2.246371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22463716.000000 Penalty: 6026.517578
	Iteration 102Q: 3 clusters Score -2.246372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187636 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22463726.000000 Penalty: 6026.517578
	Iteration 103Q: 3 clusters Score -2.246373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187640 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22463726.000000 Penalty: 6026.517578
	Iteration 104Q: 3 clusters Score -2.246373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22463708.000000 Penalty: 6026.517578
	Iteration 105Q: 3 clusters Score -2.246371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187650 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22463718.000000 Penalty: 6026.517578
	Iteration 106Q: 3 clusters Score -2.246372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22463712.000000 Penalty: 6026.517578
	Iteration 107Q: 3 clusters Score -2.246371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187661 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -22463708.000000 Penalty: 6026.517578
	Iteration 108Q: 3 clusters Score -2.246371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22463722.000000 Penalty: 6026.517578
	Iteration 109Q: 3 clusters Score -2.246372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187673 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22463738.000000 Penalty: 6026.517578
	Iteration 110Q: 3 clusters Score -2.246374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -22463744.000000 Penalty: 6026.517578
	Iteration 111Q: 3 clusters Score -2.246374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22463732.000000 Penalty: 6026.517578
	Iteration 112Q: 3 clusters Score -2.246373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22463724.000000 Penalty: 6026.517578
	Iteration 113Q: 3 clusters Score -2.246372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187704 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22463736.000000 Penalty: 6026.517578
	Iteration 114Q: 3 clusters Score -2.246374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187705 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22463732.000000 Penalty: 6026.517578
	Iteration 115Q: 3 clusters Score -2.246373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187707 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22463750.000000 Penalty: 6026.517578
	Iteration 116Q: 3 clusters Score -2.246375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187710 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22463744.000000 Penalty: 6026.517578
	Iteration 117Q: 3 clusters Score -2.246374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22463714.000000 Penalty: 6026.517578
	Iteration 118Q: 3 clusters Score -2.246371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22463724.000000 Penalty: 6026.517578
	Iteration 119Q: 3 clusters Score -2.246372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22463722.000000 Penalty: 6026.517578
	Iteration 120F: 3 clusters Score -2.246372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187724 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22463710.000000 Penalty: 6026.517578
	Iteration 121Q: 3 clusters Score -2.246371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22463718.000000 Penalty: 6026.517578
	Iteration 122Q: 3 clusters Score -2.246372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22463706.000000 Penalty: 6026.517578
	Iteration 123Q: 3 clusters Score -2.246371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22463708.000000 Penalty: 6026.517578
	Iteration 124Q: 3 clusters Score -2.246371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187735 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22463706.000000 Penalty: 6026.517578
	Iteration 125Q: 3 clusters Score -2.246371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187735 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22463706.000000 Penalty: 6026.517578
	Iteration 126F: 3 clusters Score -2.246371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Entering Unmasked Estep 
Score: -432042.281250 Penalty: 2033.807617
	Iteration 0F: 2 clusters Score -432042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428430.000000 Penalty: 4067.615234
	Iteration 0F: 3 clusters Score -428430 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -429168.531250 Penalty: 4067.615234
	Iteration 1F: 3 clusters Score -429168.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -429347.156250 Penalty: 4067.615234
	Iteration 2F: 3 clusters Score -429347.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -429452.468750 Penalty: 4067.615234
	Iteration 3Q: 3 clusters Score -429452.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -429528.437500 Penalty: 4067.615234
	Iteration 4Q: 3 clusters Score -429528.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -429589.218750 Penalty: 4067.615234
	Iteration 5Q: 3 clusters Score -429589.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -429643.812500 Penalty: 4067.615234
	Iteration 6Q: 3 clusters Score -429643.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -429679.656250 Penalty: 4067.615234
	Iteration 7Q: 3 clusters Score -429679.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429713.156250 Penalty: 4067.615234
	Iteration 8Q: 3 clusters Score -429713.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -429750.125000 Penalty: 4067.615234
	Iteration 9Q: 3 clusters Score -429750.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -429772.062500 Penalty: 4067.615234
	Iteration 10Q: 3 clusters Score -429772.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -429800.000000 Penalty: 4067.615234
	Iteration 11Q: 3 clusters Score -429800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -429830.937500 Penalty: 4067.615234
	Iteration 12Q: 3 clusters Score -429830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -429853.000000 Penalty: 4067.615234
	Iteration 13Q: 3 clusters Score -429853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -429871.656250 Penalty: 4067.615234
	Iteration 14Q: 3 clusters Score -429871.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -429889.375000 Penalty: 4067.615234
	Iteration 15Q: 3 clusters Score -429889.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -429911.906250 Penalty: 4067.615234
	Iteration 16Q: 3 clusters Score -429911.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -429927.343750 Penalty: 4067.615234
	Iteration 17Q: 3 clusters Score -429927.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -429939.968750 Penalty: 4067.615234
	Iteration 18Q: 3 clusters Score -429940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -429956.125000 Penalty: 4067.615234
	Iteration 19Q: 3 clusters Score -429956.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -429972.843750 Penalty: 4067.615234
	Iteration 20F: 3 clusters Score -429972.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -429989.687500 Penalty: 4067.615234
	Iteration 21Q: 3 clusters Score -429989.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -430008.218750 Penalty: 4067.615234
	Iteration 22Q: 3 clusters Score -430008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -430018.468750 Penalty: 4067.615234
	Iteration 23Q: 3 clusters Score -430018.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -430028.781250 Penalty: 4067.615234
	Iteration 24Q: 3 clusters Score -430028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -430041.156250 Penalty: 4067.615234
	Iteration 25Q: 3 clusters Score -430041.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -430054.125000 Penalty: 4067.615234
	Iteration 26Q: 3 clusters Score -430054.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -430064.843750 Penalty: 4067.615234
	Iteration 27Q: 3 clusters Score -430064.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -430074.593750 Penalty: 4067.615234
	Iteration 28Q: 3 clusters Score -430074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -430081.937500 Penalty: 4067.615234
	Iteration 29Q: 3 clusters Score -430081.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -430092.125000 Penalty: 4067.615234
	Iteration 30Q: 3 clusters Score -430092.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -430105.281250 Penalty: 4067.615234
	Iteration 31Q: 3 clusters Score -430105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -430119.125000 Penalty: 4067.615234
	Iteration 32Q: 3 clusters Score -430119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -430127.250000 Penalty: 4067.615234
	Iteration 33Q: 3 clusters Score -430127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -430138.593750 Penalty: 4067.615234
	Iteration 34Q: 3 clusters Score -430138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -430145.843750 Penalty: 4067.615234
	Iteration 35Q: 3 clusters Score -430145.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -430152.000000 Penalty: 4067.615234
	Iteration 36Q: 3 clusters Score -430152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -430157.781250 Penalty: 4067.615234
	Iteration 37Q: 3 clusters Score -430157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -430163.593750 Penalty: 4067.615234
	Iteration 38Q: 3 clusters Score -430163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -430168.625000 Penalty: 4067.615234
	Iteration 39Q: 3 clusters Score -430168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -430172.156250 Penalty: 4067.615234
	Iteration 40F: 3 clusters Score -430172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -430175.718750 Penalty: 4067.615234
	Iteration 41Q: 3 clusters Score -430175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -430178.812500 Penalty: 4067.615234
	Iteration 42Q: 3 clusters Score -430178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -430184.781250 Penalty: 4067.615234
	Iteration 43Q: 3 clusters Score -430184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430187.718750 Penalty: 4067.615234
	Iteration 44Q: 3 clusters Score -430187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -430189.125000 Penalty: 4067.615234
	Iteration 45Q: 3 clusters Score -430189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430192.062500 Penalty: 4067.615234
	Iteration 46Q: 3 clusters Score -430192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -430193.500000 Penalty: 4067.615234
	Iteration 47Q: 3 clusters Score -430193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -430196.156250 Penalty: 4067.615234
	Iteration 48Q: 3 clusters Score -430196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -430199.531250 Penalty: 4067.615234
	Iteration 49Q: 3 clusters Score -430199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -430201.500000 Penalty: 4067.615234
	Iteration 50Q: 3 clusters Score -430201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430204.937500 Penalty: 4067.615234
	Iteration 51Q: 3 clusters Score -430204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -430207.625000 Penalty: 4067.615234
	Iteration 52Q: 3 clusters Score -430207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430207.843750 Penalty: 4067.615234
	Iteration 53Q: 3 clusters Score -430207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -430208.625000 Penalty: 4067.615234
	Iteration 54Q: 3 clusters Score -430208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -430209.562500 Penalty: 4067.615234
	Iteration 55Q: 3 clusters Score -430209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -430210.156250 Penalty: 4067.615234
	Iteration 56Q: 3 clusters Score -430210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -430212.062500 Penalty: 4067.615234
	Iteration 57Q: 3 clusters Score -430212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -430212.625000 Penalty: 4067.615234
	Iteration 58Q: 3 clusters Score -430212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -430213.968750 Penalty: 4067.615234
	Iteration 59Q: 3 clusters Score -430214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -430215.343750 Penalty: 4067.615234
	Iteration 60F: 3 clusters Score -430215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -430215.687500 Penalty: 4067.615234
	Iteration 61Q: 3 clusters Score -430215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -430215.968750 Penalty: 4067.615234
	Iteration 62Q: 3 clusters Score -430216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -430215.968750 Penalty: 4067.615234
	Iteration 63F: 3 clusters Score -430216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325042.875000 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321892.093750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321892.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -322479.468750 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322479.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -322602.218750 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322602.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -322678.375000 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322678.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -322732.468750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322732.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322776.312500 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322776.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -322820.437500 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322820.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -322867.875000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322867.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -322909.281250 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322909.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -322974.281250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322974.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -323078.718750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -323078.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -323222.937500 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -323222.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -323352.625000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -323352.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -323450.718750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -323450.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -323524.125000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -323524.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -323592.187500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -323592.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323644.343750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -323644.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -323677.031250 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -323677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -323702.437500 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -323702.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -323732.093750 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -323732.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -323764.906250 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -323764.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -323803.625000 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -323803.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -323844.343750 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -323844.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -323881.406250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -323881.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -323919.750000 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -323919.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -323960.687500 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -323960.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324020.218750 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -324020.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -324085.750000 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -324085.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -324127.593750 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -324127.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -324158.718750 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -324158.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -324183.531250 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -324183.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -324191.375000 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -324191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -324194.312500 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -324194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324195.750000 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -324195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324195.750000 Penalty: 3940.644043
	Iteration 34F: 3 clusters Score -324195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179123 members 
Entering Unmasked Estep 
Score: -21193430.000000 Penalty: 2999.765381
	Iteration 0F: 2 clusters Score -2.119343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -21079000.000000 Penalty: 5999.530762
	Iteration 0F: 3 clusters Score -2.1079e+07 nChanged 85925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -21129348.000000 Penalty: 5999.530762
	Iteration 1F: 3 clusters Score -2.112935e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -21129978.000000 Penalty: 5999.530762
	Iteration 2Q: 3 clusters Score -2.112998e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -21130670.000000 Penalty: 5999.530762
	Iteration 3Q: 3 clusters Score -2.113067e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -21131560.000000 Penalty: 5999.530762
	Iteration 4Q: 3 clusters Score -2.113156e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -21132490.000000 Penalty: 5999.530762
	Iteration 5Q: 3 clusters Score -2.113249e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -21133694.000000 Penalty: 5999.530762
	Iteration 6Q: 3 clusters Score -2.113369e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -21135638.000000 Penalty: 5999.530762
	Iteration 7Q: 3 clusters Score -2.113564e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -21139010.000000 Penalty: 5999.530762
	Iteration 8Q: 3 clusters Score -2.113901e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -21145056.000000 Penalty: 5999.530762
	Iteration 9F: 3 clusters Score -2.114506e+07 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 138055 members 
Entering Unmasked Estep 
Score: -21155748.000000 Penalty: 5999.530762
	Iteration 10F: 3 clusters Score -2.115575e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -21169852.000000 Penalty: 5999.530762
	Iteration 11F: 3 clusters Score -2.116985e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -21181334.000000 Penalty: 5999.530762
	Iteration 12F: 3 clusters Score -2.118133e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -21187506.000000 Penalty: 5999.530762
	Iteration 13Q: 3 clusters Score -2.118751e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 177845 members 
Entering Unmasked Estep 
Score: -21189792.000000 Penalty: 5999.530762
	Iteration 14Q: 3 clusters Score -2.118979e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -21190462.000000 Penalty: 5999.530762
	Iteration 15Q: 3 clusters Score -2.119046e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -21190648.000000 Penalty: 5999.530762
	Iteration 16Q: 3 clusters Score -2.119065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -21190776.000000 Penalty: 5999.530762
	Iteration 17Q: 3 clusters Score -2.119078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 178897 members 
Entering Unmasked Estep 
Score: -21190826.000000 Penalty: 5999.530762
	Iteration 18Q: 3 clusters Score -2.119083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -21190838.000000 Penalty: 5999.530762
	Iteration 19Q: 3 clusters Score -2.119084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178911 members 
Entering Unmasked Estep 
Score: -21190852.000000 Penalty: 5999.530762
	Iteration 20F: 3 clusters Score -2.119085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -21190868.000000 Penalty: 5999.530762
	Iteration 21Q: 3 clusters Score -2.119087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -21190874.000000 Penalty: 5999.530762
	Iteration 22Q: 3 clusters Score -2.119087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -21190860.000000 Penalty: 5999.530762
	Iteration 23Q: 3 clusters Score -2.119086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 178917 members 
Entering Unmasked Estep 
Score: -21190864.000000 Penalty: 5999.530762
	Iteration 24Q: 3 clusters Score -2.119086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 178917 members 
Entering Unmasked Estep 
Score: -21190876.000000 Penalty: 5999.530762
	Iteration 25Q: 3 clusters Score -2.119088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -21190868.000000 Penalty: 5999.530762
	Iteration 26Q: 3 clusters Score -2.119087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -21190868.000000 Penalty: 5999.530762
	Iteration 27F: 3 clusters Score -2.119087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Entering Unmasked Estep 
Score: -783785.562500 Penalty: 2182.652344
	Iteration 0F: 2 clusters Score -783785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -778268.937500 Penalty: 4365.304688
	Iteration 0F: 3 clusters Score -778268.9 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -779756.500000 Penalty: 4365.304688
	Iteration 1F: 3 clusters Score -779756.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -780002.312500 Penalty: 4365.304688
	Iteration 2F: 3 clusters Score -780002.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -780169.812500 Penalty: 4365.304688
	Iteration 3Q: 3 clusters Score -780169.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -780321.500000 Penalty: 4365.304688
	Iteration 4Q: 3 clusters Score -780321.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -780473.062500 Penalty: 4365.304688
	Iteration 5Q: 3 clusters Score -780473.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -780626.375000 Penalty: 4365.304688
	Iteration 6Q: 3 clusters Score -780626.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -780786.312500 Penalty: 4365.304688
	Iteration 7Q: 3 clusters Score -780786.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -780983.250000 Penalty: 4365.304688
	Iteration 8Q: 3 clusters Score -780983.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -781168.875000 Penalty: 4365.304688
	Iteration 9Q: 3 clusters Score -781168.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -781362.000000 Penalty: 4365.304688
	Iteration 10Q: 3 clusters Score -781362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -781579.437500 Penalty: 4365.304688
	Iteration 11Q: 3 clusters Score -781579.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -781786.000000 Penalty: 4365.304688
	Iteration 12Q: 3 clusters Score -781786 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -781940.812500 Penalty: 4365.304688
	Iteration 13Q: 3 clusters Score -781940.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -782041.687500 Penalty: 4365.304688
	Iteration 14Q: 3 clusters Score -782041.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -782133.750000 Penalty: 4365.304688
	Iteration 15Q: 3 clusters Score -782133.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -782215.875000 Penalty: 4365.304688
	Iteration 16Q: 3 clusters Score -782215.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -782287.625000 Penalty: 4365.304688
	Iteration 17Q: 3 clusters Score -782287.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -782342.000000 Penalty: 4365.304688
	Iteration 18Q: 3 clusters Score -782342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -782372.812500 Penalty: 4365.304688
	Iteration 19Q: 3 clusters Score -782372.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -782388.500000 Penalty: 4365.304688
	Iteration 20F: 3 clusters Score -782388.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -782400.500000 Penalty: 4365.304688
	Iteration 21Q: 3 clusters Score -782400.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -782406.625000 Penalty: 4365.304688
	Iteration 22Q: 3 clusters Score -782406.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -782409.875000 Penalty: 4365.304688
	Iteration 23Q: 3 clusters Score -782409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -782414.000000 Penalty: 4365.304688
	Iteration 24Q: 3 clusters Score -782414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -782417.625000 Penalty: 4365.304688
	Iteration 25Q: 3 clusters Score -782417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -782419.937500 Penalty: 4365.304688
	Iteration 26Q: 3 clusters Score -782419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -782422.125000 Penalty: 4365.304688
	Iteration 27Q: 3 clusters Score -782422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -782424.187500 Penalty: 4365.304688
	Iteration 28Q: 3 clusters Score -782424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -782428.000000 Penalty: 4365.304688
	Iteration 29Q: 3 clusters Score -782428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -782432.125000 Penalty: 4365.304688
	Iteration 30Q: 3 clusters Score -782432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -782431.500000 Penalty: 4365.304688
	Iteration 31Q: 3 clusters Score -782431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -782432.687500 Penalty: 4365.304688
	Iteration 32Q: 3 clusters Score -782432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -782432.562500 Penalty: 4365.304688
	Iteration 33Q: 3 clusters Score -782432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -782432.312500 Penalty: 4365.304688
	Iteration 34Q: 3 clusters Score -782432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -782433.375000 Penalty: 4365.304688
	Iteration 35Q: 3 clusters Score -782433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -782433.562500 Penalty: 4365.304688
	Iteration 36Q: 3 clusters Score -782433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -782432.562500 Penalty: 4365.304688
	Iteration 37Q: 3 clusters Score -782432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -782433.250000 Penalty: 4365.304688
	Iteration 38Q: 3 clusters Score -782433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -782432.937500 Penalty: 4365.304688
	Iteration 39Q: 3 clusters Score -782432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -782432.937500 Penalty: 4365.304688
	Iteration 40F: 3 clusters Score -782432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Entering Unmasked Estep 
Score: -7995770.500000 Penalty: 2756.563477
	Iteration 0F: 2 clusters Score -7995770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7950681.500000 Penalty: 5513.126953
	Iteration 0F: 3 clusters Score -7950682 nChanged 31263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7968145.000000 Penalty: 5513.126953
	Iteration 1F: 3 clusters Score -7968145 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -7968859.000000 Penalty: 5513.126953
	Iteration 2Q: 3 clusters Score -7968859 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -7969742.000000 Penalty: 5513.126953
	Iteration 3Q: 3 clusters Score -7969742 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -7971029.500000 Penalty: 5513.126953
	Iteration 4Q: 3 clusters Score -7971030 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7972968.500000 Penalty: 5513.126953
	Iteration 5F: 3 clusters Score -7972968 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7975894.500000 Penalty: 5513.126953
	Iteration 6F: 3 clusters Score -7975894 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -7980118.000000 Penalty: 5513.126953
	Iteration 7F: 3 clusters Score -7980118 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -7985009.000000 Penalty: 5513.126953
	Iteration 8F: 3 clusters Score -7985009 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -7988164.500000 Penalty: 5513.126953
	Iteration 9F: 3 clusters Score -7988164 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -7989494.500000 Penalty: 5513.126953
	Iteration 10Q: 3 clusters Score -7989494 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -7990042.000000 Penalty: 5513.126953
	Iteration 11Q: 3 clusters Score -7990042 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -7990355.500000 Penalty: 5513.126953
	Iteration 12Q: 3 clusters Score -7990356 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -7990674.000000 Penalty: 5513.126953
	Iteration 13Q: 3 clusters Score -7990674 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -7990935.000000 Penalty: 5513.126953
	Iteration 14Q: 3 clusters Score -7990935 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -7991154.500000 Penalty: 5513.126953
	Iteration 15Q: 3 clusters Score -7991154 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -7991333.500000 Penalty: 5513.126953
	Iteration 16Q: 3 clusters Score -7991334 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7991527.000000 Penalty: 5513.126953
	Iteration 17Q: 3 clusters Score -7991527 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -7991711.000000 Penalty: 5513.126953
	Iteration 18Q: 3 clusters Score -7991711 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -7991847.000000 Penalty: 5513.126953
	Iteration 19Q: 3 clusters Score -7991847 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -7991996.500000 Penalty: 5513.126953
	Iteration 20F: 3 clusters Score -7991996 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -7992162.000000 Penalty: 5513.126953
	Iteration 21Q: 3 clusters Score -7992162 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -7992311.000000 Penalty: 5513.126953
	Iteration 22Q: 3 clusters Score -7992311 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -7992470.000000 Penalty: 5513.126953
	Iteration 23Q: 3 clusters Score -7992470 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -7992673.000000 Penalty: 5513.126953
	Iteration 24Q: 3 clusters Score -7992673 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -7992824.500000 Penalty: 5513.126953
	Iteration 25Q: 3 clusters Score -7992824 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -7992931.000000 Penalty: 5513.126953
	Iteration 26Q: 3 clusters Score -7992931 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7993041.000000 Penalty: 5513.126953
	Iteration 27Q: 3 clusters Score -7993041 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -7993126.000000 Penalty: 5513.126953
	Iteration 28Q: 3 clusters Score -7993126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7993193.000000 Penalty: 5513.126953
	Iteration 29Q: 3 clusters Score -7993193 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7993253.500000 Penalty: 5513.126953
	Iteration 30Q: 3 clusters Score -7993254 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7993309.500000 Penalty: 5513.126953
	Iteration 31Q: 3 clusters Score -7993310 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7993358.500000 Penalty: 5513.126953
	Iteration 32Q: 3 clusters Score -7993358 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7993407.000000 Penalty: 5513.126953
	Iteration 33Q: 3 clusters Score -7993407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7993462.500000 Penalty: 5513.126953
	Iteration 34Q: 3 clusters Score -7993462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7993485.000000 Penalty: 5513.126953
	Iteration 35Q: 3 clusters Score -7993485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7993514.000000 Penalty: 5513.126953
	Iteration 36Q: 3 clusters Score -7993514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -7993550.000000 Penalty: 5513.126953
	Iteration 37Q: 3 clusters Score -7993550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7993583.500000 Penalty: 5513.126953
	Iteration 38Q: 3 clusters Score -7993584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7993574.000000 Penalty: 5513.126953
	Iteration 39Q: 3 clusters Score -7993574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7993592.500000 Penalty: 5513.126953
	Iteration 40F: 3 clusters Score -7993592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7993618.000000 Penalty: 5513.126953
	Iteration 41Q: 3 clusters Score -7993618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7993635.000000 Penalty: 5513.126953
	Iteration 42Q: 3 clusters Score -7993635 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7993658.000000 Penalty: 5513.126953
	Iteration 43Q: 3 clusters Score -7993658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7993675.500000 Penalty: 5513.126953
	Iteration 44Q: 3 clusters Score -7993676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7993690.500000 Penalty: 5513.126953
	Iteration 45Q: 3 clusters Score -7993690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7993698.500000 Penalty: 5513.126953
	Iteration 46Q: 3 clusters Score -7993698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7993689.500000 Penalty: 5513.126953
	Iteration 47Q: 3 clusters Score -7993690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7993685.000000 Penalty: 5513.126953
	Iteration 48Q: 3 clusters Score -7993685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7993695.500000 Penalty: 5513.126953
	Iteration 49Q: 3 clusters Score -7993696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7993691.500000 Penalty: 5513.126953
	Iteration 50Q: 3 clusters Score -7993692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7993685.500000 Penalty: 5513.126953
	Iteration 51Q: 3 clusters Score -7993686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7993712.000000 Penalty: 5513.126953
	Iteration 52Q: 3 clusters Score -7993712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7993724.500000 Penalty: 5513.126953
	Iteration 53Q: 3 clusters Score -7993724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7993741.000000 Penalty: 5513.126953
	Iteration 54Q: 3 clusters Score -7993741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7993741.000000 Penalty: 5513.126953
	Iteration 55Q: 3 clusters Score -7993741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7993748.500000 Penalty: 5513.126953
	Iteration 56Q: 3 clusters Score -7993748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64879 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7993754.500000 Penalty: 5513.126953
	Iteration 57Q: 3 clusters Score -7993754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7993766.000000 Penalty: 5513.126953
	Iteration 58Q: 3 clusters Score -7993766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7993769.500000 Penalty: 5513.126953
	Iteration 59Q: 3 clusters Score -7993770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7993781.000000 Penalty: 5513.126953
	Iteration 60F: 3 clusters Score -7993781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7993778.500000 Penalty: 5513.126953
	Iteration 61Q: 3 clusters Score -7993778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7993780.500000 Penalty: 5513.126953
	Iteration 62Q: 3 clusters Score -7993780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7993795.000000 Penalty: 5513.126953
	Iteration 63Q: 3 clusters Score -7993795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7993800.000000 Penalty: 5513.126953
	Iteration 64Q: 3 clusters Score -7993800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7993811.500000 Penalty: 5513.126953
	Iteration 65Q: 3 clusters Score -7993812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7993808.000000 Penalty: 5513.126953
	Iteration 66Q: 3 clusters Score -7993808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7993809.000000 Penalty: 5513.126953
	Iteration 67Q: 3 clusters Score -7993809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7993818.500000 Penalty: 5513.126953
	Iteration 68Q: 3 clusters Score -7993818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7993818.000000 Penalty: 5513.126953
	Iteration 69Q: 3 clusters Score -7993818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7993823.000000 Penalty: 5513.126953
	Iteration 70Q: 3 clusters Score -7993823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7993826.000000 Penalty: 5513.126953
	Iteration 71Q: 3 clusters Score -7993826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7993821.500000 Penalty: 5513.126953
	Iteration 72Q: 3 clusters Score -7993822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7993823.000000 Penalty: 5513.126953
	Iteration 73Q: 3 clusters Score -7993823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7993823.000000 Penalty: 5513.126953
	Iteration 74Q: 3 clusters Score -7993823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7993822.000000 Penalty: 5513.126953
	Iteration 75Q: 3 clusters Score -7993822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7993823.500000 Penalty: 5513.126953
	Iteration 76Q: 3 clusters Score -7993824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7993818.500000 Penalty: 5513.126953
	Iteration 77Q: 3 clusters Score -7993818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7993821.500000 Penalty: 5513.126953
	Iteration 78Q: 3 clusters Score -7993822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7993821.500000 Penalty: 5513.126953
	Iteration 79F: 3 clusters Score -7993822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -114825.609375 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -114825.6 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 512 members 
Entering Unmasked Estep 
Score: -112850.437500 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -112850.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113129.867188 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -113129.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113193.234375 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -113193.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113224.085938 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -113224.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113244.968750 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -113245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113254.804688 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -113254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113260.687500 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -113260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113263.648438 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -113263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113270.328125 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -113270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113279.906250 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -113279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113284.546875 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -113284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113285.304688 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -113285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113285.304688 Penalty: 3451.861816
	Iteration 12F: 3 clusters Score -113285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (186959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186959 members 
Entering Unmasked Estep 
Score: -22006736.000000 Penalty: 3010.383789
	Iteration 0F: 2 clusters Score -2.200674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -21886290.000000 Penalty: 6020.767578
	Iteration 0F: 3 clusters Score -2.188629e+07 nChanged 89737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -21938654.000000 Penalty: 6020.767578
	Iteration 1F: 3 clusters Score -2.193865e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -21940030.000000 Penalty: 6020.767578
	Iteration 2Q: 3 clusters Score -2.194003e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -21942316.000000 Penalty: 6020.767578
	Iteration 3Q: 3 clusters Score -2.194232e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -21945668.000000 Penalty: 6020.767578
	Iteration 4Q: 3 clusters Score -2.194567e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -21950932.000000 Penalty: 6020.767578
	Iteration 5F: 3 clusters Score -2.195093e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -21958462.000000 Penalty: 6020.767578
	Iteration 6F: 3 clusters Score -2.195846e+07 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121427 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -21968830.000000 Penalty: 6020.767578
	Iteration 7F: 3 clusters Score -2.196883e+07 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128644 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -21979238.000000 Penalty: 6020.767578
	Iteration 8F: 3 clusters Score -2.197924e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -21986352.000000 Penalty: 6020.767578
	Iteration 9F: 3 clusters Score -2.198635e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -21989654.000000 Penalty: 6020.767578
	Iteration 10Q: 3 clusters Score -2.198965e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -21991382.000000 Penalty: 6020.767578
	Iteration 11Q: 3 clusters Score -2.199138e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -21992854.000000 Penalty: 6020.767578
	Iteration 12Q: 3 clusters Score -2.199285e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149074 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -21994168.000000 Penalty: 6020.767578
	Iteration 13Q: 3 clusters Score -2.199417e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -21995746.000000 Penalty: 6020.767578
	Iteration 14Q: 3 clusters Score -2.199575e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -21997228.000000 Penalty: 6020.767578
	Iteration 15Q: 3 clusters Score -2.199723e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -21998420.000000 Penalty: 6020.767578
	Iteration 16Q: 3 clusters Score -2.199842e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162789 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -21999648.000000 Penalty: 6020.767578
	Iteration 17Q: 3 clusters Score -2.199965e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -22000774.000000 Penalty: 6020.767578
	Iteration 18Q: 3 clusters Score -2.200077e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -22001650.000000 Penalty: 6020.767578
	Iteration 19Q: 3 clusters Score -2.200165e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170946 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -22002406.000000 Penalty: 6020.767578
	Iteration 20F: 3 clusters Score -2.200241e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -22003018.000000 Penalty: 6020.767578
	Iteration 21Q: 3 clusters Score -2.200302e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -22003366.000000 Penalty: 6020.767578
	Iteration 22Q: 3 clusters Score -2.200337e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -22003786.000000 Penalty: 6020.767578
	Iteration 23Q: 3 clusters Score -2.200379e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -22004346.000000 Penalty: 6020.767578
	Iteration 24Q: 3 clusters Score -2.200435e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178909 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -22004456.000000 Penalty: 6020.767578
	Iteration 25Q: 3 clusters Score -2.200446e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -22004734.000000 Penalty: 6020.767578
	Iteration 26Q: 3 clusters Score -2.200473e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -22004790.000000 Penalty: 6020.767578
	Iteration 27Q: 3 clusters Score -2.200479e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181373 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22004780.000000 Penalty: 6020.767578
	Iteration 28Q: 3 clusters Score -2.200478e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -22004938.000000 Penalty: 6020.767578
	Iteration 29Q: 3 clusters Score -2.200494e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -22004944.000000 Penalty: 6020.767578
	Iteration 30Q: 3 clusters Score -2.200494e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182839 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -22004940.000000 Penalty: 6020.767578
	Iteration 31Q: 3 clusters Score -2.200494e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22004978.000000 Penalty: 6020.767578
	Iteration 32Q: 3 clusters Score -2.200498e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183442 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -22004956.000000 Penalty: 6020.767578
	Iteration 33Q: 3 clusters Score -2.200496e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183667 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22005000.000000 Penalty: 6020.767578
	Iteration 34Q: 3 clusters Score -2.2005e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -22005050.000000 Penalty: 6020.767578
	Iteration 35Q: 3 clusters Score -2.200505e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184028 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -22005102.000000 Penalty: 6020.767578
	Iteration 36Q: 3 clusters Score -2.20051e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184165 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -22005122.000000 Penalty: 6020.767578
	Iteration 37Q: 3 clusters Score -2.200512e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184281 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22005142.000000 Penalty: 6020.767578
	Iteration 38Q: 3 clusters Score -2.200514e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184381 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -22005126.000000 Penalty: 6020.767578
	Iteration 39Q: 3 clusters Score -2.200513e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184463 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -22005180.000000 Penalty: 6020.767578
	Iteration 40F: 3 clusters Score -2.200518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22005188.000000 Penalty: 6020.767578
	Iteration 41Q: 3 clusters Score -2.200519e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -22005204.000000 Penalty: 6020.767578
	Iteration 42Q: 3 clusters Score -2.20052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22005202.000000 Penalty: 6020.767578
	Iteration 43Q: 3 clusters Score -2.20052e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -22005196.000000 Penalty: 6020.767578
	Iteration 44Q: 3 clusters Score -2.20052e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184774 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22005236.000000 Penalty: 6020.767578
	Iteration 45Q: 3 clusters Score -2.200524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184831 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6020.767578
	Iteration 46Q: 3 clusters Score -2.200524e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -22005228.000000 Penalty: 6020.767578
	Iteration 47Q: 3 clusters Score -2.200523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184951 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22005208.000000 Penalty: 6020.767578
	Iteration 48Q: 3 clusters Score -2.200521e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6020.767578
	Iteration 49Q: 3 clusters Score -2.200524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185030 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22005242.000000 Penalty: 6020.767578
	Iteration 50Q: 3 clusters Score -2.200524e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185068 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -22005278.000000 Penalty: 6020.767578
	Iteration 51Q: 3 clusters Score -2.200528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22005262.000000 Penalty: 6020.767578
	Iteration 52Q: 3 clusters Score -2.200526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -22005242.000000 Penalty: 6020.767578
	Iteration 53Q: 3 clusters Score -2.200524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -22005248.000000 Penalty: 6020.767578
	Iteration 54Q: 3 clusters Score -2.200525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185149 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22005222.000000 Penalty: 6020.767578
	Iteration 55Q: 3 clusters Score -2.200522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185164 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22005218.000000 Penalty: 6020.767578
	Iteration 56Q: 3 clusters Score -2.200522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22005216.000000 Penalty: 6020.767578
	Iteration 57Q: 3 clusters Score -2.200522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185182 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22005228.000000 Penalty: 6020.767578
	Iteration 58Q: 3 clusters Score -2.200523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22005242.000000 Penalty: 6020.767578
	Iteration 59Q: 3 clusters Score -2.200524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185193 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6020.767578
	Iteration 60F: 3 clusters Score -2.200524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -22005242.000000 Penalty: 6020.767578
	Iteration 61Q: 3 clusters Score -2.200524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6020.767578
	Iteration 62Q: 3 clusters Score -2.200524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6020.767578
	Iteration 63F: 3 clusters Score -2.200524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Entering Unmasked Estep 
Score: -6609390.000000 Penalty: 2711.033936
	Iteration 0F: 2 clusters Score -6609390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -6571857.500000 Penalty: 5422.067871
	Iteration 0F: 3 clusters Score -6571858 nChanged 25907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6586377.000000 Penalty: 5422.067871
	Iteration 1F: 3 clusters Score -6586377 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6587349.000000 Penalty: 5422.067871
	Iteration 2Q: 3 clusters Score -6587349 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -6588621.000000 Penalty: 5422.067871
	Iteration 3Q: 3 clusters Score -6588621 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6590379.000000 Penalty: 5422.067871
	Iteration 4F: 3 clusters Score -6590379 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6592398.000000 Penalty: 5422.067871
	Iteration 5F: 3 clusters Score -6592398 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6594424.000000 Penalty: 5422.067871
	Iteration 6F: 3 clusters Score -6594424 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -6595930.000000 Penalty: 5422.067871
	Iteration 7F: 3 clusters Score -6595930 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6597001.500000 Penalty: 5422.067871
	Iteration 8Q: 3 clusters Score -6597002 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6597676.500000 Penalty: 5422.067871
	Iteration 9Q: 3 clusters Score -6597676 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -6598134.500000 Penalty: 5422.067871
	Iteration 10Q: 3 clusters Score -6598134 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -6598415.500000 Penalty: 5422.067871
	Iteration 11Q: 3 clusters Score -6598416 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6598582.000000 Penalty: 5422.067871
	Iteration 12Q: 3 clusters Score -6598582 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -6598717.000000 Penalty: 5422.067871
	Iteration 13Q: 3 clusters Score -6598717 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -6598868.000000 Penalty: 5422.067871
	Iteration 14Q: 3 clusters Score -6598868 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6598985.500000 Penalty: 5422.067871
	Iteration 15Q: 3 clusters Score -6598986 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -6599149.500000 Penalty: 5422.067871
	Iteration 16Q: 3 clusters Score -6599150 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -6599281.500000 Penalty: 5422.067871
	Iteration 17Q: 3 clusters Score -6599282 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -6599496.500000 Penalty: 5422.067871
	Iteration 18Q: 3 clusters Score -6599496 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -6599739.000000 Penalty: 5422.067871
	Iteration 19Q: 3 clusters Score -6599739 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -6599986.500000 Penalty: 5422.067871
	Iteration 20F: 3 clusters Score -6599986 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6600349.500000 Penalty: 5422.067871
	Iteration 21Q: 3 clusters Score -6600350 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -6600742.500000 Penalty: 5422.067871
	Iteration 22Q: 3 clusters Score -6600742 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -6601147.500000 Penalty: 5422.067871
	Iteration 23Q: 3 clusters Score -6601148 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6601615.000000 Penalty: 5422.067871
	Iteration 24Q: 3 clusters Score -6601615 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -6602233.500000 Penalty: 5422.067871
	Iteration 25Q: 3 clusters Score -6602234 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -6602909.500000 Penalty: 5422.067871
	Iteration 26Q: 3 clusters Score -6602910 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -6603569.000000 Penalty: 5422.067871
	Iteration 27Q: 3 clusters Score -6603569 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6604215.000000 Penalty: 5422.067871
	Iteration 28Q: 3 clusters Score -6604215 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6604802.500000 Penalty: 5422.067871
	Iteration 29Q: 3 clusters Score -6604802 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6605359.000000 Penalty: 5422.067871
	Iteration 30Q: 3 clusters Score -6605359 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6605808.000000 Penalty: 5422.067871
	Iteration 31Q: 3 clusters Score -6605808 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6606138.000000 Penalty: 5422.067871
	Iteration 32Q: 3 clusters Score -6606138 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6606355.000000 Penalty: 5422.067871
	Iteration 33Q: 3 clusters Score -6606355 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6606496.500000 Penalty: 5422.067871
	Iteration 34Q: 3 clusters Score -6606496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6606659.000000 Penalty: 5422.067871
	Iteration 35Q: 3 clusters Score -6606659 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6606745.000000 Penalty: 5422.067871
	Iteration 36Q: 3 clusters Score -6606745 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6606845.000000 Penalty: 5422.067871
	Iteration 37Q: 3 clusters Score -6606845 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6606903.000000 Penalty: 5422.067871
	Iteration 38Q: 3 clusters Score -6606903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6606966.500000 Penalty: 5422.067871
	Iteration 39Q: 3 clusters Score -6606966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6607003.000000 Penalty: 5422.067871
	Iteration 40F: 3 clusters Score -6607003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6607029.500000 Penalty: 5422.067871
	Iteration 41Q: 3 clusters Score -6607030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6607036.000000 Penalty: 5422.067871
	Iteration 42Q: 3 clusters Score -6607036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6607050.000000 Penalty: 5422.067871
	Iteration 43Q: 3 clusters Score -6607050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6607054.000000 Penalty: 5422.067871
	Iteration 44Q: 3 clusters Score -6607054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6607065.000000 Penalty: 5422.067871
	Iteration 45Q: 3 clusters Score -6607065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6607087.000000 Penalty: 5422.067871
	Iteration 46Q: 3 clusters Score -6607087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6607105.000000 Penalty: 5422.067871
	Iteration 47Q: 3 clusters Score -6607105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6607109.000000 Penalty: 5422.067871
	Iteration 48Q: 3 clusters Score -6607109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6607111.000000 Penalty: 5422.067871
	Iteration 49Q: 3 clusters Score -6607111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6607121.000000 Penalty: 5422.067871
	Iteration 50Q: 3 clusters Score -6607121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6607128.000000 Penalty: 5422.067871
	Iteration 51Q: 3 clusters Score -6607128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6607139.500000 Penalty: 5422.067871
	Iteration 52Q: 3 clusters Score -6607140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6607135.500000 Penalty: 5422.067871
	Iteration 53Q: 3 clusters Score -6607136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6607141.500000 Penalty: 5422.067871
	Iteration 54Q: 3 clusters Score -6607142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6607146.500000 Penalty: 5422.067871
	Iteration 55Q: 3 clusters Score -6607146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6607147.500000 Penalty: 5422.067871
	Iteration 56Q: 3 clusters Score -6607148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6607154.000000 Penalty: 5422.067871
	Iteration 57Q: 3 clusters Score -6607154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6607157.500000 Penalty: 5422.067871
	Iteration 58Q: 3 clusters Score -6607158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6607156.000000 Penalty: 5422.067871
	Iteration 59Q: 3 clusters Score -6607156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6607156.500000 Penalty: 5422.067871
	Iteration 60F: 3 clusters Score -6607156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (90186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Entering Unmasked Estep 
Score: -10707658.000000 Penalty: 2829.588135
	Iteration 0F: 2 clusters Score -1.070766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -10647283.000000 Penalty: 5659.176270
	Iteration 0F: 3 clusters Score -1.064728e+07 nChanged 42545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -10671278.000000 Penalty: 5659.176270
	Iteration 1F: 3 clusters Score -1.067128e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -10671822.000000 Penalty: 5659.176270
	Iteration 2Q: 3 clusters Score -1.067182e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -10672399.000000 Penalty: 5659.176270
	Iteration 3Q: 3 clusters Score -1.06724e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -10673078.000000 Penalty: 5659.176270
	Iteration 4Q: 3 clusters Score -1.067308e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -10674135.000000 Penalty: 5659.176270
	Iteration 5Q: 3 clusters Score -1.067414e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -10675884.000000 Penalty: 5659.176270
	Iteration 6Q: 3 clusters Score -1.067588e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -10679028.000000 Penalty: 5659.176270
	Iteration 7F: 3 clusters Score -1.067903e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -10683734.000000 Penalty: 5659.176270
	Iteration 8F: 3 clusters Score -1.068373e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -10689766.000000 Penalty: 5659.176270
	Iteration 9F: 3 clusters Score -1.068977e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -10695886.000000 Penalty: 5659.176270
	Iteration 10F: 3 clusters Score -1.069589e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -10700203.000000 Penalty: 5659.176270
	Iteration 11F: 3 clusters Score -1.07002e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -10702767.000000 Penalty: 5659.176270
	Iteration 12Q: 3 clusters Score -1.070277e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -10703948.000000 Penalty: 5659.176270
	Iteration 13Q: 3 clusters Score -1.070395e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -10704522.000000 Penalty: 5659.176270
	Iteration 14Q: 3 clusters Score -1.070452e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -10704789.000000 Penalty: 5659.176270
	Iteration 15Q: 3 clusters Score -1.070479e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -10704901.000000 Penalty: 5659.176270
	Iteration 16Q: 3 clusters Score -1.07049e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -10704988.000000 Penalty: 5659.176270
	Iteration 17Q: 3 clusters Score -1.070499e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -10705039.000000 Penalty: 5659.176270
	Iteration 18Q: 3 clusters Score -1.070504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -10705083.000000 Penalty: 5659.176270
	Iteration 19Q: 3 clusters Score -1.070508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -10705105.000000 Penalty: 5659.176270
	Iteration 20F: 3 clusters Score -1.07051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -10705128.000000 Penalty: 5659.176270
	Iteration 21Q: 3 clusters Score -1.070513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -10705141.000000 Penalty: 5659.176270
	Iteration 22Q: 3 clusters Score -1.070514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -10705150.000000 Penalty: 5659.176270
	Iteration 23Q: 3 clusters Score -1.070515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -10705159.000000 Penalty: 5659.176270
	Iteration 24Q: 3 clusters Score -1.070516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -10705168.000000 Penalty: 5659.176270
	Iteration 25Q: 3 clusters Score -1.070517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -10705165.000000 Penalty: 5659.176270
	Iteration 26Q: 3 clusters Score -1.070516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -10705167.000000 Penalty: 5659.176270
	Iteration 27Q: 3 clusters Score -1.070517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -10705170.000000 Penalty: 5659.176270
	Iteration 28Q: 3 clusters Score -1.070517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -10705171.000000 Penalty: 5659.176270
	Iteration 29Q: 3 clusters Score -1.070517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -10705171.000000 Penalty: 5659.176270
	Iteration 30F: 3 clusters Score -1.070517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Entering Unmasked Estep 
Score: -9332612.000000 Penalty: 2795.288574
	Iteration 0F: 2 clusters Score -9332612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -9279818.000000 Penalty: 5590.577148
	Iteration 0F: 3 clusters Score -9279818 nChanged 37066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -9300815.000000 Penalty: 5590.577148
	Iteration 1F: 3 clusters Score -9300815 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -9301726.000000 Penalty: 5590.577148
	Iteration 2Q: 3 clusters Score -9301726 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9303034.000000 Penalty: 5590.577148
	Iteration 3Q: 3 clusters Score -9303034 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -9304821.000000 Penalty: 5590.577148
	Iteration 4Q: 3 clusters Score -9304821 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -9307519.000000 Penalty: 5590.577148
	Iteration 5F: 3 clusters Score -9307519 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -9311193.000000 Penalty: 5590.577148
	Iteration 6F: 3 clusters Score -9311193 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -9316353.000000 Penalty: 5590.577148
	Iteration 7F: 3 clusters Score -9316353 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -9322016.000000 Penalty: 5590.577148
	Iteration 8F: 3 clusters Score -9322016 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -9325260.000000 Penalty: 5590.577148
	Iteration 9F: 3 clusters Score -9325260 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9326404.000000 Penalty: 5590.577148
	Iteration 10Q: 3 clusters Score -9326404 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -9326823.000000 Penalty: 5590.577148
	Iteration 11Q: 3 clusters Score -9326823 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -9327125.000000 Penalty: 5590.577148
	Iteration 12Q: 3 clusters Score -9327125 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -9327402.000000 Penalty: 5590.577148
	Iteration 13Q: 3 clusters Score -9327402 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -9327638.000000 Penalty: 5590.577148
	Iteration 14Q: 3 clusters Score -9327638 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -9327853.000000 Penalty: 5590.577148
	Iteration 15Q: 3 clusters Score -9327853 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -9328090.000000 Penalty: 5590.577148
	Iteration 16Q: 3 clusters Score -9328090 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -9328330.000000 Penalty: 5590.577148
	Iteration 17Q: 3 clusters Score -9328330 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -9328501.000000 Penalty: 5590.577148
	Iteration 18Q: 3 clusters Score -9328501 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -9328647.000000 Penalty: 5590.577148
	Iteration 19Q: 3 clusters Score -9328647 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -9328790.000000 Penalty: 5590.577148
	Iteration 20F: 3 clusters Score -9328790 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -9328903.000000 Penalty: 5590.577148
	Iteration 21Q: 3 clusters Score -9328903 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -9329038.000000 Penalty: 5590.577148
	Iteration 22Q: 3 clusters Score -9329038 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -9329168.000000 Penalty: 5590.577148
	Iteration 23Q: 3 clusters Score -9329168 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -9329314.000000 Penalty: 5590.577148
	Iteration 24Q: 3 clusters Score -9329314 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -9329413.000000 Penalty: 5590.577148
	Iteration 25Q: 3 clusters Score -9329413 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -9329522.000000 Penalty: 5590.577148
	Iteration 26Q: 3 clusters Score -9329522 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -9329618.000000 Penalty: 5590.577148
	Iteration 27Q: 3 clusters Score -9329618 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -9329712.000000 Penalty: 5590.577148
	Iteration 28Q: 3 clusters Score -9329712 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -9329808.000000 Penalty: 5590.577148
	Iteration 29Q: 3 clusters Score -9329808 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -9329853.000000 Penalty: 5590.577148
	Iteration 30Q: 3 clusters Score -9329853 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -9329900.000000 Penalty: 5590.577148
	Iteration 31Q: 3 clusters Score -9329900 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -9329981.000000 Penalty: 5590.577148
	Iteration 32Q: 3 clusters Score -9329981 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9330065.000000 Penalty: 5590.577148
	Iteration 33Q: 3 clusters Score -9330065 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -9330132.000000 Penalty: 5590.577148
	Iteration 34Q: 3 clusters Score -9330132 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -9330204.000000 Penalty: 5590.577148
	Iteration 35Q: 3 clusters Score -9330204 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9330296.000000 Penalty: 5590.577148
	Iteration 36Q: 3 clusters Score -9330296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9330323.000000 Penalty: 5590.577148
	Iteration 37Q: 3 clusters Score -9330323 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -9330371.000000 Penalty: 5590.577148
	Iteration 38Q: 3 clusters Score -9330371 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -9330386.000000 Penalty: 5590.577148
	Iteration 39Q: 3 clusters Score -9330386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9330431.000000 Penalty: 5590.577148
	Iteration 40F: 3 clusters Score -9330431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -9330472.000000 Penalty: 5590.577148
	Iteration 41Q: 3 clusters Score -9330472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -9330512.000000 Penalty: 5590.577148
	Iteration 42Q: 3 clusters Score -9330512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9330545.000000 Penalty: 5590.577148
	Iteration 43Q: 3 clusters Score -9330545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9330609.000000 Penalty: 5590.577148
	Iteration 44Q: 3 clusters Score -9330609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9330636.000000 Penalty: 5590.577148
	Iteration 45Q: 3 clusters Score -9330636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9330659.000000 Penalty: 5590.577148
	Iteration 46Q: 3 clusters Score -9330659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9330659.000000 Penalty: 5590.577148
	Iteration 47Q: 3 clusters Score -9330659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9330687.000000 Penalty: 5590.577148
	Iteration 48Q: 3 clusters Score -9330687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9330691.000000 Penalty: 5590.577148
	Iteration 49Q: 3 clusters Score -9330691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9330699.000000 Penalty: 5590.577148
	Iteration 50Q: 3 clusters Score -9330699 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -9330688.000000 Penalty: 5590.577148
	Iteration 51Q: 3 clusters Score -9330688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9330711.000000 Penalty: 5590.577148
	Iteration 52Q: 3 clusters Score -9330711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9330721.000000 Penalty: 5590.577148
	Iteration 53Q: 3 clusters Score -9330721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9330718.000000 Penalty: 5590.577148
	Iteration 54Q: 3 clusters Score -9330718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9330728.000000 Penalty: 5590.577148
	Iteration 55Q: 3 clusters Score -9330728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9330727.000000 Penalty: 5590.577148
	Iteration 56Q: 3 clusters Score -9330727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9330724.000000 Penalty: 5590.577148
	Iteration 57Q: 3 clusters Score -9330724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -9330746.000000 Penalty: 5590.577148
	Iteration 58Q: 3 clusters Score -9330746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9330751.000000 Penalty: 5590.577148
	Iteration 59Q: 3 clusters Score -9330751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9330744.000000 Penalty: 5590.577148
	Iteration 60F: 3 clusters Score -9330744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9330738.000000 Penalty: 5590.577148
	Iteration 61Q: 3 clusters Score -9330738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9330738.000000 Penalty: 5590.577148
	Iteration 62Q: 3 clusters Score -9330738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9330747.000000 Penalty: 5590.577148
	Iteration 63Q: 3 clusters Score -9330747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9330753.000000 Penalty: 5590.577148
	Iteration 64Q: 3 clusters Score -9330753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9330746.000000 Penalty: 5590.577148
	Iteration 65Q: 3 clusters Score -9330746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9330744.000000 Penalty: 5590.577148
	Iteration 66Q: 3 clusters Score -9330744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9330740.000000 Penalty: 5590.577148
	Iteration 67Q: 3 clusters Score -9330740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9330745.000000 Penalty: 5590.577148
	Iteration 68Q: 3 clusters Score -9330745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9330751.000000 Penalty: 5590.577148
	Iteration 69Q: 3 clusters Score -9330751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9330754.000000 Penalty: 5590.577148
	Iteration 70Q: 3 clusters Score -9330754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9330748.000000 Penalty: 5590.577148
	Iteration 71Q: 3 clusters Score -9330748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9330748.000000 Penalty: 5590.577148
	Iteration 72Q: 3 clusters Score -9330748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9330751.000000 Penalty: 5590.577148
	Iteration 73Q: 3 clusters Score -9330751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9330757.000000 Penalty: 5590.577148
	Iteration 74Q: 3 clusters Score -9330757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9330758.000000 Penalty: 5590.577148
	Iteration 75Q: 3 clusters Score -9330758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9330759.000000 Penalty: 5590.577148
	Iteration 76Q: 3 clusters Score -9330759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9330757.000000 Penalty: 5590.577148
	Iteration 77Q: 3 clusters Score -9330757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9330752.000000 Penalty: 5590.577148
	Iteration 78Q: 3 clusters Score -9330752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9330755.000000 Penalty: 5590.577148
	Iteration 79Q: 3 clusters Score -9330755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9330753.000000 Penalty: 5590.577148
	Iteration 80F: 3 clusters Score -9330753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9330750.000000 Penalty: 5590.577148
	Iteration 81Q: 3 clusters Score -9330750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9330750.000000 Penalty: 5590.577148
	Iteration 82F: 3 clusters Score -9330750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 23022 members 
Mstep: Class 5 contains 101808 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 189139 members 
Mstep: Class 9 contains 3644 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179123 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 67183 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 186959 members 
Mstep: Class 16 contains 55915 members 
Mstep: Class 17 contains 90186 members 
Mstep: Class 19 contains 78537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054760.000000 Penalty: 61757.199219
Iteration 199Q: 19 clusters Score -1.180548e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 23144 members 
Mstep: Class 5 contains 101864 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 189100 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179095 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 67169 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 186959 members 
Mstep: Class 16 contains 55914 members 
Mstep: Class 17 contains 90127 members 
Mstep: Class 19 contains 78502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054864.000000 Penalty: 61757.199219
Iteration 200F: 19 clusters Score -1.180549e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 23278 members 
Mstep: Class 5 contains 101937 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 189067 members 
Mstep: Class 9 contains 3640 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179072 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 67139 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 186962 members 
Mstep: Class 16 contains 55913 members 
Mstep: Class 17 contains 90045 members 
Mstep: Class 19 contains 78462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055024.000000 Penalty: 61757.199219
Iteration 201Q: 19 clusters Score -1.18055e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 23423 members 
Mstep: Class 5 contains 102021 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 189024 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 179032 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 67111 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 15 contains 186978 members 
Mstep: Class 16 contains 55906 members 
Mstep: Class 17 contains 89972 members 
Mstep: Class 19 contains 78409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054992.000000 Penalty: 61757.199219
Iteration 202Q: 19 clusters Score -1.18055e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 23589 members 
Mstep: Class 5 contains 102085 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 188992 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 178993 members 
Mstep: Class 12 contains 6636 members 
Mstep: Class 13 contains 67091 members 
Mstep: Class 14 contains 1060 members 
Mstep: Class 15 contains 186971 members 
Mstep: Class 16 contains 55899 members 
Mstep: Class 17 contains 89907 members 
Mstep: Class 19 contains 78356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055064.000000 Penalty: 61757.199219
Iteration 203Q: 19 clusters Score -1.180551e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 23755 members 
Mstep: Class 5 contains 102115 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 188954 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 178976 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 67079 members 
Mstep: Class 14 contains 1064 members 
Mstep: Class 15 contains 186961 members 
Mstep: Class 16 contains 55897 members 
Mstep: Class 17 contains 89838 members 
Mstep: Class 19 contains 78313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054952.000000 Penalty: 61757.199219
Iteration 204Q: 19 clusters Score -1.18055e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 23929 members 
Mstep: Class 5 contains 102191 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 188892 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 178977 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 67060 members 
Mstep: Class 14 contains 1066 members 
Mstep: Class 15 contains 186933 members 
Mstep: Class 16 contains 55891 members 
Mstep: Class 17 contains 89761 members 
Mstep: Class 19 contains 78254 members 
Entering Unmasked Estep 
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Iteration 205Q: 19 clusters Score -1.180549e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 24117 members 
Mstep: Class 5 contains 102281 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 188840 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178959 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 67047 members 
Mstep: Class 14 contains 1065 members 
Mstep: Class 15 contains 186886 members 
Mstep: Class 16 contains 55888 members 
Mstep: Class 17 contains 89671 members 
Mstep: Class 19 contains 78203 members 
Entering Unmasked Estep 
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Iteration 206Q: 19 clusters Score -1.18055e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 24313 members 
Mstep: Class 5 contains 102358 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 188781 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178940 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 67026 members 
Mstep: Class 14 contains 1067 members 
Mstep: Class 15 contains 186837 members 
Mstep: Class 16 contains 55888 members 
Mstep: Class 17 contains 89593 members 
Mstep: Class 19 contains 78158 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -1.180552e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 24507 members 
Mstep: Class 5 contains 102438 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 188738 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178913 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 67007 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 186777 members 
Mstep: Class 16 contains 55883 members 
Mstep: Class 17 contains 89514 members 
Mstep: Class 19 contains 78118 members 
Entering Unmasked Estep 
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Iteration 208Q: 19 clusters Score -1.180553e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 24703 members 
Mstep: Class 5 contains 102531 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 188692 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178908 members 
Mstep: Class 12 contains 6627 members 
Mstep: Class 13 contains 66986 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 186726 members 
Mstep: Class 16 contains 55881 members 
Mstep: Class 17 contains 89427 members 
Mstep: Class 19 contains 78047 members 
Entering Unmasked Estep 
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Iteration 209Q: 19 clusters Score -1.180553e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 24873 members 
Mstep: Class 5 contains 102692 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 188612 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178884 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 66972 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186685 members 
Mstep: Class 16 contains 55876 members 
Mstep: Class 17 contains 89336 members 
Mstep: Class 19 contains 77976 members 
Entering Unmasked Estep 
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Iteration 210Q: 19 clusters Score -1.180555e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 25063 members 
Mstep: Class 5 contains 102834 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 188542 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178839 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 66947 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186660 members 
Mstep: Class 16 contains 55868 members 
Mstep: Class 17 contains 89256 members 
Mstep: Class 19 contains 77905 members 
Entering Unmasked Estep 
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Iteration 211Q: 19 clusters Score -1.180554e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 25249 members 
Mstep: Class 5 contains 103007 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 188481 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178766 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 66921 members 
Mstep: Class 14 contains 1071 members 
Mstep: Class 15 contains 186625 members 
Mstep: Class 16 contains 55864 members 
Mstep: Class 17 contains 89166 members 
Mstep: Class 19 contains 77844 members 
Entering Unmasked Estep 
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Iteration 212Q: 19 clusters Score -1.180554e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 25424 members 
Mstep: Class 5 contains 103220 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 188435 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178688 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 66883 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186555 members 
Mstep: Class 16 contains 55859 members 
Mstep: Class 17 contains 89088 members 
Mstep: Class 19 contains 77778 members 
Entering Unmasked Estep 
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Iteration 213Q: 19 clusters Score -1.180555e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 25611 members 
Mstep: Class 5 contains 103392 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 188391 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178629 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 66857 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186501 members 
Mstep: Class 16 contains 55857 members 
Mstep: Class 17 contains 89004 members 
Mstep: Class 19 contains 77695 members 
Entering Unmasked Estep 
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Iteration 214Q: 19 clusters Score -1.180557e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 25802 members 
Mstep: Class 5 contains 103515 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 188347 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178567 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 66831 members 
Mstep: Class 14 contains 1072 members 
Mstep: Class 15 contains 186478 members 
Mstep: Class 16 contains 55850 members 
Mstep: Class 17 contains 88922 members 
Mstep: Class 19 contains 77631 members 
Entering Unmasked Estep 
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Iteration 215Q: 19 clusters Score -1.180556e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 26000 members 
Mstep: Class 5 contains 103628 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 188300 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178509 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 66823 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186424 members 
Mstep: Class 16 contains 55846 members 
Mstep: Class 17 contains 88841 members 
Mstep: Class 19 contains 77570 members 
Entering Unmasked Estep 
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Iteration 216Q: 19 clusters Score -1.180558e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 26208 members 
Mstep: Class 5 contains 103706 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 188258 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178440 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 66808 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186392 members 
Mstep: Class 16 contains 55838 members 
Mstep: Class 17 contains 88779 members 
Mstep: Class 19 contains 77515 members 
Entering Unmasked Estep 
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Iteration 217Q: 19 clusters Score -1.180557e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 26427 members 
Mstep: Class 5 contains 103783 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 188217 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 66796 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 186338 members 
Mstep: Class 16 contains 55836 members 
Mstep: Class 17 contains 88705 members 
Mstep: Class 19 contains 77447 members 
Entering Unmasked Estep 
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Iteration 218Q: 19 clusters Score -1.180554e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 26657 members 
Mstep: Class 5 contains 103887 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 188163 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178345 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 66777 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 186280 members 
Mstep: Class 16 contains 55835 members 
Mstep: Class 17 contains 88646 members 
Mstep: Class 19 contains 77358 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -1.180554e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 26882 members 
Mstep: Class 5 contains 104004 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 188122 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178305 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 66753 members 
Mstep: Class 14 contains 1071 members 
Mstep: Class 15 contains 186213 members 
Mstep: Class 16 contains 55832 members 
Mstep: Class 17 contains 88586 members 
Mstep: Class 19 contains 77260 members 
Entering Unmasked Estep 
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Iteration 220F: 19 clusters Score -1.180553e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 27073 members 
Mstep: Class 5 contains 104172 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 188062 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 178253 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 66729 members 
Mstep: Class 14 contains 1071 members 
Mstep: Class 15 contains 186140 members 
Mstep: Class 16 contains 55833 members 
Mstep: Class 17 contains 88532 members 
Mstep: Class 19 contains 77165 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -1.180554e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 104333 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 188022 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 178187 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 66704 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 186069 members 
Mstep: Class 16 contains 55833 members 
Mstep: Class 17 contains 88473 members 
Mstep: Class 19 contains 77072 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -1.180554e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 27477 members 
Mstep: Class 5 contains 104509 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 187968 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 178111 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 66671 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 185987 members 
Mstep: Class 16 contains 55834 members 
Mstep: Class 17 contains 88429 members 
Mstep: Class 19 contains 76982 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -1.180555e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8438 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 27684 members 
Mstep: Class 5 contains 104708 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 187922 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 178058 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 66620 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 185875 members 
Mstep: Class 16 contains 55836 members 
Mstep: Class 17 contains 88392 members 
Mstep: Class 19 contains 76879 members 
Entering Unmasked Estep 
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Iteration 224Q: 19 clusters Score -1.180556e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 27890 members 
Mstep: Class 5 contains 104927 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 187871 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 178004 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 66562 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 185767 members 
Mstep: Class 16 contains 55842 members 
Mstep: Class 17 contains 88350 members 
Mstep: Class 19 contains 76762 members 
Entering Unmasked Estep 
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Iteration 225Q: 19 clusters Score -1.180558e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 28087 members 
Mstep: Class 5 contains 105115 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 187826 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177980 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 66509 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 185668 members 
Mstep: Class 16 contains 55845 members 
Mstep: Class 17 contains 88298 members 
Mstep: Class 19 contains 76659 members 
Entering Unmasked Estep 
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Iteration 226Q: 19 clusters Score -1.180557e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 28314 members 
Mstep: Class 5 contains 105252 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 187794 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177944 members 
Mstep: Class 12 contains 6621 members 
Mstep: Class 13 contains 66443 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 185601 members 
Mstep: Class 16 contains 55849 members 
Mstep: Class 17 contains 88235 members 
Mstep: Class 19 contains 76575 members 
Entering Unmasked Estep 
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Iteration 227Q: 19 clusters Score -1.180556e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 28556 members 
Mstep: Class 5 contains 105400 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 187747 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177916 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 66381 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 185495 members 
Mstep: Class 16 contains 55857 members 
Mstep: Class 17 contains 88169 members 
Mstep: Class 19 contains 76502 members 
Entering Unmasked Estep 
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Iteration 228Q: 19 clusters Score -1.180555e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1359 members 
Mstep: Class 4 contains 28800 members 
Mstep: Class 5 contains 105584 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 187698 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177880 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 66317 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 185382 members 
Mstep: Class 16 contains 55868 members 
Mstep: Class 17 contains 88102 members 
Mstep: Class 19 contains 76409 members 
Entering Unmasked Estep 
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Iteration 229Q: 19 clusters Score -1.180554e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 29064 members 
Mstep: Class 5 contains 105762 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 187648 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177853 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 66257 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 185249 members 
Mstep: Class 16 contains 55879 members 
Mstep: Class 17 contains 88011 members 
Mstep: Class 19 contains 76324 members 
Entering Unmasked Estep 
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Iteration 230Q: 19 clusters Score -1.180556e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 29326 members 
Mstep: Class 5 contains 105943 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 187594 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 177811 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 66210 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 185141 members 
Mstep: Class 16 contains 55882 members 
Mstep: Class 17 contains 87914 members 
Mstep: Class 19 contains 76233 members 
Entering Unmasked Estep 
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Iteration 231Q: 19 clusters Score -1.180557e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 29565 members 
Mstep: Class 5 contains 106156 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 187537 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 177760 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 66162 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 185011 members 
Mstep: Class 16 contains 55887 members 
Mstep: Class 17 contains 87839 members 
Mstep: Class 19 contains 76143 members 
Entering Unmasked Estep 
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Iteration 232Q: 19 clusters Score -1.180556e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 106371 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 187475 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177690 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 66094 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 184910 members 
Mstep: Class 16 contains 55890 members 
Mstep: Class 17 contains 87774 members 
Mstep: Class 19 contains 76070 members 
Entering Unmasked Estep 
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Iteration 233Q: 19 clusters Score -1.180558e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8436 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 30044 members 
Mstep: Class 5 contains 106544 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 187427 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177646 members 
Mstep: Class 12 contains 6610 members 
Mstep: Class 13 contains 66033 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 184807 members 
Mstep: Class 16 contains 55893 members 
Mstep: Class 17 contains 87698 members 
Mstep: Class 19 contains 75998 members 
Entering Unmasked Estep 
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Iteration 234Q: 19 clusters Score -1.18056e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 30268 members 
Mstep: Class 5 contains 106781 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 187371 members 
Mstep: Class 9 contains 3453 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177589 members 
Mstep: Class 12 contains 6604 members 
Mstep: Class 13 contains 65980 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 184683 members 
Mstep: Class 16 contains 55893 members 
Mstep: Class 17 contains 87618 members 
Mstep: Class 19 contains 75931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055968.000000 Penalty: 61757.199219
Iteration 235Q: 19 clusters Score -1.18056e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 30482 members 
Mstep: Class 5 contains 107038 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 187301 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177538 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 65939 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 184535 members 
Mstep: Class 16 contains 55901 members 
Mstep: Class 17 contains 87529 members 
Mstep: Class 19 contains 75863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055856.000000 Penalty: 61757.199219
Iteration 236Q: 19 clusters Score -1.180559e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8432 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 30726 members 
Mstep: Class 5 contains 107248 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 187247 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177519 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 65900 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 184371 members 
Mstep: Class 16 contains 55905 members 
Mstep: Class 17 contains 87434 members 
Mstep: Class 19 contains 75785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055752.000000 Penalty: 61757.199219
Iteration 237Q: 19 clusters Score -1.180558e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 30973 members 
Mstep: Class 5 contains 107458 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 187168 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177503 members 
Mstep: Class 12 contains 6599 members 
Mstep: Class 13 contains 65848 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 184207 members 
Mstep: Class 16 contains 55908 members 
Mstep: Class 17 contains 87364 members 
Mstep: Class 19 contains 75718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055888.000000 Penalty: 61757.199219
Iteration 238Q: 19 clusters Score -1.180559e+08 nChanged 1005
Entering ConstructFrom: 
Score: -118055888.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Entering Unmasked Estep 
Score: -2261490.750000 Penalty: 2448.600586
	Iteration 0F: 2 clusters Score -2261491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2247864.750000 Penalty: 4897.201172
	Iteration 0F: 3 clusters Score -2247865 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2252623.750000 Penalty: 4897.201172
	Iteration 1F: 3 clusters Score -2252624 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2253308.250000 Penalty: 4897.201172
	Iteration 2F: 3 clusters Score -2253308 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2254206.500000 Penalty: 4897.201172
	Iteration 3F: 3 clusters Score -2254206 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2255301.250000 Penalty: 4897.201172
	Iteration 4F: 3 clusters Score -2255301 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2256454.000000 Penalty: 4897.201172
	Iteration 5F: 3 clusters Score -2256454 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2257441.250000 Penalty: 4897.201172
	Iteration 6F: 3 clusters Score -2257441 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2258240.000000 Penalty: 4897.201172
	Iteration 7F: 3 clusters Score -2258240 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2258813.750000 Penalty: 4897.201172
	Iteration 8Q: 3 clusters Score -2258814 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2259249.000000 Penalty: 4897.201172
	Iteration 9Q: 3 clusters Score -2259249 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2259585.500000 Penalty: 4897.201172
	Iteration 10Q: 3 clusters Score -2259586 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2259845.250000 Penalty: 4897.201172
	Iteration 11Q: 3 clusters Score -2259845 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2260016.750000 Penalty: 4897.201172
	Iteration 12Q: 3 clusters Score -2260017 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2260084.500000 Penalty: 4897.201172
	Iteration 13Q: 3 clusters Score -2260084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2260119.000000 Penalty: 4897.201172
	Iteration 14Q: 3 clusters Score -2260119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2260128.750000 Penalty: 4897.201172
	Iteration 15Q: 3 clusters Score -2260129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2260141.500000 Penalty: 4897.201172
	Iteration 16Q: 3 clusters Score -2260142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2260147.500000 Penalty: 4897.201172
	Iteration 17Q: 3 clusters Score -2260148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2260151.000000 Penalty: 4897.201172
	Iteration 18Q: 3 clusters Score -2260151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2260150.750000 Penalty: 4897.201172
	Iteration 19Q: 3 clusters Score -2260151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2260149.250000 Penalty: 4897.201172
	Iteration 20F: 3 clusters Score -2260149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2260149.500000 Penalty: 4897.201172
	Iteration 21Q: 3 clusters Score -2260150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2260153.000000 Penalty: 4897.201172
	Iteration 22Q: 3 clusters Score -2260153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2260152.500000 Penalty: 4897.201172
	Iteration 23Q: 3 clusters Score -2260152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2260155.500000 Penalty: 4897.201172
	Iteration 24Q: 3 clusters Score -2260156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2260156.750000 Penalty: 4897.201172
	Iteration 25Q: 3 clusters Score -2260157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2260158.250000 Penalty: 4897.201172
	Iteration 26Q: 3 clusters Score -2260158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2260158.250000 Penalty: 4897.201172
	Iteration 27Q: 3 clusters Score -2260158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2260160.250000 Penalty: 4897.201172
	Iteration 28Q: 3 clusters Score -2260160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2260162.500000 Penalty: 4897.201172
	Iteration 29Q: 3 clusters Score -2260162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2260164.000000 Penalty: 4897.201172
	Iteration 30Q: 3 clusters Score -2260164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2260163.500000 Penalty: 4897.201172
	Iteration 31Q: 3 clusters Score -2260164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2260162.500000 Penalty: 4897.201172
	Iteration 32Q: 3 clusters Score -2260162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2260163.250000 Penalty: 4897.201172
	Iteration 33Q: 3 clusters Score -2260163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2260162.500000 Penalty: 4897.201172
	Iteration 34Q: 3 clusters Score -2260162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2260159.250000 Penalty: 4897.201172
	Iteration 35Q: 3 clusters Score -2260159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2260160.750000 Penalty: 4897.201172
	Iteration 36Q: 3 clusters Score -2260161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2260162.500000 Penalty: 4897.201172
	Iteration 37Q: 3 clusters Score -2260162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2260166.250000 Penalty: 4897.201172
	Iteration 38Q: 3 clusters Score -2260166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2260167.500000 Penalty: 4897.201172
	Iteration 39Q: 3 clusters Score -2260168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2260166.750000 Penalty: 4897.201172
	Iteration 40F: 3 clusters Score -2260167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2260166.500000 Penalty: 4897.201172
	Iteration 41Q: 3 clusters Score -2260166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2260168.500000 Penalty: 4897.201172
	Iteration 42Q: 3 clusters Score -2260168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2260168.500000 Penalty: 4897.201172
	Iteration 43F: 3 clusters Score -2260168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -981641.250000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -981641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -974942.187500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -974942.2 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -976849.312500 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -976849.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -977110.812500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -977110.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -977331.312500 Penalty: 4483.441406
	Iteration 3Q: 3 clusters Score -977331.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -977532.937500 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -977532.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -977744.062500 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -977744.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -977958.500000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -977958.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -978191.625000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -978191.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -978425.750000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -978425.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -978689.562500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -978689.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -978957.375000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -978957.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -979198.000000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -979198 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -979367.875000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -979367.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -979515.500000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -979515.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -979624.250000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -979624.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -979709.000000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -979709 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -979760.687500 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -979760.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -979798.062500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -979798.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -979819.937500 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -979819.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -979840.062500 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -979840.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -979853.000000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -979853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -979860.500000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -979860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -979873.375000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -979873.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -979884.312500 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -979884.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -979895.125000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -979895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -979905.250000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -979905.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -979914.937500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -979914.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -979918.937500 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -979918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -979924.687500 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -979924.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -979929.125000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -979929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -979939.250000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -979939.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -979947.375000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -979947.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -979956.250000 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -979956.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -979959.937500 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -979959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -979961.500000 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -979961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -979963.062500 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -979963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -979964.625000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -979964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -979966.500000 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -979966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -979966.125000 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -979966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -979967.687500 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -979967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -979968.875000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -979968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -979970.187500 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -979970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -979969.437500 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -979969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -979972.562500 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -979972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -979973.187500 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -979973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -979973.187500 Penalty: 4483.441406
	Iteration 45F: 3 clusters Score -979973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -144043.156250 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -144043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -141934.875000 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -141934.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142377.250000 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -142377.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142512.812500 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -142512.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142593.015625 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -142593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142670.546875 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -142670.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142766.171875 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -142766.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142809.859375 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -142809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142847.468750 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -142847.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142879.781250 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -142879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142908.328125 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -142908.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142935.921875 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -142935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142958.625000 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -142958.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142972.203125 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -142972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -142981.968750 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -142982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142988.734375 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -142988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142992.828125 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -142992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142994.031250 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -142994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142994.031250 Penalty: 3577.298096
	Iteration 17F: 3 clusters Score -142994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Entering Unmasked Estep 
Score: -3545601.000000 Penalty: 2566.434570
	Iteration 0F: 2 clusters Score -3545601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3524325.500000 Penalty: 5132.869141
	Iteration 0F: 3 clusters Score -3524326 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3531822.000000 Penalty: 5132.869141
	Iteration 1F: 3 clusters Score -3531822 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3532394.000000 Penalty: 5132.869141
	Iteration 2Q: 3 clusters Score -3532394 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3533091.750000 Penalty: 5132.869141
	Iteration 3Q: 3 clusters Score -3533092 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3533993.750000 Penalty: 5132.869141
	Iteration 4F: 3 clusters Score -3533994 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3535324.250000 Penalty: 5132.869141
	Iteration 5F: 3 clusters Score -3535324 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3537043.500000 Penalty: 5132.869141
	Iteration 6F: 3 clusters Score -3537044 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3538865.750000 Penalty: 5132.869141
	Iteration 7F: 3 clusters Score -3538866 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3540472.750000 Penalty: 5132.869141
	Iteration 8F: 3 clusters Score -3540473 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3541576.000000 Penalty: 5132.869141
	Iteration 9F: 3 clusters Score -3541576 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3542273.250000 Penalty: 5132.869141
	Iteration 10Q: 3 clusters Score -3542273 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3542813.250000 Penalty: 5132.869141
	Iteration 11Q: 3 clusters Score -3542813 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3543265.000000 Penalty: 5132.869141
	Iteration 12Q: 3 clusters Score -3543265 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3543743.000000 Penalty: 5132.869141
	Iteration 13Q: 3 clusters Score -3543743 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3544134.750000 Penalty: 5132.869141
	Iteration 14Q: 3 clusters Score -3544135 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3544441.000000 Penalty: 5132.869141
	Iteration 15Q: 3 clusters Score -3544441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3544607.000000 Penalty: 5132.869141
	Iteration 16Q: 3 clusters Score -3544607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3544667.250000 Penalty: 5132.869141
	Iteration 17Q: 3 clusters Score -3544667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3544688.000000 Penalty: 5132.869141
	Iteration 18Q: 3 clusters Score -3544688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3544705.250000 Penalty: 5132.869141
	Iteration 19Q: 3 clusters Score -3544705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3544708.000000 Penalty: 5132.869141
	Iteration 20F: 3 clusters Score -3544708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3544721.750000 Penalty: 5132.869141
	Iteration 21Q: 3 clusters Score -3544722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3544720.250000 Penalty: 5132.869141
	Iteration 22Q: 3 clusters Score -3544720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3544721.250000 Penalty: 5132.869141
	Iteration 23Q: 3 clusters Score -3544721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3544725.750000 Penalty: 5132.869141
	Iteration 24Q: 3 clusters Score -3544726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3544725.250000 Penalty: 5132.869141
	Iteration 25Q: 3 clusters Score -3544725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3544731.000000 Penalty: 5132.869141
	Iteration 26Q: 3 clusters Score -3544731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3544726.250000 Penalty: 5132.869141
	Iteration 27Q: 3 clusters Score -3544726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3544721.750000 Penalty: 5132.869141
	Iteration 28Q: 3 clusters Score -3544722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3544722.750000 Penalty: 5132.869141
	Iteration 29Q: 3 clusters Score -3544723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3544723.000000 Penalty: 5132.869141
	Iteration 30Q: 3 clusters Score -3544723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3544723.500000 Penalty: 5132.869141
	Iteration 31Q: 3 clusters Score -3544724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3544723.500000 Penalty: 5132.869141
	Iteration 32Q: 3 clusters Score -3544724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3544723.500000 Penalty: 5132.869141
	Iteration 33F: 3 clusters Score -3544724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Entering Unmasked Estep 
Score: -12619437.000000 Penalty: 2873.516846
	Iteration 0F: 2 clusters Score -1.261944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -12547192.000000 Penalty: 5747.033691
	Iteration 0F: 3 clusters Score -1.254719e+07 nChanged 50915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -12576358.000000 Penalty: 5747.033691
	Iteration 1F: 3 clusters Score -1.257636e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -12577023.000000 Penalty: 5747.033691
	Iteration 2Q: 3 clusters Score -1.257702e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -12577728.000000 Penalty: 5747.033691
	Iteration 3Q: 3 clusters Score -1.257773e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -12578314.000000 Penalty: 5747.033691
	Iteration 4Q: 3 clusters Score -1.257831e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -12579093.000000 Penalty: 5747.033691
	Iteration 5Q: 3 clusters Score -1.257909e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -12580176.000000 Penalty: 5747.033691
	Iteration 6Q: 3 clusters Score -1.258018e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -12581785.000000 Penalty: 5747.033691
	Iteration 7Q: 3 clusters Score -1.258178e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -12584465.000000 Penalty: 5747.033691
	Iteration 8Q: 3 clusters Score -1.258446e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -12588991.000000 Penalty: 5747.033691
	Iteration 9F: 3 clusters Score -1.258899e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -12595705.000000 Penalty: 5747.033691
	Iteration 10F: 3 clusters Score -1.25957e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -12603544.000000 Penalty: 5747.033691
	Iteration 11F: 3 clusters Score -1.260354e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -12610016.000000 Penalty: 5747.033691
	Iteration 12F: 3 clusters Score -1.261002e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -12613854.000000 Penalty: 5747.033691
	Iteration 13Q: 3 clusters Score -1.261385e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105950 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12615599.000000 Penalty: 5747.033691
	Iteration 14Q: 3 clusters Score -1.26156e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12616279.000000 Penalty: 5747.033691
	Iteration 15Q: 3 clusters Score -1.261628e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12616517.000000 Penalty: 5747.033691
	Iteration 16Q: 3 clusters Score -1.261652e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12616653.000000 Penalty: 5747.033691
	Iteration 17Q: 3 clusters Score -1.261665e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12616723.000000 Penalty: 5747.033691
	Iteration 18Q: 3 clusters Score -1.261672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12616779.000000 Penalty: 5747.033691
	Iteration 19Q: 3 clusters Score -1.261678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12616791.000000 Penalty: 5747.033691
	Iteration 20F: 3 clusters Score -1.261679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12616820.000000 Penalty: 5747.033691
	Iteration 21Q: 3 clusters Score -1.261682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12616812.000000 Penalty: 5747.033691
	Iteration 22Q: 3 clusters Score -1.261681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12616828.000000 Penalty: 5747.033691
	Iteration 23Q: 3 clusters Score -1.261683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12616840.000000 Penalty: 5747.033691
	Iteration 24Q: 3 clusters Score -1.261684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12616871.000000 Penalty: 5747.033691
	Iteration 25Q: 3 clusters Score -1.261687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12616885.000000 Penalty: 5747.033691
	Iteration 26Q: 3 clusters Score -1.261688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107307 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12616894.000000 Penalty: 5747.033691
	Iteration 27Q: 3 clusters Score -1.261689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12616892.000000 Penalty: 5747.033691
	Iteration 28Q: 3 clusters Score -1.261689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12616899.000000 Penalty: 5747.033691
	Iteration 29Q: 3 clusters Score -1.26169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12616890.000000 Penalty: 5747.033691
	Iteration 30Q: 3 clusters Score -1.261689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12616890.000000 Penalty: 5747.033691
	Iteration 31F: 3 clusters Score -1.261689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -26111.800781 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -26111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25022.156250 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -25022.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25147.789062 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -25147.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25189.548828 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -25189.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25278.037109 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25278.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25294.740234 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25294.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25299.683594 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25299.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25306.312500 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25306.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25309.759766 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25309.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25309.759766 Penalty: 2776.817383
	Iteration 8F: 3 clusters Score -25309.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -429116.218750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -429116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425491.968750 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -425492 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -426251.906250 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -426251.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -426450.656250 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -426450.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -426560.593750 Penalty: 4063.789307
	Iteration 3Q: 3 clusters Score -426560.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -426655.125000 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -426655.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -426731.281250 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -426731.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -426801.312500 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -426801.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -426867.187500 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -426867.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -426914.187500 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -426914.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -426958.968750 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -426959 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -427015.812500 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -427015.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -427059.718750 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -427059.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -427104.312500 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -427104.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -427139.281250 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -427139.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -427165.531250 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -427165.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -427186.812500 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -427186.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -427208.156250 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -427208.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -427228.093750 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -427228.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -427249.843750 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -427249.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -427271.281250 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -427271.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -427291.093750 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -427291.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -427310.343750 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -427310.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -427330.281250 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -427330.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -427354.250000 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -427354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -427375.218750 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -427375.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -427401.437500 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -427401.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -427421.125000 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -427421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -427431.656250 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -427431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -427442.687500 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -427442.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -427453.656250 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -427453.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -427469.437500 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -427469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -427482.375000 Penalty: 4063.789307
	Iteration 31Q: 3 clusters Score -427482.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -427492.000000 Penalty: 4063.789307
	Iteration 32Q: 3 clusters Score -427492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -427498.562500 Penalty: 4063.789307
	Iteration 33Q: 3 clusters Score -427498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -427502.687500 Penalty: 4063.789307
	Iteration 34Q: 3 clusters Score -427502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -427506.312500 Penalty: 4063.789307
	Iteration 35Q: 3 clusters Score -427506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -427510.562500 Penalty: 4063.789307
	Iteration 36Q: 3 clusters Score -427510.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -427516.312500 Penalty: 4063.789307
	Iteration 37Q: 3 clusters Score -427516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -427522.000000 Penalty: 4063.789307
	Iteration 38Q: 3 clusters Score -427522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -427526.812500 Penalty: 4063.789307
	Iteration 39Q: 3 clusters Score -427526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -427534.906250 Penalty: 4063.789307
	Iteration 40F: 3 clusters Score -427534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -427537.343750 Penalty: 4063.789307
	Iteration 41Q: 3 clusters Score -427537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -427538.125000 Penalty: 4063.789307
	Iteration 42Q: 3 clusters Score -427538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -427539.437500 Penalty: 4063.789307
	Iteration 43Q: 3 clusters Score -427539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -427539.843750 Penalty: 4063.789307
	Iteration 44Q: 3 clusters Score -427539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -427541.531250 Penalty: 4063.789307
	Iteration 45Q: 3 clusters Score -427541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -427542.250000 Penalty: 4063.789307
	Iteration 46Q: 3 clusters Score -427542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -427543.406250 Penalty: 4063.789307
	Iteration 47Q: 3 clusters Score -427543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -427544.343750 Penalty: 4063.789307
	Iteration 48Q: 3 clusters Score -427544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -427544.343750 Penalty: 4063.789307
	Iteration 49F: 3 clusters Score -427544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187104 members 
Entering Unmasked Estep 
Score: -22227940.000000 Penalty: 3010.576172
	Iteration 0F: 2 clusters Score -2.222794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -22115648.000000 Penalty: 6021.152344
	Iteration 0F: 3 clusters Score -2.211565e+07 nChanged 89614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -22167652.000000 Penalty: 6021.152344
	Iteration 1F: 3 clusters Score -2.216765e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -22168550.000000 Penalty: 6021.152344
	Iteration 2Q: 3 clusters Score -2.216855e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -22169510.000000 Penalty: 6021.152344
	Iteration 3Q: 3 clusters Score -2.216951e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -22170666.000000 Penalty: 6021.152344
	Iteration 4Q: 3 clusters Score -2.217067e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -22172552.000000 Penalty: 6021.152344
	Iteration 5Q: 3 clusters Score -2.217255e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -22175280.000000 Penalty: 6021.152344
	Iteration 6Q: 3 clusters Score -2.217528e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 111813 members 
Entering Unmasked Estep 
Score: -22179340.000000 Penalty: 6021.152344
	Iteration 7Q: 3 clusters Score -2.217934e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -22185340.000000 Penalty: 6021.152344
	Iteration 8F: 3 clusters Score -2.218534e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -22193740.000000 Penalty: 6021.152344
	Iteration 9F: 3 clusters Score -2.219374e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 137001 members 
Entering Unmasked Estep 
Score: -22202900.000000 Penalty: 6021.152344
	Iteration 10F: 3 clusters Score -2.22029e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -22210020.000000 Penalty: 6021.152344
	Iteration 11F: 3 clusters Score -2.221002e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -22214262.000000 Penalty: 6021.152344
	Iteration 12Q: 3 clusters Score -2.221426e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -22216730.000000 Penalty: 6021.152344
	Iteration 13Q: 3 clusters Score -2.221673e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -22218312.000000 Penalty: 6021.152344
	Iteration 14Q: 3 clusters Score -2.221831e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -22219618.000000 Penalty: 6021.152344
	Iteration 15Q: 3 clusters Score -2.221962e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -22220712.000000 Penalty: 6021.152344
	Iteration 16Q: 3 clusters Score -2.222071e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -22221636.000000 Penalty: 6021.152344
	Iteration 17Q: 3 clusters Score -2.222164e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -22222500.000000 Penalty: 6021.152344
	Iteration 18Q: 3 clusters Score -2.22225e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 176749 members 
Entering Unmasked Estep 
Score: -22223090.000000 Penalty: 6021.152344
	Iteration 19Q: 3 clusters Score -2.222309e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 179437 members 
Entering Unmasked Estep 
Score: -22223528.000000 Penalty: 6021.152344
	Iteration 20F: 3 clusters Score -2.222353e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -22223860.000000 Penalty: 6021.152344
	Iteration 21Q: 3 clusters Score -2.222386e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 183309 members 
Entering Unmasked Estep 
Score: -22224206.000000 Penalty: 6021.152344
	Iteration 22Q: 3 clusters Score -2.222421e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 184583 members 
Entering Unmasked Estep 
Score: -22224516.000000 Penalty: 6021.152344
	Iteration 23Q: 3 clusters Score -2.222452e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 185501 members 
Entering Unmasked Estep 
Score: -22224740.000000 Penalty: 6021.152344
	Iteration 24Q: 3 clusters Score -2.222474e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 186069 members 
Entering Unmasked Estep 
Score: -22224922.000000 Penalty: 6021.152344
	Iteration 25Q: 3 clusters Score -2.222492e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -22225052.000000 Penalty: 6021.152344
	Iteration 26Q: 3 clusters Score -2.222505e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 186541 members 
Entering Unmasked Estep 
Score: -22225130.000000 Penalty: 6021.152344
	Iteration 27Q: 3 clusters Score -2.222513e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -22225238.000000 Penalty: 6021.152344
	Iteration 28Q: 3 clusters Score -2.222524e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -22225292.000000 Penalty: 6021.152344
	Iteration 29Q: 3 clusters Score -2.222529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 186729 members 
Entering Unmasked Estep 
Score: -22225320.000000 Penalty: 6021.152344
	Iteration 30Q: 3 clusters Score -2.222532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 186755 members 
Entering Unmasked Estep 
Score: -22225396.000000 Penalty: 6021.152344
	Iteration 31Q: 3 clusters Score -2.22254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -22225414.000000 Penalty: 6021.152344
	Iteration 32Q: 3 clusters Score -2.222541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186776 members 
Entering Unmasked Estep 
Score: -22225414.000000 Penalty: 6021.152344
	Iteration 33Q: 3 clusters Score -2.222541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186780 members 
Entering Unmasked Estep 
Score: -22225424.000000 Penalty: 6021.152344
	Iteration 34Q: 3 clusters Score -2.222542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 186785 members 
Entering Unmasked Estep 
Score: -22225426.000000 Penalty: 6021.152344
	Iteration 35Q: 3 clusters Score -2.222543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -22225424.000000 Penalty: 6021.152344
	Iteration 36Q: 3 clusters Score -2.222542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -22225430.000000 Penalty: 6021.152344
	Iteration 37Q: 3 clusters Score -2.222543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -22225424.000000 Penalty: 6021.152344
	Iteration 38Q: 3 clusters Score -2.222542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186789 members 
Entering Unmasked Estep 
Score: -22225418.000000 Penalty: 6021.152344
	Iteration 39Q: 3 clusters Score -2.222542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186789 members 
Entering Unmasked Estep 
Score: -22225412.000000 Penalty: 6021.152344
	Iteration 40F: 3 clusters Score -2.222541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -406109.531250 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -406109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402527.656250 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -402527.7 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -403233.812500 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -403233.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -403429.531250 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -403429.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -403532.156250 Penalty: 4037.307129
	Iteration 3Q: 3 clusters Score -403532.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -403597.156250 Penalty: 4037.307129
	Iteration 4Q: 3 clusters Score -403597.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -403654.000000 Penalty: 4037.307129
	Iteration 5Q: 3 clusters Score -403654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -403695.937500 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -403695.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -403728.781250 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -403728.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -403756.687500 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -403756.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403781.062500 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -403781.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403809.031250 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -403809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -403840.843750 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -403840.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -403873.687500 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -403873.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -403901.875000 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -403901.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -403925.843750 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -403925.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -403943.625000 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -403943.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -403955.562500 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -403955.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -403966.406250 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -403966.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -403980.156250 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -403980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -403992.437500 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -403992.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -404002.562500 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -404002.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -404010.843750 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -404010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -404016.968750 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -404017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -404023.000000 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -404023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -404030.093750 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -404030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -404035.031250 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -404035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -404039.375000 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -404039.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -404043.000000 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -404043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -404045.656250 Penalty: 4037.307129
	Iteration 28Q: 3 clusters Score -404045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -404049.406250 Penalty: 4037.307129
	Iteration 29Q: 3 clusters Score -404049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -404051.656250 Penalty: 4037.307129
	Iteration 30Q: 3 clusters Score -404051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404053.812500 Penalty: 4037.307129
	Iteration 31Q: 3 clusters Score -404053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404056.218750 Penalty: 4037.307129
	Iteration 32Q: 3 clusters Score -404056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -404058.093750 Penalty: 4037.307129
	Iteration 33Q: 3 clusters Score -404058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -404061.343750 Penalty: 4037.307129
	Iteration 34Q: 3 clusters Score -404061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404067.093750 Penalty: 4037.307129
	Iteration 35Q: 3 clusters Score -404067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -404071.875000 Penalty: 4037.307129
	Iteration 36Q: 3 clusters Score -404071.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404076.312500 Penalty: 4037.307129
	Iteration 37Q: 3 clusters Score -404076.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -404080.250000 Penalty: 4037.307129
	Iteration 38Q: 3 clusters Score -404080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -404084.875000 Penalty: 4037.307129
	Iteration 39Q: 3 clusters Score -404084.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -404089.593750 Penalty: 4037.307129
	Iteration 40F: 3 clusters Score -404089.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -404097.718750 Penalty: 4037.307129
	Iteration 41Q: 3 clusters Score -404097.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -404106.687500 Penalty: 4037.307129
	Iteration 42Q: 3 clusters Score -404106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -404114.906250 Penalty: 4037.307129
	Iteration 43Q: 3 clusters Score -404114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -404121.375000 Penalty: 4037.307129
	Iteration 44Q: 3 clusters Score -404121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -404125.562500 Penalty: 4037.307129
	Iteration 45Q: 3 clusters Score -404125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -404130.843750 Penalty: 4037.307129
	Iteration 46Q: 3 clusters Score -404130.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -404143.343750 Penalty: 4037.307129
	Iteration 47Q: 3 clusters Score -404143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -404152.406250 Penalty: 4037.307129
	Iteration 48Q: 3 clusters Score -404152.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -404159.656250 Penalty: 4037.307129
	Iteration 49Q: 3 clusters Score -404159.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -404167.281250 Penalty: 4037.307129
	Iteration 50Q: 3 clusters Score -404167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -404172.281250 Penalty: 4037.307129
	Iteration 51Q: 3 clusters Score -404172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -404177.187500 Penalty: 4037.307129
	Iteration 52Q: 3 clusters Score -404177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -404178.968750 Penalty: 4037.307129
	Iteration 53Q: 3 clusters Score -404179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -404180.375000 Penalty: 4037.307129
	Iteration 54Q: 3 clusters Score -404180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -404181.843750 Penalty: 4037.307129
	Iteration 55Q: 3 clusters Score -404181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -404182.625000 Penalty: 4037.307129
	Iteration 56Q: 3 clusters Score -404182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -404184.062500 Penalty: 4037.307129
	Iteration 57Q: 3 clusters Score -404184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -404185.218750 Penalty: 4037.307129
	Iteration 58Q: 3 clusters Score -404185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -404185.375000 Penalty: 4037.307129
	Iteration 59Q: 3 clusters Score -404185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -404185.750000 Penalty: 4037.307129
	Iteration 60F: 3 clusters Score -404185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -404186.718750 Penalty: 4037.307129
	Iteration 61Q: 3 clusters Score -404186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -404186.718750 Penalty: 4037.307129
	Iteration 62F: 3 clusters Score -404186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -325135.343750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -325135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -321929.031250 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -321929 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -322599.437500 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -322599.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -322778.906250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -322778.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322897.062500 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -322897.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322985.562500 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -322985.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -323062.656250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -323062.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -323143.437500 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -323143.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -323210.625000 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -323210.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -323299.281250 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -323299.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -323392.593750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -323392.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -323494.937500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -323494.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -323616.437500 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -323616.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -323719.062500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -323719.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -323792.562500 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -323792.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -323848.906250 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -323848.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -323888.687500 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -323888.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -323922.875000 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -323922.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -323966.843750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -323966.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -324008.781250 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -324008.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -324050.000000 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -324050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -324106.968750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -324107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -324166.125000 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -324166.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -324230.250000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -324230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -324255.718750 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -324255.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -324271.218750 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -324271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -324281.500000 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -324281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -324283.468750 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -324283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -324286.156250 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -324286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -324286.156250 Penalty: 3940.819580
	Iteration 28F: 3 clusters Score -324286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Entering Unmasked Estep 
Score: -20999662.000000 Penalty: 2997.473145
	Iteration 0F: 2 clusters Score -2.099966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -20886034.000000 Penalty: 5994.946289
	Iteration 0F: 3 clusters Score -2.088603e+07 nChanged 85075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -20934816.000000 Penalty: 5994.946289
	Iteration 1F: 3 clusters Score -2.093482e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -20935616.000000 Penalty: 5994.946289
	Iteration 2Q: 3 clusters Score -2.093562e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -20937052.000000 Penalty: 5994.946289
	Iteration 3Q: 3 clusters Score -2.093705e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -20938958.000000 Penalty: 5994.946289
	Iteration 4Q: 3 clusters Score -2.093896e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -20942578.000000 Penalty: 5994.946289
	Iteration 5Q: 3 clusters Score -2.094258e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -20949244.000000 Penalty: 5994.946289
	Iteration 6F: 3 clusters Score -2.094924e+07 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 136358 members 
Entering Unmasked Estep 
Score: -20960970.000000 Penalty: 5994.946289
	Iteration 7F: 3 clusters Score -2.096097e+07 nChanged 16673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -20976702.000000 Penalty: 5994.946289
	Iteration 8F: 3 clusters Score -2.09767e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -20989098.000000 Penalty: 5994.946289
	Iteration 9F: 3 clusters Score -2.09891e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 174111 members 
Entering Unmasked Estep 
Score: -20994766.000000 Penalty: 5994.946289
	Iteration 10Q: 3 clusters Score -2.099477e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -20996272.000000 Penalty: 5994.946289
	Iteration 11Q: 3 clusters Score -2.099627e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 176986 members 
Entering Unmasked Estep 
Score: -20996720.000000 Penalty: 5994.946289
	Iteration 12Q: 3 clusters Score -2.099672e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -20996938.000000 Penalty: 5994.946289
	Iteration 13Q: 3 clusters Score -2.099694e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 177168 members 
Entering Unmasked Estep 
Score: -20997000.000000 Penalty: 5994.946289
	Iteration 14Q: 3 clusters Score -2.0997e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -20997032.000000 Penalty: 5994.946289
	Iteration 15Q: 3 clusters Score -2.099703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -20997074.000000 Penalty: 5994.946289
	Iteration 16Q: 3 clusters Score -2.099707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 177204 members 
Entering Unmasked Estep 
Score: -20997100.000000 Penalty: 5994.946289
	Iteration 17Q: 3 clusters Score -2.09971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -20997120.000000 Penalty: 5994.946289
	Iteration 18Q: 3 clusters Score -2.099712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -20997118.000000 Penalty: 5994.946289
	Iteration 19Q: 3 clusters Score -2.099712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177210 members 
Entering Unmasked Estep 
Score: -20997122.000000 Penalty: 5994.946289
	Iteration 20F: 3 clusters Score -2.099712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177210 members 
Entering Unmasked Estep 
Score: -20997128.000000 Penalty: 5994.946289
	Iteration 21Q: 3 clusters Score -2.099713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -20997138.000000 Penalty: 5994.946289
	Iteration 22Q: 3 clusters Score -2.099714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -20997140.000000 Penalty: 5994.946289
	Iteration 23Q: 3 clusters Score -2.099714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 177214 members 
Entering Unmasked Estep 
Score: -20997140.000000 Penalty: 5994.946289
	Iteration 24Q: 3 clusters Score -2.099714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -20997138.000000 Penalty: 5994.946289
	Iteration 25Q: 3 clusters Score -2.099714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -20997138.000000 Penalty: 5994.946289
	Iteration 26F: 3 clusters Score -2.099714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -778376.500000 Penalty: 2180.928711
	Iteration 0F: 2 clusters Score -778376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -772853.250000 Penalty: 4361.857422
	Iteration 0F: 3 clusters Score -772853.2 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -774224.500000 Penalty: 4361.857422
	Iteration 1F: 3 clusters Score -774224.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -774457.375000 Penalty: 4361.857422
	Iteration 2F: 3 clusters Score -774457.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -774607.437500 Penalty: 4361.857422
	Iteration 3F: 3 clusters Score -774607.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -774758.312500 Penalty: 4361.857422
	Iteration 4Q: 3 clusters Score -774758.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -774910.375000 Penalty: 4361.857422
	Iteration 5Q: 3 clusters Score -774910.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -775069.437500 Penalty: 4361.857422
	Iteration 6Q: 3 clusters Score -775069.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -775229.062500 Penalty: 4361.857422
	Iteration 7Q: 3 clusters Score -775229.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -775429.750000 Penalty: 4361.857422
	Iteration 8Q: 3 clusters Score -775429.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -775664.500000 Penalty: 4361.857422
	Iteration 9Q: 3 clusters Score -775664.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -775890.062500 Penalty: 4361.857422
	Iteration 10Q: 3 clusters Score -775890.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -776064.750000 Penalty: 4361.857422
	Iteration 11Q: 3 clusters Score -776064.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -776246.125000 Penalty: 4361.857422
	Iteration 12Q: 3 clusters Score -776246.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -776396.375000 Penalty: 4361.857422
	Iteration 13Q: 3 clusters Score -776396.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -776510.062500 Penalty: 4361.857422
	Iteration 14Q: 3 clusters Score -776510.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -776608.812500 Penalty: 4361.857422
	Iteration 15Q: 3 clusters Score -776608.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -776683.437500 Penalty: 4361.857422
	Iteration 16Q: 3 clusters Score -776683.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -776742.812500 Penalty: 4361.857422
	Iteration 17Q: 3 clusters Score -776742.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -776796.437500 Penalty: 4361.857422
	Iteration 18Q: 3 clusters Score -776796.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -776837.375000 Penalty: 4361.857422
	Iteration 19Q: 3 clusters Score -776837.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -776868.000000 Penalty: 4361.857422
	Iteration 20F: 3 clusters Score -776868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -776891.625000 Penalty: 4361.857422
	Iteration 21Q: 3 clusters Score -776891.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -776913.750000 Penalty: 4361.857422
	Iteration 22Q: 3 clusters Score -776913.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -776925.000000 Penalty: 4361.857422
	Iteration 23Q: 3 clusters Score -776925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -776933.125000 Penalty: 4361.857422
	Iteration 24Q: 3 clusters Score -776933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -776936.687500 Penalty: 4361.857422
	Iteration 25Q: 3 clusters Score -776936.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -776941.437500 Penalty: 4361.857422
	Iteration 26Q: 3 clusters Score -776941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -776946.187500 Penalty: 4361.857422
	Iteration 27Q: 3 clusters Score -776946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -776949.375000 Penalty: 4361.857422
	Iteration 28Q: 3 clusters Score -776949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -776951.187500 Penalty: 4361.857422
	Iteration 29Q: 3 clusters Score -776951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -776955.625000 Penalty: 4361.857422
	Iteration 30Q: 3 clusters Score -776955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -776960.187500 Penalty: 4361.857422
	Iteration 31Q: 3 clusters Score -776960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -776964.187500 Penalty: 4361.857422
	Iteration 32Q: 3 clusters Score -776964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -776966.437500 Penalty: 4361.857422
	Iteration 33Q: 3 clusters Score -776966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -776972.375000 Penalty: 4361.857422
	Iteration 34Q: 3 clusters Score -776972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -776971.937500 Penalty: 4361.857422
	Iteration 35Q: 3 clusters Score -776971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -776975.687500 Penalty: 4361.857422
	Iteration 36Q: 3 clusters Score -776975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -776977.750000 Penalty: 4361.857422
	Iteration 37Q: 3 clusters Score -776977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -776978.125000 Penalty: 4361.857422
	Iteration 38Q: 3 clusters Score -776978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -776978.125000 Penalty: 4361.857422
	Iteration 39F: 3 clusters Score -776978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Entering Unmasked Estep 
Score: -7831955.000000 Penalty: 2751.390137
	Iteration 0F: 2 clusters Score -7831955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -7787833.000000 Penalty: 5502.780273
	Iteration 0F: 3 clusters Score -7787833 nChanged 30625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7804961.000000 Penalty: 5502.780273
	Iteration 1F: 3 clusters Score -7804961 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7805542.000000 Penalty: 5502.780273
	Iteration 2Q: 3 clusters Score -7805542 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -7806169.000000 Penalty: 5502.780273
	Iteration 3Q: 3 clusters Score -7806169 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7807030.000000 Penalty: 5502.780273
	Iteration 4Q: 3 clusters Score -7807030 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -7808081.000000 Penalty: 5502.780273
	Iteration 5Q: 3 clusters Score -7808081 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7809371.000000 Penalty: 5502.780273
	Iteration 6Q: 3 clusters Score -7809371 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -7811199.500000 Penalty: 5502.780273
	Iteration 7F: 3 clusters Score -7811200 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -7813766.000000 Penalty: 5502.780273
	Iteration 8F: 3 clusters Score -7813766 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7817079.500000 Penalty: 5502.780273
	Iteration 9F: 3 clusters Score -7817080 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7820499.500000 Penalty: 5502.780273
	Iteration 10F: 3 clusters Score -7820500 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7822558.500000 Penalty: 5502.780273
	Iteration 11F: 3 clusters Score -7822558 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -7823581.500000 Penalty: 5502.780273
	Iteration 12Q: 3 clusters Score -7823582 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7824069.000000 Penalty: 5502.780273
	Iteration 13Q: 3 clusters Score -7824069 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -7824351.500000 Penalty: 5502.780273
	Iteration 14Q: 3 clusters Score -7824352 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -7824588.500000 Penalty: 5502.780273
	Iteration 15Q: 3 clusters Score -7824588 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -7824805.500000 Penalty: 5502.780273
	Iteration 16Q: 3 clusters Score -7824806 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -7824996.000000 Penalty: 5502.780273
	Iteration 17Q: 3 clusters Score -7824996 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -7825160.500000 Penalty: 5502.780273
	Iteration 18Q: 3 clusters Score -7825160 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -7825325.500000 Penalty: 5502.780273
	Iteration 19Q: 3 clusters Score -7825326 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -7825448.000000 Penalty: 5502.780273
	Iteration 20F: 3 clusters Score -7825448 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -7825576.000000 Penalty: 5502.780273
	Iteration 21Q: 3 clusters Score -7825576 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -7825697.000000 Penalty: 5502.780273
	Iteration 22Q: 3 clusters Score -7825697 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -7825812.500000 Penalty: 5502.780273
	Iteration 23Q: 3 clusters Score -7825812 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -7825969.500000 Penalty: 5502.780273
	Iteration 24Q: 3 clusters Score -7825970 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -7826142.000000 Penalty: 5502.780273
	Iteration 25Q: 3 clusters Score -7826142 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -7826237.000000 Penalty: 5502.780273
	Iteration 26Q: 3 clusters Score -7826237 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -7826321.500000 Penalty: 5502.780273
	Iteration 27Q: 3 clusters Score -7826322 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7826451.500000 Penalty: 5502.780273
	Iteration 28Q: 3 clusters Score -7826452 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -7826590.000000 Penalty: 5502.780273
	Iteration 29Q: 3 clusters Score -7826590 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -7826757.000000 Penalty: 5502.780273
	Iteration 30Q: 3 clusters Score -7826757 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7826920.000000 Penalty: 5502.780273
	Iteration 31Q: 3 clusters Score -7826920 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -7827076.000000 Penalty: 5502.780273
	Iteration 32Q: 3 clusters Score -7827076 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -7827229.000000 Penalty: 5502.780273
	Iteration 33Q: 3 clusters Score -7827229 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -7827385.500000 Penalty: 5502.780273
	Iteration 34Q: 3 clusters Score -7827386 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -7827556.000000 Penalty: 5502.780273
	Iteration 35Q: 3 clusters Score -7827556 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -7827709.000000 Penalty: 5502.780273
	Iteration 36Q: 3 clusters Score -7827709 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -7827841.500000 Penalty: 5502.780273
	Iteration 37Q: 3 clusters Score -7827842 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -7828029.000000 Penalty: 5502.780273
	Iteration 38Q: 3 clusters Score -7828029 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7828199.500000 Penalty: 5502.780273
	Iteration 39Q: 3 clusters Score -7828200 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7828382.500000 Penalty: 5502.780273
	Iteration 40F: 3 clusters Score -7828382 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -7828554.500000 Penalty: 5502.780273
	Iteration 41Q: 3 clusters Score -7828554 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -7828681.500000 Penalty: 5502.780273
	Iteration 42Q: 3 clusters Score -7828682 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -7828837.000000 Penalty: 5502.780273
	Iteration 43Q: 3 clusters Score -7828837 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -7829008.500000 Penalty: 5502.780273
	Iteration 44Q: 3 clusters Score -7829008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -7829102.000000 Penalty: 5502.780273
	Iteration 45Q: 3 clusters Score -7829102 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -7829204.500000 Penalty: 5502.780273
	Iteration 46Q: 3 clusters Score -7829204 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -7829301.500000 Penalty: 5502.780273
	Iteration 47Q: 3 clusters Score -7829302 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -7829347.500000 Penalty: 5502.780273
	Iteration 48Q: 3 clusters Score -7829348 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -7829400.500000 Penalty: 5502.780273
	Iteration 49Q: 3 clusters Score -7829400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -7829447.000000 Penalty: 5502.780273
	Iteration 50Q: 3 clusters Score -7829447 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7829505.000000 Penalty: 5502.780273
	Iteration 51Q: 3 clusters Score -7829505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -7829538.000000 Penalty: 5502.780273
	Iteration 52Q: 3 clusters Score -7829538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -7829597.000000 Penalty: 5502.780273
	Iteration 53Q: 3 clusters Score -7829597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -7829624.500000 Penalty: 5502.780273
	Iteration 54Q: 3 clusters Score -7829624 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -7829674.000000 Penalty: 5502.780273
	Iteration 55Q: 3 clusters Score -7829674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7829699.000000 Penalty: 5502.780273
	Iteration 56Q: 3 clusters Score -7829699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -7829715.500000 Penalty: 5502.780273
	Iteration 57Q: 3 clusters Score -7829716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -7829747.500000 Penalty: 5502.780273
	Iteration 58Q: 3 clusters Score -7829748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -7829769.500000 Penalty: 5502.780273
	Iteration 59Q: 3 clusters Score -7829770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -7829780.000000 Penalty: 5502.780273
	Iteration 60F: 3 clusters Score -7829780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -7829783.000000 Penalty: 5502.780273
	Iteration 61Q: 3 clusters Score -7829783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -7829812.500000 Penalty: 5502.780273
	Iteration 62Q: 3 clusters Score -7829812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -7829827.000000 Penalty: 5502.780273
	Iteration 63Q: 3 clusters Score -7829827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -7829829.000000 Penalty: 5502.780273
	Iteration 64Q: 3 clusters Score -7829829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -7829838.000000 Penalty: 5502.780273
	Iteration 65Q: 3 clusters Score -7829838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -7829847.000000 Penalty: 5502.780273
	Iteration 66Q: 3 clusters Score -7829847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -7829860.500000 Penalty: 5502.780273
	Iteration 67Q: 3 clusters Score -7829860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -7829878.000000 Penalty: 5502.780273
	Iteration 68Q: 3 clusters Score -7829878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7829883.000000 Penalty: 5502.780273
	Iteration 69Q: 3 clusters Score -7829883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -7829879.500000 Penalty: 5502.780273
	Iteration 70Q: 3 clusters Score -7829880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -7829887.000000 Penalty: 5502.780273
	Iteration 71Q: 3 clusters Score -7829887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -7829892.000000 Penalty: 5502.780273
	Iteration 72Q: 3 clusters Score -7829892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -7829906.500000 Penalty: 5502.780273
	Iteration 73Q: 3 clusters Score -7829906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -7829913.500000 Penalty: 5502.780273
	Iteration 74Q: 3 clusters Score -7829914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -7829916.500000 Penalty: 5502.780273
	Iteration 75Q: 3 clusters Score -7829916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -7829915.000000 Penalty: 5502.780273
	Iteration 76Q: 3 clusters Score -7829915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -7829924.500000 Penalty: 5502.780273
	Iteration 77Q: 3 clusters Score -7829924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -7829927.500000 Penalty: 5502.780273
	Iteration 78Q: 3 clusters Score -7829928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -7829934.000000 Penalty: 5502.780273
	Iteration 79Q: 3 clusters Score -7829934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -7829945.500000 Penalty: 5502.780273
	Iteration 80F: 3 clusters Score -7829946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -7829947.500000 Penalty: 5502.780273
	Iteration 81Q: 3 clusters Score -7829948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -7829949.000000 Penalty: 5502.780273
	Iteration 82Q: 3 clusters Score -7829949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -7829950.000000 Penalty: 5502.780273
	Iteration 83Q: 3 clusters Score -7829950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -7829956.000000 Penalty: 5502.780273
	Iteration 84Q: 3 clusters Score -7829956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -7829956.500000 Penalty: 5502.780273
	Iteration 85Q: 3 clusters Score -7829956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -7829965.500000 Penalty: 5502.780273
	Iteration 86Q: 3 clusters Score -7829966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -7829966.000000 Penalty: 5502.780273
	Iteration 87Q: 3 clusters Score -7829966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -7829967.000000 Penalty: 5502.780273
	Iteration 88Q: 3 clusters Score -7829967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -7829955.500000 Penalty: 5502.780273
	Iteration 89Q: 3 clusters Score -7829956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -7829963.500000 Penalty: 5502.780273
	Iteration 90Q: 3 clusters Score -7829964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -7829961.000000 Penalty: 5502.780273
	Iteration 91Q: 3 clusters Score -7829961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -7829963.000000 Penalty: 5502.780273
	Iteration 92Q: 3 clusters Score -7829963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -7829965.000000 Penalty: 5502.780273
	Iteration 93Q: 3 clusters Score -7829965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -7829964.500000 Penalty: 5502.780273
	Iteration 94Q: 3 clusters Score -7829964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7829960.500000 Penalty: 5502.780273
	Iteration 95Q: 3 clusters Score -7829960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7829960.500000 Penalty: 5502.780273
	Iteration 96F: 3 clusters Score -7829960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -117732.242188 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -117732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115732.960938 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -115733 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116024.781250 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -116024.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116114.617188 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -116114.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116151.398438 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -116151.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116170.046875 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -116170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -116177.867188 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -116177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116185.046875 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -116185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116187.773438 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -116187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116188.968750 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -116189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116189.359375 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -116189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116189.359375 Penalty: 3463.959717
	Iteration 10F: 3 clusters Score -116189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (184074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Entering Unmasked Estep 
Score: -21670344.000000 Penalty: 3006.526855
	Iteration 0F: 2 clusters Score -2.167034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -21551458.000000 Penalty: 6013.053711
	Iteration 0F: 3 clusters Score -2.155146e+07 nChanged 88263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -21602716.000000 Penalty: 6013.053711
	Iteration 1F: 3 clusters Score -2.160272e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -21603982.000000 Penalty: 6013.053711
	Iteration 2Q: 3 clusters Score -2.160398e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -21605936.000000 Penalty: 6013.053711
	Iteration 3Q: 3 clusters Score -2.160594e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -21608820.000000 Penalty: 6013.053711
	Iteration 4Q: 3 clusters Score -2.160882e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -21613588.000000 Penalty: 6013.053711
	Iteration 5F: 3 clusters Score -2.161359e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125879 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -21621822.000000 Penalty: 6013.053711
	Iteration 6F: 3 clusters Score -2.162182e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139399 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -21633936.000000 Penalty: 6013.053711
	Iteration 7F: 3 clusters Score -2.163394e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153174 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -21646714.000000 Penalty: 6013.053711
	Iteration 8F: 3 clusters Score -2.164671e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -21656732.000000 Penalty: 6013.053711
	Iteration 9F: 3 clusters Score -2.165673e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -21662652.000000 Penalty: 6013.053711
	Iteration 10Q: 3 clusters Score -2.166265e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -21665662.000000 Penalty: 6013.053711
	Iteration 11Q: 3 clusters Score -2.166566e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178181 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -21667150.000000 Penalty: 6013.053711
	Iteration 12Q: 3 clusters Score -2.166715e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -21667990.000000 Penalty: 6013.053711
	Iteration 13Q: 3 clusters Score -2.166799e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180313 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -21668430.000000 Penalty: 6013.053711
	Iteration 14Q: 3 clusters Score -2.166843e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21668572.000000 Penalty: 6013.053711
	Iteration 15Q: 3 clusters Score -2.166857e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181222 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21668684.000000 Penalty: 6013.053711
	Iteration 16Q: 3 clusters Score -2.166868e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181472 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21668708.000000 Penalty: 6013.053711
	Iteration 17Q: 3 clusters Score -2.166871e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181680 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21668768.000000 Penalty: 6013.053711
	Iteration 18Q: 3 clusters Score -2.166877e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181837 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -21668776.000000 Penalty: 6013.053711
	Iteration 19Q: 3 clusters Score -2.166878e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21668796.000000 Penalty: 6013.053711
	Iteration 20F: 3 clusters Score -2.16688e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182069 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21668806.000000 Penalty: 6013.053711
	Iteration 21Q: 3 clusters Score -2.166881e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21668784.000000 Penalty: 6013.053711
	Iteration 22Q: 3 clusters Score -2.166878e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21668786.000000 Penalty: 6013.053711
	Iteration 23Q: 3 clusters Score -2.166879e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -21668814.000000 Penalty: 6013.053711
	Iteration 24Q: 3 clusters Score -2.166881e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182329 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21668792.000000 Penalty: 6013.053711
	Iteration 25Q: 3 clusters Score -2.166879e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182371 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -21668826.000000 Penalty: 6013.053711
	Iteration 26Q: 3 clusters Score -2.166883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182405 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21668782.000000 Penalty: 6013.053711
	Iteration 27Q: 3 clusters Score -2.166878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182431 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21668764.000000 Penalty: 6013.053711
	Iteration 28Q: 3 clusters Score -2.166876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182456 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21668754.000000 Penalty: 6013.053711
	Iteration 29Q: 3 clusters Score -2.166875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21668760.000000 Penalty: 6013.053711
	Iteration 30Q: 3 clusters Score -2.166876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182482 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21668754.000000 Penalty: 6013.053711
	Iteration 31Q: 3 clusters Score -2.166875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182497 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21668750.000000 Penalty: 6013.053711
	Iteration 32Q: 3 clusters Score -2.166875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182508 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21668718.000000 Penalty: 6013.053711
	Iteration 33Q: 3 clusters Score -2.166872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -21668730.000000 Penalty: 6013.053711
	Iteration 34Q: 3 clusters Score -2.166873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21668746.000000 Penalty: 6013.053711
	Iteration 35Q: 3 clusters Score -2.166875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182547 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21668746.000000 Penalty: 6013.053711
	Iteration 36Q: 3 clusters Score -2.166875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21668738.000000 Penalty: 6013.053711
	Iteration 37Q: 3 clusters Score -2.166874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182561 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21668732.000000 Penalty: 6013.053711
	Iteration 38Q: 3 clusters Score -2.166873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21668726.000000 Penalty: 6013.053711
	Iteration 39Q: 3 clusters Score -2.166873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182573 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21668718.000000 Penalty: 6013.053711
	Iteration 40F: 3 clusters Score -2.166872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -21668714.000000 Penalty: 6013.053711
	Iteration 41Q: 3 clusters Score -2.166871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182589 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -21668712.000000 Penalty: 6013.053711
	Iteration 42Q: 3 clusters Score -2.166871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21668688.000000 Penalty: 6013.053711
	Iteration 43Q: 3 clusters Score -2.166869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182604 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -21668710.000000 Penalty: 6013.053711
	Iteration 44Q: 3 clusters Score -2.166871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182611 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21668700.000000 Penalty: 6013.053711
	Iteration 45Q: 3 clusters Score -2.16687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -21668702.000000 Penalty: 6013.053711
	Iteration 46Q: 3 clusters Score -2.16687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182615 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -21668706.000000 Penalty: 6013.053711
	Iteration 47Q: 3 clusters Score -2.166871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21668710.000000 Penalty: 6013.053711
	Iteration 48Q: 3 clusters Score -2.166871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -21668712.000000 Penalty: 6013.053711
	Iteration 49Q: 3 clusters Score -2.166871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21668708.000000 Penalty: 6013.053711
	Iteration 50Q: 3 clusters Score -2.166871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182618 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21668708.000000 Penalty: 6013.053711
	Iteration 51F: 3 clusters Score -2.166871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Entering Unmasked Estep 
Score: -6608780.000000 Penalty: 2711.016113
	Iteration 0F: 2 clusters Score -6608780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6571213.000000 Penalty: 5422.032227
	Iteration 0F: 3 clusters Score -6571213 nChanged 25896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -6585901.000000 Penalty: 5422.032227
	Iteration 1F: 3 clusters Score -6585901 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6586705.000000 Penalty: 5422.032227
	Iteration 2Q: 3 clusters Score -6586705 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6587635.000000 Penalty: 5422.032227
	Iteration 3Q: 3 clusters Score -6587635 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6588895.500000 Penalty: 5422.032227
	Iteration 4Q: 3 clusters Score -6588896 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6590619.500000 Penalty: 5422.032227
	Iteration 5F: 3 clusters Score -6590620 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6592744.000000 Penalty: 5422.032227
	Iteration 6F: 3 clusters Score -6592744 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -6595228.500000 Penalty: 5422.032227
	Iteration 7F: 3 clusters Score -6595228 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -6597662.500000 Penalty: 5422.032227
	Iteration 8F: 3 clusters Score -6597662 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -6599707.500000 Penalty: 5422.032227
	Iteration 9F: 3 clusters Score -6599708 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -6601405.000000 Penalty: 5422.032227
	Iteration 10Q: 3 clusters Score -6601405 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6602730.000000 Penalty: 5422.032227
	Iteration 11Q: 3 clusters Score -6602730 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6603801.000000 Penalty: 5422.032227
	Iteration 12Q: 3 clusters Score -6603801 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -6604695.500000 Penalty: 5422.032227
	Iteration 13Q: 3 clusters Score -6604696 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -6605311.500000 Penalty: 5422.032227
	Iteration 14Q: 3 clusters Score -6605312 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6605862.500000 Penalty: 5422.032227
	Iteration 15Q: 3 clusters Score -6605862 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6606257.000000 Penalty: 5422.032227
	Iteration 16Q: 3 clusters Score -6606257 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6606502.500000 Penalty: 5422.032227
	Iteration 17Q: 3 clusters Score -6606502 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -6606670.000000 Penalty: 5422.032227
	Iteration 18Q: 3 clusters Score -6606670 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6606771.000000 Penalty: 5422.032227
	Iteration 19Q: 3 clusters Score -6606771 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6606859.500000 Penalty: 5422.032227
	Iteration 20F: 3 clusters Score -6606860 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6606959.000000 Penalty: 5422.032227
	Iteration 21Q: 3 clusters Score -6606959 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6606990.500000 Penalty: 5422.032227
	Iteration 22Q: 3 clusters Score -6606990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6607021.000000 Penalty: 5422.032227
	Iteration 23Q: 3 clusters Score -6607021 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6607072.000000 Penalty: 5422.032227
	Iteration 24Q: 3 clusters Score -6607072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6607115.000000 Penalty: 5422.032227
	Iteration 25Q: 3 clusters Score -6607115 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -6607156.500000 Penalty: 5422.032227
	Iteration 26Q: 3 clusters Score -6607156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6607183.000000 Penalty: 5422.032227
	Iteration 27Q: 3 clusters Score -6607183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6607191.000000 Penalty: 5422.032227
	Iteration 28Q: 3 clusters Score -6607191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6607199.000000 Penalty: 5422.032227
	Iteration 29Q: 3 clusters Score -6607199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6607217.000000 Penalty: 5422.032227
	Iteration 30Q: 3 clusters Score -6607217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6607207.500000 Penalty: 5422.032227
	Iteration 31Q: 3 clusters Score -6607208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6607221.500000 Penalty: 5422.032227
	Iteration 32Q: 3 clusters Score -6607222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6607237.000000 Penalty: 5422.032227
	Iteration 33Q: 3 clusters Score -6607237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6607251.500000 Penalty: 5422.032227
	Iteration 34Q: 3 clusters Score -6607252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6607256.000000 Penalty: 5422.032227
	Iteration 35Q: 3 clusters Score -6607256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6607268.500000 Penalty: 5422.032227
	Iteration 36Q: 3 clusters Score -6607268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6607260.500000 Penalty: 5422.032227
	Iteration 37Q: 3 clusters Score -6607260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6607275.500000 Penalty: 5422.032227
	Iteration 38Q: 3 clusters Score -6607276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6607271.000000 Penalty: 5422.032227
	Iteration 39Q: 3 clusters Score -6607271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6607272.000000 Penalty: 5422.032227
	Iteration 40F: 3 clusters Score -6607272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6607277.500000 Penalty: 5422.032227
	Iteration 41Q: 3 clusters Score -6607278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6607271.000000 Penalty: 5422.032227
	Iteration 42Q: 3 clusters Score -6607271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6607272.500000 Penalty: 5422.032227
	Iteration 43Q: 3 clusters Score -6607272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6607276.000000 Penalty: 5422.032227
	Iteration 44Q: 3 clusters Score -6607276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6607274.500000 Penalty: 5422.032227
	Iteration 45Q: 3 clusters Score -6607274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6607279.500000 Penalty: 5422.032227
	Iteration 46Q: 3 clusters Score -6607280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6607283.000000 Penalty: 5422.032227
	Iteration 47Q: 3 clusters Score -6607283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6607278.500000 Penalty: 5422.032227
	Iteration 48Q: 3 clusters Score -6607278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6607280.500000 Penalty: 5422.032227
	Iteration 49Q: 3 clusters Score -6607280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6607280.500000 Penalty: 5422.032227
	Iteration 50F: 3 clusters Score -6607280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Entering Unmasked Estep 
Score: -10366488.000000 Penalty: 2821.482422
	Iteration 0F: 2 clusters Score -1.036649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -10308049.000000 Penalty: 5642.964844
	Iteration 0F: 3 clusters Score -1.030805e+07 nChanged 40999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -10331739.000000 Penalty: 5642.964844
	Iteration 1F: 3 clusters Score -1.033174e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -10332693.000000 Penalty: 5642.964844
	Iteration 2Q: 3 clusters Score -1.033269e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -10334254.000000 Penalty: 5642.964844
	Iteration 3Q: 3 clusters Score -1.033425e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -10336976.000000 Penalty: 5642.964844
	Iteration 4F: 3 clusters Score -1.033698e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -10341629.000000 Penalty: 5642.964844
	Iteration 5F: 3 clusters Score -1.034163e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -10348670.000000 Penalty: 5642.964844
	Iteration 6F: 3 clusters Score -1.034867e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -10356151.000000 Penalty: 5642.964844
	Iteration 7F: 3 clusters Score -1.035615e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -10360984.000000 Penalty: 5642.964844
	Iteration 8F: 3 clusters Score -1.036098e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -10362983.000000 Penalty: 5642.964844
	Iteration 9Q: 3 clusters Score -1.036298e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -10363576.000000 Penalty: 5642.964844
	Iteration 10Q: 3 clusters Score -1.036358e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -10363798.000000 Penalty: 5642.964844
	Iteration 11Q: 3 clusters Score -1.03638e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -10363919.000000 Penalty: 5642.964844
	Iteration 12Q: 3 clusters Score -1.036392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -10363962.000000 Penalty: 5642.964844
	Iteration 13Q: 3 clusters Score -1.036396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -10363995.000000 Penalty: 5642.964844
	Iteration 14Q: 3 clusters Score -1.0364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -10364013.000000 Penalty: 5642.964844
	Iteration 15Q: 3 clusters Score -1.036401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -10364044.000000 Penalty: 5642.964844
	Iteration 16Q: 3 clusters Score -1.036404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -10364061.000000 Penalty: 5642.964844
	Iteration 17Q: 3 clusters Score -1.036406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -10364070.000000 Penalty: 5642.964844
	Iteration 18Q: 3 clusters Score -1.036407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10364072.000000 Penalty: 5642.964844
	Iteration 19Q: 3 clusters Score -1.036407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10364076.000000 Penalty: 5642.964844
	Iteration 20F: 3 clusters Score -1.036408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -10364072.000000 Penalty: 5642.964844
	Iteration 21Q: 3 clusters Score -1.036407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -10364073.000000 Penalty: 5642.964844
	Iteration 22Q: 3 clusters Score -1.036407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -10364073.000000 Penalty: 5642.964844
	Iteration 23F: 3 clusters Score -1.036407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Entering Unmasked Estep 
Score: -8990851.000000 Penalty: 2785.964355
	Iteration 0F: 2 clusters Score -8990851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -8940332.000000 Penalty: 5571.928711
	Iteration 0F: 3 clusters Score -8940332 nChanged 35443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -8960544.000000 Penalty: 5571.928711
	Iteration 1F: 3 clusters Score -8960544 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8961737.000000 Penalty: 5571.928711
	Iteration 2Q: 3 clusters Score -8961737 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8963684.000000 Penalty: 5571.928711
	Iteration 3F: 3 clusters Score -8963684 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -8967051.000000 Penalty: 5571.928711
	Iteration 4F: 3 clusters Score -8967051 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -8972069.000000 Penalty: 5571.928711
	Iteration 5F: 3 clusters Score -8972069 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -8977974.000000 Penalty: 5571.928711
	Iteration 6F: 3 clusters Score -8977974 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
Score: -8983024.000000 Penalty: 5571.928711
	Iteration 7F: 3 clusters Score -8983024 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -8986088.000000 Penalty: 5571.928711
	Iteration 8Q: 3 clusters Score -8986088 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -8987576.000000 Penalty: 5571.928711
	Iteration 9Q: 3 clusters Score -8987576 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -8988119.000000 Penalty: 5571.928711
	Iteration 10Q: 3 clusters Score -8988119 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -8988349.000000 Penalty: 5571.928711
	Iteration 11Q: 3 clusters Score -8988349 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -8988503.000000 Penalty: 5571.928711
	Iteration 12Q: 3 clusters Score -8988503 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -8988563.000000 Penalty: 5571.928711
	Iteration 13Q: 3 clusters Score -8988563 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -8988620.000000 Penalty: 5571.928711
	Iteration 14Q: 3 clusters Score -8988620 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -8988685.000000 Penalty: 5571.928711
	Iteration 15Q: 3 clusters Score -8988685 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -8988719.000000 Penalty: 5571.928711
	Iteration 16Q: 3 clusters Score -8988719 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -8988774.000000 Penalty: 5571.928711
	Iteration 17Q: 3 clusters Score -8988774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -8988822.000000 Penalty: 5571.928711
	Iteration 18Q: 3 clusters Score -8988822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -8988839.000000 Penalty: 5571.928711
	Iteration 19Q: 3 clusters Score -8988839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -8988878.000000 Penalty: 5571.928711
	Iteration 20F: 3 clusters Score -8988878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -8988873.000000 Penalty: 5571.928711
	Iteration 21Q: 3 clusters Score -8988873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -8988905.000000 Penalty: 5571.928711
	Iteration 22Q: 3 clusters Score -8988905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -8988916.000000 Penalty: 5571.928711
	Iteration 23Q: 3 clusters Score -8988916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -8988914.000000 Penalty: 5571.928711
	Iteration 24Q: 3 clusters Score -8988914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -8988926.000000 Penalty: 5571.928711
	Iteration 25Q: 3 clusters Score -8988926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -8988927.000000 Penalty: 5571.928711
	Iteration 26Q: 3 clusters Score -8988927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -8988940.000000 Penalty: 5571.928711
	Iteration 27Q: 3 clusters Score -8988940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -8988955.000000 Penalty: 5571.928711
	Iteration 28Q: 3 clusters Score -8988955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -8988968.000000 Penalty: 5571.928711
	Iteration 29Q: 3 clusters Score -8988968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -8988968.000000 Penalty: 5571.928711
	Iteration 30Q: 3 clusters Score -8988968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -8988979.000000 Penalty: 5571.928711
	Iteration 31Q: 3 clusters Score -8988979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -8988987.000000 Penalty: 5571.928711
	Iteration 32Q: 3 clusters Score -8988987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -8988989.000000 Penalty: 5571.928711
	Iteration 33Q: 3 clusters Score -8988989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -8989009.000000 Penalty: 5571.928711
	Iteration 34Q: 3 clusters Score -8989009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -8989022.000000 Penalty: 5571.928711
	Iteration 35Q: 3 clusters Score -8989022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -8989024.000000 Penalty: 5571.928711
	Iteration 36Q: 3 clusters Score -8989024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -8989023.000000 Penalty: 5571.928711
	Iteration 37Q: 3 clusters Score -8989023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -8989029.000000 Penalty: 5571.928711
	Iteration 38Q: 3 clusters Score -8989029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -8989021.000000 Penalty: 5571.928711
	Iteration 39Q: 3 clusters Score -8989021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -8989016.000000 Penalty: 5571.928711
	Iteration 40F: 3 clusters Score -8989016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -8989029.000000 Penalty: 5571.928711
	Iteration 41Q: 3 clusters Score -8989029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -8989032.000000 Penalty: 5571.928711
	Iteration 42Q: 3 clusters Score -8989032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -8989036.000000 Penalty: 5571.928711
	Iteration 43Q: 3 clusters Score -8989036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -8989033.000000 Penalty: 5571.928711
	Iteration 44Q: 3 clusters Score -8989033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -8989033.000000 Penalty: 5571.928711
	Iteration 45Q: 3 clusters Score -8989033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -8989040.000000 Penalty: 5571.928711
	Iteration 46Q: 3 clusters Score -8989040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -8989046.000000 Penalty: 5571.928711
	Iteration 47Q: 3 clusters Score -8989046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -8989062.000000 Penalty: 5571.928711
	Iteration 48Q: 3 clusters Score -8989062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -8989059.000000 Penalty: 5571.928711
	Iteration 49Q: 3 clusters Score -8989059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -8989055.000000 Penalty: 5571.928711
	Iteration 50Q: 3 clusters Score -8989055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -8989056.000000 Penalty: 5571.928711
	Iteration 51Q: 3 clusters Score -8989056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -8989046.000000 Penalty: 5571.928711
	Iteration 52Q: 3 clusters Score -8989046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -8989055.000000 Penalty: 5571.928711
	Iteration 53Q: 3 clusters Score -8989055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -8989057.000000 Penalty: 5571.928711
	Iteration 54Q: 3 clusters Score -8989057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -8989048.000000 Penalty: 5571.928711
	Iteration 55Q: 3 clusters Score -8989048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 73496 members 
Entering Unmasked Estep 
Score: -8989044.000000 Penalty: 5571.928711
	Iteration 56Q: 3 clusters Score -8989044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8989048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -8989048.000000 Penalty: 5571.928711
	Iteration 58F: 3 clusters Score -8989048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 31211 members 
Mstep: Class 5 contains 107663 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 187104 members 
Mstep: Class 9 contains 3428 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177475 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 65796 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 184074 members 
Mstep: Class 16 contains 55911 members 
Mstep: Class 17 contains 87286 members 
Mstep: Class 19 contains 75639 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 19 clusters Score -1.180561e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 31446 members 
Mstep: Class 5 contains 107883 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 187035 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177454 members 
Mstep: Class 12 contains 6595 members 
Mstep: Class 13 contains 65746 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 183921 members 
Mstep: Class 16 contains 55916 members 
Mstep: Class 17 contains 87201 members 
Mstep: Class 19 contains 75565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 19 clusters Score -1.180561e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 31692 members 
Mstep: Class 5 contains 108134 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 186981 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177412 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 65692 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 183748 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 87115 members 
Mstep: Class 19 contains 75485 members 
Entering Unmasked Estep 
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Iteration 241Q: 19 clusters Score -1.180562e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 31940 members 
Mstep: Class 5 contains 108374 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 186930 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177391 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 65637 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 183563 members 
Mstep: Class 16 contains 55933 members 
Mstep: Class 17 contains 87023 members 
Mstep: Class 19 contains 75398 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 19 clusters Score -1.180564e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 32143 members 
Mstep: Class 5 contains 108680 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 186879 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177318 members 
Mstep: Class 12 contains 6593 members 
Mstep: Class 13 contains 65592 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 183396 members 
Mstep: Class 16 contains 55938 members 
Mstep: Class 17 contains 86943 members 
Mstep: Class 19 contains 75315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 19 clusters Score -1.180565e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 32351 members 
Mstep: Class 5 contains 108992 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 186814 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177256 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 65557 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 183205 members 
Mstep: Class 16 contains 55944 members 
Mstep: Class 17 contains 86864 members 
Mstep: Class 19 contains 75236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 19 clusters Score -1.180566e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 32547 members 
Mstep: Class 5 contains 109306 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 186764 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177177 members 
Mstep: Class 12 contains 6591 members 
Mstep: Class 13 contains 65533 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 183002 members 
Mstep: Class 16 contains 55949 members 
Mstep: Class 17 contains 86783 members 
Mstep: Class 19 contains 75167 members 
Entering Unmasked Estep 
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Iteration 245Q: 19 clusters Score -1.180566e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 109573 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 186728 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177130 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 65512 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 182817 members 
Mstep: Class 16 contains 55964 members 
Mstep: Class 17 contains 86686 members 
Mstep: Class 19 contains 75089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 19 clusters Score -1.180566e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 32918 members 
Mstep: Class 5 contains 109859 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 186696 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177062 members 
Mstep: Class 12 contains 6587 members 
Mstep: Class 13 contains 65492 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 182630 members 
Mstep: Class 16 contains 55974 members 
Mstep: Class 17 contains 86605 members 
Mstep: Class 19 contains 75009 members 
Entering Unmasked Estep 
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Iteration 247Q: 19 clusters Score -1.180564e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 33103 members 
Mstep: Class 5 contains 110147 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 186661 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 177002 members 
Mstep: Class 12 contains 6587 members 
Mstep: Class 13 contains 65479 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 182430 members 
Mstep: Class 16 contains 55975 members 
Mstep: Class 17 contains 86519 members 
Mstep: Class 19 contains 74944 members 
Entering Unmasked Estep 
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Iteration 248Q: 19 clusters Score -1.180564e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 33267 members 
Mstep: Class 5 contains 110408 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 186623 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176944 members 
Mstep: Class 12 contains 6586 members 
Mstep: Class 13 contains 65473 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 182267 members 
Mstep: Class 16 contains 55979 members 
Mstep: Class 17 contains 86424 members 
Mstep: Class 19 contains 74881 members 
Entering Unmasked Estep 
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Iteration 249Q: 19 clusters Score -1.180564e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 33420 members 
Mstep: Class 5 contains 110677 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 186569 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176872 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 65463 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 182128 members 
Mstep: Class 16 contains 55984 members 
Mstep: Class 17 contains 86344 members 
Mstep: Class 19 contains 74816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 19 clusters Score -1.180565e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 33547 members 
Mstep: Class 5 contains 110965 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 186522 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176822 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 65445 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 181974 members 
Mstep: Class 16 contains 55984 members 
Mstep: Class 17 contains 86269 members 
Mstep: Class 19 contains 74754 members 
Entering Unmasked Estep 
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Iteration 251Q: 19 clusters Score -1.180566e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 33693 members 
Mstep: Class 5 contains 111236 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 186479 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176750 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 65435 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 181821 members 
Mstep: Class 16 contains 55988 members 
Mstep: Class 17 contains 86195 members 
Mstep: Class 19 contains 74694 members 
Entering Unmasked Estep 
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Iteration 252Q: 19 clusters Score -1.180565e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 33833 members 
Mstep: Class 5 contains 111518 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 186441 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176684 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 65419 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 181669 members 
Mstep: Class 16 contains 55991 members 
Mstep: Class 17 contains 86129 members 
Mstep: Class 19 contains 74615 members 
Entering Unmasked Estep 
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Iteration 253Q: 19 clusters Score -1.180565e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 4 contains 33986 members 
Mstep: Class 5 contains 111795 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 186412 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176604 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 65406 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 181513 members 
Mstep: Class 16 contains 55993 members 
Mstep: Class 17 contains 86047 members 
Mstep: Class 19 contains 74552 members 
Entering Unmasked Estep 
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Iteration 254Q: 19 clusters Score -1.180564e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34116 members 
Mstep: Class 5 contains 112095 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 186363 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176523 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 65384 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 181372 members 
Mstep: Class 16 contains 55997 members 
Mstep: Class 17 contains 85970 members 
Mstep: Class 19 contains 74499 members 
Entering Unmasked Estep 
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Iteration 255Q: 19 clusters Score -1.180566e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34253 members 
Mstep: Class 5 contains 112435 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 186315 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176438 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 65360 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 181208 members 
Mstep: Class 16 contains 55996 members 
Mstep: Class 17 contains 85891 members 
Mstep: Class 19 contains 74437 members 
Entering Unmasked Estep 
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Iteration 256Q: 19 clusters Score -1.180567e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34407 members 
Mstep: Class 5 contains 112737 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 186260 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176366 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 65330 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 181083 members 
Mstep: Class 16 contains 55997 members 
Mstep: Class 17 contains 85803 members 
Mstep: Class 19 contains 74366 members 
Entering Unmasked Estep 
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Iteration 257Q: 19 clusters Score -1.180566e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34554 members 
Mstep: Class 5 contains 113041 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 186217 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176270 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 65294 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 180967 members 
Mstep: Class 16 contains 55999 members 
Mstep: Class 17 contains 85714 members 
Mstep: Class 19 contains 74306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056584.000000 Penalty: 61757.199219
Iteration 258Q: 19 clusters Score -1.180566e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34704 members 
Mstep: Class 5 contains 113347 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 186184 members 
Mstep: Class 9 contains 3261 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176202 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 65247 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 180814 members 
Mstep: Class 16 contains 56004 members 
Mstep: Class 17 contains 85637 members 
Mstep: Class 19 contains 74243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 61757.199219
Iteration 259Q: 19 clusters Score -1.180567e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 34834 members 
Mstep: Class 5 contains 113661 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 186118 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176136 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 65207 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 180716 members 
Mstep: Class 16 contains 56006 members 
Mstep: Class 17 contains 85558 members 
Mstep: Class 19 contains 74167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 61757.199219
Iteration 260F: 19 clusters Score -1.180568e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 34958 members 
Mstep: Class 5 contains 113926 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 186071 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 176068 members 
Mstep: Class 12 contains 6575 members 
Mstep: Class 13 contains 65173 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 180611 members 
Mstep: Class 16 contains 56012 members 
Mstep: Class 17 contains 85501 members 
Mstep: Class 19 contains 74101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057072.000000 Penalty: 61757.199219
Iteration 261Q: 19 clusters Score -1.180571e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 35081 members 
Mstep: Class 5 contains 114248 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 186010 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175994 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 65144 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 180465 members 
Mstep: Class 16 contains 56017 members 
Mstep: Class 17 contains 85449 members 
Mstep: Class 19 contains 74026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057016.000000 Penalty: 61757.199219
Iteration 262Q: 19 clusters Score -1.18057e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 35203 members 
Mstep: Class 5 contains 114597 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 185951 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175908 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 65117 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 180306 members 
Mstep: Class 16 contains 56023 members 
Mstep: Class 17 contains 85396 members 
Mstep: Class 19 contains 73943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057216.000000 Penalty: 61757.199219
Iteration 263Q: 19 clusters Score -1.180572e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 35320 members 
Mstep: Class 5 contains 114971 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 185901 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175803 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 65079 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 180160 members 
Mstep: Class 16 contains 56026 members 
Mstep: Class 17 contains 85332 members 
Mstep: Class 19 contains 73867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057416.000000 Penalty: 61757.199219
Iteration 264Q: 19 clusters Score -1.180574e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 35440 members 
Mstep: Class 5 contains 115277 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 185844 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175717 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 65047 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 180023 members 
Mstep: Class 16 contains 56037 members 
Mstep: Class 17 contains 85282 members 
Mstep: Class 19 contains 73802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057384.000000 Penalty: 61757.199219
Iteration 265Q: 19 clusters Score -1.180574e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 35550 members 
Mstep: Class 5 contains 115594 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 185785 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175655 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 65006 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 179893 members 
Mstep: Class 16 contains 56035 members 
Mstep: Class 17 contains 85216 members 
Mstep: Class 19 contains 73745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057448.000000 Penalty: 61757.199219
Iteration 266Q: 19 clusters Score -1.180574e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 35678 members 
Mstep: Class 5 contains 115883 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 185727 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175623 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 64953 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 179780 members 
Mstep: Class 16 contains 56036 members 
Mstep: Class 17 contains 85154 members 
Mstep: Class 19 contains 73666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057456.000000 Penalty: 61757.199219
Iteration 267Q: 19 clusters Score -1.180575e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8405 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 35811 members 
Mstep: Class 5 contains 116199 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 185663 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175558 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 64890 members 
Mstep: Class 14 contains 1082 members 
Mstep: Class 15 contains 179664 members 
Mstep: Class 16 contains 56039 members 
Mstep: Class 17 contains 85102 members 
Mstep: Class 19 contains 73591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057400.000000 Penalty: 61757.199219
Iteration 268Q: 19 clusters Score -1.180574e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 35909 members 
Mstep: Class 5 contains 116566 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 185617 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175487 members 
Mstep: Class 12 contains 6569 members 
Mstep: Class 13 contains 64846 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 15 contains 179516 members 
Mstep: Class 16 contains 56043 members 
Mstep: Class 17 contains 85040 members 
Mstep: Class 19 contains 73507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057552.000000 Penalty: 61757.199219
Iteration 269Q: 19 clusters Score -1.180576e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 35985 members 
Mstep: Class 5 contains 116955 members 
Mstep: Class 6 contains 272 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 185545 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175404 members 
Mstep: Class 12 contains 6569 members 
Mstep: Class 13 contains 64809 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 179402 members 
Mstep: Class 16 contains 56050 members 
Mstep: Class 17 contains 84978 members 
Mstep: Class 19 contains 73418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057480.000000 Penalty: 61757.199219
Iteration 270Q: 19 clusters Score -1.180575e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36050 members 
Mstep: Class 5 contains 117359 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 185484 members 
Mstep: Class 9 contains 3098 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175330 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 64776 members 
Mstep: Class 14 contains 1085 members 
Mstep: Class 15 contains 179264 members 
Mstep: Class 16 contains 56053 members 
Mstep: Class 17 contains 84916 members 
Mstep: Class 19 contains 73326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057664.000000 Penalty: 61757.199219
Iteration 271Q: 19 clusters Score -1.180577e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36107 members 
Mstep: Class 5 contains 117754 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 185436 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 175246 members 
Mstep: Class 12 contains 6569 members 
Mstep: Class 13 contains 64743 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 179132 members 
Mstep: Class 16 contains 56056 members 
Mstep: Class 17 contains 84864 members 
Mstep: Class 19 contains 73230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057608.000000 Penalty: 61757.199219
Iteration 272Q: 19 clusters Score -1.180576e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36169 members 
Mstep: Class 5 contains 118130 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 185381 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 175173 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 64719 members 
Mstep: Class 14 contains 1085 members 
Mstep: Class 15 contains 178958 members 
Mstep: Class 16 contains 56066 members 
Mstep: Class 17 contains 84820 members 
Mstep: Class 19 contains 73157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057648.000000 Penalty: 61757.199219
Iteration 273Q: 19 clusters Score -1.180576e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36219 members 
Mstep: Class 5 contains 118525 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 185328 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 175103 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 64678 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178810 members 
Mstep: Class 16 contains 56076 members 
Mstep: Class 17 contains 84755 members 
Mstep: Class 19 contains 73090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057968.000000 Penalty: 61757.199219
Iteration 274Q: 19 clusters Score -1.18058e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36258 members 
Mstep: Class 5 contains 118937 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 185287 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 175039 members 
Mstep: Class 12 contains 6569 members 
Mstep: Class 13 contains 64651 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178662 members 
Mstep: Class 16 contains 56081 members 
Mstep: Class 17 contains 84679 members 
Mstep: Class 19 contains 73017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057904.000000 Penalty: 61757.199219
Iteration 275Q: 19 clusters Score -1.180579e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36304 members 
Mstep: Class 5 contains 119321 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 185251 members 
Mstep: Class 9 contains 3017 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174977 members 
Mstep: Class 12 contains 6566 members 
Mstep: Class 13 contains 64623 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178503 members 
Mstep: Class 16 contains 56085 members 
Mstep: Class 17 contains 84610 members 
Mstep: Class 19 contains 72960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058016.000000 Penalty: 61757.199219
Iteration 276Q: 19 clusters Score -1.18058e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36338 members 
Mstep: Class 5 contains 119729 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 185195 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174905 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 64578 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178364 members 
Mstep: Class 16 contains 56089 members 
Mstep: Class 17 contains 84552 members 
Mstep: Class 19 contains 72905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058096.000000 Penalty: 61757.199219
Iteration 277Q: 19 clusters Score -1.180581e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36381 members 
Mstep: Class 5 contains 120154 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 185160 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174809 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 13 contains 64528 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178218 members 
Mstep: Class 16 contains 56089 members 
Mstep: Class 17 contains 84492 members 
Mstep: Class 19 contains 72845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058024.000000 Penalty: 61757.199219
Iteration 278Q: 19 clusters Score -1.18058e+08 nChanged 743
Entering ConstructFrom: 
Score: -118058024.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Entering Unmasked Estep 
Score: -2260931.000000 Penalty: 2448.536621
	Iteration 0F: 2 clusters Score -2260931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2247228.500000 Penalty: 4897.073242
	Iteration 0F: 3 clusters Score -2247228 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2251958.250000 Penalty: 4897.073242
	Iteration 1F: 3 clusters Score -2251958 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2252467.250000 Penalty: 4897.073242
	Iteration 2F: 3 clusters Score -2252467 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2253071.750000 Penalty: 4897.073242
	Iteration 3F: 3 clusters Score -2253072 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2253841.500000 Penalty: 4897.073242
	Iteration 4F: 3 clusters Score -2253842 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2254827.750000 Penalty: 4897.073242
	Iteration 5F: 3 clusters Score -2254828 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2255939.750000 Penalty: 4897.073242
	Iteration 6F: 3 clusters Score -2255940 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2256975.500000 Penalty: 4897.073242
	Iteration 7F: 3 clusters Score -2256976 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2257804.000000 Penalty: 4897.073242
	Iteration 8F: 3 clusters Score -2257804 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2258406.250000 Penalty: 4897.073242
	Iteration 9Q: 3 clusters Score -2258406 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2258811.250000 Penalty: 4897.073242
	Iteration 10Q: 3 clusters Score -2258811 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2259132.500000 Penalty: 4897.073242
	Iteration 11Q: 3 clusters Score -2259132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2259313.750000 Penalty: 4897.073242
	Iteration 12Q: 3 clusters Score -2259314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2259440.500000 Penalty: 4897.073242
	Iteration 13Q: 3 clusters Score -2259440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2259514.500000 Penalty: 4897.073242
	Iteration 14Q: 3 clusters Score -2259514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2259561.250000 Penalty: 4897.073242
	Iteration 15Q: 3 clusters Score -2259561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2259583.000000 Penalty: 4897.073242
	Iteration 16Q: 3 clusters Score -2259583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2259604.250000 Penalty: 4897.073242
	Iteration 17Q: 3 clusters Score -2259604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2259606.500000 Penalty: 4897.073242
	Iteration 18Q: 3 clusters Score -2259606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2259614.250000 Penalty: 4897.073242
	Iteration 19Q: 3 clusters Score -2259614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2259624.250000 Penalty: 4897.073242
	Iteration 20F: 3 clusters Score -2259624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2259622.500000 Penalty: 4897.073242
	Iteration 21Q: 3 clusters Score -2259622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2259628.750000 Penalty: 4897.073242
	Iteration 22Q: 3 clusters Score -2259629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2259629.750000 Penalty: 4897.073242
	Iteration 23Q: 3 clusters Score -2259630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2259632.750000 Penalty: 4897.073242
	Iteration 24Q: 3 clusters Score -2259633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2259639.000000 Penalty: 4897.073242
	Iteration 25Q: 3 clusters Score -2259639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2259640.000000 Penalty: 4897.073242
	Iteration 26Q: 3 clusters Score -2259640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2259645.750000 Penalty: 4897.073242
	Iteration 27Q: 3 clusters Score -2259646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2259642.750000 Penalty: 4897.073242
	Iteration 28Q: 3 clusters Score -2259643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2259646.750000 Penalty: 4897.073242
	Iteration 29Q: 3 clusters Score -2259647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2259650.750000 Penalty: 4897.073242
	Iteration 30Q: 3 clusters Score -2259651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2259654.250000 Penalty: 4897.073242
	Iteration 31Q: 3 clusters Score -2259654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2259653.250000 Penalty: 4897.073242
	Iteration 32Q: 3 clusters Score -2259653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2259653.250000 Penalty: 4897.073242
	Iteration 33F: 3 clusters Score -2259653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Entering Unmasked Estep 
Score: -980739.437500 Penalty: 2241.485107
	Iteration 0F: 2 clusters Score -980739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -974041.000000 Penalty: 4482.970215
	Iteration 0F: 3 clusters Score -974041 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -975936.187500 Penalty: 4482.970215
	Iteration 1F: 3 clusters Score -975936.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -976185.312500 Penalty: 4482.970215
	Iteration 2F: 3 clusters Score -976185.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -976362.750000 Penalty: 4482.970215
	Iteration 3Q: 3 clusters Score -976362.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -976486.250000 Penalty: 4482.970215
	Iteration 4Q: 3 clusters Score -976486.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -976572.562500 Penalty: 4482.970215
	Iteration 5Q: 3 clusters Score -976572.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -976651.625000 Penalty: 4482.970215
	Iteration 6Q: 3 clusters Score -976651.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -976728.187500 Penalty: 4482.970215
	Iteration 7Q: 3 clusters Score -976728.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -976805.187500 Penalty: 4482.970215
	Iteration 8Q: 3 clusters Score -976805.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -976877.062500 Penalty: 4482.970215
	Iteration 9Q: 3 clusters Score -976877.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -976959.812500 Penalty: 4482.970215
	Iteration 10Q: 3 clusters Score -976959.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -977067.562500 Penalty: 4482.970215
	Iteration 11Q: 3 clusters Score -977067.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -977182.812500 Penalty: 4482.970215
	Iteration 12Q: 3 clusters Score -977182.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -977293.500000 Penalty: 4482.970215
	Iteration 13Q: 3 clusters Score -977293.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -977422.375000 Penalty: 4482.970215
	Iteration 14Q: 3 clusters Score -977422.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -977586.125000 Penalty: 4482.970215
	Iteration 15Q: 3 clusters Score -977586.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -977744.750000 Penalty: 4482.970215
	Iteration 16Q: 3 clusters Score -977744.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -977923.625000 Penalty: 4482.970215
	Iteration 17Q: 3 clusters Score -977923.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -978105.312500 Penalty: 4482.970215
	Iteration 18Q: 3 clusters Score -978105.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -978289.125000 Penalty: 4482.970215
	Iteration 19Q: 3 clusters Score -978289.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -978407.500000 Penalty: 4482.970215
	Iteration 20F: 3 clusters Score -978407.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -978502.937500 Penalty: 4482.970215
	Iteration 21Q: 3 clusters Score -978502.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -978591.062500 Penalty: 4482.970215
	Iteration 22Q: 3 clusters Score -978591.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -978650.625000 Penalty: 4482.970215
	Iteration 23Q: 3 clusters Score -978650.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -978688.562500 Penalty: 4482.970215
	Iteration 24Q: 3 clusters Score -978688.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -978725.375000 Penalty: 4482.970215
	Iteration 25Q: 3 clusters Score -978725.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -978759.750000 Penalty: 4482.970215
	Iteration 26Q: 3 clusters Score -978759.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -978785.937500 Penalty: 4482.970215
	Iteration 27Q: 3 clusters Score -978785.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -978803.437500 Penalty: 4482.970215
	Iteration 28Q: 3 clusters Score -978803.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -978814.625000 Penalty: 4482.970215
	Iteration 29Q: 3 clusters Score -978814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -978821.062500 Penalty: 4482.970215
	Iteration 30Q: 3 clusters Score -978821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -978825.625000 Penalty: 4482.970215
	Iteration 31Q: 3 clusters Score -978825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -978829.437500 Penalty: 4482.970215
	Iteration 32Q: 3 clusters Score -978829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -978837.812500 Penalty: 4482.970215
	Iteration 33Q: 3 clusters Score -978837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -978845.000000 Penalty: 4482.970215
	Iteration 34Q: 3 clusters Score -978845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -978847.375000 Penalty: 4482.970215
	Iteration 35Q: 3 clusters Score -978847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -978851.562500 Penalty: 4482.970215
	Iteration 36Q: 3 clusters Score -978851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -978857.187500 Penalty: 4482.970215
	Iteration 37Q: 3 clusters Score -978857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -978864.750000 Penalty: 4482.970215
	Iteration 38Q: 3 clusters Score -978864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -978865.562500 Penalty: 4482.970215
	Iteration 39Q: 3 clusters Score -978865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -978868.625000 Penalty: 4482.970215
	Iteration 40F: 3 clusters Score -978868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -978868.562500 Penalty: 4482.970215
	Iteration 41Q: 3 clusters Score -978868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -978869.875000 Penalty: 4482.970215
	Iteration 42Q: 3 clusters Score -978869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -978870.062500 Penalty: 4482.970215
	Iteration 43Q: 3 clusters Score -978870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -978871.187500 Penalty: 4482.970215
	Iteration 44Q: 3 clusters Score -978871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -978871.187500 Penalty: 4482.970215
	Iteration 45F: 3 clusters Score -978871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -143289.562500 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -143289.6 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 671 members 
Entering Unmasked Estep 
Score: -141125.953125 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -141126 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141592.343750 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -141592.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141853.500000 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -141853.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142095.906250 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -142095.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -142290.609375 Penalty: 3574.730957
	Iteration 4F: 3 clusters Score -142290.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142406.703125 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -142406.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142522.296875 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -142522.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -142591.171875 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -142591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -142645.609375 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -142645.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -142678.328125 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -142678.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142699.328125 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -142699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -142725.937500 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -142725.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142742.046875 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -142742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142749.015625 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -142749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142756.890625 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -142756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142763.375000 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -142763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -142769.718750 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -142769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142780.796875 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -142780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142789.031250 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -142789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142791.656250 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -142791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142795.328125 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -142795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -142798.453125 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -142798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142800.671875 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -142800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142802.968750 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -142803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142804.750000 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -142804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142810.296875 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -142810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142811.687500 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -142811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -142814.109375 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -142814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -142814.937500 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -142814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142818.812500 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -142818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142823.953125 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -142824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142827.453125 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -142827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142830.421875 Penalty: 3574.730957
	Iteration 32Q: 3 clusters Score -142830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142832.812500 Penalty: 3574.730957
	Iteration 33Q: 3 clusters Score -142832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142834.437500 Penalty: 3574.730957
	Iteration 34Q: 3 clusters Score -142834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -142835.421875 Penalty: 3574.730957
	Iteration 35Q: 3 clusters Score -142835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142836.609375 Penalty: 3574.730957
	Iteration 36Q: 3 clusters Score -142836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142836.609375 Penalty: 3574.730957
	Iteration 37F: 3 clusters Score -142836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Entering Unmasked Estep 
Score: -4141724.000000 Penalty: 2604.692383
	Iteration 0F: 2 clusters Score -4141724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4117021.000000 Penalty: 5209.384766
	Iteration 0F: 3 clusters Score -4117021 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4126154.250000 Penalty: 5209.384766
	Iteration 1F: 3 clusters Score -4126154 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4127054.750000 Penalty: 5209.384766
	Iteration 2Q: 3 clusters Score -4127055 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4128152.250000 Penalty: 5209.384766
	Iteration 3F: 3 clusters Score -4128152 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4129524.750000 Penalty: 5209.384766
	Iteration 4F: 3 clusters Score -4129525 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4131044.000000 Penalty: 5209.384766
	Iteration 5F: 3 clusters Score -4131044 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4132685.000000 Penalty: 5209.384766
	Iteration 6F: 3 clusters Score -4132685 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4134260.750000 Penalty: 5209.384766
	Iteration 7F: 3 clusters Score -4134261 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4135475.500000 Penalty: 5209.384766
	Iteration 8F: 3 clusters Score -4135476 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4136332.500000 Penalty: 5209.384766
	Iteration 9Q: 3 clusters Score -4136332 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4136785.250000 Penalty: 5209.384766
	Iteration 10Q: 3 clusters Score -4136785 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4137009.250000 Penalty: 5209.384766
	Iteration 11Q: 3 clusters Score -4137009 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4137110.000000 Penalty: 5209.384766
	Iteration 12Q: 3 clusters Score -4137110 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4137198.250000 Penalty: 5209.384766
	Iteration 13Q: 3 clusters Score -4137198 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4137250.750000 Penalty: 5209.384766
	Iteration 14Q: 3 clusters Score -4137251 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4137286.250000 Penalty: 5209.384766
	Iteration 15Q: 3 clusters Score -4137286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4137331.000000 Penalty: 5209.384766
	Iteration 16Q: 3 clusters Score -4137331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4137387.500000 Penalty: 5209.384766
	Iteration 17Q: 3 clusters Score -4137388 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4137531.750000 Penalty: 5209.384766
	Iteration 18Q: 3 clusters Score -4137532 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4137727.500000 Penalty: 5209.384766
	Iteration 19Q: 3 clusters Score -4137728 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -4137891.500000 Penalty: 5209.384766
	Iteration 20F: 3 clusters Score -4137892 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4138019.250000 Penalty: 5209.384766
	Iteration 21Q: 3 clusters Score -4138019 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4138201.000000 Penalty: 5209.384766
	Iteration 22Q: 3 clusters Score -4138201 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4138450.750000 Penalty: 5209.384766
	Iteration 23Q: 3 clusters Score -4138451 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4138820.250000 Penalty: 5209.384766
	Iteration 24Q: 3 clusters Score -4138820 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4139388.250000 Penalty: 5209.384766
	Iteration 25Q: 3 clusters Score -4139388 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4140019.500000 Penalty: 5209.384766
	Iteration 26Q: 3 clusters Score -4140020 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4140683.750000 Penalty: 5209.384766
	Iteration 27Q: 3 clusters Score -4140684 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4141180.250000 Penalty: 5209.384766
	Iteration 28Q: 3 clusters Score -4141180 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4141494.500000 Penalty: 5209.384766
	Iteration 29Q: 3 clusters Score -4141494 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4141687.500000 Penalty: 5209.384766
	Iteration 30Q: 3 clusters Score -4141688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4141780.000000 Penalty: 5209.384766
	Iteration 31Q: 3 clusters Score -4141780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4141835.000000 Penalty: 5209.384766
	Iteration 32Q: 3 clusters Score -4141835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4141840.250000 Penalty: 5209.384766
	Iteration 33Q: 3 clusters Score -4141840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4141856.500000 Penalty: 5209.384766
	Iteration 34Q: 3 clusters Score -4141856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4141866.500000 Penalty: 5209.384766
	Iteration 35Q: 3 clusters Score -4141866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4141880.000000 Penalty: 5209.384766
	Iteration 36Q: 3 clusters Score -4141880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4141886.250000 Penalty: 5209.384766
	Iteration 37Q: 3 clusters Score -4141886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4141889.000000 Penalty: 5209.384766
	Iteration 38Q: 3 clusters Score -4141889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4141893.500000 Penalty: 5209.384766
	Iteration 39Q: 3 clusters Score -4141894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4141901.000000 Penalty: 5209.384766
	Iteration 40F: 3 clusters Score -4141901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4141906.000000 Penalty: 5209.384766
	Iteration 41Q: 3 clusters Score -4141906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4141916.500000 Penalty: 5209.384766
	Iteration 42Q: 3 clusters Score -4141916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4141912.750000 Penalty: 5209.384766
	Iteration 43Q: 3 clusters Score -4141913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4141919.000000 Penalty: 5209.384766
	Iteration 44Q: 3 clusters Score -4141919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4141908.000000 Penalty: 5209.384766
	Iteration 45Q: 3 clusters Score -4141908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4141911.000000 Penalty: 5209.384766
	Iteration 46Q: 3 clusters Score -4141911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4141914.500000 Penalty: 5209.384766
	Iteration 47Q: 3 clusters Score -4141914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4141913.000000 Penalty: 5209.384766
	Iteration 48Q: 3 clusters Score -4141913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4141917.000000 Penalty: 5209.384766
	Iteration 49Q: 3 clusters Score -4141917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4141915.500000 Penalty: 5209.384766
	Iteration 50Q: 3 clusters Score -4141916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4141915.500000 Penalty: 5209.384766
	Iteration 51F: 3 clusters Score -4141916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 35007 members 
Mstep: Class 5 contains 120569 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 185136 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174712 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 64480 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178087 members 
Mstep: Class 16 contains 56097 members 
Mstep: Class 17 contains 84432 members 
Mstep: Class 18 contains 1410 members 
Mstep: Class 19 contains 72768 members 
Entering Unmasked Estep 
Score: -118057480.000000 Penalty: 65188.156250
Splitting cluster 4 changes total score from -118058024.000000 to -118057480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (120569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Entering Unmasked Estep 
Score: -14156292.000000 Penalty: 2901.594482
	Iteration 0F: 2 clusters Score -1.415629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -14075932.000000 Penalty: 5803.188965
	Iteration 0F: 3 clusters Score -1.407593e+07 nChanged 57011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -14108447.000000 Penalty: 5803.188965
	Iteration 1F: 3 clusters Score -1.410845e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -14109028.000000 Penalty: 5803.188965
	Iteration 2Q: 3 clusters Score -1.410903e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -14109607.000000 Penalty: 5803.188965
	Iteration 3Q: 3 clusters Score -1.410961e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -14110303.000000 Penalty: 5803.188965
	Iteration 4Q: 3 clusters Score -1.41103e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -14111217.000000 Penalty: 5803.188965
	Iteration 5Q: 3 clusters Score -1.411122e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -14112278.000000 Penalty: 5803.188965
	Iteration 6Q: 3 clusters Score -1.411228e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -14114313.000000 Penalty: 5803.188965
	Iteration 7Q: 3 clusters Score -1.411431e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -14118017.000000 Penalty: 5803.188965
	Iteration 8F: 3 clusters Score -1.411802e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -14124483.000000 Penalty: 5803.188965
	Iteration 9F: 3 clusters Score -1.412448e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -14133973.000000 Penalty: 5803.188965
	Iteration 10F: 3 clusters Score -1.413397e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -14143611.000000 Penalty: 5803.188965
	Iteration 11F: 3 clusters Score -1.414361e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -14149462.000000 Penalty: 5803.188965
	Iteration 12F: 3 clusters Score -1.414946e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14152114.000000 Penalty: 5803.188965
	Iteration 13Q: 3 clusters Score -1.415211e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14153209.000000 Penalty: 5803.188965
	Iteration 14Q: 3 clusters Score -1.415321e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14153505.000000 Penalty: 5803.188965
	Iteration 15Q: 3 clusters Score -1.41535e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14153626.000000 Penalty: 5803.188965
	Iteration 16Q: 3 clusters Score -1.415363e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14153697.000000 Penalty: 5803.188965
	Iteration 17Q: 3 clusters Score -1.41537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14153723.000000 Penalty: 5803.188965
	Iteration 18Q: 3 clusters Score -1.415372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14153728.000000 Penalty: 5803.188965
	Iteration 19Q: 3 clusters Score -1.415373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14153725.000000 Penalty: 5803.188965
	Iteration 20F: 3 clusters Score -1.415372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14153747.000000 Penalty: 5803.188965
	Iteration 21Q: 3 clusters Score -1.415375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14153754.000000 Penalty: 5803.188965
	Iteration 22Q: 3 clusters Score -1.415375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14153766.000000 Penalty: 5803.188965
	Iteration 23Q: 3 clusters Score -1.415377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14153772.000000 Penalty: 5803.188965
	Iteration 24Q: 3 clusters Score -1.415377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14153772.000000 Penalty: 5803.188965
	Iteration 25Q: 3 clusters Score -1.415377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14153776.000000 Penalty: 5803.188965
	Iteration 26Q: 3 clusters Score -1.415378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14153789.000000 Penalty: 5803.188965
	Iteration 27Q: 3 clusters Score -1.415379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14153778.000000 Penalty: 5803.188965
	Iteration 28Q: 3 clusters Score -1.415378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14153801.000000 Penalty: 5803.188965
	Iteration 29Q: 3 clusters Score -1.41538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14153812.000000 Penalty: 5803.188965
	Iteration 30Q: 3 clusters Score -1.415381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14153815.000000 Penalty: 5803.188965
	Iteration 31Q: 3 clusters Score -1.415382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14153818.000000 Penalty: 5803.188965
	Iteration 32Q: 3 clusters Score -1.415382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14153833.000000 Penalty: 5803.188965
	Iteration 33Q: 3 clusters Score -1.415383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14153845.000000 Penalty: 5803.188965
	Iteration 34Q: 3 clusters Score -1.415384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14153841.000000 Penalty: 5803.188965
	Iteration 35Q: 3 clusters Score -1.415384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14153845.000000 Penalty: 5803.188965
	Iteration 36Q: 3 clusters Score -1.415384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14153847.000000 Penalty: 5803.188965
	Iteration 37Q: 3 clusters Score -1.415385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14153847.000000 Penalty: 5803.188965
	Iteration 38F: 3 clusters Score -1.415385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -26520.775391 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -26520.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25378.480469 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -25378.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25539.296875 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -25539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25569.400391 Penalty: 2784.111572
	Iteration 2Q: 3 clusters Score -25569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25578.314453 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -25578.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25595.402344 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -25595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25621.494141 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -25621.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25647.777344 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -25647.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25675.021484 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -25675.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25693.787109 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -25693.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25695.884766 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -25695.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25702.259766 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -25702.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25708.392578 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -25708.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25710.914062 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -25710.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25710.914062 Penalty: 2784.111572
	Iteration 13F: 3 clusters Score -25710.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Entering Unmasked Estep 
Score: -426242.781250 Penalty: 2030.243164
	Iteration 0F: 2 clusters Score -426242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -422563.875000 Penalty: 4060.486328
	Iteration 0F: 3 clusters Score -422563.9 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423338.187500 Penalty: 4060.486328
	Iteration 1F: 3 clusters Score -423338.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423510.375000 Penalty: 4060.486328
	Iteration 2F: 3 clusters Score -423510.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423611.312500 Penalty: 4060.486328
	Iteration 3Q: 3 clusters Score -423611.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -423689.062500 Penalty: 4060.486328
	Iteration 4Q: 3 clusters Score -423689.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -423751.562500 Penalty: 4060.486328
	Iteration 5Q: 3 clusters Score -423751.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -423797.593750 Penalty: 4060.486328
	Iteration 6Q: 3 clusters Score -423797.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -423838.343750 Penalty: 4060.486328
	Iteration 7Q: 3 clusters Score -423838.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -423885.062500 Penalty: 4060.486328
	Iteration 8Q: 3 clusters Score -423885.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423931.437500 Penalty: 4060.486328
	Iteration 9Q: 3 clusters Score -423931.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423968.562500 Penalty: 4060.486328
	Iteration 10Q: 3 clusters Score -423968.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -424002.000000 Penalty: 4060.486328
	Iteration 11Q: 3 clusters Score -424002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -424031.781250 Penalty: 4060.486328
	Iteration 12Q: 3 clusters Score -424031.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -424050.281250 Penalty: 4060.486328
	Iteration 13Q: 3 clusters Score -424050.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -424073.875000 Penalty: 4060.486328
	Iteration 14Q: 3 clusters Score -424073.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -424102.875000 Penalty: 4060.486328
	Iteration 15Q: 3 clusters Score -424102.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -424132.562500 Penalty: 4060.486328
	Iteration 16Q: 3 clusters Score -424132.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -424156.781250 Penalty: 4060.486328
	Iteration 17Q: 3 clusters Score -424156.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -424174.062500 Penalty: 4060.486328
	Iteration 18Q: 3 clusters Score -424174.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -424194.437500 Penalty: 4060.486328
	Iteration 19Q: 3 clusters Score -424194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -424210.375000 Penalty: 4060.486328
	Iteration 20F: 3 clusters Score -424210.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -424227.500000 Penalty: 4060.486328
	Iteration 21Q: 3 clusters Score -424227.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -424245.656250 Penalty: 4060.486328
	Iteration 22Q: 3 clusters Score -424245.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -424262.562500 Penalty: 4060.486328
	Iteration 23Q: 3 clusters Score -424262.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424281.968750 Penalty: 4060.486328
	Iteration 24Q: 3 clusters Score -424282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424300.968750 Penalty: 4060.486328
	Iteration 25Q: 3 clusters Score -424301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -424323.218750 Penalty: 4060.486328
	Iteration 26Q: 3 clusters Score -424323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -424340.906250 Penalty: 4060.486328
	Iteration 27Q: 3 clusters Score -424340.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -424356.937500 Penalty: 4060.486328
	Iteration 28Q: 3 clusters Score -424356.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -424372.125000 Penalty: 4060.486328
	Iteration 29Q: 3 clusters Score -424372.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424386.093750 Penalty: 4060.486328
	Iteration 30Q: 3 clusters Score -424386.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -424401.625000 Penalty: 4060.486328
	Iteration 31Q: 3 clusters Score -424401.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -424414.656250 Penalty: 4060.486328
	Iteration 32Q: 3 clusters Score -424414.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -424426.906250 Penalty: 4060.486328
	Iteration 33Q: 3 clusters Score -424426.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -424438.406250 Penalty: 4060.486328
	Iteration 34Q: 3 clusters Score -424438.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -424447.843750 Penalty: 4060.486328
	Iteration 35Q: 3 clusters Score -424447.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -424454.093750 Penalty: 4060.486328
	Iteration 36Q: 3 clusters Score -424454.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -424459.593750 Penalty: 4060.486328
	Iteration 37Q: 3 clusters Score -424459.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -424466.843750 Penalty: 4060.486328
	Iteration 38Q: 3 clusters Score -424466.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -424475.906250 Penalty: 4060.486328
	Iteration 39Q: 3 clusters Score -424475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -424486.812500 Penalty: 4060.486328
	Iteration 40F: 3 clusters Score -424486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -424499.312500 Penalty: 4060.486328
	Iteration 41Q: 3 clusters Score -424499.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -424514.937500 Penalty: 4060.486328
	Iteration 42Q: 3 clusters Score -424514.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -424528.968750 Penalty: 4060.486328
	Iteration 43Q: 3 clusters Score -424529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -424540.906250 Penalty: 4060.486328
	Iteration 44Q: 3 clusters Score -424540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -424557.625000 Penalty: 4060.486328
	Iteration 45Q: 3 clusters Score -424557.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -424574.625000 Penalty: 4060.486328
	Iteration 46Q: 3 clusters Score -424574.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -424592.968750 Penalty: 4060.486328
	Iteration 47Q: 3 clusters Score -424593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -424612.906250 Penalty: 4060.486328
	Iteration 48Q: 3 clusters Score -424612.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -424627.843750 Penalty: 4060.486328
	Iteration 49Q: 3 clusters Score -424627.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -424642.281250 Penalty: 4060.486328
	Iteration 50Q: 3 clusters Score -424642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -424655.125000 Penalty: 4060.486328
	Iteration 51Q: 3 clusters Score -424655.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -424664.593750 Penalty: 4060.486328
	Iteration 52Q: 3 clusters Score -424664.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -424671.281250 Penalty: 4060.486328
	Iteration 53Q: 3 clusters Score -424671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -424677.500000 Penalty: 4060.486328
	Iteration 54Q: 3 clusters Score -424677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -424681.468750 Penalty: 4060.486328
	Iteration 55Q: 3 clusters Score -424681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -424682.156250 Penalty: 4060.486328
	Iteration 56Q: 3 clusters Score -424682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -424684.781250 Penalty: 4060.486328
	Iteration 57Q: 3 clusters Score -424684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -424684.781250 Penalty: 4060.486328
	Iteration 58F: 3 clusters Score -424684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185136 members 
Entering Unmasked Estep 
Score: -21998048.000000 Penalty: 3007.953857
	Iteration 0F: 2 clusters Score -2.199805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -21886064.000000 Penalty: 6015.907715
	Iteration 0F: 3 clusters Score -2.188606e+07 nChanged 88718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -21937582.000000 Penalty: 6015.907715
	Iteration 1F: 3 clusters Score -2.193758e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -21938368.000000 Penalty: 6015.907715
	Iteration 2Q: 3 clusters Score -2.193837e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -21939280.000000 Penalty: 6015.907715
	Iteration 3Q: 3 clusters Score -2.193928e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -21940314.000000 Penalty: 6015.907715
	Iteration 4Q: 3 clusters Score -2.194031e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -21941516.000000 Penalty: 6015.907715
	Iteration 5Q: 3 clusters Score -2.194152e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -21942766.000000 Penalty: 6015.907715
	Iteration 6Q: 3 clusters Score -2.194277e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -21944372.000000 Penalty: 6015.907715
	Iteration 7Q: 3 clusters Score -2.194437e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -21946774.000000 Penalty: 6015.907715
	Iteration 8Q: 3 clusters Score -2.194677e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6015.907715
	Iteration 9Q: 3 clusters Score -2.195051e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -21957032.000000 Penalty: 6015.907715
	Iteration 10F: 3 clusters Score -2.195703e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -21967198.000000 Penalty: 6015.907715
	Iteration 11F: 3 clusters Score -2.19672e+07 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -21979254.000000 Penalty: 6015.907715
	Iteration 12F: 3 clusters Score -2.197925e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -21988376.000000 Penalty: 6015.907715
	Iteration 13F: 3 clusters Score -2.198838e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -21992804.000000 Penalty: 6015.907715
	Iteration 14Q: 3 clusters Score -2.19928e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 181327 members 
Entering Unmasked Estep 
Score: -21994258.000000 Penalty: 6015.907715
	Iteration 15Q: 3 clusters Score -2.199426e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -21994984.000000 Penalty: 6015.907715
	Iteration 16Q: 3 clusters Score -2.199498e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 184087 members 
Entering Unmasked Estep 
Score: -21995196.000000 Penalty: 6015.907715
	Iteration 17Q: 3 clusters Score -2.19952e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -21995354.000000 Penalty: 6015.907715
	Iteration 18Q: 3 clusters Score -2.199535e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 184566 members 
Entering Unmasked Estep 
Score: -21995432.000000 Penalty: 6015.907715
	Iteration 19Q: 3 clusters Score -2.199543e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184641 members 
Entering Unmasked Estep 
Score: -21995490.000000 Penalty: 6015.907715
	Iteration 20F: 3 clusters Score -2.199549e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -21995528.000000 Penalty: 6015.907715
	Iteration 21Q: 3 clusters Score -2.199553e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 184702 members 
Entering Unmasked Estep 
Score: -21995568.000000 Penalty: 6015.907715
	Iteration 22Q: 3 clusters Score -2.199557e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 184717 members 
Entering Unmasked Estep 
Score: -21995568.000000 Penalty: 6015.907715
	Iteration 23Q: 3 clusters Score -2.199557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 184717 members 
Entering Unmasked Estep 
Score: -21995602.000000 Penalty: 6015.907715
	Iteration 24Q: 3 clusters Score -2.19956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 184717 members 
Entering Unmasked Estep 
Score: -21995608.000000 Penalty: 6015.907715
	Iteration 25Q: 3 clusters Score -2.199561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -21995622.000000 Penalty: 6015.907715
	Iteration 26Q: 3 clusters Score -2.199562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -21995620.000000 Penalty: 6015.907715
	Iteration 27Q: 3 clusters Score -2.199562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 184721 members 
Entering Unmasked Estep 
Score: -21995626.000000 Penalty: 6015.907715
	Iteration 28Q: 3 clusters Score -2.199563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -21995642.000000 Penalty: 6015.907715
	Iteration 29Q: 3 clusters Score -2.199564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -21995634.000000 Penalty: 6015.907715
	Iteration 30Q: 3 clusters Score -2.199563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -21995618.000000 Penalty: 6015.907715
	Iteration 31Q: 3 clusters Score -2.199562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -21995618.000000 Penalty: 6015.907715
	Iteration 32F: 3 clusters Score -2.199562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -350973.156250 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -350973.2 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 1449 members 
Entering Unmasked Estep 
Score: -347683.156250 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -347683.2 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -348305.750000 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -348305.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -348446.062500 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -348446.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348539.156250 Penalty: 3965.170410
	Iteration 3Q: 3 clusters Score -348539.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -348602.843750 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -348602.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -348650.687500 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -348650.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -348687.437500 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -348687.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -348716.187500 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -348716.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -348735.156250 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -348735.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -348750.406250 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -348750.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -348763.500000 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -348763.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -348778.625000 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -348778.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348790.312500 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -348790.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -348800.625000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -348800.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -348810.187500 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -348810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348815.937500 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -348815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -348819.375000 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -348819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -348822.500000 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -348822.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -348830.906250 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -348830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -348834.312500 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -348834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -348838.281250 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -348838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -348841.093750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -348841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -348841.343750 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -348841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -348842.531250 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -348842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -348844.093750 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -348844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -348844.312500 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -348844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -348846.250000 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -348846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348846.437500 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -348846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348848.000000 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -348848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348849.125000 Penalty: 3965.170410
	Iteration 29Q: 3 clusters Score -348849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -348851.375000 Penalty: 3965.170410
	Iteration 30Q: 3 clusters Score -348851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348852.062500 Penalty: 3965.170410
	Iteration 31Q: 3 clusters Score -348852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348852.218750 Penalty: 3965.170410
	Iteration 32Q: 3 clusters Score -348852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348853.687500 Penalty: 3965.170410
	Iteration 33Q: 3 clusters Score -348853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348857.750000 Penalty: 3965.170410
	Iteration 34Q: 3 clusters Score -348857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -348861.531250 Penalty: 3965.170410
	Iteration 35Q: 3 clusters Score -348861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348865.500000 Penalty: 3965.170410
	Iteration 36Q: 3 clusters Score -348865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348870.031250 Penalty: 3965.170410
	Iteration 37Q: 3 clusters Score -348870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -348873.187500 Penalty: 3965.170410
	Iteration 38Q: 3 clusters Score -348873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -348877.562500 Penalty: 3965.170410
	Iteration 39Q: 3 clusters Score -348877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -348879.531250 Penalty: 3965.170410
	Iteration 40F: 3 clusters Score -348879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -348882.562500 Penalty: 3965.170410
	Iteration 41Q: 3 clusters Score -348882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -348885.968750 Penalty: 3965.170410
	Iteration 42Q: 3 clusters Score -348886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348888.500000 Penalty: 3965.170410
	Iteration 43Q: 3 clusters Score -348888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -348893.218750 Penalty: 3965.170410
	Iteration 44Q: 3 clusters Score -348893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348897.031250 Penalty: 3965.170410
	Iteration 45Q: 3 clusters Score -348897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -348898.468750 Penalty: 3965.170410
	Iteration 46Q: 3 clusters Score -348898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -348899.031250 Penalty: 3965.170410
	Iteration 47Q: 3 clusters Score -348899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -348900.250000 Penalty: 3965.170410
	Iteration 48Q: 3 clusters Score -348900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -348901.812500 Penalty: 3965.170410
	Iteration 49Q: 3 clusters Score -348901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -348903.125000 Penalty: 3965.170410
	Iteration 50Q: 3 clusters Score -348903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -348904.625000 Penalty: 3965.170410
	Iteration 51Q: 3 clusters Score -348904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348905.187500 Penalty: 3965.170410
	Iteration 52Q: 3 clusters Score -348905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -348907.781250 Penalty: 3965.170410
	Iteration 53Q: 3 clusters Score -348907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -348909.156250 Penalty: 3965.170410
	Iteration 54Q: 3 clusters Score -348909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -348911.500000 Penalty: 3965.170410
	Iteration 55Q: 3 clusters Score -348911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -348913.843750 Penalty: 3965.170410
	Iteration 56Q: 3 clusters Score -348913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -348921.062500 Penalty: 3965.170410
	Iteration 57Q: 3 clusters Score -348921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -348926.437500 Penalty: 3965.170410
	Iteration 58Q: 3 clusters Score -348926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -348929.718750 Penalty: 3965.170410
	Iteration 59Q: 3 clusters Score -348929.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -348935.437500 Penalty: 3965.170410
	Iteration 60F: 3 clusters Score -348935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -348942.718750 Penalty: 3965.170410
	Iteration 61Q: 3 clusters Score -348942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -348946.531250 Penalty: 3965.170410
	Iteration 62Q: 3 clusters Score -348946.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -348950.781250 Penalty: 3965.170410
	Iteration 63Q: 3 clusters Score -348950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348957.375000 Penalty: 3965.170410
	Iteration 64Q: 3 clusters Score -348957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -348959.812500 Penalty: 3965.170410
	Iteration 65Q: 3 clusters Score -348959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348962.062500 Penalty: 3965.170410
	Iteration 66Q: 3 clusters Score -348962.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348966.781250 Penalty: 3965.170410
	Iteration 67Q: 3 clusters Score -348966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -348969.500000 Penalty: 3965.170410
	Iteration 68Q: 3 clusters Score -348969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348969.937500 Penalty: 3965.170410
	Iteration 69Q: 3 clusters Score -348969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -348969.531250 Penalty: 3965.170410
	Iteration 70Q: 3 clusters Score -348969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348970.031250 Penalty: 3965.170410
	Iteration 71Q: 3 clusters Score -348970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -348970.031250 Penalty: 3965.170410
	Iteration 72F: 3 clusters Score -348970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -321859.812500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321859.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -322431.031250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322431 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -322553.687500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322553.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -322626.500000 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322626.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -322670.312500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322670.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -322707.781250 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322707.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322736.281250 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322736.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -322757.843750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322757.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -322776.843750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322776.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322797.031250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -322808.531250 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -322808.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -322815.500000 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -322815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -322820.125000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -322820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -322822.250000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -322822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -322823.937500 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -322823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -322827.093750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -322827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -322828.937500 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -322828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -322830.906250 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -322830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -322833.281250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -322833.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -322837.000000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -322837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -322838.562500 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -322838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322842.843750 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -322842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -322847.000000 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -322847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322850.437500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -322850.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -322854.875000 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -322854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -322860.281250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -322860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322864.125000 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -322864.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -322867.500000 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -322867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -322869.468750 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -322869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -322870.843750 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -322870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -322870.750000 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -322870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322872.406250 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -322872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -322873.625000 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -322873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -322874.000000 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -322874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322875.468750 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -322875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322875.468750 Penalty: 3940.644043
	Iteration 35F: 3 clusters Score -322875.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (174712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Entering Unmasked Estep 
Score: -20674746.000000 Penalty: 2993.581787
	Iteration 0F: 2 clusters Score -2.067475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -20562460.000000 Penalty: 5987.163574
	Iteration 0F: 3 clusters Score -2.056246e+07 nChanged 83790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -20610896.000000 Penalty: 5987.163574
	Iteration 1F: 3 clusters Score -2.06109e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -20611732.000000 Penalty: 5987.163574
	Iteration 2Q: 3 clusters Score -2.061173e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -20612622.000000 Penalty: 5987.163574
	Iteration 3Q: 3 clusters Score -2.061262e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -20613716.000000 Penalty: 5987.163574
	Iteration 4Q: 3 clusters Score -2.061372e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -20615134.000000 Penalty: 5987.163574
	Iteration 5Q: 3 clusters Score -2.061513e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -20617084.000000 Penalty: 5987.163574
	Iteration 6Q: 3 clusters Score -2.061708e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -20619916.000000 Penalty: 5987.163574
	Iteration 7Q: 3 clusters Score -2.061992e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -20624330.000000 Penalty: 5987.163574
	Iteration 8Q: 3 clusters Score -2.062433e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -20631326.000000 Penalty: 5987.163574
	Iteration 9F: 3 clusters Score -2.063133e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -20640586.000000 Penalty: 5987.163574
	Iteration 10F: 3 clusters Score -2.064059e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -20649846.000000 Penalty: 5987.163574
	Iteration 11F: 3 clusters Score -2.064985e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -20655676.000000 Penalty: 5987.163574
	Iteration 12F: 3 clusters Score -2.065568e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -20658474.000000 Penalty: 5987.163574
	Iteration 13Q: 3 clusters Score -2.065847e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132240 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -20660244.000000 Penalty: 5987.163574
	Iteration 14Q: 3 clusters Score -2.066024e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134776 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -20661546.000000 Penalty: 5987.163574
	Iteration 15Q: 3 clusters Score -2.066155e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137203 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -20662840.000000 Penalty: 5987.163574
	Iteration 16Q: 3 clusters Score -2.066284e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139441 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -20663924.000000 Penalty: 5987.163574
	Iteration 17Q: 3 clusters Score -2.066392e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141604 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -20665122.000000 Penalty: 5987.163574
	Iteration 18Q: 3 clusters Score -2.066512e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -20666062.000000 Penalty: 5987.163574
	Iteration 19Q: 3 clusters Score -2.066606e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -20667020.000000 Penalty: 5987.163574
	Iteration 20F: 3 clusters Score -2.066702e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -20667772.000000 Penalty: 5987.163574
	Iteration 21Q: 3 clusters Score -2.066777e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -20668410.000000 Penalty: 5987.163574
	Iteration 22Q: 3 clusters Score -2.066841e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -20668952.000000 Penalty: 5987.163574
	Iteration 23Q: 3 clusters Score -2.066895e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -20669474.000000 Penalty: 5987.163574
	Iteration 24Q: 3 clusters Score -2.066947e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153563 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -20669932.000000 Penalty: 5987.163574
	Iteration 25Q: 3 clusters Score -2.066993e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -20670264.000000 Penalty: 5987.163574
	Iteration 26Q: 3 clusters Score -2.067026e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -20670376.000000 Penalty: 5987.163574
	Iteration 27Q: 3 clusters Score -2.067038e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -20670646.000000 Penalty: 5987.163574
	Iteration 28Q: 3 clusters Score -2.067065e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -20670840.000000 Penalty: 5987.163574
	Iteration 29Q: 3 clusters Score -2.067084e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -20671006.000000 Penalty: 5987.163574
	Iteration 30Q: 3 clusters Score -2.067101e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160554 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -20671250.000000 Penalty: 5987.163574
	Iteration 31Q: 3 clusters Score -2.067125e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -20671300.000000 Penalty: 5987.163574
	Iteration 32Q: 3 clusters Score -2.06713e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -20671416.000000 Penalty: 5987.163574
	Iteration 33Q: 3 clusters Score -2.067142e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -20671458.000000 Penalty: 5987.163574
	Iteration 34Q: 3 clusters Score -2.067146e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -20671646.000000 Penalty: 5987.163574
	Iteration 35Q: 3 clusters Score -2.067165e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -20671672.000000 Penalty: 5987.163574
	Iteration 36Q: 3 clusters Score -2.067167e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -20671760.000000 Penalty: 5987.163574
	Iteration 37Q: 3 clusters Score -2.067176e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -20671724.000000 Penalty: 5987.163574
	Iteration 38Q: 3 clusters Score -2.067172e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -20671754.000000 Penalty: 5987.163574
	Iteration 39Q: 3 clusters Score -2.067175e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -20671780.000000 Penalty: 5987.163574
	Iteration 40F: 3 clusters Score -2.067178e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -20671832.000000 Penalty: 5987.163574
	Iteration 41Q: 3 clusters Score -2.067183e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -20671802.000000 Penalty: 5987.163574
	Iteration 42Q: 3 clusters Score -2.06718e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167943 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -20671850.000000 Penalty: 5987.163574
	Iteration 43Q: 3 clusters Score -2.067185e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -20671900.000000 Penalty: 5987.163574
	Iteration 44Q: 3 clusters Score -2.06719e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -20671872.000000 Penalty: 5987.163574
	Iteration 45Q: 3 clusters Score -2.067187e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -20671864.000000 Penalty: 5987.163574
	Iteration 46Q: 3 clusters Score -2.067186e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -20671874.000000 Penalty: 5987.163574
	Iteration 47Q: 3 clusters Score -2.067187e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -20671886.000000 Penalty: 5987.163574
	Iteration 48Q: 3 clusters Score -2.067189e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -20671904.000000 Penalty: 5987.163574
	Iteration 49Q: 3 clusters Score -2.06719e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -20671954.000000 Penalty: 5987.163574
	Iteration 50Q: 3 clusters Score -2.067195e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170012 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -20671962.000000 Penalty: 5987.163574
	Iteration 51Q: 3 clusters Score -2.067196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -20671944.000000 Penalty: 5987.163574
	Iteration 52Q: 3 clusters Score -2.067194e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -20671966.000000 Penalty: 5987.163574
	Iteration 53Q: 3 clusters Score -2.067197e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -20671926.000000 Penalty: 5987.163574
	Iteration 54Q: 3 clusters Score -2.067193e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -20671946.000000 Penalty: 5987.163574
	Iteration 55Q: 3 clusters Score -2.067195e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -20671956.000000 Penalty: 5987.163574
	Iteration 56Q: 3 clusters Score -2.067196e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -20672000.000000 Penalty: 5987.163574
	Iteration 57Q: 3 clusters Score -2.0672e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20672048.000000 Penalty: 5987.163574
	Iteration 58Q: 3 clusters Score -2.067205e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -20672050.000000 Penalty: 5987.163574
	Iteration 59Q: 3 clusters Score -2.067205e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20672008.000000 Penalty: 5987.163574
	Iteration 60F: 3 clusters Score -2.067201e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171777 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -20672052.000000 Penalty: 5987.163574
	Iteration 61Q: 3 clusters Score -2.067205e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20672066.000000 Penalty: 5987.163574
	Iteration 62Q: 3 clusters Score -2.067207e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -20672070.000000 Penalty: 5987.163574
	Iteration 63Q: 3 clusters Score -2.067207e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172189 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20672118.000000 Penalty: 5987.163574
	Iteration 64Q: 3 clusters Score -2.067212e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20672152.000000 Penalty: 5987.163574
	Iteration 65Q: 3 clusters Score -2.067215e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20672160.000000 Penalty: 5987.163574
	Iteration 66Q: 3 clusters Score -2.067216e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20672172.000000 Penalty: 5987.163574
	Iteration 67Q: 3 clusters Score -2.067217e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20672178.000000 Penalty: 5987.163574
	Iteration 68Q: 3 clusters Score -2.067218e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20672216.000000 Penalty: 5987.163574
	Iteration 69Q: 3 clusters Score -2.067222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172842 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -20672250.000000 Penalty: 5987.163574
	Iteration 70Q: 3 clusters Score -2.067225e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172919 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20672250.000000 Penalty: 5987.163574
	Iteration 71Q: 3 clusters Score -2.067225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -20672288.000000 Penalty: 5987.163574
	Iteration 72Q: 3 clusters Score -2.067229e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173063 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20672274.000000 Penalty: 5987.163574
	Iteration 73Q: 3 clusters Score -2.067227e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20672290.000000 Penalty: 5987.163574
	Iteration 74Q: 3 clusters Score -2.067229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -20672306.000000 Penalty: 5987.163574
	Iteration 75Q: 3 clusters Score -2.067231e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20672316.000000 Penalty: 5987.163574
	Iteration 76Q: 3 clusters Score -2.067232e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -20672318.000000 Penalty: 5987.163574
	Iteration 77Q: 3 clusters Score -2.067232e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20672334.000000 Penalty: 5987.163574
	Iteration 78Q: 3 clusters Score -2.067233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20672356.000000 Penalty: 5987.163574
	Iteration 79Q: 3 clusters Score -2.067236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173404 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20672372.000000 Penalty: 5987.163574
	Iteration 80F: 3 clusters Score -2.067237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20672380.000000 Penalty: 5987.163574
	Iteration 81Q: 3 clusters Score -2.067238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20672384.000000 Penalty: 5987.163574
	Iteration 82Q: 3 clusters Score -2.067238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20672396.000000 Penalty: 5987.163574
	Iteration 83Q: 3 clusters Score -2.06724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20672376.000000 Penalty: 5987.163574
	Iteration 84Q: 3 clusters Score -2.067238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20672374.000000 Penalty: 5987.163574
	Iteration 85Q: 3 clusters Score -2.067237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173570 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20672390.000000 Penalty: 5987.163574
	Iteration 86Q: 3 clusters Score -2.067239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20672390.000000 Penalty: 5987.163574
	Iteration 87Q: 3 clusters Score -2.067239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20672400.000000 Penalty: 5987.163574
	Iteration 88Q: 3 clusters Score -2.06724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173611 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20672378.000000 Penalty: 5987.163574
	Iteration 89Q: 3 clusters Score -2.067238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20672400.000000 Penalty: 5987.163574
	Iteration 90Q: 3 clusters Score -2.06724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173643 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20672398.000000 Penalty: 5987.163574
	Iteration 91Q: 3 clusters Score -2.06724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20672388.000000 Penalty: 5987.163574
	Iteration 92Q: 3 clusters Score -2.067239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20672390.000000 Penalty: 5987.163574
	Iteration 93Q: 3 clusters Score -2.067239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20672410.000000 Penalty: 5987.163574
	Iteration 94Q: 3 clusters Score -2.067241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20672414.000000 Penalty: 5987.163574
	Iteration 95Q: 3 clusters Score -2.067241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20672428.000000 Penalty: 5987.163574
	Iteration 96Q: 3 clusters Score -2.067243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173746 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20672442.000000 Penalty: 5987.163574
	Iteration 97Q: 3 clusters Score -2.067244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20672432.000000 Penalty: 5987.163574
	Iteration 98Q: 3 clusters Score -2.067243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20672430.000000 Penalty: 5987.163574
	Iteration 99Q: 3 clusters Score -2.067243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173784 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20672434.000000 Penalty: 5987.163574
	Iteration 100F: 3 clusters Score -2.067243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173793 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20672436.000000 Penalty: 5987.163574
	Iteration 101Q: 3 clusters Score -2.067244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20672430.000000 Penalty: 5987.163574
	Iteration 102Q: 3 clusters Score -2.067243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20672438.000000 Penalty: 5987.163574
	Iteration 103Q: 3 clusters Score -2.067244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20672424.000000 Penalty: 5987.163574
	Iteration 104Q: 3 clusters Score -2.067242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20672436.000000 Penalty: 5987.163574
	Iteration 105Q: 3 clusters Score -2.067244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20672432.000000 Penalty: 5987.163574
	Iteration 106Q: 3 clusters Score -2.067243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20672430.000000 Penalty: 5987.163574
	Iteration 107Q: 3 clusters Score -2.067243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173823 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20672418.000000 Penalty: 5987.163574
	Iteration 108Q: 3 clusters Score -2.067242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20672426.000000 Penalty: 5987.163574
	Iteration 109Q: 3 clusters Score -2.067243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20672426.000000 Penalty: 5987.163574
	Iteration 110Q: 3 clusters Score -2.067243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20672440.000000 Penalty: 5987.163574
	Iteration 111Q: 3 clusters Score -2.067244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20672432.000000 Penalty: 5987.163574
	Iteration 112Q: 3 clusters Score -2.067243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20672434.000000 Penalty: 5987.163574
	Iteration 113Q: 3 clusters Score -2.067243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20672438.000000 Penalty: 5987.163574
	Iteration 114Q: 3 clusters Score -2.067244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20672452.000000 Penalty: 5987.163574
	Iteration 115Q: 3 clusters Score -2.067245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20672446.000000 Penalty: 5987.163574
	Iteration 116Q: 3 clusters Score -2.067245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20672440.000000 Penalty: 5987.163574
	Iteration 117Q: 3 clusters Score -2.067244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20672442.000000 Penalty: 5987.163574
	Iteration 118Q: 3 clusters Score -2.067244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20672452.000000 Penalty: 5987.163574
	Iteration 119Q: 3 clusters Score -2.067245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173854 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20672456.000000 Penalty: 5987.163574
	Iteration 120F: 3 clusters Score -2.067246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20672450.000000 Penalty: 5987.163574
	Iteration 121Q: 3 clusters Score -2.067245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20672464.000000 Penalty: 5987.163574
	Iteration 122Q: 3 clusters Score -2.067246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173865 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20672466.000000 Penalty: 5987.163574
	Iteration 123Q: 3 clusters Score -2.067247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20672480.000000 Penalty: 5987.163574
	Iteration 124Q: 3 clusters Score -2.067248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20672482.000000 Penalty: 5987.163574
	Iteration 125Q: 3 clusters Score -2.067248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20672482.000000 Penalty: 5987.163574
	Iteration 126F: 3 clusters Score -2.067248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -773581.000000 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -773581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -768041.187500 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -768041.2 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -769407.000000 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -769407 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -769663.562500 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -769663.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -769830.562500 Penalty: 4358.763672
	Iteration 3Q: 3 clusters Score -769830.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -769975.375000 Penalty: 4358.763672
	Iteration 4Q: 3 clusters Score -769975.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -770144.312500 Penalty: 4358.763672
	Iteration 5Q: 3 clusters Score -770144.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -770316.187500 Penalty: 4358.763672
	Iteration 6Q: 3 clusters Score -770316.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -770524.000000 Penalty: 4358.763672
	Iteration 7Q: 3 clusters Score -770524 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -770725.750000 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -770725.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -770937.000000 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -770937 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -771148.125000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -771148.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -771325.812500 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -771325.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -771463.687500 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -771463.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -771595.937500 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -771595.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -771723.250000 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -771723.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -771828.000000 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -771828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -771904.937500 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -771904.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -771961.875000 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -771961.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -772012.000000 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -772012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -772053.375000 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -772053.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -772086.312500 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -772086.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -772114.875000 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -772114.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -772143.437500 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -772143.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -772165.062500 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -772165.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -772178.500000 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -772178.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -772185.937500 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -772185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -772191.687500 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -772191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -772193.937500 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -772193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -772199.250000 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -772199.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -772204.625000 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -772204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -772212.625000 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -772212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -772214.875000 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -772214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -772214.062500 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -772214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -772214.500000 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -772214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -772215.250000 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -772215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -772215.625000 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -772215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -772215.625000 Penalty: 4358.763672
	Iteration 36F: 3 clusters Score -772215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Entering Unmasked Estep 
Score: -7676548.000000 Penalty: 2746.379395
	Iteration 0F: 2 clusters Score -7676548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -7633198.000000 Penalty: 5492.758789
	Iteration 0F: 3 clusters Score -7633198 nChanged 30079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -7650185.500000 Penalty: 5492.758789
	Iteration 1F: 3 clusters Score -7650186 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -7650977.000000 Penalty: 5492.758789
	Iteration 2Q: 3 clusters Score -7650977 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7652036.500000 Penalty: 5492.758789
	Iteration 3Q: 3 clusters Score -7652036 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -7653810.000000 Penalty: 5492.758789
	Iteration 4F: 3 clusters Score -7653810 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -7656761.500000 Penalty: 5492.758789
	Iteration 5F: 3 clusters Score -7656762 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -7661123.500000 Penalty: 5492.758789
	Iteration 6F: 3 clusters Score -7661124 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -7666562.500000 Penalty: 5492.758789
	Iteration 7F: 3 clusters Score -7666562 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7670834.000000 Penalty: 5492.758789
	Iteration 8F: 3 clusters Score -7670834 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7672932.500000 Penalty: 5492.758789
	Iteration 9Q: 3 clusters Score -7672932 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7673684.000000 Penalty: 5492.758789
	Iteration 10Q: 3 clusters Score -7673684 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7673941.500000 Penalty: 5492.758789
	Iteration 11Q: 3 clusters Score -7673942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7674079.500000 Penalty: 5492.758789
	Iteration 12Q: 3 clusters Score -7674080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7674156.500000 Penalty: 5492.758789
	Iteration 13Q: 3 clusters Score -7674156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7674191.000000 Penalty: 5492.758789
	Iteration 14Q: 3 clusters Score -7674191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7674205.500000 Penalty: 5492.758789
	Iteration 15Q: 3 clusters Score -7674206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7674221.500000 Penalty: 5492.758789
	Iteration 16Q: 3 clusters Score -7674222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7674222.500000 Penalty: 5492.758789
	Iteration 17Q: 3 clusters Score -7674222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7674216.000000 Penalty: 5492.758789
	Iteration 18Q: 3 clusters Score -7674216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7674219.500000 Penalty: 5492.758789
	Iteration 19Q: 3 clusters Score -7674220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7674224.500000 Penalty: 5492.758789
	Iteration 20F: 3 clusters Score -7674224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7674222.500000 Penalty: 5492.758789
	Iteration 21Q: 3 clusters Score -7674222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7674229.000000 Penalty: 5492.758789
	Iteration 22Q: 3 clusters Score -7674229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7674228.000000 Penalty: 5492.758789
	Iteration 23Q: 3 clusters Score -7674228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7674228.000000 Penalty: 5492.758789
	Iteration 24F: 3 clusters Score -7674228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -118487.039062 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -118487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116483.117188 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -116483.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116763.046875 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -116763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -116844.429688 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -116844.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116879.695312 Penalty: 3467.167236
	Iteration 3Q: 3 clusters Score -116879.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116904.257812 Penalty: 3467.167236
	Iteration 4Q: 3 clusters Score -116904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116918.921875 Penalty: 3467.167236
	Iteration 5Q: 3 clusters Score -116918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -116923.835938 Penalty: 3467.167236
	Iteration 6Q: 3 clusters Score -116923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116924.398438 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -116924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116924.398438 Penalty: 3467.167236
	Iteration 8F: 3 clusters Score -116924.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178087 members 
Entering Unmasked Estep 
Score: -20972410.000000 Penalty: 2998.326904
	Iteration 0F: 2 clusters Score -2.097241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -20856690.000000 Penalty: 5996.653809
	Iteration 0F: 3 clusters Score -2.085669e+07 nChanged 85426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -20907012.000000 Penalty: 5996.653809
	Iteration 1F: 3 clusters Score -2.090701e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -20908710.000000 Penalty: 5996.653809
	Iteration 2Q: 3 clusters Score -2.090871e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -20911228.000000 Penalty: 5996.653809
	Iteration 3Q: 3 clusters Score -2.091123e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -20915272.000000 Penalty: 5996.653809
	Iteration 4Q: 3 clusters Score -2.091527e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -20922050.000000 Penalty: 5996.653809
	Iteration 5F: 3 clusters Score -2.092205e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -20932388.000000 Penalty: 5996.653809
	Iteration 6F: 3 clusters Score -2.093239e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 136743 members 
Entering Unmasked Estep 
Score: -20944180.000000 Penalty: 5996.653809
	Iteration 7F: 3 clusters Score -2.094418e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 146179 members 
Entering Unmasked Estep 
Score: -20954040.000000 Penalty: 5996.653809
	Iteration 8F: 3 clusters Score -2.095404e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -20960028.000000 Penalty: 5996.653809
	Iteration 9Q: 3 clusters Score -2.096003e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20963522.000000 Penalty: 5996.653809
	Iteration 10Q: 3 clusters Score -2.096352e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -20965504.000000 Penalty: 5996.653809
	Iteration 11Q: 3 clusters Score -2.09655e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -20966946.000000 Penalty: 5996.653809
	Iteration 12Q: 3 clusters Score -2.096695e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 165620 members 
Entering Unmasked Estep 
Score: -20967978.000000 Penalty: 5996.653809
	Iteration 13Q: 3 clusters Score -2.096798e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -20968706.000000 Penalty: 5996.653809
	Iteration 14Q: 3 clusters Score -2.096871e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 169463 members 
Entering Unmasked Estep 
Score: -20969250.000000 Penalty: 5996.653809
	Iteration 15Q: 3 clusters Score -2.096925e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -20969596.000000 Penalty: 5996.653809
	Iteration 16Q: 3 clusters Score -2.09696e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 172068 members 
Entering Unmasked Estep 
Score: -20969884.000000 Penalty: 5996.653809
	Iteration 17Q: 3 clusters Score -2.096988e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 173024 members 
Entering Unmasked Estep 
Score: -20970172.000000 Penalty: 5996.653809
	Iteration 18Q: 3 clusters Score -2.097017e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 173767 members 
Entering Unmasked Estep 
Score: -20970418.000000 Penalty: 5996.653809
	Iteration 19Q: 3 clusters Score -2.097042e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -20970564.000000 Penalty: 5996.653809
	Iteration 20F: 3 clusters Score -2.097056e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 174744 members 
Entering Unmasked Estep 
Score: -20970590.000000 Penalty: 5996.653809
	Iteration 21Q: 3 clusters Score -2.097059e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -20970640.000000 Penalty: 5996.653809
	Iteration 22Q: 3 clusters Score -2.097064e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -20970666.000000 Penalty: 5996.653809
	Iteration 23Q: 3 clusters Score -2.097067e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 175575 members 
Entering Unmasked Estep 
Score: -20970700.000000 Penalty: 5996.653809
	Iteration 24Q: 3 clusters Score -2.09707e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -20970722.000000 Penalty: 5996.653809
	Iteration 25Q: 3 clusters Score -2.097072e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -20970772.000000 Penalty: 5996.653809
	Iteration 26Q: 3 clusters Score -2.097077e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -20970738.000000 Penalty: 5996.653809
	Iteration 27Q: 3 clusters Score -2.097074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -20970748.000000 Penalty: 5996.653809
	Iteration 28Q: 3 clusters Score -2.097075e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 176223 members 
Entering Unmasked Estep 
Score: -20970758.000000 Penalty: 5996.653809
	Iteration 29Q: 3 clusters Score -2.097076e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 176295 members 
Entering Unmasked Estep 
Score: -20970764.000000 Penalty: 5996.653809
	Iteration 30Q: 3 clusters Score -2.097076e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -20970746.000000 Penalty: 5996.653809
	Iteration 31Q: 3 clusters Score -2.097075e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -20970756.000000 Penalty: 5996.653809
	Iteration 32Q: 3 clusters Score -2.097076e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -20970746.000000 Penalty: 5996.653809
	Iteration 33Q: 3 clusters Score -2.097075e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -20970766.000000 Penalty: 5996.653809
	Iteration 34Q: 3 clusters Score -2.097077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 176507 members 
Entering Unmasked Estep 
Score: -20970758.000000 Penalty: 5996.653809
	Iteration 35Q: 3 clusters Score -2.097076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -20970728.000000 Penalty: 5996.653809
	Iteration 36Q: 3 clusters Score -2.097073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -20970710.000000 Penalty: 5996.653809
	Iteration 37Q: 3 clusters Score -2.097071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 176571 members 
Entering Unmasked Estep 
Score: -20970730.000000 Penalty: 5996.653809
	Iteration 38Q: 3 clusters Score -2.097073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 176591 members 
Entering Unmasked Estep 
Score: -20970746.000000 Penalty: 5996.653809
	Iteration 39Q: 3 clusters Score -2.097075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 176605 members 
Entering Unmasked Estep 
Score: -20970744.000000 Penalty: 5996.653809
	Iteration 40F: 3 clusters Score -2.097074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -20970744.000000 Penalty: 5996.653809
	Iteration 41Q: 3 clusters Score -2.097074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -20970754.000000 Penalty: 5996.653809
	Iteration 42Q: 3 clusters Score -2.097075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -20970756.000000 Penalty: 5996.653809
	Iteration 43Q: 3 clusters Score -2.097076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -20970760.000000 Penalty: 5996.653809
	Iteration 44Q: 3 clusters Score -2.097076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -20970758.000000 Penalty: 5996.653809
	Iteration 45Q: 3 clusters Score -2.097076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -20970768.000000 Penalty: 5996.653809
	Iteration 46Q: 3 clusters Score -2.097077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 176663 members 
Entering Unmasked Estep 
Score: -20970760.000000 Penalty: 5996.653809
	Iteration 47Q: 3 clusters Score -2.097076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -20970762.000000 Penalty: 5996.653809
	Iteration 48Q: 3 clusters Score -2.097076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 176669 members 
Entering Unmasked Estep 
Score: -20970760.000000 Penalty: 5996.653809
	Iteration 49Q: 3 clusters Score -2.097076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -20970750.000000 Penalty: 5996.653809
	Iteration 50Q: 3 clusters Score -2.097075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 176675 members 
Entering Unmasked Estep 
Score: -20970756.000000 Penalty: 5996.653809
	Iteration 51Q: 3 clusters Score -2.097076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 176679 members 
Entering Unmasked Estep 
Score: -20970760.000000 Penalty: 5996.653809
	Iteration 52Q: 3 clusters Score -2.097076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -20970754.000000 Penalty: 5996.653809
	Iteration 53Q: 3 clusters Score -2.097075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -20970760.000000 Penalty: 5996.653809
	Iteration 54Q: 3 clusters Score -2.097076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 176696 members 
Entering Unmasked Estep 
Score: -20970758.000000 Penalty: 5996.653809
	Iteration 55Q: 3 clusters Score -2.097076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -20970778.000000 Penalty: 5996.653809
	Iteration 56Q: 3 clusters Score -2.097078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -20970764.000000 Penalty: 5996.653809
	Iteration 57Q: 3 clusters Score -2.097076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -20970766.000000 Penalty: 5996.653809
	Iteration 58Q: 3 clusters Score -2.097077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 176724 members 
Entering Unmasked Estep 
Score: -20970768.000000 Penalty: 5996.653809
	Iteration 59Q: 3 clusters Score -2.097077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 176727 members 
Entering Unmasked Estep 
Score: -20970772.000000 Penalty: 5996.653809
	Iteration 60F: 3 clusters Score -2.097077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 176731 members 
Entering Unmasked Estep 
Score: -20970762.000000 Penalty: 5996.653809
	Iteration 61Q: 3 clusters Score -2.097076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 176736 members 
Entering Unmasked Estep 
Score: -20970744.000000 Penalty: 5996.653809
	Iteration 62Q: 3 clusters Score -2.097074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 176742 members 
Entering Unmasked Estep 
Score: -20970744.000000 Penalty: 5996.653809
	Iteration 63Q: 3 clusters Score -2.097074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 176744 members 
Entering Unmasked Estep 
Score: -20970756.000000 Penalty: 5996.653809
	Iteration 64Q: 3 clusters Score -2.097076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 176744 members 
Entering Unmasked Estep 
Score: -20970756.000000 Penalty: 5996.653809
	Iteration 65F: 3 clusters Score -2.097076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Entering Unmasked Estep 
Score: -6630475.000000 Penalty: 2711.839600
	Iteration 0F: 2 clusters Score -6630475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6592710.000000 Penalty: 5423.679199
	Iteration 0F: 3 clusters Score -6592710 nChanged 26135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -6607268.500000 Penalty: 5423.679199
	Iteration 1F: 3 clusters Score -6607268 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -6607993.500000 Penalty: 5423.679199
	Iteration 2Q: 3 clusters Score -6607994 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -6608848.000000 Penalty: 5423.679199
	Iteration 3Q: 3 clusters Score -6608848 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -6610007.500000 Penalty: 5423.679199
	Iteration 4Q: 3 clusters Score -6610008 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -6611768.000000 Penalty: 5423.679199
	Iteration 5F: 3 clusters Score -6611768 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -6614512.000000 Penalty: 5423.679199
	Iteration 6F: 3 clusters Score -6614512 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -6618462.500000 Penalty: 5423.679199
	Iteration 7F: 3 clusters Score -6618462 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6622690.000000 Penalty: 5423.679199
	Iteration 8F: 3 clusters Score -6622690 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -6626001.000000 Penalty: 5423.679199
	Iteration 9F: 3 clusters Score -6626001 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -6627793.500000 Penalty: 5423.679199
	Iteration 10Q: 3 clusters Score -6627794 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -6628695.500000 Penalty: 5423.679199
	Iteration 11Q: 3 clusters Score -6628696 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -6629127.000000 Penalty: 5423.679199
	Iteration 12Q: 3 clusters Score -6629127 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -6629349.500000 Penalty: 5423.679199
	Iteration 13Q: 3 clusters Score -6629350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6629503.500000 Penalty: 5423.679199
	Iteration 14Q: 3 clusters Score -6629504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6629607.500000 Penalty: 5423.679199
	Iteration 15Q: 3 clusters Score -6629608 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -6629680.000000 Penalty: 5423.679199
	Iteration 16Q: 3 clusters Score -6629680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -6629711.500000 Penalty: 5423.679199
	Iteration 17Q: 3 clusters Score -6629712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -6629716.000000 Penalty: 5423.679199
	Iteration 18Q: 3 clusters Score -6629716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -6629722.500000 Penalty: 5423.679199
	Iteration 19Q: 3 clusters Score -6629722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -6629729.500000 Penalty: 5423.679199
	Iteration 20F: 3 clusters Score -6629730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -6629741.500000 Penalty: 5423.679199
	Iteration 21Q: 3 clusters Score -6629742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -6629743.000000 Penalty: 5423.679199
	Iteration 22Q: 3 clusters Score -6629743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -6629755.500000 Penalty: 5423.679199
	Iteration 23Q: 3 clusters Score -6629756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -6629762.500000 Penalty: 5423.679199
	Iteration 24Q: 3 clusters Score -6629762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6629773.500000 Penalty: 5423.679199
	Iteration 25Q: 3 clusters Score -6629774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -6629770.000000 Penalty: 5423.679199
	Iteration 26Q: 3 clusters Score -6629770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -6629778.000000 Penalty: 5423.679199
	Iteration 27Q: 3 clusters Score -6629778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -6629787.000000 Penalty: 5423.679199
	Iteration 28Q: 3 clusters Score -6629787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -6629795.500000 Penalty: 5423.679199
	Iteration 29Q: 3 clusters Score -6629796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -6629790.500000 Penalty: 5423.679199
	Iteration 30Q: 3 clusters Score -6629790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -6629791.000000 Penalty: 5423.679199
	Iteration 31Q: 3 clusters Score -6629791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6629789.000000 Penalty: 5423.679199
	Iteration 32Q: 3 clusters Score -6629789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -6629787.000000 Penalty: 5423.679199
	Iteration 33Q: 3 clusters Score -6629787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -6629790.000000 Penalty: 5423.679199
	Iteration 34Q: 3 clusters Score -6629790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -6629790.000000 Penalty: 5423.679199
	Iteration 35F: 3 clusters Score -6629790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Entering Unmasked Estep 
Score: -10031282.000000 Penalty: 2813.238037
	Iteration 0F: 2 clusters Score -1.003128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -9974908.000000 Penalty: 5626.476074
	Iteration 0F: 3 clusters Score -9974908 nChanged 39655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -9997188.000000 Penalty: 5626.476074
	Iteration 1F: 3 clusters Score -9997188 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -9997969.000000 Penalty: 5626.476074
	Iteration 2Q: 3 clusters Score -9997969 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9998861.000000 Penalty: 5626.476074
	Iteration 3Q: 3 clusters Score -9998861 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -10000180.000000 Penalty: 5626.476074
	Iteration 4Q: 3 clusters Score -1.000018e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -10001862.000000 Penalty: 5626.476074
	Iteration 5Q: 3 clusters Score -1.000186e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -10004193.000000 Penalty: 5626.476074
	Iteration 6F: 3 clusters Score -1.000419e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -10007550.000000 Penalty: 5626.476074
	Iteration 7F: 3 clusters Score -1.000755e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -10011992.000000 Penalty: 5626.476074
	Iteration 8F: 3 clusters Score -1.001199e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -10016551.000000 Penalty: 5626.476074
	Iteration 9F: 3 clusters Score -1.001655e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -10019425.000000 Penalty: 5626.476074
	Iteration 10F: 3 clusters Score -1.001942e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -10020648.000000 Penalty: 5626.476074
	Iteration 11Q: 3 clusters Score -1.002065e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -10021175.000000 Penalty: 5626.476074
	Iteration 12Q: 3 clusters Score -1.002118e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -10021562.000000 Penalty: 5626.476074
	Iteration 13Q: 3 clusters Score -1.002156e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -10021889.000000 Penalty: 5626.476074
	Iteration 14Q: 3 clusters Score -1.002189e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -10022229.000000 Penalty: 5626.476074
	Iteration 15Q: 3 clusters Score -1.002223e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -10022476.000000 Penalty: 5626.476074
	Iteration 16Q: 3 clusters Score -1.002248e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -10022694.000000 Penalty: 5626.476074
	Iteration 17Q: 3 clusters Score -1.002269e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -10022941.000000 Penalty: 5626.476074
	Iteration 18Q: 3 clusters Score -1.002294e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -10023183.000000 Penalty: 5626.476074
	Iteration 19Q: 3 clusters Score -1.002318e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -10023400.000000 Penalty: 5626.476074
	Iteration 20F: 3 clusters Score -1.00234e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -10023552.000000 Penalty: 5626.476074
	Iteration 21Q: 3 clusters Score -1.002355e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -10023749.000000 Penalty: 5626.476074
	Iteration 22Q: 3 clusters Score -1.002375e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -10023937.000000 Penalty: 5626.476074
	Iteration 23Q: 3 clusters Score -1.002394e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -10024127.000000 Penalty: 5626.476074
	Iteration 24Q: 3 clusters Score -1.002413e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -10024318.000000 Penalty: 5626.476074
	Iteration 25Q: 3 clusters Score -1.002432e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -10024535.000000 Penalty: 5626.476074
	Iteration 26Q: 3 clusters Score -1.002454e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -10024710.000000 Penalty: 5626.476074
	Iteration 27Q: 3 clusters Score -1.002471e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -10024904.000000 Penalty: 5626.476074
	Iteration 28Q: 3 clusters Score -1.00249e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -10025106.000000 Penalty: 5626.476074
	Iteration 29Q: 3 clusters Score -1.002511e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -10025294.000000 Penalty: 5626.476074
	Iteration 30Q: 3 clusters Score -1.002529e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -10025517.000000 Penalty: 5626.476074
	Iteration 31Q: 3 clusters Score -1.002552e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -10025703.000000 Penalty: 5626.476074
	Iteration 32Q: 3 clusters Score -1.00257e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -10025859.000000 Penalty: 5626.476074
	Iteration 33Q: 3 clusters Score -1.002586e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -10026020.000000 Penalty: 5626.476074
	Iteration 34Q: 3 clusters Score -1.002602e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -10026189.000000 Penalty: 5626.476074
	Iteration 35Q: 3 clusters Score -1.002619e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -10026361.000000 Penalty: 5626.476074
	Iteration 36Q: 3 clusters Score -1.002636e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -10026530.000000 Penalty: 5626.476074
	Iteration 37Q: 3 clusters Score -1.002653e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -10026725.000000 Penalty: 5626.476074
	Iteration 38Q: 3 clusters Score -1.002672e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -10026926.000000 Penalty: 5626.476074
	Iteration 39Q: 3 clusters Score -1.002693e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -10027093.000000 Penalty: 5626.476074
	Iteration 40F: 3 clusters Score -1.002709e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -10027285.000000 Penalty: 5626.476074
	Iteration 41Q: 3 clusters Score -1.002728e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -10027445.000000 Penalty: 5626.476074
	Iteration 42Q: 3 clusters Score -1.002744e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -10027548.000000 Penalty: 5626.476074
	Iteration 43Q: 3 clusters Score -1.002755e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -10027687.000000 Penalty: 5626.476074
	Iteration 44Q: 3 clusters Score -1.002769e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -10027794.000000 Penalty: 5626.476074
	Iteration 45Q: 3 clusters Score -1.002779e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -10027910.000000 Penalty: 5626.476074
	Iteration 46Q: 3 clusters Score -1.002791e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -10028044.000000 Penalty: 5626.476074
	Iteration 47Q: 3 clusters Score -1.002804e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -10028182.000000 Penalty: 5626.476074
	Iteration 48Q: 3 clusters Score -1.002818e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -10028275.000000 Penalty: 5626.476074
	Iteration 49Q: 3 clusters Score -1.002828e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -10028345.000000 Penalty: 5626.476074
	Iteration 50Q: 3 clusters Score -1.002834e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -10028432.000000 Penalty: 5626.476074
	Iteration 51Q: 3 clusters Score -1.002843e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -10028461.000000 Penalty: 5626.476074
	Iteration 52Q: 3 clusters Score -1.002846e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -10028513.000000 Penalty: 5626.476074
	Iteration 53Q: 3 clusters Score -1.002851e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10028564.000000 Penalty: 5626.476074
	Iteration 54Q: 3 clusters Score -1.002856e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -10028613.000000 Penalty: 5626.476074
	Iteration 55Q: 3 clusters Score -1.002861e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -10028661.000000 Penalty: 5626.476074
	Iteration 56Q: 3 clusters Score -1.002866e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -10028722.000000 Penalty: 5626.476074
	Iteration 57Q: 3 clusters Score -1.002872e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -10028756.000000 Penalty: 5626.476074
	Iteration 58Q: 3 clusters Score -1.002876e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10028772.000000 Penalty: 5626.476074
	Iteration 59Q: 3 clusters Score -1.002877e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -10028811.000000 Penalty: 5626.476074
	Iteration 60F: 3 clusters Score -1.002881e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -10028818.000000 Penalty: 5626.476074
	Iteration 61Q: 3 clusters Score -1.002882e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -10028851.000000 Penalty: 5626.476074
	Iteration 62Q: 3 clusters Score -1.002885e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10028876.000000 Penalty: 5626.476074
	Iteration 63Q: 3 clusters Score -1.002888e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10028900.000000 Penalty: 5626.476074
	Iteration 64Q: 3 clusters Score -1.00289e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -10028913.000000 Penalty: 5626.476074
	Iteration 65Q: 3 clusters Score -1.002891e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -10028939.000000 Penalty: 5626.476074
	Iteration 66Q: 3 clusters Score -1.002894e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10028942.000000 Penalty: 5626.476074
	Iteration 67Q: 3 clusters Score -1.002894e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -10028963.000000 Penalty: 5626.476074
	Iteration 68Q: 3 clusters Score -1.002896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10028997.000000 Penalty: 5626.476074
	Iteration 69Q: 3 clusters Score -1.0029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10028991.000000 Penalty: 5626.476074
	Iteration 70Q: 3 clusters Score -1.002899e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -10029014.000000 Penalty: 5626.476074
	Iteration 71Q: 3 clusters Score -1.002901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10029023.000000 Penalty: 5626.476074
	Iteration 72Q: 3 clusters Score -1.002902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10029009.000000 Penalty: 5626.476074
	Iteration 73Q: 3 clusters Score -1.002901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10029021.000000 Penalty: 5626.476074
	Iteration 74Q: 3 clusters Score -1.002902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -10029015.000000 Penalty: 5626.476074
	Iteration 75Q: 3 clusters Score -1.002902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10029030.000000 Penalty: 5626.476074
	Iteration 76Q: 3 clusters Score -1.002903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10029028.000000 Penalty: 5626.476074
	Iteration 77Q: 3 clusters Score -1.002903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10029024.000000 Penalty: 5626.476074
	Iteration 78Q: 3 clusters Score -1.002902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10029025.000000 Penalty: 5626.476074
	Iteration 79Q: 3 clusters Score -1.002902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10029036.000000 Penalty: 5626.476074
	Iteration 80F: 3 clusters Score -1.002904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10029037.000000 Penalty: 5626.476074
	Iteration 81Q: 3 clusters Score -1.002904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10029028.000000 Penalty: 5626.476074
	Iteration 82Q: 3 clusters Score -1.002903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10029038.000000 Penalty: 5626.476074
	Iteration 83Q: 3 clusters Score -1.002904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10029045.000000 Penalty: 5626.476074
	Iteration 84Q: 3 clusters Score -1.002904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -10029040.000000 Penalty: 5626.476074
	Iteration 85Q: 3 clusters Score -1.002904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10029037.000000 Penalty: 5626.476074
	Iteration 86Q: 3 clusters Score -1.002904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10029039.000000 Penalty: 5626.476074
	Iteration 87Q: 3 clusters Score -1.002904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10029039.000000 Penalty: 5626.476074
	Iteration 88Q: 3 clusters Score -1.002904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10029031.000000 Penalty: 5626.476074
	Iteration 89Q: 3 clusters Score -1.002903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10029029.000000 Penalty: 5626.476074
	Iteration 90Q: 3 clusters Score -1.002903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10029029.000000 Penalty: 5626.476074
	Iteration 91F: 3 clusters Score -1.002903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (72768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Entering Unmasked Estep 
Score: -8652333.000000 Penalty: 2776.367676
	Iteration 0F: 2 clusters Score -8652333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -8603806.000000 Penalty: 5552.735352
	Iteration 0F: 3 clusters Score -8603806 nChanged 33885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -8622867.000000 Penalty: 5552.735352
	Iteration 1F: 3 clusters Score -8622867 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -8623464.000000 Penalty: 5552.735352
	Iteration 2Q: 3 clusters Score -8623464 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8624227.000000 Penalty: 5552.735352
	Iteration 3Q: 3 clusters Score -8624227 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -8625304.000000 Penalty: 5552.735352
	Iteration 4Q: 3 clusters Score -8625304 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -8627262.000000 Penalty: 5552.735352
	Iteration 5F: 3 clusters Score -8627262 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -8630541.000000 Penalty: 5552.735352
	Iteration 6F: 3 clusters Score -8630541 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -8635917.000000 Penalty: 5552.735352
	Iteration 7F: 3 clusters Score -8635917 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -8642305.000000 Penalty: 5552.735352
	Iteration 8F: 3 clusters Score -8642305 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8646977.000000 Penalty: 5552.735352
	Iteration 9F: 3 clusters Score -8646977 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8649010.000000 Penalty: 5552.735352
	Iteration 10Q: 3 clusters Score -8649010 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8649676.000000 Penalty: 5552.735352
	Iteration 11Q: 3 clusters Score -8649676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8649965.000000 Penalty: 5552.735352
	Iteration 12Q: 3 clusters Score -8649965 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8650170.000000 Penalty: 5552.735352
	Iteration 13Q: 3 clusters Score -8650170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8650253.000000 Penalty: 5552.735352
	Iteration 14Q: 3 clusters Score -8650253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8650328.000000 Penalty: 5552.735352
	Iteration 15Q: 3 clusters Score -8650328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8650368.000000 Penalty: 5552.735352
	Iteration 16Q: 3 clusters Score -8650368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8650389.000000 Penalty: 5552.735352
	Iteration 17Q: 3 clusters Score -8650389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8650399.000000 Penalty: 5552.735352
	Iteration 18Q: 3 clusters Score -8650399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8650403.000000 Penalty: 5552.735352
	Iteration 19Q: 3 clusters Score -8650403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8650412.000000 Penalty: 5552.735352
	Iteration 20F: 3 clusters Score -8650412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8650407.000000 Penalty: 5552.735352
	Iteration 21Q: 3 clusters Score -8650407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8650413.000000 Penalty: 5552.735352
	Iteration 22Q: 3 clusters Score -8650413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8650414.000000 Penalty: 5552.735352
	Iteration 23Q: 3 clusters Score -8650414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8650423.000000 Penalty: 5552.735352
	Iteration 24Q: 3 clusters Score -8650423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8650425.000000 Penalty: 5552.735352
	Iteration 25Q: 3 clusters Score -8650425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8650431.000000 Penalty: 5552.735352
	Iteration 26Q: 3 clusters Score -8650431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8650428.000000 Penalty: 5552.735352
	Iteration 27Q: 3 clusters Score -8650428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8650435.000000 Penalty: 5552.735352
	Iteration 28Q: 3 clusters Score -8650435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8650446.000000 Penalty: 5552.735352
	Iteration 29Q: 3 clusters Score -8650446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8650446.000000 Penalty: 5552.735352
	Iteration 30Q: 3 clusters Score -8650446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8650455.000000 Penalty: 5552.735352
	Iteration 31Q: 3 clusters Score -8650455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8650459.000000 Penalty: 5552.735352
	Iteration 32Q: 3 clusters Score -8650459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8650465.000000 Penalty: 5552.735352
	Iteration 33Q: 3 clusters Score -8650465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8650465.000000 Penalty: 5552.735352
	Iteration 34Q: 3 clusters Score -8650465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8650472.000000 Penalty: 5552.735352
	Iteration 35Q: 3 clusters Score -8650472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8650464.000000 Penalty: 5552.735352
	Iteration 36Q: 3 clusters Score -8650464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8650469.000000 Penalty: 5552.735352
	Iteration 37Q: 3 clusters Score -8650469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8650469.000000 Penalty: 5552.735352
	Iteration 38F: 3 clusters Score -8650469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36417 members 
Mstep: Class 5 contains 120569 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 185136 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174712 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 64480 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 178087 members 
Mstep: Class 16 contains 56097 members 
Mstep: Class 17 contains 84432 members 
Mstep: Class 19 contains 72768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057856.000000 Penalty: 61757.199219
Iteration 279Q: 19 clusters Score -1.180579e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36456 members 
Mstep: Class 5 contains 120999 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 185092 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174631 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 64423 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177936 members 
Mstep: Class 16 contains 56105 members 
Mstep: Class 17 contains 84362 members 
Mstep: Class 19 contains 72709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057736.000000 Penalty: 61757.199219
Iteration 280F: 19 clusters Score -1.180577e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36499 members 
Mstep: Class 5 contains 121427 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 185052 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174526 members 
Mstep: Class 12 contains 6553 members 
Mstep: Class 13 contains 64369 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177800 members 
Mstep: Class 16 contains 56111 members 
Mstep: Class 17 contains 84282 members 
Mstep: Class 19 contains 72658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057680.000000 Penalty: 61757.199219
Iteration 281Q: 19 clusters Score -1.180577e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36553 members 
Mstep: Class 5 contains 121807 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 185028 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174435 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 64327 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177670 members 
Mstep: Class 16 contains 56124 members 
Mstep: Class 17 contains 84186 members 
Mstep: Class 19 contains 72608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057728.000000 Penalty: 61757.199219
Iteration 282Q: 19 clusters Score -1.180577e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36615 members 
Mstep: Class 5 contains 122216 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184982 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174346 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 64300 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177496 members 
Mstep: Class 16 contains 56135 members 
Mstep: Class 17 contains 84107 members 
Mstep: Class 19 contains 72553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057728.000000 Penalty: 61757.199219
Iteration 283Q: 19 clusters Score -1.180577e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36673 members 
Mstep: Class 5 contains 122633 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184922 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174252 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 64252 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177323 members 
Mstep: Class 16 contains 56146 members 
Mstep: Class 17 contains 84033 members 
Mstep: Class 19 contains 72517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058032.000000 Penalty: 61757.199219
Iteration 284Q: 19 clusters Score -1.18058e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36750 members 
Mstep: Class 5 contains 123014 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184882 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174165 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 64207 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 177137 members 
Mstep: Class 16 contains 56160 members 
Mstep: Class 17 contains 83966 members 
Mstep: Class 19 contains 72474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058192.000000 Penalty: 61757.199219
Iteration 285Q: 19 clusters Score -1.180582e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36823 members 
Mstep: Class 5 contains 123384 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184830 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174099 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 64164 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 176966 members 
Mstep: Class 16 contains 56178 members 
Mstep: Class 17 contains 83904 members 
Mstep: Class 19 contains 72414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058264.000000 Penalty: 61757.199219
Iteration 286Q: 19 clusters Score -1.180583e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 36899 members 
Mstep: Class 5 contains 123786 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184802 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 174024 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 64120 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 176769 members 
Mstep: Class 16 contains 56194 members 
Mstep: Class 17 contains 83821 members 
Mstep: Class 19 contains 72358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058304.000000 Penalty: 61757.199219
Iteration 287Q: 19 clusters Score -1.180583e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 36978 members 
Mstep: Class 5 contains 124199 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184771 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173944 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 64073 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 176581 members 
Mstep: Class 16 contains 56205 members 
Mstep: Class 17 contains 83717 members 
Mstep: Class 19 contains 72313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058376.000000 Penalty: 61757.199219
Iteration 288Q: 19 clusters Score -1.180584e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8428 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37045 members 
Mstep: Class 5 contains 124583 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 184726 members 
Mstep: Class 9 contains 2867 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173887 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 64027 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 176438 members 
Mstep: Class 16 contains 56211 members 
Mstep: Class 17 contains 83617 members 
Mstep: Class 19 contains 72266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058424.000000 Penalty: 61757.199219
Iteration 289Q: 19 clusters Score -1.180584e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37111 members 
Mstep: Class 5 contains 124984 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 184681 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173828 members 
Mstep: Class 12 contains 6538 members 
Mstep: Class 13 contains 63973 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 176297 members 
Mstep: Class 16 contains 56222 members 
Mstep: Class 17 contains 83508 members 
Mstep: Class 19 contains 72207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058488.000000 Penalty: 61757.199219
Iteration 290Q: 19 clusters Score -1.180585e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 125419 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 184638 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173733 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 63916 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 176146 members 
Mstep: Class 16 contains 56226 members 
Mstep: Class 17 contains 83416 members 
Mstep: Class 19 contains 72147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058640.000000 Penalty: 61757.199219
Iteration 291Q: 19 clusters Score -1.180586e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 125909 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 184585 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173649 members 
Mstep: Class 12 contains 6534 members 
Mstep: Class 13 contains 63850 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 175976 members 
Mstep: Class 16 contains 56230 members 
Mstep: Class 17 contains 83327 members 
Mstep: Class 19 contains 72070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058800.000000 Penalty: 61757.199219
Iteration 292Q: 19 clusters Score -1.180588e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37315 members 
Mstep: Class 5 contains 126398 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 184536 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173564 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 63791 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 175810 members 
Mstep: Class 16 contains 56228 members 
Mstep: Class 17 contains 83233 members 
Mstep: Class 19 contains 71996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058816.000000 Penalty: 61757.199219
Iteration 293Q: 19 clusters Score -1.180588e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 37368 members 
Mstep: Class 5 contains 126890 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 184478 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173481 members 
Mstep: Class 12 contains 6535 members 
Mstep: Class 13 contains 63744 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 175658 members 
Mstep: Class 16 contains 56229 members 
Mstep: Class 17 contains 83128 members 
Mstep: Class 19 contains 71905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058960.000000 Penalty: 61757.199219
Iteration 294Q: 19 clusters Score -1.18059e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 37421 members 
Mstep: Class 5 contains 127386 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 184425 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173411 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 175488 members 
Mstep: Class 16 contains 56233 members 
Mstep: Class 17 contains 83047 members 
Mstep: Class 19 contains 71815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058904.000000 Penalty: 61757.199219
Iteration 295Q: 19 clusters Score -1.180589e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8434 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37474 members 
Mstep: Class 5 contains 127909 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 184345 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173335 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 63597 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 175327 members 
Mstep: Class 16 contains 56240 members 
Mstep: Class 17 contains 82970 members 
Mstep: Class 19 contains 71717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058776.000000 Penalty: 61757.199219
Iteration 296Q: 19 clusters Score -1.180588e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 128384 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 184275 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173253 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 13 contains 63540 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 175142 members 
Mstep: Class 16 contains 56244 members 
Mstep: Class 17 contains 82892 members 
Mstep: Class 19 contains 71661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058704.000000 Penalty: 61757.199219
Iteration 297Q: 19 clusters Score -1.180587e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37602 members 
Mstep: Class 5 contains 128883 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 184217 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173168 members 
Mstep: Class 12 contains 6519 members 
Mstep: Class 13 contains 63483 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 174947 members 
Mstep: Class 16 contains 56248 members 
Mstep: Class 17 contains 82812 members 
Mstep: Class 19 contains 71585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058848.000000 Penalty: 61757.199219
Iteration 298Q: 19 clusters Score -1.180588e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37668 members 
Mstep: Class 5 contains 129390 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 184150 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 173077 members 
Mstep: Class 12 contains 6517 members 
Mstep: Class 13 contains 63433 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 174741 members 
Mstep: Class 16 contains 56256 members 
Mstep: Class 17 contains 82739 members 
Mstep: Class 19 contains 71505 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 19 clusters Score -1.180589e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8442 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 37737 members 
Mstep: Class 5 contains 129932 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 184087 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172989 members 
Mstep: Class 12 contains 6516 members 
Mstep: Class 13 contains 63372 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 174519 members 
Mstep: Class 16 contains 56254 members 
Mstep: Class 17 contains 82664 members 
Mstep: Class 19 contains 71422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058960.000000 Penalty: 61757.199219
Iteration 300F: 19 clusters Score -1.18059e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 37812 members 
Mstep: Class 5 contains 130498 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 184037 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172881 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 63296 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 174315 members 
Mstep: Class 16 contains 56255 members 
Mstep: Class 17 contains 82564 members 
Mstep: Class 19 contains 71335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059008.000000 Penalty: 61757.199219
Iteration 301Q: 19 clusters Score -1.18059e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 37883 members 
Mstep: Class 5 contains 131019 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 183981 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172794 members 
Mstep: Class 12 contains 6509 members 
Mstep: Class 13 contains 63245 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 174087 members 
Mstep: Class 16 contains 56258 members 
Mstep: Class 17 contains 82465 members 
Mstep: Class 19 contains 71269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058856.000000 Penalty: 61757.199219
Iteration 302Q: 19 clusters Score -1.180589e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8444 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 37959 members 
Mstep: Class 5 contains 131522 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 183930 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172705 members 
Mstep: Class 12 contains 6504 members 
Mstep: Class 13 contains 63185 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 173874 members 
Mstep: Class 16 contains 56264 members 
Mstep: Class 17 contains 82370 members 
Mstep: Class 19 contains 71203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058832.000000 Penalty: 61757.199219
Iteration 303Q: 19 clusters Score -1.180588e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8446 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 38025 members 
Mstep: Class 5 contains 132044 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 183891 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172608 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 13 contains 63110 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 173666 members 
Mstep: Class 16 contains 56273 members 
Mstep: Class 17 contains 82282 members 
Mstep: Class 19 contains 71121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058880.000000 Penalty: 61757.199219
Iteration 304Q: 19 clusters Score -1.180589e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8450 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 38091 members 
Mstep: Class 5 contains 132569 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 183873 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172510 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 63031 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 173474 members 
Mstep: Class 16 contains 56275 members 
Mstep: Class 17 contains 82181 members 
Mstep: Class 19 contains 71021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059008.000000 Penalty: 61757.199219
Iteration 305Q: 19 clusters Score -1.18059e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 38146 members 
Mstep: Class 5 contains 133111 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 183830 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172434 members 
Mstep: Class 12 contains 6496 members 
Mstep: Class 13 contains 62947 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 173287 members 
Mstep: Class 16 contains 56275 members 
Mstep: Class 17 contains 82078 members 
Mstep: Class 19 contains 70921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058976.000000 Penalty: 61757.199219
Iteration 306Q: 19 clusters Score -1.18059e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 38201 members 
Mstep: Class 5 contains 133669 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 183806 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172345 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 62857 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 173091 members 
Mstep: Class 16 contains 56274 members 
Mstep: Class 17 contains 81972 members 
Mstep: Class 19 contains 70821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059208.000000 Penalty: 61757.199219
Iteration 307Q: 19 clusters Score -1.180592e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8455 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 38252 members 
Mstep: Class 5 contains 134224 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 183774 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172279 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 172864 members 
Mstep: Class 16 contains 56282 members 
Mstep: Class 17 contains 81856 members 
Mstep: Class 19 contains 70739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059056.000000 Penalty: 61757.199219
Iteration 308Q: 19 clusters Score -1.180591e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 38299 members 
Mstep: Class 5 contains 134812 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 183742 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172198 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 62695 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 172603 members 
Mstep: Class 16 contains 56293 members 
Mstep: Class 17 contains 81741 members 
Mstep: Class 19 contains 70665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059256.000000 Penalty: 61757.199219
Iteration 309Q: 19 clusters Score -1.180593e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8458 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 38354 members 
Mstep: Class 5 contains 135373 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 183732 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 172105 members 
Mstep: Class 12 contains 6493 members 
Mstep: Class 13 contains 62608 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 172351 members 
Mstep: Class 16 contains 56296 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 19 contains 70612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059152.000000 Penalty: 61757.199219
Iteration 310Q: 19 clusters Score -1.180592e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8460 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 38408 members 
Mstep: Class 5 contains 135959 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 183709 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171996 members 
Mstep: Class 12 contains 6492 members 
Mstep: Class 13 contains 62523 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 172092 members 
Mstep: Class 16 contains 56304 members 
Mstep: Class 17 contains 81512 members 
Mstep: Class 19 contains 70561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059224.000000 Penalty: 61757.199219
Iteration 311Q: 19 clusters Score -1.180592e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8462 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 38454 members 
Mstep: Class 5 contains 136532 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 183672 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171915 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 62448 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 171847 members 
Mstep: Class 16 contains 56312 members 
Mstep: Class 17 contains 81405 members 
Mstep: Class 19 contains 70497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059464.000000 Penalty: 61757.199219
Iteration 312Q: 19 clusters Score -1.180595e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8467 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 38508 members 
Mstep: Class 5 contains 137062 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 183630 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171831 members 
Mstep: Class 12 contains 6487 members 
Mstep: Class 13 contains 62384 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 171618 members 
Mstep: Class 16 contains 56329 members 
Mstep: Class 17 contains 81302 members 
Mstep: Class 19 contains 70428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059408.000000 Penalty: 61757.199219
Iteration 313Q: 19 clusters Score -1.180594e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8466 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 38576 members 
Mstep: Class 5 contains 137647 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 183590 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171734 members 
Mstep: Class 12 contains 6483 members 
Mstep: Class 13 contains 62318 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 171356 members 
Mstep: Class 16 contains 56336 members 
Mstep: Class 17 contains 81211 members 
Mstep: Class 19 contains 70344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059416.000000 Penalty: 61757.199219
Iteration 314Q: 19 clusters Score -1.180594e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8463 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38631 members 
Mstep: Class 5 contains 138279 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 183562 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171633 members 
Mstep: Class 12 contains 6477 members 
Mstep: Class 13 contains 62238 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 171052 members 
Mstep: Class 16 contains 56348 members 
Mstep: Class 17 contains 81133 members 
Mstep: Class 19 contains 70251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059392.000000 Penalty: 61757.199219
Iteration 315Q: 19 clusters Score -1.180594e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8465 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38688 members 
Mstep: Class 5 contains 138902 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 183524 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171525 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 13 contains 62171 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 170755 members 
Mstep: Class 16 contains 56357 members 
Mstep: Class 17 contains 81057 members 
Mstep: Class 19 contains 70166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059216.000000 Penalty: 61757.199219
Iteration 316Q: 19 clusters Score -1.180592e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8467 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38737 members 
Mstep: Class 5 contains 139520 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 183493 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171402 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 62093 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 170515 members 
Mstep: Class 16 contains 56368 members 
Mstep: Class 17 contains 80957 members 
Mstep: Class 19 contains 70074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059192.000000 Penalty: 61757.199219
Iteration 317Q: 19 clusters Score -1.180592e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38795 members 
Mstep: Class 5 contains 140195 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 183435 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171276 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 62028 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 170220 members 
Mstep: Class 16 contains 56373 members 
Mstep: Class 17 contains 80862 members 
Mstep: Class 19 contains 69993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059192.000000 Penalty: 61757.199219
Iteration 318Q: 19 clusters Score -1.180592e+08 nChanged 1192
Entering ConstructFrom: 
Score: -118059192.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Entering Unmasked Estep 
Score: -2260374.750000 Penalty: 2448.472656
	Iteration 0F: 2 clusters Score -2260375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2246703.250000 Penalty: 4896.945312
	Iteration 0F: 3 clusters Score -2246703 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2251136.000000 Penalty: 4896.945312
	Iteration 1F: 3 clusters Score -2251136 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2251440.250000 Penalty: 4896.945312
	Iteration 2Q: 3 clusters Score -2251440 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2251674.750000 Penalty: 4896.945312
	Iteration 3Q: 3 clusters Score -2251675 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2251836.250000 Penalty: 4896.945312
	Iteration 4Q: 3 clusters Score -2251836 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2251996.750000 Penalty: 4896.945312
	Iteration 5Q: 3 clusters Score -2251997 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2252130.500000 Penalty: 4896.945312
	Iteration 6Q: 3 clusters Score -2252130 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2252266.500000 Penalty: 4896.945312
	Iteration 7Q: 3 clusters Score -2252266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2252400.500000 Penalty: 4896.945312
	Iteration 8Q: 3 clusters Score -2252400 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2252525.500000 Penalty: 4896.945312
	Iteration 9Q: 3 clusters Score -2252526 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2252669.000000 Penalty: 4896.945312
	Iteration 10Q: 3 clusters Score -2252669 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2252825.000000 Penalty: 4896.945312
	Iteration 11Q: 3 clusters Score -2252825 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2253056.500000 Penalty: 4896.945312
	Iteration 12Q: 3 clusters Score -2253056 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2253316.000000 Penalty: 4896.945312
	Iteration 13Q: 3 clusters Score -2253316 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2253691.750000 Penalty: 4896.945312
	Iteration 14Q: 3 clusters Score -2253692 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2254127.500000 Penalty: 4896.945312
	Iteration 15Q: 3 clusters Score -2254128 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2254619.750000 Penalty: 4896.945312
	Iteration 16Q: 3 clusters Score -2254620 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2255090.500000 Penalty: 4896.945312
	Iteration 17Q: 3 clusters Score -2255090 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2255463.500000 Penalty: 4896.945312
	Iteration 18Q: 3 clusters Score -2255464 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2255737.500000 Penalty: 4896.945312
	Iteration 19Q: 3 clusters Score -2255738 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2255926.250000 Penalty: 4896.945312
	Iteration 20F: 3 clusters Score -2255926 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2256078.250000 Penalty: 4896.945312
	Iteration 21Q: 3 clusters Score -2256078 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2256237.750000 Penalty: 4896.945312
	Iteration 22Q: 3 clusters Score -2256238 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2256369.500000 Penalty: 4896.945312
	Iteration 23Q: 3 clusters Score -2256370 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2256531.250000 Penalty: 4896.945312
	Iteration 24Q: 3 clusters Score -2256531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2256672.250000 Penalty: 4896.945312
	Iteration 25Q: 3 clusters Score -2256672 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2256836.250000 Penalty: 4896.945312
	Iteration 26Q: 3 clusters Score -2256836 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2257022.000000 Penalty: 4896.945312
	Iteration 27Q: 3 clusters Score -2257022 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2257220.250000 Penalty: 4896.945312
	Iteration 28Q: 3 clusters Score -2257220 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2257415.250000 Penalty: 4896.945312
	Iteration 29Q: 3 clusters Score -2257415 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2257601.000000 Penalty: 4896.945312
	Iteration 30Q: 3 clusters Score -2257601 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2257777.500000 Penalty: 4896.945312
	Iteration 31Q: 3 clusters Score -2257778 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2257949.000000 Penalty: 4896.945312
	Iteration 32Q: 3 clusters Score -2257949 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2258121.750000 Penalty: 4896.945312
	Iteration 33Q: 3 clusters Score -2258122 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2258283.750000 Penalty: 4896.945312
	Iteration 34Q: 3 clusters Score -2258284 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2258418.250000 Penalty: 4896.945312
	Iteration 35Q: 3 clusters Score -2258418 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2258538.000000 Penalty: 4896.945312
	Iteration 36Q: 3 clusters Score -2258538 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2258663.000000 Penalty: 4896.945312
	Iteration 37Q: 3 clusters Score -2258663 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2258748.000000 Penalty: 4896.945312
	Iteration 38Q: 3 clusters Score -2258748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2258828.750000 Penalty: 4896.945312
	Iteration 39Q: 3 clusters Score -2258829 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2258895.750000 Penalty: 4896.945312
	Iteration 40F: 3 clusters Score -2258896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2258943.000000 Penalty: 4896.945312
	Iteration 41Q: 3 clusters Score -2258943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2258971.250000 Penalty: 4896.945312
	Iteration 42Q: 3 clusters Score -2258971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2258984.750000 Penalty: 4896.945312
	Iteration 43Q: 3 clusters Score -2258985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2258991.000000 Penalty: 4896.945312
	Iteration 44Q: 3 clusters Score -2258991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2259002.500000 Penalty: 4896.945312
	Iteration 45Q: 3 clusters Score -2259002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2259009.250000 Penalty: 4896.945312
	Iteration 46Q: 3 clusters Score -2259009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2259016.000000 Penalty: 4896.945312
	Iteration 47Q: 3 clusters Score -2259016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2259019.250000 Penalty: 4896.945312
	Iteration 48Q: 3 clusters Score -2259019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2259019.500000 Penalty: 4896.945312
	Iteration 49Q: 3 clusters Score -2259020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2259023.500000 Penalty: 4896.945312
	Iteration 50Q: 3 clusters Score -2259024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2259028.500000 Penalty: 4896.945312
	Iteration 51Q: 3 clusters Score -2259028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2259025.750000 Penalty: 4896.945312
	Iteration 52Q: 3 clusters Score -2259026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2259028.250000 Penalty: 4896.945312
	Iteration 53Q: 3 clusters Score -2259028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2259033.250000 Penalty: 4896.945312
	Iteration 54Q: 3 clusters Score -2259033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2259032.500000 Penalty: 4896.945312
	Iteration 55Q: 3 clusters Score -2259032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2259033.750000 Penalty: 4896.945312
	Iteration 56Q: 3 clusters Score -2259034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2259033.750000 Penalty: 4896.945312
	Iteration 57Q: 3 clusters Score -2259034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2259037.000000 Penalty: 4896.945312
	Iteration 58Q: 3 clusters Score -2259037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2259037.750000 Penalty: 4896.945312
	Iteration 59Q: 3 clusters Score -2259038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2259035.750000 Penalty: 4896.945312
	Iteration 60F: 3 clusters Score -2259036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2259036.000000 Penalty: 4896.945312
	Iteration 61Q: 3 clusters Score -2259036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2259037.000000 Penalty: 4896.945312
	Iteration 62Q: 3 clusters Score -2259037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2259038.250000 Penalty: 4896.945312
	Iteration 63Q: 3 clusters Score -2259038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2259039.500000 Penalty: 4896.945312
	Iteration 64Q: 3 clusters Score -2259040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2259038.750000 Penalty: 4896.945312
	Iteration 65Q: 3 clusters Score -2259039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2259041.000000 Penalty: 4896.945312
	Iteration 66Q: 3 clusters Score -2259041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2259040.500000 Penalty: 4896.945312
	Iteration 67Q: 3 clusters Score -2259040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2259040.500000 Penalty: 4896.945312
	Iteration 68Q: 3 clusters Score -2259040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2259040.500000 Penalty: 4896.945312
	Iteration 69F: 3 clusters Score -2259040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Entering Unmasked Estep 
Score: -987008.062500 Penalty: 2243.070557
	Iteration 0F: 2 clusters Score -987008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -980238.250000 Penalty: 4486.141113
	Iteration 0F: 3 clusters Score -980238.2 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -982123.125000 Penalty: 4486.141113
	Iteration 1F: 3 clusters Score -982123.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -982392.062500 Penalty: 4486.141113
	Iteration 2F: 3 clusters Score -982392.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -982593.687500 Penalty: 4486.141113
	Iteration 3F: 3 clusters Score -982593.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -982761.562500 Penalty: 4486.141113
	Iteration 4Q: 3 clusters Score -982761.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -982925.312500 Penalty: 4486.141113
	Iteration 5Q: 3 clusters Score -982925.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -983079.375000 Penalty: 4486.141113
	Iteration 6Q: 3 clusters Score -983079.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -983238.000000 Penalty: 4486.141113
	Iteration 7Q: 3 clusters Score -983238 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -983421.750000 Penalty: 4486.141113
	Iteration 8Q: 3 clusters Score -983421.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -983620.500000 Penalty: 4486.141113
	Iteration 9Q: 3 clusters Score -983620.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -983813.625000 Penalty: 4486.141113
	Iteration 10Q: 3 clusters Score -983813.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -983979.500000 Penalty: 4486.141113
	Iteration 11Q: 3 clusters Score -983979.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -984146.750000 Penalty: 4486.141113
	Iteration 12Q: 3 clusters Score -984146.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -984312.937500 Penalty: 4486.141113
	Iteration 13Q: 3 clusters Score -984312.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -984461.812500 Penalty: 4486.141113
	Iteration 14Q: 3 clusters Score -984461.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -984586.125000 Penalty: 4486.141113
	Iteration 15Q: 3 clusters Score -984586.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -984699.375000 Penalty: 4486.141113
	Iteration 16Q: 3 clusters Score -984699.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -984787.250000 Penalty: 4486.141113
	Iteration 17Q: 3 clusters Score -984787.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -984854.000000 Penalty: 4486.141113
	Iteration 18Q: 3 clusters Score -984854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -984909.312500 Penalty: 4486.141113
	Iteration 19Q: 3 clusters Score -984909.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -984952.625000 Penalty: 4486.141113
	Iteration 20F: 3 clusters Score -984952.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -984988.375000 Penalty: 4486.141113
	Iteration 21Q: 3 clusters Score -984988.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -985033.500000 Penalty: 4486.141113
	Iteration 22Q: 3 clusters Score -985033.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -985067.562500 Penalty: 4486.141113
	Iteration 23Q: 3 clusters Score -985067.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -985091.812500 Penalty: 4486.141113
	Iteration 24Q: 3 clusters Score -985091.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -985119.812500 Penalty: 4486.141113
	Iteration 25Q: 3 clusters Score -985119.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -985143.500000 Penalty: 4486.141113
	Iteration 26Q: 3 clusters Score -985143.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -985160.312500 Penalty: 4486.141113
	Iteration 27Q: 3 clusters Score -985160.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -985174.187500 Penalty: 4486.141113
	Iteration 28Q: 3 clusters Score -985174.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -985189.250000 Penalty: 4486.141113
	Iteration 29Q: 3 clusters Score -985189.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -985203.562500 Penalty: 4486.141113
	Iteration 30Q: 3 clusters Score -985203.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -985221.437500 Penalty: 4486.141113
	Iteration 31Q: 3 clusters Score -985221.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -985226.562500 Penalty: 4486.141113
	Iteration 32Q: 3 clusters Score -985226.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -985232.187500 Penalty: 4486.141113
	Iteration 33Q: 3 clusters Score -985232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -985235.500000 Penalty: 4486.141113
	Iteration 34Q: 3 clusters Score -985235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -985237.500000 Penalty: 4486.141113
	Iteration 35Q: 3 clusters Score -985237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -985238.875000 Penalty: 4486.141113
	Iteration 36Q: 3 clusters Score -985238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -985240.812500 Penalty: 4486.141113
	Iteration 37Q: 3 clusters Score -985240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -985241.375000 Penalty: 4486.141113
	Iteration 38Q: 3 clusters Score -985241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -985240.062500 Penalty: 4486.141113
	Iteration 39Q: 3 clusters Score -985240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -985239.375000 Penalty: 4486.141113
	Iteration 40F: 3 clusters Score -985239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -985238.937500 Penalty: 4486.141113
	Iteration 41Q: 3 clusters Score -985238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -985238.250000 Penalty: 4486.141113
	Iteration 42Q: 3 clusters Score -985238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -985238.250000 Penalty: 4486.141113
	Iteration 43F: 3 clusters Score -985238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -143493.390625 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -143493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141365.828125 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -141365.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141764.468750 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -141764.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -141890.968750 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -141891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141955.921875 Penalty: 3575.465820
	Iteration 3Q: 3 clusters Score -141955.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142031.843750 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -142031.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -142079.484375 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -142079.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142129.000000 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -142129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142172.343750 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -142172.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142211.843750 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -142211.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142244.125000 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -142244.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142268.484375 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -142268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142282.796875 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -142282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142290.078125 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -142290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142300.718750 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -142300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142316.359375 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -142316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142340.218750 Penalty: 3575.465820
	Iteration 15Q: 3 clusters Score -142340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142371.671875 Penalty: 3575.465820
	Iteration 16Q: 3 clusters Score -142371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142387.109375 Penalty: 3575.465820
	Iteration 17Q: 3 clusters Score -142387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142392.656250 Penalty: 3575.465820
	Iteration 18Q: 3 clusters Score -142392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -142399.265625 Penalty: 3575.465820
	Iteration 19Q: 3 clusters Score -142399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142406.000000 Penalty: 3575.465820
	Iteration 20F: 3 clusters Score -142406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -142409.437500 Penalty: 3575.465820
	Iteration 21Q: 3 clusters Score -142409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -142413.656250 Penalty: 3575.465820
	Iteration 22Q: 3 clusters Score -142413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142418.343750 Penalty: 3575.465820
	Iteration 23Q: 3 clusters Score -142418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142419.140625 Penalty: 3575.465820
	Iteration 24Q: 3 clusters Score -142419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142419.140625 Penalty: 3575.465820
	Iteration 25F: 3 clusters Score -142419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Entering Unmasked Estep 
Score: -4422298.000000 Penalty: 2620.794678
	Iteration 0F: 2 clusters Score -4422298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4395797.500000 Penalty: 5241.589355
	Iteration 0F: 3 clusters Score -4395798 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4405562.000000 Penalty: 5241.589355
	Iteration 1F: 3 clusters Score -4405562 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4406036.000000 Penalty: 5241.589355
	Iteration 2Q: 3 clusters Score -4406036 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4406562.500000 Penalty: 5241.589355
	Iteration 3Q: 3 clusters Score -4406562 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4407386.000000 Penalty: 5241.589355
	Iteration 4Q: 3 clusters Score -4407386 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4408571.500000 Penalty: 5241.589355
	Iteration 5Q: 3 clusters Score -4408572 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4410006.000000 Penalty: 5241.589355
	Iteration 6F: 3 clusters Score -4410006 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4411749.000000 Penalty: 5241.589355
	Iteration 7F: 3 clusters Score -4411749 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4413622.500000 Penalty: 5241.589355
	Iteration 8F: 3 clusters Score -4413622 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4415433.000000 Penalty: 5241.589355
	Iteration 9F: 3 clusters Score -4415433 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4416907.500000 Penalty: 5241.589355
	Iteration 10F: 3 clusters Score -4416908 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4417796.500000 Penalty: 5241.589355
	Iteration 11Q: 3 clusters Score -4417796 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4418310.500000 Penalty: 5241.589355
	Iteration 12Q: 3 clusters Score -4418310 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -4418582.500000 Penalty: 5241.589355
	Iteration 13Q: 3 clusters Score -4418582 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4418751.500000 Penalty: 5241.589355
	Iteration 14Q: 3 clusters Score -4418752 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -4418893.500000 Penalty: 5241.589355
	Iteration 15Q: 3 clusters Score -4418894 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4419049.000000 Penalty: 5241.589355
	Iteration 16Q: 3 clusters Score -4419049 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4419224.500000 Penalty: 5241.589355
	Iteration 17Q: 3 clusters Score -4419224 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4419527.000000 Penalty: 5241.589355
	Iteration 18Q: 3 clusters Score -4419527 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -4419956.500000 Penalty: 5241.589355
	Iteration 19Q: 3 clusters Score -4419956 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4420534.500000 Penalty: 5241.589355
	Iteration 20F: 3 clusters Score -4420534 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4421174.500000 Penalty: 5241.589355
	Iteration 21Q: 3 clusters Score -4421174 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4421832.500000 Penalty: 5241.589355
	Iteration 22Q: 3 clusters Score -4421832 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4422316.000000 Penalty: 5241.589355
	Iteration 23Q: 3 clusters Score -4422316 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4422453.500000 Penalty: 5241.589355
	Iteration 24Q: 3 clusters Score -4422454 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4422529.000000 Penalty: 5241.589355
	Iteration 25Q: 3 clusters Score -4422529 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4422591.500000 Penalty: 5241.589355
	Iteration 26Q: 3 clusters Score -4422592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4422618.000000 Penalty: 5241.589355
	Iteration 27Q: 3 clusters Score -4422618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4422644.000000 Penalty: 5241.589355
	Iteration 28Q: 3 clusters Score -4422644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4422657.500000 Penalty: 5241.589355
	Iteration 29Q: 3 clusters Score -4422658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4422662.500000 Penalty: 5241.589355
	Iteration 30Q: 3 clusters Score -4422662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4422659.000000 Penalty: 5241.589355
	Iteration 31Q: 3 clusters Score -4422659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4422662.500000 Penalty: 5241.589355
	Iteration 32Q: 3 clusters Score -4422662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4422670.500000 Penalty: 5241.589355
	Iteration 33Q: 3 clusters Score -4422670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4422670.000000 Penalty: 5241.589355
	Iteration 34Q: 3 clusters Score -4422670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4422670.000000 Penalty: 5241.589355
	Iteration 35F: 3 clusters Score -4422670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 37194 members 
Mstep: Class 5 contains 140839 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 183366 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171166 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 61943 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 169946 members 
Mstep: Class 16 contains 56383 members 
Mstep: Class 17 contains 80776 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 69916 members 
Entering Unmasked Estep 
Score: -118058864.000000 Penalty: 65188.156250
Splitting cluster 4 changes total score from -118059192.000000 to -118058864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (140839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140839 members 
Entering Unmasked Estep 
Score: -16548987.000000 Penalty: 2940.132324
	Iteration 0F: 2 clusters Score -1.654899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 70230 members 
Entering Unmasked Estep 
Score: -16454589.000000 Penalty: 5880.264648
	Iteration 0F: 3 clusters Score -1.645459e+07 nChanged 67443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -16494059.000000 Penalty: 5880.264648
	Iteration 1F: 3 clusters Score -1.649406e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -16495183.000000 Penalty: 5880.264648
	Iteration 2Q: 3 clusters Score -1.649518e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -16496601.000000 Penalty: 5880.264648
	Iteration 3Q: 3 clusters Score -1.64966e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -16498762.000000 Penalty: 5880.264648
	Iteration 4Q: 3 clusters Score -1.649876e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -16502056.000000 Penalty: 5880.264648
	Iteration 5Q: 3 clusters Score -1.650206e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -16506634.000000 Penalty: 5880.264648
	Iteration 6Q: 3 clusters Score -1.650663e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -16512269.000000 Penalty: 5880.264648
	Iteration 7F: 3 clusters Score -1.651227e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -16517484.000000 Penalty: 5880.264648
	Iteration 8F: 3 clusters Score -1.651748e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -16521915.000000 Penalty: 5880.264648
	Iteration 9F: 3 clusters Score -1.652192e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -16524823.000000 Penalty: 5880.264648
	Iteration 10Q: 3 clusters Score -1.652482e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -16526464.000000 Penalty: 5880.264648
	Iteration 11Q: 3 clusters Score -1.652646e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -16527348.000000 Penalty: 5880.264648
	Iteration 12Q: 3 clusters Score -1.652735e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -16528010.000000 Penalty: 5880.264648
	Iteration 13Q: 3 clusters Score -1.652801e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -16528367.000000 Penalty: 5880.264648
	Iteration 14Q: 3 clusters Score -1.652837e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -16528778.000000 Penalty: 5880.264648
	Iteration 15Q: 3 clusters Score -1.652878e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -16529224.000000 Penalty: 5880.264648
	Iteration 16Q: 3 clusters Score -1.652922e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -16529579.000000 Penalty: 5880.264648
	Iteration 17Q: 3 clusters Score -1.652958e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -16530037.000000 Penalty: 5880.264648
	Iteration 18Q: 3 clusters Score -1.653004e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -16530680.000000 Penalty: 5880.264648
	Iteration 19Q: 3 clusters Score -1.653068e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -16531368.000000 Penalty: 5880.264648
	Iteration 20F: 3 clusters Score -1.653137e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -16532241.000000 Penalty: 5880.264648
	Iteration 21Q: 3 clusters Score -1.653224e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -16533217.000000 Penalty: 5880.264648
	Iteration 22Q: 3 clusters Score -1.653322e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -16534335.000000 Penalty: 5880.264648
	Iteration 23Q: 3 clusters Score -1.653434e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -16535551.000000 Penalty: 5880.264648
	Iteration 24Q: 3 clusters Score -1.653555e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -16536768.000000 Penalty: 5880.264648
	Iteration 25Q: 3 clusters Score -1.653677e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -16538071.000000 Penalty: 5880.264648
	Iteration 26Q: 3 clusters Score -1.653807e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127921 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -16539439.000000 Penalty: 5880.264648
	Iteration 27Q: 3 clusters Score -1.653944e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -16540713.000000 Penalty: 5880.264648
	Iteration 28Q: 3 clusters Score -1.654071e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -16541879.000000 Penalty: 5880.264648
	Iteration 29Q: 3 clusters Score -1.654188e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134418 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -16542984.000000 Penalty: 5880.264648
	Iteration 30Q: 3 clusters Score -1.654298e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -16543868.000000 Penalty: 5880.264648
	Iteration 31Q: 3 clusters Score -1.654387e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -16544529.000000 Penalty: 5880.264648
	Iteration 32Q: 3 clusters Score -1.654453e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16545097.000000 Penalty: 5880.264648
	Iteration 33Q: 3 clusters Score -1.65451e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138769 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16545441.000000 Penalty: 5880.264648
	Iteration 34Q: 3 clusters Score -1.654544e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139190 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16545685.000000 Penalty: 5880.264648
	Iteration 35Q: 3 clusters Score -1.654568e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139502 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16545879.000000 Penalty: 5880.264648
	Iteration 36Q: 3 clusters Score -1.654588e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139695 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16546004.000000 Penalty: 5880.264648
	Iteration 37Q: 3 clusters Score -1.6546e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16546084.000000 Penalty: 5880.264648
	Iteration 38Q: 3 clusters Score -1.654608e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16546151.000000 Penalty: 5880.264648
	Iteration 39Q: 3 clusters Score -1.654615e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16546212.000000 Penalty: 5880.264648
	Iteration 40F: 3 clusters Score -1.654621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16546243.000000 Penalty: 5880.264648
	Iteration 41Q: 3 clusters Score -1.654624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140122 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -16546285.000000 Penalty: 5880.264648
	Iteration 42Q: 3 clusters Score -1.654628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16546302.000000 Penalty: 5880.264648
	Iteration 43Q: 3 clusters Score -1.65463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -16546308.000000 Penalty: 5880.264648
	Iteration 44Q: 3 clusters Score -1.654631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16546326.000000 Penalty: 5880.264648
	Iteration 45Q: 3 clusters Score -1.654633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -16546345.000000 Penalty: 5880.264648
	Iteration 46Q: 3 clusters Score -1.654634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140223 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16546369.000000 Penalty: 5880.264648
	Iteration 47Q: 3 clusters Score -1.654637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16546365.000000 Penalty: 5880.264648
	Iteration 48Q: 3 clusters Score -1.654636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16546361.000000 Penalty: 5880.264648
	Iteration 49Q: 3 clusters Score -1.654636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16546372.000000 Penalty: 5880.264648
	Iteration 50Q: 3 clusters Score -1.654637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140252 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -16546373.000000 Penalty: 5880.264648
	Iteration 51Q: 3 clusters Score -1.654637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16546390.000000 Penalty: 5880.264648
	Iteration 52Q: 3 clusters Score -1.654639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16546396.000000 Penalty: 5880.264648
	Iteration 53Q: 3 clusters Score -1.65464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140270 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -16546403.000000 Penalty: 5880.264648
	Iteration 54Q: 3 clusters Score -1.65464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16546406.000000 Penalty: 5880.264648
	Iteration 55Q: 3 clusters Score -1.654641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140277 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16546406.000000 Penalty: 5880.264648
	Iteration 56Q: 3 clusters Score -1.654641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140277 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16546406.000000 Penalty: 5880.264648
	Iteration 57F: 3 clusters Score -1.654641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -26520.775391 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -26520.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25341.287109 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -25341.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25471.054688 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -25471.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25513.796875 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -25513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25538.699219 Penalty: 2784.111572
	Iteration 3Q: 3 clusters Score -25538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25543.406250 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -25543.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25543.406250 Penalty: 2784.111572
	Iteration 5F: 3 clusters Score -25543.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -421017.468750 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -421017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -417376.031250 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -417376 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -418166.125000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -418166.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -418385.562500 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -418385.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -418550.875000 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -418550.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -418685.406250 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -418685.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -418792.000000 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -418792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -418863.281250 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -418863.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -418909.906250 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -418909.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -418952.000000 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -418952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -418987.750000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -418987.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -419018.281250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -419018.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -419043.593750 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -419043.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -419068.750000 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -419068.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -419097.031250 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -419097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -419129.812500 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -419129.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -419156.156250 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -419156.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -419184.593750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -419184.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -419218.656250 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -419218.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -419248.531250 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -419248.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -419272.656250 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -419272.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -419294.625000 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -419294.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -419317.875000 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -419317.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -419336.125000 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -419336.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -419353.968750 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -419354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -419368.593750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -419368.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -419386.812500 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -419386.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -419403.000000 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -419403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -419416.281250 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -419416.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -419426.500000 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -419426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -419433.687500 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -419433.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -419440.406250 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -419440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -419442.875000 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -419442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -419445.781250 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -419445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -419450.281250 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -419450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -419452.468750 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -419452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -419455.343750 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -419455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -419459.468750 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -419459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -419463.625000 Penalty: 4054.652588
	Iteration 37Q: 3 clusters Score -419463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -419466.437500 Penalty: 4054.652588
	Iteration 38Q: 3 clusters Score -419466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -419469.312500 Penalty: 4054.652588
	Iteration 39Q: 3 clusters Score -419469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -419473.125000 Penalty: 4054.652588
	Iteration 40F: 3 clusters Score -419473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -419476.812500 Penalty: 4054.652588
	Iteration 41Q: 3 clusters Score -419476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -419479.281250 Penalty: 4054.652588
	Iteration 42Q: 3 clusters Score -419479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -419479.500000 Penalty: 4054.652588
	Iteration 43Q: 3 clusters Score -419479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -419479.500000 Penalty: 4054.652588
	Iteration 44F: 3 clusters Score -419479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (183366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183366 members 
Entering Unmasked Estep 
Score: -21790472.000000 Penalty: 3005.571533
	Iteration 0F: 2 clusters Score -2.179047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -21678634.000000 Penalty: 6011.143066
	Iteration 0F: 3 clusters Score -2.167863e+07 nChanged 87921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -21729248.000000 Penalty: 6011.143066
	Iteration 1F: 3 clusters Score -2.172925e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -21730278.000000 Penalty: 6011.143066
	Iteration 2Q: 3 clusters Score -2.173028e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -21731412.000000 Penalty: 6011.143066
	Iteration 3Q: 3 clusters Score -2.173141e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -21733286.000000 Penalty: 6011.143066
	Iteration 4Q: 3 clusters Score -2.173329e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -21736718.000000 Penalty: 6011.143066
	Iteration 5Q: 3 clusters Score -2.173672e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -21742462.000000 Penalty: 6011.143066
	Iteration 6F: 3 clusters Score -2.174246e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136294 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -21752936.000000 Penalty: 6011.143066
	Iteration 7F: 3 clusters Score -2.175294e+07 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -21767370.000000 Penalty: 6011.143066
	Iteration 8F: 3 clusters Score -2.176737e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -21780112.000000 Penalty: 6011.143066
	Iteration 9F: 3 clusters Score -2.178011e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -21785650.000000 Penalty: 6011.143066
	Iteration 10F: 3 clusters Score -2.178565e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21787140.000000 Penalty: 6011.143066
	Iteration 11Q: 3 clusters Score -2.178714e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21787514.000000 Penalty: 6011.143066
	Iteration 12Q: 3 clusters Score -2.178751e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183101 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21787714.000000 Penalty: 6011.143066
	Iteration 13Q: 3 clusters Score -2.178771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183140 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21787762.000000 Penalty: 6011.143066
	Iteration 14Q: 3 clusters Score -2.178776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21787804.000000 Penalty: 6011.143066
	Iteration 15Q: 3 clusters Score -2.17878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21787808.000000 Penalty: 6011.143066
	Iteration 16Q: 3 clusters Score -2.178781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21787842.000000 Penalty: 6011.143066
	Iteration 17Q: 3 clusters Score -2.178784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21787846.000000 Penalty: 6011.143066
	Iteration 18Q: 3 clusters Score -2.178785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21787846.000000 Penalty: 6011.143066
	Iteration 19Q: 3 clusters Score -2.178785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21787846.000000 Penalty: 6011.143066
	Iteration 20F: 3 clusters Score -2.178785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -304328.625000 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -304328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -301331.437500 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -301331.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -301914.312500 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -301914.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302028.593750 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -302028.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302089.843750 Penalty: 3894.809814
	Iteration 3Q: 3 clusters Score -302089.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -302153.062500 Penalty: 3894.809814
	Iteration 4Q: 3 clusters Score -302153.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302188.250000 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -302188.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -302210.750000 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -302210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -302231.250000 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -302231.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -302241.312500 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -302241.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -302251.718750 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -302251.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -302261.437500 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -302261.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -302271.062500 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -302271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -302278.468750 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -302278.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -302284.437500 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -302284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -302287.781250 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -302287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -302292.781250 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -302292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -302298.312500 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -302298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -302300.000000 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -302300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -302300.000000 Penalty: 3894.809814
	Iteration 18F: 3 clusters Score -302300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 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 1363 members 
Entering Unmasked Estep 
Score: -321858.937500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321858.9 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -322528.125000 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322528.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322670.031250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -322760.781250 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322760.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -322821.687500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322821.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322888.187500 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322888.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -322962.750000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322962.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -323035.593750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -323035.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323114.812500 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -323114.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -323216.687500 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -323216.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -323350.343750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -323350.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -323479.218750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -323479.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -323588.593750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -323588.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -323645.906250 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -323645.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -323689.093750 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -323689.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -323746.281250 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -323746.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -323797.468750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -323797.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -323834.906250 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -323834.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -323866.500000 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -323866.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -323910.281250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -323910.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -323969.906250 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -323969.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -324046.593750 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -324046.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -324109.000000 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -324109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -324144.656250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -324144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -324162.375000 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -324162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -324167.187500 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -324167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -324168.500000 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -324168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -324169.843750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -324169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -324169.843750 Penalty: 3940.644043
	Iteration 28F: 3 clusters Score -324169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Entering Unmasked Estep 
Score: -20257466.000000 Penalty: 2988.496582
	Iteration 0F: 2 clusters Score -2.025747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -20146556.000000 Penalty: 5976.993164
	Iteration 0F: 3 clusters Score -2.014656e+07 nChanged 81955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -20193962.000000 Penalty: 5976.993164
	Iteration 1F: 3 clusters Score -2.019396e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -20194716.000000 Penalty: 5976.993164
	Iteration 2Q: 3 clusters Score -2.019472e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -20195742.000000 Penalty: 5976.993164
	Iteration 3Q: 3 clusters Score -2.019574e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -20197032.000000 Penalty: 5976.993164
	Iteration 4Q: 3 clusters Score -2.019703e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -20199064.000000 Penalty: 5976.993164
	Iteration 5Q: 3 clusters Score -2.019906e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76618 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -20201704.000000 Penalty: 5976.993164
	Iteration 6Q: 3 clusters Score -2.02017e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -20206142.000000 Penalty: 5976.993164
	Iteration 7Q: 3 clusters Score -2.020614e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -20212584.000000 Penalty: 5976.993164
	Iteration 8F: 3 clusters Score -2.021258e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 109575 members 
Entering Unmasked Estep 
Score: -20220582.000000 Penalty: 5976.993164
	Iteration 9F: 3 clusters Score -2.022058e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -20228216.000000 Penalty: 5976.993164
	Iteration 10F: 3 clusters Score -2.022822e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -20233066.000000 Penalty: 5976.993164
	Iteration 11F: 3 clusters Score -2.023307e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -20235704.000000 Penalty: 5976.993164
	Iteration 12Q: 3 clusters Score -2.02357e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -20237138.000000 Penalty: 5976.993164
	Iteration 13Q: 3 clusters Score -2.023714e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -20238200.000000 Penalty: 5976.993164
	Iteration 14Q: 3 clusters Score -2.02382e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 130395 members 
Entering Unmasked Estep 
Score: -20239034.000000 Penalty: 5976.993164
	Iteration 15Q: 3 clusters Score -2.023903e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 133401 members 
Entering Unmasked Estep 
Score: -20239922.000000 Penalty: 5976.993164
	Iteration 16Q: 3 clusters Score -2.023992e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 136519 members 
Entering Unmasked Estep 
Score: -20241000.000000 Penalty: 5976.993164
	Iteration 17Q: 3 clusters Score -2.0241e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 139822 members 
Entering Unmasked Estep 
Score: -20242328.000000 Penalty: 5976.993164
	Iteration 18Q: 3 clusters Score -2.024233e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 143223 members 
Entering Unmasked Estep 
Score: -20243784.000000 Penalty: 5976.993164
	Iteration 19Q: 3 clusters Score -2.024378e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 146667 members 
Entering Unmasked Estep 
Score: -20245238.000000 Penalty: 5976.993164
	Iteration 20F: 3 clusters Score -2.024524e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 149994 members 
Entering Unmasked Estep 
Score: -20246666.000000 Penalty: 5976.993164
	Iteration 21Q: 3 clusters Score -2.024667e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 153156 members 
Entering Unmasked Estep 
Score: -20248132.000000 Penalty: 5976.993164
	Iteration 22Q: 3 clusters Score -2.024813e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -20249450.000000 Penalty: 5976.993164
	Iteration 23Q: 3 clusters Score -2.024945e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -20250730.000000 Penalty: 5976.993164
	Iteration 24Q: 3 clusters Score -2.025073e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 161107 members 
Entering Unmasked Estep 
Score: -20251930.000000 Penalty: 5976.993164
	Iteration 25Q: 3 clusters Score -2.025193e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 163096 members 
Entering Unmasked Estep 
Score: -20252608.000000 Penalty: 5976.993164
	Iteration 26Q: 3 clusters Score -2.025261e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 164792 members 
Entering Unmasked Estep 
Score: -20253152.000000 Penalty: 5976.993164
	Iteration 27Q: 3 clusters Score -2.025315e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -20253656.000000 Penalty: 5976.993164
	Iteration 28Q: 3 clusters Score -2.025366e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -20253984.000000 Penalty: 5976.993164
	Iteration 29Q: 3 clusters Score -2.025398e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -20254234.000000 Penalty: 5976.993164
	Iteration 30Q: 3 clusters Score -2.025423e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 168549 members 
Entering Unmasked Estep 
Score: -20254328.000000 Penalty: 5976.993164
	Iteration 31Q: 3 clusters Score -2.025433e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -20254490.000000 Penalty: 5976.993164
	Iteration 32Q: 3 clusters Score -2.025449e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -20254602.000000 Penalty: 5976.993164
	Iteration 33Q: 3 clusters Score -2.02546e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 169515 members 
Entering Unmasked Estep 
Score: -20254666.000000 Penalty: 5976.993164
	Iteration 34Q: 3 clusters Score -2.025467e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -20254740.000000 Penalty: 5976.993164
	Iteration 35Q: 3 clusters Score -2.025474e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -20254808.000000 Penalty: 5976.993164
	Iteration 36Q: 3 clusters Score -2.025481e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -20254820.000000 Penalty: 5976.993164
	Iteration 37Q: 3 clusters Score -2.025482e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -20254884.000000 Penalty: 5976.993164
	Iteration 38Q: 3 clusters Score -2.025488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -20254942.000000 Penalty: 5976.993164
	Iteration 39Q: 3 clusters Score -2.025494e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -20254970.000000 Penalty: 5976.993164
	Iteration 40F: 3 clusters Score -2.025497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 170144 members 
Entering Unmasked Estep 
Score: -20255010.000000 Penalty: 5976.993164
	Iteration 41Q: 3 clusters Score -2.025501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -20255024.000000 Penalty: 5976.993164
	Iteration 42Q: 3 clusters Score -2.025502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -20255026.000000 Penalty: 5976.993164
	Iteration 43Q: 3 clusters Score -2.025503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -20255054.000000 Penalty: 5976.993164
	Iteration 44Q: 3 clusters Score -2.025505e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -20255078.000000 Penalty: 5976.993164
	Iteration 45Q: 3 clusters Score -2.025508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -20255084.000000 Penalty: 5976.993164
	Iteration 46Q: 3 clusters Score -2.025508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 170261 members 
Entering Unmasked Estep 
Score: -20255088.000000 Penalty: 5976.993164
	Iteration 47Q: 3 clusters Score -2.025509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -20255090.000000 Penalty: 5976.993164
	Iteration 48Q: 3 clusters Score -2.025509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 170281 members 
Entering Unmasked Estep 
Score: -20255084.000000 Penalty: 5976.993164
	Iteration 49Q: 3 clusters Score -2.025508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -20255076.000000 Penalty: 5976.993164
	Iteration 50Q: 3 clusters Score -2.025508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -20255080.000000 Penalty: 5976.993164
	Iteration 51Q: 3 clusters Score -2.025508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -20255090.000000 Penalty: 5976.993164
	Iteration 52Q: 3 clusters Score -2.025509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -20255086.000000 Penalty: 5976.993164
	Iteration 53Q: 3 clusters Score -2.025509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -20255098.000000 Penalty: 5976.993164
	Iteration 54Q: 3 clusters Score -2.02551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -20255094.000000 Penalty: 5976.993164
	Iteration 55Q: 3 clusters Score -2.025509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -20255100.000000 Penalty: 5976.993164
	Iteration 56Q: 3 clusters Score -2.02551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -20255106.000000 Penalty: 5976.993164
	Iteration 57Q: 3 clusters Score -2.025511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -20255112.000000 Penalty: 5976.993164
	Iteration 58Q: 3 clusters Score -2.025511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 170351 members 
Entering Unmasked Estep 
Score: -20255110.000000 Penalty: 5976.993164
	Iteration 59Q: 3 clusters Score -2.025511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -20255100.000000 Penalty: 5976.993164
	Iteration 60F: 3 clusters Score -2.02551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -20255104.000000 Penalty: 5976.993164
	Iteration 61Q: 3 clusters Score -2.02551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -20255106.000000 Penalty: 5976.993164
	Iteration 62Q: 3 clusters Score -2.025511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -20255108.000000 Penalty: 5976.993164
	Iteration 63Q: 3 clusters Score -2.025511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 170361 members 
Entering Unmasked Estep 
Score: -20255104.000000 Penalty: 5976.993164
	Iteration 64Q: 3 clusters Score -2.02551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -20255118.000000 Penalty: 5976.993164
	Iteration 65Q: 3 clusters Score -2.025512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 170364 members 
Entering Unmasked Estep 
Score: -20255118.000000 Penalty: 5976.993164
	Iteration 66Q: 3 clusters Score -2.025512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -20255104.000000 Penalty: 5976.993164
	Iteration 67Q: 3 clusters Score -2.02551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -20255108.000000 Penalty: 5976.993164
	Iteration 68Q: 3 clusters Score -2.025511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -20255106.000000 Penalty: 5976.993164
	Iteration 69Q: 3 clusters Score -2.025511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -20255106.000000 Penalty: 5976.993164
	Iteration 70F: 3 clusters Score -2.025511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Entering Unmasked Estep 
Score: -759763.437500 Penalty: 2174.953369
	Iteration 0F: 2 clusters Score -759763.4 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 3172 members 
Entering Unmasked Estep 
Score: -754421.500000 Penalty: 4349.906738
	Iteration 0F: 3 clusters Score -754421.5 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -755729.750000 Penalty: 4349.906738
	Iteration 1F: 3 clusters Score -755729.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -755922.062500 Penalty: 4349.906738
	Iteration 2F: 3 clusters Score -755922.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -756064.625000 Penalty: 4349.906738
	Iteration 3Q: 3 clusters Score -756064.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -756170.562500 Penalty: 4349.906738
	Iteration 4Q: 3 clusters Score -756170.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -756250.687500 Penalty: 4349.906738
	Iteration 5Q: 3 clusters Score -756250.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -756323.625000 Penalty: 4349.906738
	Iteration 6Q: 3 clusters Score -756323.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -756385.875000 Penalty: 4349.906738
	Iteration 7Q: 3 clusters Score -756385.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -756436.062500 Penalty: 4349.906738
	Iteration 8Q: 3 clusters Score -756436.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -756472.250000 Penalty: 4349.906738
	Iteration 9Q: 3 clusters Score -756472.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -756509.875000 Penalty: 4349.906738
	Iteration 10Q: 3 clusters Score -756509.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -756545.437500 Penalty: 4349.906738
	Iteration 11Q: 3 clusters Score -756545.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -756586.687500 Penalty: 4349.906738
	Iteration 12Q: 3 clusters Score -756586.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -756633.312500 Penalty: 4349.906738
	Iteration 13Q: 3 clusters Score -756633.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -756688.312500 Penalty: 4349.906738
	Iteration 14Q: 3 clusters Score -756688.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -756726.687500 Penalty: 4349.906738
	Iteration 15Q: 3 clusters Score -756726.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -756763.750000 Penalty: 4349.906738
	Iteration 16Q: 3 clusters Score -756763.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -756802.312500 Penalty: 4349.906738
	Iteration 17Q: 3 clusters Score -756802.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -756842.875000 Penalty: 4349.906738
	Iteration 18Q: 3 clusters Score -756842.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -756891.250000 Penalty: 4349.906738
	Iteration 19Q: 3 clusters Score -756891.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -756932.187500 Penalty: 4349.906738
	Iteration 20F: 3 clusters Score -756932.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -756978.187500 Penalty: 4349.906738
	Iteration 21Q: 3 clusters Score -756978.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -757031.312500 Penalty: 4349.906738
	Iteration 22Q: 3 clusters Score -757031.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -757079.000000 Penalty: 4349.906738
	Iteration 23Q: 3 clusters Score -757079 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -757131.437500 Penalty: 4349.906738
	Iteration 24Q: 3 clusters Score -757131.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -757187.250000 Penalty: 4349.906738
	Iteration 25Q: 3 clusters Score -757187.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -757264.437500 Penalty: 4349.906738
	Iteration 26Q: 3 clusters Score -757264.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -757366.562500 Penalty: 4349.906738
	Iteration 27Q: 3 clusters Score -757366.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -757474.625000 Penalty: 4349.906738
	Iteration 28Q: 3 clusters Score -757474.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -757574.187500 Penalty: 4349.906738
	Iteration 29Q: 3 clusters Score -757574.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -757688.562500 Penalty: 4349.906738
	Iteration 30Q: 3 clusters Score -757688.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -757769.375000 Penalty: 4349.906738
	Iteration 31Q: 3 clusters Score -757769.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -757847.000000 Penalty: 4349.906738
	Iteration 32Q: 3 clusters Score -757847 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -757903.562500 Penalty: 4349.906738
	Iteration 33Q: 3 clusters Score -757903.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -757947.875000 Penalty: 4349.906738
	Iteration 34Q: 3 clusters Score -757947.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -757990.000000 Penalty: 4349.906738
	Iteration 35Q: 3 clusters Score -757990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -758025.625000 Penalty: 4349.906738
	Iteration 36Q: 3 clusters Score -758025.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -758052.187500 Penalty: 4349.906738
	Iteration 37Q: 3 clusters Score -758052.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -758074.625000 Penalty: 4349.906738
	Iteration 38Q: 3 clusters Score -758074.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -758092.937500 Penalty: 4349.906738
	Iteration 39Q: 3 clusters Score -758092.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -758112.687500 Penalty: 4349.906738
	Iteration 40F: 3 clusters Score -758112.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -758126.000000 Penalty: 4349.906738
	Iteration 41Q: 3 clusters Score -758126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -758136.937500 Penalty: 4349.906738
	Iteration 42Q: 3 clusters Score -758136.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -758145.437500 Penalty: 4349.906738
	Iteration 43Q: 3 clusters Score -758145.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -758152.687500 Penalty: 4349.906738
	Iteration 44Q: 3 clusters Score -758152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -758155.000000 Penalty: 4349.906738
	Iteration 45Q: 3 clusters Score -758155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -758157.062500 Penalty: 4349.906738
	Iteration 46Q: 3 clusters Score -758157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -758158.562500 Penalty: 4349.906738
	Iteration 47Q: 3 clusters Score -758158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -758159.000000 Penalty: 4349.906738
	Iteration 48Q: 3 clusters Score -758159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -758160.750000 Penalty: 4349.906738
	Iteration 49Q: 3 clusters Score -758160.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -758164.437500 Penalty: 4349.906738
	Iteration 50Q: 3 clusters Score -758164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -758167.937500 Penalty: 4349.906738
	Iteration 51Q: 3 clusters Score -758167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -758168.375000 Penalty: 4349.906738
	Iteration 52Q: 3 clusters Score -758168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -758169.687500 Penalty: 4349.906738
	Iteration 53Q: 3 clusters Score -758169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -758171.312500 Penalty: 4349.906738
	Iteration 54Q: 3 clusters Score -758171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -758172.875000 Penalty: 4349.906738
	Iteration 55Q: 3 clusters Score -758172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -758173.437500 Penalty: 4349.906738
	Iteration 56Q: 3 clusters Score -758173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -758172.750000 Penalty: 4349.906738
	Iteration 57Q: 3 clusters Score -758172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -758174.750000 Penalty: 4349.906738
	Iteration 58Q: 3 clusters Score -758174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -758175.312500 Penalty: 4349.906738
	Iteration 59Q: 3 clusters Score -758175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -758175.312500 Penalty: 4349.906738
	Iteration 60F: 3 clusters Score -758175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -758178.312500 Penalty: 4349.906738
	Iteration 61Q: 3 clusters Score -758178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -758178.500000 Penalty: 4349.906738
	Iteration 62Q: 3 clusters Score -758178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -758177.500000 Penalty: 4349.906738
	Iteration 63Q: 3 clusters Score -758177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -758177.875000 Penalty: 4349.906738
	Iteration 64Q: 3 clusters Score -758177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -758177.875000 Penalty: 4349.906738
	Iteration 65F: 3 clusters Score -758177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Entering Unmasked Estep 
Score: -7376439.000000 Penalty: 2736.424561
	Iteration 0F: 2 clusters Score -7376439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -7334946.500000 Penalty: 5472.849121
	Iteration 0F: 3 clusters Score -7334946 nChanged 28683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7350932.000000 Penalty: 5472.849121
	Iteration 1F: 3 clusters Score -7350932 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -7351507.500000 Penalty: 5472.849121
	Iteration 2Q: 3 clusters Score -7351508 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -7352132.500000 Penalty: 5472.849121
	Iteration 3Q: 3 clusters Score -7352132 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7352885.500000 Penalty: 5472.849121
	Iteration 4Q: 3 clusters Score -7352886 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -7353860.500000 Penalty: 5472.849121
	Iteration 5Q: 3 clusters Score -7353860 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7355380.500000 Penalty: 5472.849121
	Iteration 6Q: 3 clusters Score -7355380 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7357830.500000 Penalty: 5472.849121
	Iteration 7F: 3 clusters Score -7357830 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -7361335.500000 Penalty: 5472.849121
	Iteration 8F: 3 clusters Score -7361336 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -7365358.500000 Penalty: 5472.849121
	Iteration 9F: 3 clusters Score -7365358 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -7368972.000000 Penalty: 5472.849121
	Iteration 10F: 3 clusters Score -7368972 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -7371232.500000 Penalty: 5472.849121
	Iteration 11Q: 3 clusters Score -7371232 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -7372266.500000 Penalty: 5472.849121
	Iteration 12Q: 3 clusters Score -7372266 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7372773.500000 Penalty: 5472.849121
	Iteration 13Q: 3 clusters Score -7372774 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -7373063.000000 Penalty: 5472.849121
	Iteration 14Q: 3 clusters Score -7373063 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7373298.500000 Penalty: 5472.849121
	Iteration 15Q: 3 clusters Score -7373298 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7373479.000000 Penalty: 5472.849121
	Iteration 16Q: 3 clusters Score -7373479 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7373589.500000 Penalty: 5472.849121
	Iteration 17Q: 3 clusters Score -7373590 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -7373712.500000 Penalty: 5472.849121
	Iteration 18Q: 3 clusters Score -7373712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -7373788.500000 Penalty: 5472.849121
	Iteration 19Q: 3 clusters Score -7373788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7373918.500000 Penalty: 5472.849121
	Iteration 20F: 3 clusters Score -7373918 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7373963.000000 Penalty: 5472.849121
	Iteration 21Q: 3 clusters Score -7373963 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -7374040.000000 Penalty: 5472.849121
	Iteration 22Q: 3 clusters Score -7374040 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -7374069.000000 Penalty: 5472.849121
	Iteration 23Q: 3 clusters Score -7374069 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -7374123.000000 Penalty: 5472.849121
	Iteration 24Q: 3 clusters Score -7374123 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -7374146.000000 Penalty: 5472.849121
	Iteration 25Q: 3 clusters Score -7374146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7374177.500000 Penalty: 5472.849121
	Iteration 26Q: 3 clusters Score -7374178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -7374225.500000 Penalty: 5472.849121
	Iteration 27Q: 3 clusters Score -7374226 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -7374269.000000 Penalty: 5472.849121
	Iteration 28Q: 3 clusters Score -7374269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -7374306.500000 Penalty: 5472.849121
	Iteration 29Q: 3 clusters Score -7374306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -7374312.000000 Penalty: 5472.849121
	Iteration 30Q: 3 clusters Score -7374312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -7374348.500000 Penalty: 5472.849121
	Iteration 31Q: 3 clusters Score -7374348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7374371.000000 Penalty: 5472.849121
	Iteration 32Q: 3 clusters Score -7374371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -7374376.000000 Penalty: 5472.849121
	Iteration 33Q: 3 clusters Score -7374376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -7374396.500000 Penalty: 5472.849121
	Iteration 34Q: 3 clusters Score -7374396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -7374416.500000 Penalty: 5472.849121
	Iteration 35Q: 3 clusters Score -7374416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -7374409.000000 Penalty: 5472.849121
	Iteration 36Q: 3 clusters Score -7374409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7374415.500000 Penalty: 5472.849121
	Iteration 37Q: 3 clusters Score -7374416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -7374420.500000 Penalty: 5472.849121
	Iteration 38Q: 3 clusters Score -7374420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -7374425.500000 Penalty: 5472.849121
	Iteration 39Q: 3 clusters Score -7374426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -7374426.000000 Penalty: 5472.849121
	Iteration 40F: 3 clusters Score -7374426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -7374434.000000 Penalty: 5472.849121
	Iteration 41Q: 3 clusters Score -7374434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7374447.000000 Penalty: 5472.849121
	Iteration 42Q: 3 clusters Score -7374447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -7374450.500000 Penalty: 5472.849121
	Iteration 43Q: 3 clusters Score -7374450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -7374441.000000 Penalty: 5472.849121
	Iteration 44Q: 3 clusters Score -7374441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -7374461.500000 Penalty: 5472.849121
	Iteration 45Q: 3 clusters Score -7374462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -7374455.500000 Penalty: 5472.849121
	Iteration 46Q: 3 clusters Score -7374456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7374457.500000 Penalty: 5472.849121
	Iteration 47Q: 3 clusters Score -7374458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -7374457.500000 Penalty: 5472.849121
	Iteration 48Q: 3 clusters Score -7374458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7374451.000000 Penalty: 5472.849121
	Iteration 49Q: 3 clusters Score -7374451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7374454.000000 Penalty: 5472.849121
	Iteration 50Q: 3 clusters Score -7374454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7374464.000000 Penalty: 5472.849121
	Iteration 51Q: 3 clusters Score -7374464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -7374461.500000 Penalty: 5472.849121
	Iteration 52Q: 3 clusters Score -7374462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -7374458.000000 Penalty: 5472.849121
	Iteration 53Q: 3 clusters Score -7374458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -7374456.000000 Penalty: 5472.849121
	Iteration 54Q: 3 clusters Score -7374456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -7374459.500000 Penalty: 5472.849121
	Iteration 55Q: 3 clusters Score -7374460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -7374459.500000 Penalty: 5472.849121
	Iteration 56F: 3 clusters Score -7374460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -118716.476562 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -118716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116722.156250 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -116722.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117024.179688 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -117024.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117101.976562 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -117102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117133.335938 Penalty: 3468.079834
	Iteration 3Q: 3 clusters Score -117133.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117150.765625 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -117150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117170.367188 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -117170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117177.695312 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -117177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117180.820312 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -117180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117184.992188 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -117185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117186.421875 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -117186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117190.710938 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -117190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117192.210938 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -117192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117193.781250 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -117193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117195.210938 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -117195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117195.937500 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -117195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117196.570312 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -117196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117196.570312 Penalty: 3468.079834
	Iteration 16F: 3 clusters Score -117196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Entering Unmasked Estep 
Score: -20019034.000000 Penalty: 2986.722412
	Iteration 0F: 2 clusters Score -2.001903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -19907296.000000 Penalty: 5973.444824
	Iteration 0F: 3 clusters Score -1.99073e+07 nChanged 81599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -19956604.000000 Penalty: 5973.444824
	Iteration 1F: 3 clusters Score -1.99566e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -19959018.000000 Penalty: 5973.444824
	Iteration 2Q: 3 clusters Score -1.995902e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -19962850.000000 Penalty: 5973.444824
	Iteration 3Q: 3 clusters Score -1.996285e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -19968282.000000 Penalty: 5973.444824
	Iteration 4F: 3 clusters Score -1.996828e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -19976018.000000 Penalty: 5973.444824
	Iteration 5F: 3 clusters Score -1.997602e+07 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -19986206.000000 Penalty: 5973.444824
	Iteration 6F: 3 clusters Score -1.998621e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 129369 members 
Entering Unmasked Estep 
Score: -19995962.000000 Penalty: 5973.444824
	Iteration 7F: 3 clusters Score -1.999596e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -20002336.000000 Penalty: 5973.444824
	Iteration 8F: 3 clusters Score -2.000234e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -20005754.000000 Penalty: 5973.444824
	Iteration 9Q: 3 clusters Score -2.000575e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 143116 members 
Entering Unmasked Estep 
Score: -20007854.000000 Penalty: 5973.444824
	Iteration 10Q: 3 clusters Score -2.000785e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 146260 members 
Entering Unmasked Estep 
Score: -20009540.000000 Penalty: 5973.444824
	Iteration 11Q: 3 clusters Score -2.000954e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -20010878.000000 Penalty: 5973.444824
	Iteration 12Q: 3 clusters Score -2.001088e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -20012080.000000 Penalty: 5973.444824
	Iteration 13Q: 3 clusters Score -2.001208e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -20013128.000000 Penalty: 5973.444824
	Iteration 14Q: 3 clusters Score -2.001313e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -20014152.000000 Penalty: 5973.444824
	Iteration 15Q: 3 clusters Score -2.001415e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -20014822.000000 Penalty: 5973.444824
	Iteration 16Q: 3 clusters Score -2.001482e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -20015350.000000 Penalty: 5973.444824
	Iteration 17Q: 3 clusters Score -2.001535e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -20015844.000000 Penalty: 5973.444824
	Iteration 18Q: 3 clusters Score -2.001584e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -20016194.000000 Penalty: 5973.444824
	Iteration 19Q: 3 clusters Score -2.001619e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -20016426.000000 Penalty: 5973.444824
	Iteration 20F: 3 clusters Score -2.001643e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -20016588.000000 Penalty: 5973.444824
	Iteration 21Q: 3 clusters Score -2.001659e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -20016788.000000 Penalty: 5973.444824
	Iteration 22Q: 3 clusters Score -2.001679e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -20016838.000000 Penalty: 5973.444824
	Iteration 23Q: 3 clusters Score -2.001684e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -20016934.000000 Penalty: 5973.444824
	Iteration 24Q: 3 clusters Score -2.001693e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -20016986.000000 Penalty: 5973.444824
	Iteration 25Q: 3 clusters Score -2.001699e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 166701 members 
Entering Unmasked Estep 
Score: -20017014.000000 Penalty: 5973.444824
	Iteration 26Q: 3 clusters Score -2.001701e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 166933 members 
Entering Unmasked Estep 
Score: -20017060.000000 Penalty: 5973.444824
	Iteration 27Q: 3 clusters Score -2.001706e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -20017084.000000 Penalty: 5973.444824
	Iteration 28Q: 3 clusters Score -2.001708e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -20017112.000000 Penalty: 5973.444824
	Iteration 29Q: 3 clusters Score -2.001711e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 167405 members 
Entering Unmasked Estep 
Score: -20017104.000000 Penalty: 5973.444824
	Iteration 30Q: 3 clusters Score -2.00171e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 167514 members 
Entering Unmasked Estep 
Score: -20017064.000000 Penalty: 5973.444824
	Iteration 31Q: 3 clusters Score -2.001706e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -20017116.000000 Penalty: 5973.444824
	Iteration 32Q: 3 clusters Score -2.001712e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -20017112.000000 Penalty: 5973.444824
	Iteration 33Q: 3 clusters Score -2.001711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 167723 members 
Entering Unmasked Estep 
Score: -20017122.000000 Penalty: 5973.444824
	Iteration 34Q: 3 clusters Score -2.001712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -20017134.000000 Penalty: 5973.444824
	Iteration 35Q: 3 clusters Score -2.001713e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -20017054.000000 Penalty: 5973.444824
	Iteration 36Q: 3 clusters Score -2.001705e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -20017092.000000 Penalty: 5973.444824
	Iteration 37Q: 3 clusters Score -2.001709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -20017080.000000 Penalty: 5973.444824
	Iteration 38Q: 3 clusters Score -2.001708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 168001 members 
Entering Unmasked Estep 
Score: -20017072.000000 Penalty: 5973.444824
	Iteration 39Q: 3 clusters Score -2.001707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -20017092.000000 Penalty: 5973.444824
	Iteration 40F: 3 clusters Score -2.001709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 168084 members 
Entering Unmasked Estep 
Score: -20017126.000000 Penalty: 5973.444824
	Iteration 41Q: 3 clusters Score -2.001713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -20017156.000000 Penalty: 5973.444824
	Iteration 42Q: 3 clusters Score -2.001716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -20017160.000000 Penalty: 5973.444824
	Iteration 43Q: 3 clusters Score -2.001716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -20017164.000000 Penalty: 5973.444824
	Iteration 44Q: 3 clusters Score -2.001716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -20017186.000000 Penalty: 5973.444824
	Iteration 45Q: 3 clusters Score -2.001719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 168248 members 
Entering Unmasked Estep 
Score: -20017180.000000 Penalty: 5973.444824
	Iteration 46Q: 3 clusters Score -2.001718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 168276 members 
Entering Unmasked Estep 
Score: -20017188.000000 Penalty: 5973.444824
	Iteration 47Q: 3 clusters Score -2.001719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 168294 members 
Entering Unmasked Estep 
Score: -20017190.000000 Penalty: 5973.444824
	Iteration 48Q: 3 clusters Score -2.001719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -20017204.000000 Penalty: 5973.444824
	Iteration 49Q: 3 clusters Score -2.00172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 168327 members 
Entering Unmasked Estep 
Score: -20017206.000000 Penalty: 5973.444824
	Iteration 50Q: 3 clusters Score -2.001721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 168339 members 
Entering Unmasked Estep 
Score: -20017182.000000 Penalty: 5973.444824
	Iteration 51Q: 3 clusters Score -2.001718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -20017184.000000 Penalty: 5973.444824
	Iteration 52Q: 3 clusters Score -2.001718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 168365 members 
Entering Unmasked Estep 
Score: -20017158.000000 Penalty: 5973.444824
	Iteration 53Q: 3 clusters Score -2.001716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -20017154.000000 Penalty: 5973.444824
	Iteration 54Q: 3 clusters Score -2.001715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -20017162.000000 Penalty: 5973.444824
	Iteration 55Q: 3 clusters Score -2.001716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -20017170.000000 Penalty: 5973.444824
	Iteration 56Q: 3 clusters Score -2.001717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -20017174.000000 Penalty: 5973.444824
	Iteration 57Q: 3 clusters Score -2.001717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -20017176.000000 Penalty: 5973.444824
	Iteration 58Q: 3 clusters Score -2.001718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 168464 members 
Entering Unmasked Estep 
Score: -20017186.000000 Penalty: 5973.444824
	Iteration 59Q: 3 clusters Score -2.001719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -20017196.000000 Penalty: 5973.444824
	Iteration 60F: 3 clusters Score -2.00172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 168492 members 
Entering Unmasked Estep 
Score: -20017194.000000 Penalty: 5973.444824
	Iteration 61Q: 3 clusters Score -2.001719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 168509 members 
Entering Unmasked Estep 
Score: -20017196.000000 Penalty: 5973.444824
	Iteration 62Q: 3 clusters Score -2.00172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -20017212.000000 Penalty: 5973.444824
	Iteration 63Q: 3 clusters Score -2.001721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 168533 members 
Entering Unmasked Estep 
Score: -20017204.000000 Penalty: 5973.444824
	Iteration 64Q: 3 clusters Score -2.00172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -20017190.000000 Penalty: 5973.444824
	Iteration 65Q: 3 clusters Score -2.001719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 168543 members 
Entering Unmasked Estep 
Score: -20017182.000000 Penalty: 5973.444824
	Iteration 66Q: 3 clusters Score -2.001718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -20017190.000000 Penalty: 5973.444824
	Iteration 67Q: 3 clusters Score -2.001719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -20017198.000000 Penalty: 5973.444824
	Iteration 68Q: 3 clusters Score -2.00172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 168569 members 
Entering Unmasked Estep 
Score: -20017168.000000 Penalty: 5973.444824
	Iteration 69Q: 3 clusters Score -2.001717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -20017168.000000 Penalty: 5973.444824
	Iteration 70Q: 3 clusters Score -2.001717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 168580 members 
Entering Unmasked Estep 
Score: -20017180.000000 Penalty: 5973.444824
	Iteration 71Q: 3 clusters Score -2.001718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -20017188.000000 Penalty: 5973.444824
	Iteration 72Q: 3 clusters Score -2.001719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -20017184.000000 Penalty: 5973.444824
	Iteration 73Q: 3 clusters Score -2.001718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -20017182.000000 Penalty: 5973.444824
	Iteration 74Q: 3 clusters Score -2.001718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -20017182.000000 Penalty: 5973.444824
	Iteration 75Q: 3 clusters Score -2.001718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -20017192.000000 Penalty: 5973.444824
	Iteration 76Q: 3 clusters Score -2.001719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -20017186.000000 Penalty: 5973.444824
	Iteration 77Q: 3 clusters Score -2.001719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -20017206.000000 Penalty: 5973.444824
	Iteration 78Q: 3 clusters Score -2.001721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -20017190.000000 Penalty: 5973.444824
	Iteration 79Q: 3 clusters Score -2.001719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 168622 members 
Entering Unmasked Estep 
Score: -20017198.000000 Penalty: 5973.444824
	Iteration 80F: 3 clusters Score -2.00172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -20017212.000000 Penalty: 5973.444824
	Iteration 81Q: 3 clusters Score -2.001721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -20017200.000000 Penalty: 5973.444824
	Iteration 82Q: 3 clusters Score -2.00172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -20017212.000000 Penalty: 5973.444824
	Iteration 83Q: 3 clusters Score -2.001721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -20017218.000000 Penalty: 5973.444824
	Iteration 84Q: 3 clusters Score -2.001722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 168652 members 
Entering Unmasked Estep 
Score: -20017216.000000 Penalty: 5973.444824
	Iteration 85Q: 3 clusters Score -2.001722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -20017228.000000 Penalty: 5973.444824
	Iteration 86Q: 3 clusters Score -2.001723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -20017238.000000 Penalty: 5973.444824
	Iteration 87Q: 3 clusters Score -2.001724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -20017250.000000 Penalty: 5973.444824
	Iteration 88Q: 3 clusters Score -2.001725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -20017234.000000 Penalty: 5973.444824
	Iteration 89Q: 3 clusters Score -2.001723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20017232.000000 Penalty: 5973.444824
	Iteration 90Q: 3 clusters Score -2.001723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -20017252.000000 Penalty: 5973.444824
	Iteration 91Q: 3 clusters Score -2.001725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -20017222.000000 Penalty: 5973.444824
	Iteration 92Q: 3 clusters Score -2.001722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -20017234.000000 Penalty: 5973.444824
	Iteration 93Q: 3 clusters Score -2.001723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 168735 members 
Entering Unmasked Estep 
Score: -20017234.000000 Penalty: 5973.444824
	Iteration 94Q: 3 clusters Score -2.001723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 168741 members 
Entering Unmasked Estep 
Score: -20017230.000000 Penalty: 5973.444824
	Iteration 95Q: 3 clusters Score -2.001723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -20017230.000000 Penalty: 5973.444824
	Iteration 96Q: 3 clusters Score -2.001723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 168749 members 
Entering Unmasked Estep 
Score: -20017248.000000 Penalty: 5973.444824
	Iteration 97Q: 3 clusters Score -2.001725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168748 members 
Entering Unmasked Estep 
Score: -20017248.000000 Penalty: 5973.444824
	Iteration 98Q: 3 clusters Score -2.001725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -20017240.000000 Penalty: 5973.444824
	Iteration 99Q: 3 clusters Score -2.001724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -20017242.000000 Penalty: 5973.444824
	Iteration 100F: 3 clusters Score -2.001724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -20017246.000000 Penalty: 5973.444824
	Iteration 101Q: 3 clusters Score -2.001725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -20017264.000000 Penalty: 5973.444824
	Iteration 102Q: 3 clusters Score -2.001726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -20017264.000000 Penalty: 5973.444824
	Iteration 103F: 3 clusters Score -2.001726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Entering Unmasked Estep 
Score: -6663978.500000 Penalty: 2713.101074
	Iteration 0F: 2 clusters Score -6663978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6626065.000000 Penalty: 5426.202148
	Iteration 0F: 3 clusters Score -6626065 nChanged 26195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -6641807.500000 Penalty: 5426.202148
	Iteration 1F: 3 clusters Score -6641808 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -6643524.000000 Penalty: 5426.202148
	Iteration 2F: 3 clusters Score -6643524 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6645787.000000 Penalty: 5426.202148
	Iteration 3F: 3 clusters Score -6645787 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -6648655.500000 Penalty: 5426.202148
	Iteration 4F: 3 clusters Score -6648656 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -6651774.500000 Penalty: 5426.202148
	Iteration 5F: 3 clusters Score -6651774 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -6654915.000000 Penalty: 5426.202148
	Iteration 6F: 3 clusters Score -6654915 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -6657723.500000 Penalty: 5426.202148
	Iteration 7F: 3 clusters Score -6657724 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -6659952.000000 Penalty: 5426.202148
	Iteration 8Q: 3 clusters Score -6659952 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6661397.500000 Penalty: 5426.202148
	Iteration 9Q: 3 clusters Score -6661398 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6662222.000000 Penalty: 5426.202148
	Iteration 10Q: 3 clusters Score -6662222 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6662663.500000 Penalty: 5426.202148
	Iteration 11Q: 3 clusters Score -6662664 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6662890.000000 Penalty: 5426.202148
	Iteration 12Q: 3 clusters Score -6662890 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6663031.000000 Penalty: 5426.202148
	Iteration 13Q: 3 clusters Score -6663031 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -6663119.000000 Penalty: 5426.202148
	Iteration 14Q: 3 clusters Score -6663119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6663186.500000 Penalty: 5426.202148
	Iteration 15Q: 3 clusters Score -6663186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6663219.000000 Penalty: 5426.202148
	Iteration 16Q: 3 clusters Score -6663219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6663249.000000 Penalty: 5426.202148
	Iteration 17Q: 3 clusters Score -6663249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6663261.500000 Penalty: 5426.202148
	Iteration 18Q: 3 clusters Score -6663262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6663282.000000 Penalty: 5426.202148
	Iteration 19Q: 3 clusters Score -6663282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6663289.000000 Penalty: 5426.202148
	Iteration 20F: 3 clusters Score -6663289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6663306.500000 Penalty: 5426.202148
	Iteration 21Q: 3 clusters Score -6663306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6663311.000000 Penalty: 5426.202148
	Iteration 22Q: 3 clusters Score -6663311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6663310.500000 Penalty: 5426.202148
	Iteration 23Q: 3 clusters Score -6663310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6663317.500000 Penalty: 5426.202148
	Iteration 24Q: 3 clusters Score -6663318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6663314.500000 Penalty: 5426.202148
	Iteration 25Q: 3 clusters Score -6663314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6663314.000000 Penalty: 5426.202148
	Iteration 26Q: 3 clusters Score -6663314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6663322.000000 Penalty: 5426.202148
	Iteration 27Q: 3 clusters Score -6663322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6663314.500000 Penalty: 5426.202148
	Iteration 28Q: 3 clusters Score -6663314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6663314.500000 Penalty: 5426.202148
	Iteration 29F: 3 clusters Score -6663314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Entering Unmasked Estep 
Score: -9601863.000000 Penalty: 2802.260010
	Iteration 0F: 2 clusters Score -9601863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -9547624.000000 Penalty: 5604.520020
	Iteration 0F: 3 clusters Score -9547624 nChanged 38016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -9569152.000000 Penalty: 5604.520020
	Iteration 1F: 3 clusters Score -9569152 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -9569796.000000 Penalty: 5604.520020
	Iteration 2Q: 3 clusters Score -9569796 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -9570679.000000 Penalty: 5604.520020
	Iteration 3Q: 3 clusters Score -9570679 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -9572120.000000 Penalty: 5604.520020
	Iteration 4Q: 3 clusters Score -9572120 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9574276.000000 Penalty: 5604.520020
	Iteration 5F: 3 clusters Score -9574276 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -9577978.000000 Penalty: 5604.520020
	Iteration 6F: 3 clusters Score -9577978 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -9583221.000000 Penalty: 5604.520020
	Iteration 7F: 3 clusters Score -9583221 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9589405.000000 Penalty: 5604.520020
	Iteration 8F: 3 clusters Score -9589405 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -9594646.000000 Penalty: 5604.520020
	Iteration 9F: 3 clusters Score -9594646 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -9597595.000000 Penalty: 5604.520020
	Iteration 10Q: 3 clusters Score -9597595 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -9598688.000000 Penalty: 5604.520020
	Iteration 11Q: 3 clusters Score -9598688 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -9599104.000000 Penalty: 5604.520020
	Iteration 12Q: 3 clusters Score -9599104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -9599227.000000 Penalty: 5604.520020
	Iteration 13Q: 3 clusters Score -9599227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -9599280.000000 Penalty: 5604.520020
	Iteration 14Q: 3 clusters Score -9599280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -9599308.000000 Penalty: 5604.520020
	Iteration 15Q: 3 clusters Score -9599308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -9599333.000000 Penalty: 5604.520020
	Iteration 16Q: 3 clusters Score -9599333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -9599343.000000 Penalty: 5604.520020
	Iteration 17Q: 3 clusters Score -9599343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -9599354.000000 Penalty: 5604.520020
	Iteration 18Q: 3 clusters Score -9599354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -9599364.000000 Penalty: 5604.520020
	Iteration 19Q: 3 clusters Score -9599364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -9599367.000000 Penalty: 5604.520020
	Iteration 20F: 3 clusters Score -9599367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -9599365.000000 Penalty: 5604.520020
	Iteration 21Q: 3 clusters Score -9599365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -9599365.000000 Penalty: 5604.520020
	Iteration 22Q: 3 clusters Score -9599365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -9599378.000000 Penalty: 5604.520020
	Iteration 23Q: 3 clusters Score -9599378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -9599384.000000 Penalty: 5604.520020
	Iteration 24Q: 3 clusters Score -9599384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -9599395.000000 Penalty: 5604.520020
	Iteration 25Q: 3 clusters Score -9599395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -9599397.000000 Penalty: 5604.520020
	Iteration 26Q: 3 clusters Score -9599397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -9599403.000000 Penalty: 5604.520020
	Iteration 27Q: 3 clusters Score -9599403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -9599407.000000 Penalty: 5604.520020
	Iteration 28Q: 3 clusters Score -9599407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -9599401.000000 Penalty: 5604.520020
	Iteration 29Q: 3 clusters Score -9599401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -9599401.000000 Penalty: 5604.520020
	Iteration 30F: 3 clusters Score -9599401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Entering Unmasked Estep 
Score: -8315832.500000 Penalty: 2766.452393
	Iteration 0F: 2 clusters Score -8315832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -8268603.000000 Penalty: 5532.904785
	Iteration 0F: 3 clusters Score -8268603 nChanged 32930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8287172.000000 Penalty: 5532.904785
	Iteration 1F: 3 clusters Score -8287172 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -8287802.500000 Penalty: 5532.904785
	Iteration 2Q: 3 clusters Score -8287802 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8288438.000000 Penalty: 5532.904785
	Iteration 3Q: 3 clusters Score -8288438 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -8289274.500000 Penalty: 5532.904785
	Iteration 4Q: 3 clusters Score -8289274 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8290312.500000 Penalty: 5532.904785
	Iteration 5Q: 3 clusters Score -8290312 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8291617.000000 Penalty: 5532.904785
	Iteration 6Q: 3 clusters Score -8291617 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -8293447.500000 Penalty: 5532.904785
	Iteration 7Q: 3 clusters Score -8293448 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8295797.000000 Penalty: 5532.904785
	Iteration 8F: 3 clusters Score -8295797 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -8298860.000000 Penalty: 5532.904785
	Iteration 9F: 3 clusters Score -8298860 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8302271.500000 Penalty: 5532.904785
	Iteration 10F: 3 clusters Score -8302272 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -8304814.000000 Penalty: 5532.904785
	Iteration 11F: 3 clusters Score -8304814 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -8306070.000000 Penalty: 5532.904785
	Iteration 12Q: 3 clusters Score -8306070 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -8306722.000000 Penalty: 5532.904785
	Iteration 13Q: 3 clusters Score -8306722 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -8307144.000000 Penalty: 5532.904785
	Iteration 14Q: 3 clusters Score -8307144 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -8307457.000000 Penalty: 5532.904785
	Iteration 15Q: 3 clusters Score -8307457 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -8307806.500000 Penalty: 5532.904785
	Iteration 16Q: 3 clusters Score -8307806 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -8308057.500000 Penalty: 5532.904785
	Iteration 17Q: 3 clusters Score -8308058 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -8308271.000000 Penalty: 5532.904785
	Iteration 18Q: 3 clusters Score -8308271 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -8308413.500000 Penalty: 5532.904785
	Iteration 19Q: 3 clusters Score -8308414 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -8308608.500000 Penalty: 5532.904785
	Iteration 20F: 3 clusters Score -8308608 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -8308731.000000 Penalty: 5532.904785
	Iteration 21Q: 3 clusters Score -8308731 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -8308909.000000 Penalty: 5532.904785
	Iteration 22Q: 3 clusters Score -8308909 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8309068.500000 Penalty: 5532.904785
	Iteration 23Q: 3 clusters Score -8309068 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8309231.000000 Penalty: 5532.904785
	Iteration 24Q: 3 clusters Score -8309231 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -8309350.000000 Penalty: 5532.904785
	Iteration 25Q: 3 clusters Score -8309350 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8309431.000000 Penalty: 5532.904785
	Iteration 26Q: 3 clusters Score -8309431 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -8309559.500000 Penalty: 5532.904785
	Iteration 27Q: 3 clusters Score -8309560 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -8309677.000000 Penalty: 5532.904785
	Iteration 28Q: 3 clusters Score -8309677 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8309774.500000 Penalty: 5532.904785
	Iteration 29Q: 3 clusters Score -8309774 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -8309903.000000 Penalty: 5532.904785
	Iteration 30Q: 3 clusters Score -8309903 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -8309998.000000 Penalty: 5532.904785
	Iteration 31Q: 3 clusters Score -8309998 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -8310105.000000 Penalty: 5532.904785
	Iteration 32Q: 3 clusters Score -8310105 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -8310219.000000 Penalty: 5532.904785
	Iteration 33Q: 3 clusters Score -8310219 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8310328.500000 Penalty: 5532.904785
	Iteration 34Q: 3 clusters Score -8310328 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -8310393.500000 Penalty: 5532.904785
	Iteration 35Q: 3 clusters Score -8310394 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8310475.500000 Penalty: 5532.904785
	Iteration 36Q: 3 clusters Score -8310476 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -8310613.000000 Penalty: 5532.904785
	Iteration 37Q: 3 clusters Score -8310613 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -8310690.000000 Penalty: 5532.904785
	Iteration 38Q: 3 clusters Score -8310690 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -8310830.000000 Penalty: 5532.904785
	Iteration 39Q: 3 clusters Score -8310830 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -8311026.000000 Penalty: 5532.904785
	Iteration 40F: 3 clusters Score -8311026 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -8311163.000000 Penalty: 5532.904785
	Iteration 41Q: 3 clusters Score -8311163 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -8311339.500000 Penalty: 5532.904785
	Iteration 42Q: 3 clusters Score -8311340 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8311489.500000 Penalty: 5532.904785
	Iteration 43Q: 3 clusters Score -8311490 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -8311681.500000 Penalty: 5532.904785
	Iteration 44Q: 3 clusters Score -8311682 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -8311835.500000 Penalty: 5532.904785
	Iteration 45Q: 3 clusters Score -8311836 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -8311998.500000 Penalty: 5532.904785
	Iteration 46Q: 3 clusters Score -8311998 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -8312130.000000 Penalty: 5532.904785
	Iteration 47Q: 3 clusters Score -8312130 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -8312289.000000 Penalty: 5532.904785
	Iteration 48Q: 3 clusters Score -8312289 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8312383.500000 Penalty: 5532.904785
	Iteration 49Q: 3 clusters Score -8312384 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8312504.500000 Penalty: 5532.904785
	Iteration 50Q: 3 clusters Score -8312504 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -8312640.500000 Penalty: 5532.904785
	Iteration 51Q: 3 clusters Score -8312640 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8312767.000000 Penalty: 5532.904785
	Iteration 52Q: 3 clusters Score -8312767 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -8312875.500000 Penalty: 5532.904785
	Iteration 53Q: 3 clusters Score -8312876 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8312957.000000 Penalty: 5532.904785
	Iteration 54Q: 3 clusters Score -8312957 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8313039.000000 Penalty: 5532.904785
	Iteration 55Q: 3 clusters Score -8313039 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8313100.500000 Penalty: 5532.904785
	Iteration 56Q: 3 clusters Score -8313100 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8313172.500000 Penalty: 5532.904785
	Iteration 57Q: 3 clusters Score -8313172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8313268.500000 Penalty: 5532.904785
	Iteration 58Q: 3 clusters Score -8313268 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8313335.500000 Penalty: 5532.904785
	Iteration 59Q: 3 clusters Score -8313336 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8313355.000000 Penalty: 5532.904785
	Iteration 60F: 3 clusters Score -8313355 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -8313417.000000 Penalty: 5532.904785
	Iteration 61Q: 3 clusters Score -8313417 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8313480.500000 Penalty: 5532.904785
	Iteration 62Q: 3 clusters Score -8313480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8313557.500000 Penalty: 5532.904785
	Iteration 63Q: 3 clusters Score -8313558 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8313580.500000 Penalty: 5532.904785
	Iteration 64Q: 3 clusters Score -8313580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8313631.000000 Penalty: 5532.904785
	Iteration 65Q: 3 clusters Score -8313631 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8313695.000000 Penalty: 5532.904785
	Iteration 66Q: 3 clusters Score -8313695 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8313726.000000 Penalty: 5532.904785
	Iteration 67Q: 3 clusters Score -8313726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8313759.500000 Penalty: 5532.904785
	Iteration 68Q: 3 clusters Score -8313760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8313782.500000 Penalty: 5532.904785
	Iteration 69Q: 3 clusters Score -8313782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8313833.500000 Penalty: 5532.904785
	Iteration 70Q: 3 clusters Score -8313834 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8313855.500000 Penalty: 5532.904785
	Iteration 71Q: 3 clusters Score -8313856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8313885.000000 Penalty: 5532.904785
	Iteration 72Q: 3 clusters Score -8313885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8313890.500000 Penalty: 5532.904785
	Iteration 73Q: 3 clusters Score -8313890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8313905.000000 Penalty: 5532.904785
	Iteration 74Q: 3 clusters Score -8313905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8313920.000000 Penalty: 5532.904785
	Iteration 75Q: 3 clusters Score -8313920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8313915.000000 Penalty: 5532.904785
	Iteration 76Q: 3 clusters Score -8313915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8313925.000000 Penalty: 5532.904785
	Iteration 77Q: 3 clusters Score -8313925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8313935.500000 Penalty: 5532.904785
	Iteration 78Q: 3 clusters Score -8313936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8313957.500000 Penalty: 5532.904785
	Iteration 79Q: 3 clusters Score -8313958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8313958.000000 Penalty: 5532.904785
	Iteration 80F: 3 clusters Score -8313958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8313952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8313964.500000 Penalty: 5532.904785
	Iteration 82Q: 3 clusters Score -8313964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8313970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8313976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8313996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8313986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8313994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8313988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8313990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8313988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8314002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8314016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8314018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8314026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8314025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8314024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8314031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8314021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8314024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8314024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38860 members 
Mstep: Class 5 contains 140839 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 183366 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171166 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 61943 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 169946 members 
Mstep: Class 16 contains 56383 members 
Mstep: Class 17 contains 80776 members 
Mstep: Class 19 contains 69916 members 
Entering Unmasked Estep 
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Iteration 319Q: 19 clusters Score -1.180591e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 38938 members 
Mstep: Class 5 contains 141447 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 183288 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 171061 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 61887 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 169667 members 
Mstep: Class 16 contains 56403 members 
Mstep: Class 17 contains 80692 members 
Mstep: Class 19 contains 69824 members 
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Iteration 320F: 19 clusters Score -1.180591e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39023 members 
Mstep: Class 5 contains 142092 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 183213 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170960 members 
Mstep: Class 12 contains 6420 members 
Mstep: Class 13 contains 61827 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 169391 members 
Mstep: Class 16 contains 56414 members 
Mstep: Class 17 contains 80597 members 
Mstep: Class 19 contains 69701 members 
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Iteration 321Q: 19 clusters Score -1.180592e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39097 members 
Mstep: Class 5 contains 142738 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 183129 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170847 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 61776 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 169127 members 
Mstep: Class 16 contains 56424 members 
Mstep: Class 17 contains 80494 members 
Mstep: Class 19 contains 69592 members 
Entering Unmasked Estep 
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Iteration 322Q: 19 clusters Score -1.180596e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39163 members 
Mstep: Class 5 contains 143360 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 183070 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170731 members 
Mstep: Class 12 contains 6413 members 
Mstep: Class 13 contains 61718 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 168887 members 
Mstep: Class 16 contains 56437 members 
Mstep: Class 17 contains 80397 members 
Mstep: Class 19 contains 69467 members 
Entering Unmasked Estep 
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Iteration 323Q: 19 clusters Score -1.180597e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39230 members 
Mstep: Class 5 contains 143977 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 182994 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170603 members 
Mstep: Class 12 contains 6408 members 
Mstep: Class 13 contains 61654 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 168682 members 
Mstep: Class 16 contains 56448 members 
Mstep: Class 17 contains 80308 members 
Mstep: Class 19 contains 69346 members 
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Iteration 324Q: 19 clusters Score -1.180598e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39308 members 
Mstep: Class 5 contains 144590 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 182922 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170495 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 61576 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 168450 members 
Mstep: Class 16 contains 56466 members 
Mstep: Class 17 contains 80234 members 
Mstep: Class 19 contains 69209 members 
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Iteration 325Q: 19 clusters Score -1.1806e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39382 members 
Mstep: Class 5 contains 145227 members 
Mstep: Class 6 contains 275 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 182857 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170400 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 61503 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 168179 members 
Mstep: Class 16 contains 56484 members 
Mstep: Class 17 contains 80151 members 
Mstep: Class 19 contains 69080 members 
Entering Unmasked Estep 
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Iteration 326Q: 19 clusters Score -1.180602e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39442 members 
Mstep: Class 5 contains 145914 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182802 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170280 members 
Mstep: Class 12 contains 6398 members 
Mstep: Class 13 contains 61435 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 167890 members 
Mstep: Class 16 contains 56499 members 
Mstep: Class 17 contains 80064 members 
Mstep: Class 19 contains 68938 members 
Entering Unmasked Estep 
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Iteration 327Q: 19 clusters Score -1.180603e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 146578 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182737 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170170 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 167604 members 
Mstep: Class 16 contains 56510 members 
Mstep: Class 17 contains 79977 members 
Mstep: Class 19 contains 68811 members 
Entering Unmasked Estep 
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Iteration 328Q: 19 clusters Score -1.180604e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39559 members 
Mstep: Class 5 contains 147259 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182672 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 170061 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 61352 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 167301 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 79888 members 
Mstep: Class 19 contains 68668 members 
Entering Unmasked Estep 
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Iteration 329Q: 19 clusters Score -1.180605e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39597 members 
Mstep: Class 5 contains 147962 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 182587 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169952 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 61298 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 167018 members 
Mstep: Class 16 contains 56546 members 
Mstep: Class 17 contains 79807 members 
Mstep: Class 19 contains 68528 members 
Entering Unmasked Estep 
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Iteration 330Q: 19 clusters Score -1.180605e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39641 members 
Mstep: Class 5 contains 148637 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 182522 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169837 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 61246 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 166740 members 
Mstep: Class 16 contains 56557 members 
Mstep: Class 17 contains 79709 members 
Mstep: Class 19 contains 68408 members 
Entering Unmasked Estep 
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Iteration 331Q: 19 clusters Score -1.180603e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39679 members 
Mstep: Class 5 contains 149364 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 182427 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169707 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 61194 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 166437 members 
Mstep: Class 16 contains 56572 members 
Mstep: Class 17 contains 79610 members 
Mstep: Class 19 contains 68305 members 
Entering Unmasked Estep 
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Iteration 332Q: 19 clusters Score -1.180605e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 39704 members 
Mstep: Class 5 contains 150119 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182324 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169576 members 
Mstep: Class 12 contains 6364 members 
Mstep: Class 13 contains 61146 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 166166 members 
Mstep: Class 16 contains 56580 members 
Mstep: Class 17 contains 79501 members 
Mstep: Class 19 contains 68188 members 
Entering Unmasked Estep 
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Iteration 333Q: 19 clusters Score -1.180608e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 39731 members 
Mstep: Class 5 contains 150867 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182236 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169426 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 61082 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 165895 members 
Mstep: Class 16 contains 56589 members 
Mstep: Class 17 contains 79409 members 
Mstep: Class 19 contains 68084 members 
Entering Unmasked Estep 
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Iteration 334Q: 19 clusters Score -1.180607e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 39760 members 
Mstep: Class 5 contains 151709 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 182123 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169280 members 
Mstep: Class 12 contains 6352 members 
Mstep: Class 13 contains 61014 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 165561 members 
Mstep: Class 16 contains 56600 members 
Mstep: Class 17 contains 79316 members 
Mstep: Class 19 contains 67973 members 
Entering Unmasked Estep 
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Iteration 335Q: 19 clusters Score -1.180612e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 39787 members 
Mstep: Class 5 contains 152521 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3540 members 
Mstep: Class 8 contains 182030 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 169126 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 60950 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 165218 members 
Mstep: Class 16 contains 56619 members 
Mstep: Class 17 contains 79234 members 
Mstep: Class 19 contains 67865 members 
Entering Unmasked Estep 
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Iteration 336Q: 19 clusters Score -1.180613e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 39834 members 
Mstep: Class 5 contains 153297 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 181959 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168993 members 
Mstep: Class 12 contains 6341 members 
Mstep: Class 13 contains 60901 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 164864 members 
Mstep: Class 16 contains 56640 members 
Mstep: Class 17 contains 79131 members 
Mstep: Class 19 contains 67743 members 
Entering Unmasked Estep 
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Iteration 337Q: 19 clusters Score -1.180614e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 39875 members 
Mstep: Class 5 contains 154185 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 181855 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168817 members 
Mstep: Class 12 contains 6340 members 
Mstep: Class 13 contains 60812 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 164491 members 
Mstep: Class 16 contains 56662 members 
Mstep: Class 17 contains 79039 members 
Mstep: Class 19 contains 67638 members 
Entering Unmasked Estep 
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Iteration 338Q: 19 clusters Score -1.180614e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 39932 members 
Mstep: Class 5 contains 155090 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 181759 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168635 members 
Mstep: Class 12 contains 6335 members 
Mstep: Class 13 contains 60702 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 164086 members 
Mstep: Class 16 contains 56687 members 
Mstep: Class 17 contains 78966 members 
Mstep: Class 19 contains 67531 members 
Entering Unmasked Estep 
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Iteration 339Q: 19 clusters Score -1.180618e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 39985 members 
Mstep: Class 5 contains 156017 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 181678 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168436 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 60592 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 163668 members 
Mstep: Class 16 contains 56715 members 
Mstep: Class 17 contains 78882 members 
Mstep: Class 19 contains 67430 members 
Entering Unmasked Estep 
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Iteration 340F: 19 clusters Score -1.180618e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 40027 members 
Mstep: Class 5 contains 157001 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 181552 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168254 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 60470 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 163252 members 
Mstep: Class 16 contains 56730 members 
Mstep: Class 17 contains 78808 members 
Mstep: Class 19 contains 67334 members 
Entering Unmasked Estep 
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Iteration 341Q: 19 clusters Score -1.18062e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 40082 members 
Mstep: Class 5 contains 158003 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 181420 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 168080 members 
Mstep: Class 12 contains 6316 members 
Mstep: Class 13 contains 60344 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 162806 members 
Mstep: Class 16 contains 56763 members 
Mstep: Class 17 contains 78725 members 
Mstep: Class 19 contains 67222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062192.000000 Penalty: 61757.199219
Iteration 342Q: 19 clusters Score -1.180622e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 40145 members 
Mstep: Class 5 contains 159018 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 181233 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167930 members 
Mstep: Class 12 contains 6313 members 
Mstep: Class 13 contains 60228 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 162376 members 
Mstep: Class 16 contains 56791 members 
Mstep: Class 17 contains 78643 members 
Mstep: Class 19 contains 67097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062344.000000 Penalty: 61757.199219
Iteration 343Q: 19 clusters Score -1.180623e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 160069 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 181106 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167758 members 
Mstep: Class 12 contains 6312 members 
Mstep: Class 13 contains 60071 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 161946 members 
Mstep: Class 16 contains 56804 members 
Mstep: Class 17 contains 78545 members 
Mstep: Class 19 contains 66976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062536.000000 Penalty: 61757.199219
Iteration 344Q: 19 clusters Score -1.180625e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 40260 members 
Mstep: Class 5 contains 161104 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 180977 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167586 members 
Mstep: Class 12 contains 6306 members 
Mstep: Class 13 contains 59908 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 161541 members 
Mstep: Class 16 contains 56830 members 
Mstep: Class 17 contains 78426 members 
Mstep: Class 19 contains 66864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062744.000000 Penalty: 61757.199219
Iteration 345Q: 19 clusters Score -1.180627e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 40347 members 
Mstep: Class 5 contains 162117 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 180854 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167441 members 
Mstep: Class 12 contains 6301 members 
Mstep: Class 13 contains 59726 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 161143 members 
Mstep: Class 16 contains 56846 members 
Mstep: Class 17 contains 78320 members 
Mstep: Class 19 contains 66725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 61757.199219
Iteration 346Q: 19 clusters Score -1.180632e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 40445 members 
Mstep: Class 5 contains 163112 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 180711 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167307 members 
Mstep: Class 12 contains 6298 members 
Mstep: Class 13 contains 59555 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 160730 members 
Mstep: Class 16 contains 56871 members 
Mstep: Class 17 contains 78222 members 
Mstep: Class 19 contains 66592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 61757.199219
Iteration 347Q: 19 clusters Score -1.180632e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 40532 members 
Mstep: Class 5 contains 164074 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 180580 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167179 members 
Mstep: Class 12 contains 6295 members 
Mstep: Class 13 contains 59350 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 160353 members 
Mstep: Class 16 contains 56892 members 
Mstep: Class 17 contains 78157 members 
Mstep: Class 19 contains 66452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063024.000000 Penalty: 61757.199219
Iteration 348Q: 19 clusters Score -1.18063e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 40621 members 
Mstep: Class 5 contains 164988 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 180463 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 167037 members 
Mstep: Class 12 contains 6292 members 
Mstep: Class 13 contains 59134 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 160034 members 
Mstep: Class 16 contains 56910 members 
Mstep: Class 17 contains 78081 members 
Mstep: Class 19 contains 66318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063176.000000 Penalty: 61757.199219
Iteration 349Q: 19 clusters Score -1.180632e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 40689 members 
Mstep: Class 5 contains 165907 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 180351 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166890 members 
Mstep: Class 12 contains 6290 members 
Mstep: Class 13 contains 58930 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 159746 members 
Mstep: Class 16 contains 56931 members 
Mstep: Class 17 contains 77982 members 
Mstep: Class 19 contains 66171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063320.000000 Penalty: 61757.199219
Iteration 350Q: 19 clusters Score -1.180633e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 40769 members 
Mstep: Class 5 contains 166846 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 180242 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166754 members 
Mstep: Class 12 contains 6288 members 
Mstep: Class 13 contains 58717 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 159388 members 
Mstep: Class 16 contains 56957 members 
Mstep: Class 17 contains 77914 members 
Mstep: Class 19 contains 66029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063264.000000 Penalty: 61757.199219
Iteration 351Q: 19 clusters Score -1.180633e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 40851 members 
Mstep: Class 5 contains 167705 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 180156 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166651 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 58497 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 159046 members 
Mstep: Class 16 contains 56969 members 
Mstep: Class 17 contains 77852 members 
Mstep: Class 19 contains 65908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063320.000000 Penalty: 61757.199219
Iteration 352Q: 19 clusters Score -1.180633e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 168486 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 180095 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166549 members 
Mstep: Class 12 contains 6282 members 
Mstep: Class 13 contains 58285 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 158713 members 
Mstep: Class 16 contains 56974 members 
Mstep: Class 17 contains 77810 members 
Mstep: Class 19 contains 65769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063824.000000 Penalty: 61757.199219
Iteration 353Q: 19 clusters Score -1.180638e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41044 members 
Mstep: Class 5 contains 169350 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3502 members 
Mstep: Class 8 contains 180025 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166414 members 
Mstep: Class 12 contains 6281 members 
Mstep: Class 13 contains 58063 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 158412 members 
Mstep: Class 16 contains 56983 members 
Mstep: Class 17 contains 77757 members 
Mstep: Class 19 contains 65613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063936.000000 Penalty: 61757.199219
Iteration 354Q: 19 clusters Score -1.180639e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41110 members 
Mstep: Class 5 contains 170152 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3501 members 
Mstep: Class 8 contains 179961 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166282 members 
Mstep: Class 12 contains 6281 members 
Mstep: Class 13 contains 57834 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 158151 members 
Mstep: Class 16 contains 56999 members 
Mstep: Class 17 contains 77722 members 
Mstep: Class 19 contains 65461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064000.000000 Penalty: 61757.199219
Iteration 355Q: 19 clusters Score -1.18064e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41170 members 
Mstep: Class 5 contains 170925 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 179885 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166171 members 
Mstep: Class 12 contains 6280 members 
Mstep: Class 13 contains 57586 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 157931 members 
Mstep: Class 16 contains 57000 members 
Mstep: Class 17 contains 77674 members 
Mstep: Class 19 contains 65340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064264.000000 Penalty: 61757.199219
Iteration 356Q: 19 clusters Score -1.180643e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41234 members 
Mstep: Class 5 contains 171657 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3496 members 
Mstep: Class 8 contains 179824 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166093 members 
Mstep: Class 12 contains 6273 members 
Mstep: Class 13 contains 57344 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 157677 members 
Mstep: Class 16 contains 57022 members 
Mstep: Class 17 contains 77635 members 
Mstep: Class 19 contains 65224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064200.000000 Penalty: 61757.199219
Iteration 357Q: 19 clusters Score -1.180642e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41273 members 
Mstep: Class 5 contains 172400 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3491 members 
Mstep: Class 8 contains 179796 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166036 members 
Mstep: Class 12 contains 6268 members 
Mstep: Class 13 contains 57085 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 157423 members 
Mstep: Class 16 contains 57049 members 
Mstep: Class 17 contains 77584 members 
Mstep: Class 19 contains 65093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064184.000000 Penalty: 61757.199219
Iteration 358Q: 19 clusters Score -1.180642e+08 nChanged 2140
Entering ConstructFrom: 
Score: -118064184.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Entering Unmasked Estep 
Score: -2260377.500000 Penalty: 2448.472656
	Iteration 0F: 2 clusters Score -2260378 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 9787 members 
Entering Unmasked Estep 
Score: -2246518.750000 Penalty: 4896.945312
	Iteration 0F: 3 clusters Score -2246519 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2251050.250000 Penalty: 4896.945312
	Iteration 1F: 3 clusters Score -2251050 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2251436.750000 Penalty: 4896.945312
	Iteration 2F: 3 clusters Score -2251437 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2251783.250000 Penalty: 4896.945312
	Iteration 3Q: 3 clusters Score -2251783 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2252113.750000 Penalty: 4896.945312
	Iteration 4Q: 3 clusters Score -2252114 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2252520.000000 Penalty: 4896.945312
	Iteration 5Q: 3 clusters Score -2252520 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2253122.000000 Penalty: 4896.945312
	Iteration 6F: 3 clusters Score -2253122 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2254023.500000 Penalty: 4896.945312
	Iteration 7F: 3 clusters Score -2254024 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2255149.750000 Penalty: 4896.945312
	Iteration 8F: 3 clusters Score -2255150 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2256349.250000 Penalty: 4896.945312
	Iteration 9F: 3 clusters Score -2256349 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2257372.000000 Penalty: 4896.945312
	Iteration 10F: 3 clusters Score -2257372 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2258165.250000 Penalty: 4896.945312
	Iteration 11Q: 3 clusters Score -2258165 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2258666.000000 Penalty: 4896.945312
	Iteration 12Q: 3 clusters Score -2258666 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2258898.000000 Penalty: 4896.945312
	Iteration 13Q: 3 clusters Score -2258898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2259001.250000 Penalty: 4896.945312
	Iteration 14Q: 3 clusters Score -2259001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2259060.250000 Penalty: 4896.945312
	Iteration 15Q: 3 clusters Score -2259060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2259087.250000 Penalty: 4896.945312
	Iteration 16Q: 3 clusters Score -2259087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2259087.750000 Penalty: 4896.945312
	Iteration 17Q: 3 clusters Score -2259088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2259088.500000 Penalty: 4896.945312
	Iteration 18Q: 3 clusters Score -2259088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2259094.000000 Penalty: 4896.945312
	Iteration 19Q: 3 clusters Score -2259094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2259094.000000 Penalty: 4896.945312
	Iteration 20F: 3 clusters Score -2259094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2259092.000000 Penalty: 4896.945312
	Iteration 21Q: 3 clusters Score -2259092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2259091.000000 Penalty: 4896.945312
	Iteration 22Q: 3 clusters Score -2259091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2259091.250000 Penalty: 4896.945312
	Iteration 23Q: 3 clusters Score -2259091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2259091.500000 Penalty: 4896.945312
	Iteration 24Q: 3 clusters Score -2259092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2259091.000000 Penalty: 4896.945312
	Iteration 25Q: 3 clusters Score -2259091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2259094.000000 Penalty: 4896.945312
	Iteration 26Q: 3 clusters Score -2259094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2259093.500000 Penalty: 4896.945312
	Iteration 27Q: 3 clusters Score -2259094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2259093.500000 Penalty: 4896.945312
	Iteration 28F: 3 clusters Score -2259094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -989290.312500 Penalty: 2243.655518
	Iteration 0F: 2 clusters Score -989290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -982563.687500 Penalty: 4487.311035
	Iteration 0F: 3 clusters Score -982563.7 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -984402.687500 Penalty: 4487.311035
	Iteration 1F: 3 clusters Score -984402.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -984646.625000 Penalty: 4487.311035
	Iteration 2F: 3 clusters Score -984646.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -984817.125000 Penalty: 4487.311035
	Iteration 3F: 3 clusters Score -984817.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -984951.750000 Penalty: 4487.311035
	Iteration 4Q: 3 clusters Score -984951.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -985052.375000 Penalty: 4487.311035
	Iteration 5Q: 3 clusters Score -985052.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -985138.812500 Penalty: 4487.311035
	Iteration 6Q: 3 clusters Score -985138.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -985224.375000 Penalty: 4487.311035
	Iteration 7Q: 3 clusters Score -985224.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -985300.375000 Penalty: 4487.311035
	Iteration 8Q: 3 clusters Score -985300.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -985351.625000 Penalty: 4487.311035
	Iteration 9Q: 3 clusters Score -985351.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -985406.250000 Penalty: 4487.311035
	Iteration 10Q: 3 clusters Score -985406.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -985460.125000 Penalty: 4487.311035
	Iteration 11Q: 3 clusters Score -985460.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -985513.812500 Penalty: 4487.311035
	Iteration 12Q: 3 clusters Score -985513.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -985572.562500 Penalty: 4487.311035
	Iteration 13Q: 3 clusters Score -985572.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -985645.812500 Penalty: 4487.311035
	Iteration 14Q: 3 clusters Score -985645.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -985734.687500 Penalty: 4487.311035
	Iteration 15Q: 3 clusters Score -985734.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -985844.062500 Penalty: 4487.311035
	Iteration 16Q: 3 clusters Score -985844.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -985959.625000 Penalty: 4487.311035
	Iteration 17Q: 3 clusters Score -985959.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -986089.937500 Penalty: 4487.311035
	Iteration 18Q: 3 clusters Score -986089.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -986222.687500 Penalty: 4487.311035
	Iteration 19Q: 3 clusters Score -986222.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -986367.250000 Penalty: 4487.311035
	Iteration 20F: 3 clusters Score -986367.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -986484.562500 Penalty: 4487.311035
	Iteration 21Q: 3 clusters Score -986484.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -986575.000000 Penalty: 4487.311035
	Iteration 22Q: 3 clusters Score -986575 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -986652.062500 Penalty: 4487.311035
	Iteration 23Q: 3 clusters Score -986652.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -986733.062500 Penalty: 4487.311035
	Iteration 24Q: 3 clusters Score -986733.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -986784.875000 Penalty: 4487.311035
	Iteration 25Q: 3 clusters Score -986784.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -986823.375000 Penalty: 4487.311035
	Iteration 26Q: 3 clusters Score -986823.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -986868.312500 Penalty: 4487.311035
	Iteration 27Q: 3 clusters Score -986868.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -986893.937500 Penalty: 4487.311035
	Iteration 28Q: 3 clusters Score -986893.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -986922.562500 Penalty: 4487.311035
	Iteration 29Q: 3 clusters Score -986922.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -986944.687500 Penalty: 4487.311035
	Iteration 30Q: 3 clusters Score -986944.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -986971.375000 Penalty: 4487.311035
	Iteration 31Q: 3 clusters Score -986971.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -987007.437500 Penalty: 4487.311035
	Iteration 32Q: 3 clusters Score -987007.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -987043.125000 Penalty: 4487.311035
	Iteration 33Q: 3 clusters Score -987043.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -987073.937500 Penalty: 4487.311035
	Iteration 34Q: 3 clusters Score -987073.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -987104.625000 Penalty: 4487.311035
	Iteration 35Q: 3 clusters Score -987104.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -987125.125000 Penalty: 4487.311035
	Iteration 36Q: 3 clusters Score -987125.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -987142.750000 Penalty: 4487.311035
	Iteration 37Q: 3 clusters Score -987142.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -987162.437500 Penalty: 4487.311035
	Iteration 38Q: 3 clusters Score -987162.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -987182.500000 Penalty: 4487.311035
	Iteration 39Q: 3 clusters Score -987182.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -987201.437500 Penalty: 4487.311035
	Iteration 40F: 3 clusters Score -987201.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -987218.562500 Penalty: 4487.311035
	Iteration 41Q: 3 clusters Score -987218.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -987231.937500 Penalty: 4487.311035
	Iteration 42Q: 3 clusters Score -987231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -987240.562500 Penalty: 4487.311035
	Iteration 43Q: 3 clusters Score -987240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -987245.312500 Penalty: 4487.311035
	Iteration 44Q: 3 clusters Score -987245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -987252.187500 Penalty: 4487.311035
	Iteration 45Q: 3 clusters Score -987252.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -987255.625000 Penalty: 4487.311035
	Iteration 46Q: 3 clusters Score -987255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -987260.187500 Penalty: 4487.311035
	Iteration 47Q: 3 clusters Score -987260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -987265.062500 Penalty: 4487.311035
	Iteration 48Q: 3 clusters Score -987265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -987270.000000 Penalty: 4487.311035
	Iteration 49Q: 3 clusters Score -987270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -987271.687500 Penalty: 4487.311035
	Iteration 50Q: 3 clusters Score -987271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -987275.187500 Penalty: 4487.311035
	Iteration 51Q: 3 clusters Score -987275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -987277.625000 Penalty: 4487.311035
	Iteration 52Q: 3 clusters Score -987277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -987287.187500 Penalty: 4487.311035
	Iteration 53Q: 3 clusters Score -987287.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -987291.875000 Penalty: 4487.311035
	Iteration 54Q: 3 clusters Score -987291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -987298.062500 Penalty: 4487.311035
	Iteration 55Q: 3 clusters Score -987298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -987303.437500 Penalty: 4487.311035
	Iteration 56Q: 3 clusters Score -987303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -987304.437500 Penalty: 4487.311035
	Iteration 57Q: 3 clusters Score -987304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -987303.937500 Penalty: 4487.311035
	Iteration 58Q: 3 clusters Score -987303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -987305.500000 Penalty: 4487.311035
	Iteration 59Q: 3 clusters Score -987305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -987305.125000 Penalty: 4487.311035
	Iteration 60F: 3 clusters Score -987305.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -143250.937500 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -143250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141092.234375 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -141092.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141493.437500 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -141493.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141654.828125 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -141654.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141745.500000 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -141745.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141824.906250 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -141824.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -141870.687500 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -141870.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -141904.390625 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -141904.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141932.500000 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -141932.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -141953.828125 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -141953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -141970.406250 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -141970.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -141992.015625 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -141992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142013.171875 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -142013.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -142034.562500 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -142034.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -142062.968750 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -142063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142087.796875 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -142087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142143.437500 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -142143.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142235.234375 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -142235.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142301.203125 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -142301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142343.375000 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -142343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -142362.265625 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -142362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -142379.734375 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -142379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -142441.828125 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -142441.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -142498.390625 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -142498.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -142525.843750 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -142525.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -142565.640625 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -142565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -142619.609375 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -142619.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -142664.796875 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -142664.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142699.125000 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -142699.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142723.203125 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -142723.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -142739.484375 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -142739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142747.578125 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -142747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142761.734375 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -142761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142773.703125 Penalty: 3574.730957
	Iteration 32Q: 3 clusters Score -142773.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142786.234375 Penalty: 3574.730957
	Iteration 33Q: 3 clusters Score -142786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142799.937500 Penalty: 3574.730957
	Iteration 34Q: 3 clusters Score -142799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142812.046875 Penalty: 3574.730957
	Iteration 35Q: 3 clusters Score -142812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142834.125000 Penalty: 3574.730957
	Iteration 36Q: 3 clusters Score -142834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -142875.265625 Penalty: 3574.730957
	Iteration 37Q: 3 clusters Score -142875.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142906.484375 Penalty: 3574.730957
	Iteration 38Q: 3 clusters Score -142906.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142944.703125 Penalty: 3574.730957
	Iteration 39Q: 3 clusters Score -142944.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142991.750000 Penalty: 3574.730957
	Iteration 40F: 3 clusters Score -142991.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143045.968750 Penalty: 3574.730957
	Iteration 41Q: 3 clusters Score -143046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143074.406250 Penalty: 3574.730957
	Iteration 42Q: 3 clusters Score -143074.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143105.781250 Penalty: 3574.730957
	Iteration 43Q: 3 clusters Score -143105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143115.296875 Penalty: 3574.730957
	Iteration 44Q: 3 clusters Score -143115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143128.078125 Penalty: 3574.730957
	Iteration 45Q: 3 clusters Score -143128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -143132.500000 Penalty: 3574.730957
	Iteration 46Q: 3 clusters Score -143132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -143134.984375 Penalty: 3574.730957
	Iteration 47Q: 3 clusters Score -143135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143147.796875 Penalty: 3574.730957
	Iteration 48Q: 3 clusters Score -143147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143152.500000 Penalty: 3574.730957
	Iteration 49Q: 3 clusters Score -143152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143152.500000 Penalty: 3574.730957
	Iteration 50F: 3 clusters Score -143152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Entering Unmasked Estep 
Score: -4704403.500000 Penalty: 2635.945312
	Iteration 0F: 2 clusters Score -4704404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4676391.500000 Penalty: 5271.890625
	Iteration 0F: 3 clusters Score -4676392 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4686722.000000 Penalty: 5271.890625
	Iteration 1F: 3 clusters Score -4686722 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4687456.000000 Penalty: 5271.890625
	Iteration 2Q: 3 clusters Score -4687456 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4688418.500000 Penalty: 5271.890625
	Iteration 3Q: 3 clusters Score -4688418 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4689746.000000 Penalty: 5271.890625
	Iteration 4F: 3 clusters Score -4689746 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4691625.500000 Penalty: 5271.890625
	Iteration 5F: 3 clusters Score -4691626 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -4694191.500000 Penalty: 5271.890625
	Iteration 6F: 3 clusters Score -4694192 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4697366.000000 Penalty: 5271.890625
	Iteration 7F: 3 clusters Score -4697366 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4700040.000000 Penalty: 5271.890625
	Iteration 8F: 3 clusters Score -4700040 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4701525.000000 Penalty: 5271.890625
	Iteration 9F: 3 clusters Score -4701525 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4702022.000000 Penalty: 5271.890625
	Iteration 10Q: 3 clusters Score -4702022 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -4702234.000000 Penalty: 5271.890625
	Iteration 11Q: 3 clusters Score -4702234 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4702365.000000 Penalty: 5271.890625
	Iteration 12Q: 3 clusters Score -4702365 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4702443.000000 Penalty: 5271.890625
	Iteration 13Q: 3 clusters Score -4702443 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4702484.000000 Penalty: 5271.890625
	Iteration 14Q: 3 clusters Score -4702484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4702524.000000 Penalty: 5271.890625
	Iteration 15Q: 3 clusters Score -4702524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4702519.500000 Penalty: 5271.890625
	Iteration 16Q: 3 clusters Score -4702520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -4702534.000000 Penalty: 5271.890625
	Iteration 17Q: 3 clusters Score -4702534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4702541.500000 Penalty: 5271.890625
	Iteration 18Q: 3 clusters Score -4702542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4702551.000000 Penalty: 5271.890625
	Iteration 19Q: 3 clusters Score -4702551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4702553.000000 Penalty: 5271.890625
	Iteration 20F: 3 clusters Score -4702553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4702562.000000 Penalty: 5271.890625
	Iteration 21Q: 3 clusters Score -4702562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4702554.500000 Penalty: 5271.890625
	Iteration 22Q: 3 clusters Score -4702554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4702553.000000 Penalty: 5271.890625
	Iteration 23Q: 3 clusters Score -4702553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4702559.500000 Penalty: 5271.890625
	Iteration 24Q: 3 clusters Score -4702560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4702562.500000 Penalty: 5271.890625
	Iteration 25Q: 3 clusters Score -4702562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4702564.500000 Penalty: 5271.890625
	Iteration 26Q: 3 clusters Score -4702564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4702570.000000 Penalty: 5271.890625
	Iteration 27Q: 3 clusters Score -4702570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4702554.500000 Penalty: 5271.890625
	Iteration 28Q: 3 clusters Score -4702554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4702565.500000 Penalty: 5271.890625
	Iteration 29Q: 3 clusters Score -4702566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4702576.000000 Penalty: 5271.890625
	Iteration 30Q: 3 clusters Score -4702576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4702586.500000 Penalty: 5271.890625
	Iteration 31Q: 3 clusters Score -4702586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4702582.500000 Penalty: 5271.890625
	Iteration 32Q: 3 clusters Score -4702582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4702586.500000 Penalty: 5271.890625
	Iteration 33Q: 3 clusters Score -4702586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4702576.000000 Penalty: 5271.890625
	Iteration 34Q: 3 clusters Score -4702576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4702584.500000 Penalty: 5271.890625
	Iteration 35Q: 3 clusters Score -4702584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4702587.500000 Penalty: 5271.890625
	Iteration 36Q: 3 clusters Score -4702588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4702582.500000 Penalty: 5271.890625
	Iteration 37Q: 3 clusters Score -4702582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4702592.000000 Penalty: 5271.890625
	Iteration 38Q: 3 clusters Score -4702592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4702598.000000 Penalty: 5271.890625
	Iteration 39Q: 3 clusters Score -4702598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4702594.000000 Penalty: 5271.890625
	Iteration 40F: 3 clusters Score -4702594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4702598.500000 Penalty: 5271.890625
	Iteration 41Q: 3 clusters Score -4702598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4702598.500000 Penalty: 5271.890625
	Iteration 42Q: 3 clusters Score -4702598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4702588.500000 Penalty: 5271.890625
	Iteration 43Q: 3 clusters Score -4702588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4702598.000000 Penalty: 5271.890625
	Iteration 44Q: 3 clusters Score -4702598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4702605.000000 Penalty: 5271.890625
	Iteration 45Q: 3 clusters Score -4702605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4702604.000000 Penalty: 5271.890625
	Iteration 46Q: 3 clusters Score -4702604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -4702603.500000 Penalty: 5271.890625
	Iteration 47Q: 3 clusters Score -4702604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4702605.000000 Penalty: 5271.890625
	Iteration 48Q: 3 clusters Score -4702605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4702601.500000 Penalty: 5271.890625
	Iteration 49Q: 3 clusters Score -4702602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4702610.000000 Penalty: 5271.890625
	Iteration 50Q: 3 clusters Score -4702610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4702612.500000 Penalty: 5271.890625
	Iteration 51Q: 3 clusters Score -4702612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4702612.000000 Penalty: 5271.890625
	Iteration 52Q: 3 clusters Score -4702612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4702632.000000 Penalty: 5271.890625
	Iteration 53Q: 3 clusters Score -4702632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4702633.500000 Penalty: 5271.890625
	Iteration 54Q: 3 clusters Score -4702634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4702641.500000 Penalty: 5271.890625
	Iteration 55Q: 3 clusters Score -4702642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4702637.500000 Penalty: 5271.890625
	Iteration 56Q: 3 clusters Score -4702638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4702642.500000 Penalty: 5271.890625
	Iteration 57Q: 3 clusters Score -4702642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4702636.000000 Penalty: 5271.890625
	Iteration 58Q: 3 clusters Score -4702636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4702640.500000 Penalty: 5271.890625
	Iteration 59Q: 3 clusters Score -4702640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4702645.000000 Penalty: 5271.890625
	Iteration 60F: 3 clusters Score -4702645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4702652.000000 Penalty: 5271.890625
	Iteration 61Q: 3 clusters Score -4702652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4702658.500000 Penalty: 5271.890625
	Iteration 62Q: 3 clusters Score -4702658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4702663.500000 Penalty: 5271.890625
	Iteration 63Q: 3 clusters Score -4702664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4702677.000000 Penalty: 5271.890625
	Iteration 64Q: 3 clusters Score -4702677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4702668.000000 Penalty: 5271.890625
	Iteration 65Q: 3 clusters Score -4702668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4702667.500000 Penalty: 5271.890625
	Iteration 66Q: 3 clusters Score -4702668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4702670.000000 Penalty: 5271.890625
	Iteration 67Q: 3 clusters Score -4702670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4702682.000000 Penalty: 5271.890625
	Iteration 68Q: 3 clusters Score -4702682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4702703.500000 Penalty: 5271.890625
	Iteration 69Q: 3 clusters Score -4702704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4702717.500000 Penalty: 5271.890625
	Iteration 70Q: 3 clusters Score -4702718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4702726.000000 Penalty: 5271.890625
	Iteration 71Q: 3 clusters Score -4702726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4702733.500000 Penalty: 5271.890625
	Iteration 72Q: 3 clusters Score -4702734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4702747.500000 Penalty: 5271.890625
	Iteration 73Q: 3 clusters Score -4702748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4702769.500000 Penalty: 5271.890625
	Iteration 74Q: 3 clusters Score -4702770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4702768.000000 Penalty: 5271.890625
	Iteration 75Q: 3 clusters Score -4702768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4702767.500000 Penalty: 5271.890625
	Iteration 76Q: 3 clusters Score -4702768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4702759.000000 Penalty: 5271.890625
	Iteration 77Q: 3 clusters Score -4702759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4702772.000000 Penalty: 5271.890625
	Iteration 78Q: 3 clusters Score -4702772 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 17663 members 
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Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 17707 members 
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Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 17751 members 
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Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 17801 members 
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Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 17855 members 
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Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17913 members 
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Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 17970 members 
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Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 18026 members 
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Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 18084 members 
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Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 18137 members 
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Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 18187 members 
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Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 18242 members 
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Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 18300 members 
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Mstep: Class 1 contains 22962 members 
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Mstep: Class 1 contains 22913 members 
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Mstep: Class 1 contains 22871 members 
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Mstep: Class 1 contains 22802 members 
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Mstep: Class 1 contains 22770 members 
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Mstep: Class 1 contains 22744 members 
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Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 18610 members 
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Mstep: Class 1 contains 22620 members 
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Mstep: Class 1 contains 22539 members 
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Mstep: Class 1 contains 22321 members 
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Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 19018 members 
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	Iteration 126Q: 3 clusters Score -4702800 nChanged 17
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	Iteration 140F: 3 clusters Score -4702807 nChanged 9
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Mstep: Class 2 contains 19657 members 
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Mstep: Class 2 contains 19675 members 
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Mstep: Class 2 contains 19759 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -4702852 nChanged 3
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Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4702853.500000 Penalty: 5271.890625
	Iteration 265Q: 3 clusters Score -4702854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4702852.000000 Penalty: 5271.890625
	Iteration 266Q: 3 clusters Score -4702852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4702856.000000 Penalty: 5271.890625
	Iteration 267Q: 3 clusters Score -4702856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4702860.000000 Penalty: 5271.890625
	Iteration 268Q: 3 clusters Score -4702860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4702862.000000 Penalty: 5271.890625
	Iteration 269Q: 3 clusters Score -4702862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4702860.000000 Penalty: 5271.890625
	Iteration 270Q: 3 clusters Score -4702860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4702857.000000 Penalty: 5271.890625
	Iteration 271Q: 3 clusters Score -4702857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4702855.500000 Penalty: 5271.890625
	Iteration 272Q: 3 clusters Score -4702856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4702853.000000 Penalty: 5271.890625
	Iteration 273Q: 3 clusters Score -4702853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4702848.500000 Penalty: 5271.890625
	Iteration 274Q: 3 clusters Score -4702848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4702853.500000 Penalty: 5271.890625
	Iteration 275Q: 3 clusters Score -4702854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4702857.500000 Penalty: 5271.890625
	Iteration 276Q: 3 clusters Score -4702858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4702854.500000 Penalty: 5271.890625
	Iteration 277Q: 3 clusters Score -4702854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4702853.000000 Penalty: 5271.890625
	Iteration 278Q: 3 clusters Score -4702853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4702853.000000 Penalty: 5271.890625
	Iteration 279F: 3 clusters Score -4702853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (173118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Entering Unmasked Estep 
Score: -20354020.000000 Penalty: 2991.308594
	Iteration 0F: 2 clusters Score -2.035402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -20238838.000000 Penalty: 5982.617188
	Iteration 0F: 3 clusters Score -2.023884e+07 nChanged 83170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -20287006.000000 Penalty: 5982.617188
	Iteration 1F: 3 clusters Score -2.028701e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -20287974.000000 Penalty: 5982.617188
	Iteration 2Q: 3 clusters Score -2.028797e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -20288884.000000 Penalty: 5982.617188
	Iteration 3Q: 3 clusters Score -2.028888e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -20290396.000000 Penalty: 5982.617188
	Iteration 4Q: 3 clusters Score -2.02904e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -20292236.000000 Penalty: 5982.617188
	Iteration 5Q: 3 clusters Score -2.029224e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -20295026.000000 Penalty: 5982.617188
	Iteration 6Q: 3 clusters Score -2.029503e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -20299158.000000 Penalty: 5982.617188
	Iteration 7Q: 3 clusters Score -2.029916e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -20304372.000000 Penalty: 5982.617188
	Iteration 8F: 3 clusters Score -2.030437e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 96964 members 
Entering Unmasked Estep 
Score: -20310450.000000 Penalty: 5982.617188
	Iteration 9F: 3 clusters Score -2.031045e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -20315930.000000 Penalty: 5982.617188
	Iteration 10F: 3 clusters Score -2.031593e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -20320228.000000 Penalty: 5982.617188
	Iteration 11F: 3 clusters Score -2.032023e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -20323274.000000 Penalty: 5982.617188
	Iteration 12Q: 3 clusters Score -2.032327e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -20325080.000000 Penalty: 5982.617188
	Iteration 13Q: 3 clusters Score -2.032508e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 102433 members 
Entering Unmasked Estep 
Score: -20326076.000000 Penalty: 5982.617188
	Iteration 14Q: 3 clusters Score -2.032608e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -20326626.000000 Penalty: 5982.617188
	Iteration 15Q: 3 clusters Score -2.032663e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -20327116.000000 Penalty: 5982.617188
	Iteration 16Q: 3 clusters Score -2.032712e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -20327496.000000 Penalty: 5982.617188
	Iteration 17Q: 3 clusters Score -2.03275e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -20327640.000000 Penalty: 5982.617188
	Iteration 18Q: 3 clusters Score -2.032764e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -20327838.000000 Penalty: 5982.617188
	Iteration 19Q: 3 clusters Score -2.032784e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -20328148.000000 Penalty: 5982.617188
	Iteration 20F: 3 clusters Score -2.032815e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -20328482.000000 Penalty: 5982.617188
	Iteration 21Q: 3 clusters Score -2.032848e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -20328774.000000 Penalty: 5982.617188
	Iteration 22Q: 3 clusters Score -2.032877e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -20329012.000000 Penalty: 5982.617188
	Iteration 23Q: 3 clusters Score -2.032901e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -20329202.000000 Penalty: 5982.617188
	Iteration 24Q: 3 clusters Score -2.03292e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -20329328.000000 Penalty: 5982.617188
	Iteration 25Q: 3 clusters Score -2.032933e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -20329640.000000 Penalty: 5982.617188
	Iteration 26Q: 3 clusters Score -2.032964e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -20329788.000000 Penalty: 5982.617188
	Iteration 27Q: 3 clusters Score -2.032979e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -20329964.000000 Penalty: 5982.617188
	Iteration 28Q: 3 clusters Score -2.032996e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -20330086.000000 Penalty: 5982.617188
	Iteration 29Q: 3 clusters Score -2.033009e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -20330282.000000 Penalty: 5982.617188
	Iteration 30Q: 3 clusters Score -2.033028e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -20330316.000000 Penalty: 5982.617188
	Iteration 31Q: 3 clusters Score -2.033032e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -20330526.000000 Penalty: 5982.617188
	Iteration 32Q: 3 clusters Score -2.033053e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -20330532.000000 Penalty: 5982.617188
	Iteration 33Q: 3 clusters Score -2.033053e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -20330656.000000 Penalty: 5982.617188
	Iteration 34Q: 3 clusters Score -2.033066e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -20330778.000000 Penalty: 5982.617188
	Iteration 35Q: 3 clusters Score -2.033078e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -20330866.000000 Penalty: 5982.617188
	Iteration 36Q: 3 clusters Score -2.033087e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -20330990.000000 Penalty: 5982.617188
	Iteration 37Q: 3 clusters Score -2.033099e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -20331074.000000 Penalty: 5982.617188
	Iteration 38Q: 3 clusters Score -2.033107e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -20331174.000000 Penalty: 5982.617188
	Iteration 39Q: 3 clusters Score -2.033117e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -20331198.000000 Penalty: 5982.617188
	Iteration 40F: 3 clusters Score -2.03312e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -20331290.000000 Penalty: 5982.617188
	Iteration 41Q: 3 clusters Score -2.033129e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -20331266.000000 Penalty: 5982.617188
	Iteration 42Q: 3 clusters Score -2.033127e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -20331400.000000 Penalty: 5982.617188
	Iteration 43Q: 3 clusters Score -2.03314e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -20331440.000000 Penalty: 5982.617188
	Iteration 44Q: 3 clusters Score -2.033144e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -20331536.000000 Penalty: 5982.617188
	Iteration 45Q: 3 clusters Score -2.033154e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -20331510.000000 Penalty: 5982.617188
	Iteration 46Q: 3 clusters Score -2.033151e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -20331456.000000 Penalty: 5982.617188
	Iteration 47Q: 3 clusters Score -2.033146e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -20331496.000000 Penalty: 5982.617188
	Iteration 48Q: 3 clusters Score -2.03315e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -20331538.000000 Penalty: 5982.617188
	Iteration 49Q: 3 clusters Score -2.033154e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -20331528.000000 Penalty: 5982.617188
	Iteration 50Q: 3 clusters Score -2.033153e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -20331534.000000 Penalty: 5982.617188
	Iteration 51Q: 3 clusters Score -2.033153e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -20331556.000000 Penalty: 5982.617188
	Iteration 52Q: 3 clusters Score -2.033156e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -20331606.000000 Penalty: 5982.617188
	Iteration 53Q: 3 clusters Score -2.033161e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -20331604.000000 Penalty: 5982.617188
	Iteration 54Q: 3 clusters Score -2.03316e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 108265 members 
Entering Unmasked Estep 
Score: -20331636.000000 Penalty: 5982.617188
	Iteration 55Q: 3 clusters Score -2.033164e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -20331640.000000 Penalty: 5982.617188
	Iteration 56Q: 3 clusters Score -2.033164e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -20331648.000000 Penalty: 5982.617188
	Iteration 57Q: 3 clusters Score -2.033165e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -20331650.000000 Penalty: 5982.617188
	Iteration 58Q: 3 clusters Score -2.033165e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -20331692.000000 Penalty: 5982.617188
	Iteration 59Q: 3 clusters Score -2.033169e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -20331720.000000 Penalty: 5982.617188
	Iteration 60F: 3 clusters Score -2.033172e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -20331686.000000 Penalty: 5982.617188
	Iteration 61Q: 3 clusters Score -2.033169e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -20331696.000000 Penalty: 5982.617188
	Iteration 62Q: 3 clusters Score -2.03317e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -20331674.000000 Penalty: 5982.617188
	Iteration 63Q: 3 clusters Score -2.033167e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -20331738.000000 Penalty: 5982.617188
	Iteration 64Q: 3 clusters Score -2.033174e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 111782 members 
Entering Unmasked Estep 
Score: -20331762.000000 Penalty: 5982.617188
	Iteration 65Q: 3 clusters Score -2.033176e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -20331824.000000 Penalty: 5982.617188
	Iteration 66Q: 3 clusters Score -2.033182e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -20331930.000000 Penalty: 5982.617188
	Iteration 67Q: 3 clusters Score -2.033193e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -20331962.000000 Penalty: 5982.617188
	Iteration 68Q: 3 clusters Score -2.033196e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -20332036.000000 Penalty: 5982.617188
	Iteration 69Q: 3 clusters Score -2.033204e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -20332180.000000 Penalty: 5982.617188
	Iteration 70Q: 3 clusters Score -2.033218e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -20332266.000000 Penalty: 5982.617188
	Iteration 71Q: 3 clusters Score -2.033227e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -20332294.000000 Penalty: 5982.617188
	Iteration 72Q: 3 clusters Score -2.033229e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -20332382.000000 Penalty: 5982.617188
	Iteration 73Q: 3 clusters Score -2.033238e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 119255 members 
Entering Unmasked Estep 
Score: -20332512.000000 Penalty: 5982.617188
	Iteration 74Q: 3 clusters Score -2.033251e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -20332714.000000 Penalty: 5982.617188
	Iteration 75Q: 3 clusters Score -2.033271e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -20332896.000000 Penalty: 5982.617188
	Iteration 76Q: 3 clusters Score -2.03329e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 123440 members 
Entering Unmasked Estep 
Score: -20333220.000000 Penalty: 5982.617188
	Iteration 77Q: 3 clusters Score -2.033322e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -20333450.000000 Penalty: 5982.617188
	Iteration 78Q: 3 clusters Score -2.033345e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -20333832.000000 Penalty: 5982.617188
	Iteration 79Q: 3 clusters Score -2.033383e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -20334256.000000 Penalty: 5982.617188
	Iteration 80F: 3 clusters Score -2.033426e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 131312 members 
Entering Unmasked Estep 
Score: -20334742.000000 Penalty: 5982.617188
	Iteration 81Q: 3 clusters Score -2.033474e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -20335228.000000 Penalty: 5982.617188
	Iteration 82Q: 3 clusters Score -2.033523e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -20336048.000000 Penalty: 5982.617188
	Iteration 83Q: 3 clusters Score -2.033605e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 138994 members 
Entering Unmasked Estep 
Score: -20336916.000000 Penalty: 5982.617188
	Iteration 84Q: 3 clusters Score -2.033692e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -20337978.000000 Penalty: 5982.617188
	Iteration 85Q: 3 clusters Score -2.033798e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -20339056.000000 Penalty: 5982.617188
	Iteration 86Q: 3 clusters Score -2.033906e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -20340378.000000 Penalty: 5982.617188
	Iteration 87Q: 3 clusters Score -2.034038e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -20341900.000000 Penalty: 5982.617188
	Iteration 88Q: 3 clusters Score -2.03419e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -20343446.000000 Penalty: 5982.617188
	Iteration 89Q: 3 clusters Score -2.034345e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -20344894.000000 Penalty: 5982.617188
	Iteration 90Q: 3 clusters Score -2.034489e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -20346188.000000 Penalty: 5982.617188
	Iteration 91Q: 3 clusters Score -2.034619e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -20347480.000000 Penalty: 5982.617188
	Iteration 92Q: 3 clusters Score -2.034748e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -20348524.000000 Penalty: 5982.617188
	Iteration 93Q: 3 clusters Score -2.034852e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -20349334.000000 Penalty: 5982.617188
	Iteration 94Q: 3 clusters Score -2.034933e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -20349874.000000 Penalty: 5982.617188
	Iteration 95Q: 3 clusters Score -2.034987e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -20350372.000000 Penalty: 5982.617188
	Iteration 96Q: 3 clusters Score -2.035037e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -20350672.000000 Penalty: 5982.617188
	Iteration 97Q: 3 clusters Score -2.035067e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -20350864.000000 Penalty: 5982.617188
	Iteration 98Q: 3 clusters Score -2.035086e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -20350980.000000 Penalty: 5982.617188
	Iteration 99Q: 3 clusters Score -2.035098e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -20351078.000000 Penalty: 5982.617188
	Iteration 100F: 3 clusters Score -2.035108e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 171754 members 
Entering Unmasked Estep 
Score: -20351172.000000 Penalty: 5982.617188
	Iteration 101Q: 3 clusters Score -2.035117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 171884 members 
Entering Unmasked Estep 
Score: -20351262.000000 Penalty: 5982.617188
	Iteration 102Q: 3 clusters Score -2.035126e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -20351312.000000 Penalty: 5982.617188
	Iteration 103Q: 3 clusters Score -2.035131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -20351328.000000 Penalty: 5982.617188
	Iteration 104Q: 3 clusters Score -2.035133e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -20351346.000000 Penalty: 5982.617188
	Iteration 105Q: 3 clusters Score -2.035135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -20351376.000000 Penalty: 5982.617188
	Iteration 106Q: 3 clusters Score -2.035138e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -20351412.000000 Penalty: 5982.617188
	Iteration 107Q: 3 clusters Score -2.035141e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -20351406.000000 Penalty: 5982.617188
	Iteration 108Q: 3 clusters Score -2.035141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 172266 members 
Entering Unmasked Estep 
Score: -20351402.000000 Penalty: 5982.617188
	Iteration 109Q: 3 clusters Score -2.03514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 172280 members 
Entering Unmasked Estep 
Score: -20351436.000000 Penalty: 5982.617188
	Iteration 110Q: 3 clusters Score -2.035144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172298 members 
Entering Unmasked Estep 
Score: -20351416.000000 Penalty: 5982.617188
	Iteration 111Q: 3 clusters Score -2.035142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 172313 members 
Entering Unmasked Estep 
Score: -20351460.000000 Penalty: 5982.617188
	Iteration 112Q: 3 clusters Score -2.035146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 172325 members 
Entering Unmasked Estep 
Score: -20351470.000000 Penalty: 5982.617188
	Iteration 113Q: 3 clusters Score -2.035147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 172336 members 
Entering Unmasked Estep 
Score: -20351474.000000 Penalty: 5982.617188
	Iteration 114Q: 3 clusters Score -2.035147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -20351464.000000 Penalty: 5982.617188
	Iteration 115Q: 3 clusters Score -2.035146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -20351462.000000 Penalty: 5982.617188
	Iteration 116Q: 3 clusters Score -2.035146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 172348 members 
Entering Unmasked Estep 
Score: -20351468.000000 Penalty: 5982.617188
	Iteration 117Q: 3 clusters Score -2.035147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -20351474.000000 Penalty: 5982.617188
	Iteration 118Q: 3 clusters Score -2.035147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -20351462.000000 Penalty: 5982.617188
	Iteration 119Q: 3 clusters Score -2.035146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 172359 members 
Entering Unmasked Estep 
Score: -20351462.000000 Penalty: 5982.617188
	Iteration 120F: 3 clusters Score -2.035146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
Score: -20351452.000000 Penalty: 5982.617188
	Iteration 121Q: 3 clusters Score -2.035145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -20351460.000000 Penalty: 5982.617188
	Iteration 122Q: 3 clusters Score -2.035146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 172369 members 
Entering Unmasked Estep 
Score: -20351464.000000 Penalty: 5982.617188
	Iteration 123Q: 3 clusters Score -2.035146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -20351460.000000 Penalty: 5982.617188
	Iteration 124Q: 3 clusters Score -2.035146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -20351466.000000 Penalty: 5982.617188
	Iteration 125Q: 3 clusters Score -2.035147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -20351464.000000 Penalty: 5982.617188
	Iteration 126Q: 3 clusters Score -2.035146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -20351464.000000 Penalty: 5982.617188
	Iteration 127F: 3 clusters Score -2.035146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -26722.111328 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -26722.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25581.757812 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -25581.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25694.242188 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -25694.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25779.500000 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -25779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25802.150391 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -25802.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25812.578125 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -25812.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25818.839844 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -25818.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25825.933594 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -25825.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25833.396484 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -25833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25840.708984 Penalty: 2787.718750
	Iteration 8Q: 3 clusters Score -25840.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25843.005859 Penalty: 2787.718750
	Iteration 9Q: 3 clusters Score -25843.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25845.271484 Penalty: 2787.718750
	Iteration 10Q: 3 clusters Score -25845.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25845.271484 Penalty: 2787.718750
	Iteration 11F: 3 clusters Score -25845.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Entering Unmasked Estep 
Score: -412780.312500 Penalty: 2022.529785
	Iteration 0F: 2 clusters Score -412780.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -409228.781250 Penalty: 4045.059570
	Iteration 0F: 3 clusters Score -409228.8 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -409958.031250 Penalty: 4045.059570
	Iteration 1F: 3 clusters Score -409958 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -410124.468750 Penalty: 4045.059570
	Iteration 2F: 3 clusters Score -410124.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -410210.406250 Penalty: 4045.059570
	Iteration 3Q: 3 clusters Score -410210.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -410267.625000 Penalty: 4045.059570
	Iteration 4Q: 3 clusters Score -410267.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -410305.843750 Penalty: 4045.059570
	Iteration 5Q: 3 clusters Score -410305.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -410326.812500 Penalty: 4045.059570
	Iteration 6Q: 3 clusters Score -410326.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -410347.406250 Penalty: 4045.059570
	Iteration 7Q: 3 clusters Score -410347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -410363.656250 Penalty: 4045.059570
	Iteration 8Q: 3 clusters Score -410363.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -410396.218750 Penalty: 4045.059570
	Iteration 9Q: 3 clusters Score -410396.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -410439.375000 Penalty: 4045.059570
	Iteration 10Q: 3 clusters Score -410439.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -410479.250000 Penalty: 4045.059570
	Iteration 11Q: 3 clusters Score -410479.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -410512.187500 Penalty: 4045.059570
	Iteration 12Q: 3 clusters Score -410512.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -410554.500000 Penalty: 4045.059570
	Iteration 13Q: 3 clusters Score -410554.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -410594.187500 Penalty: 4045.059570
	Iteration 14Q: 3 clusters Score -410594.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -410634.531250 Penalty: 4045.059570
	Iteration 15Q: 3 clusters Score -410634.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -410680.968750 Penalty: 4045.059570
	Iteration 16Q: 3 clusters Score -410681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -410726.687500 Penalty: 4045.059570
	Iteration 17Q: 3 clusters Score -410726.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -410763.406250 Penalty: 4045.059570
	Iteration 18Q: 3 clusters Score -410763.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -410802.406250 Penalty: 4045.059570
	Iteration 19Q: 3 clusters Score -410802.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -410833.343750 Penalty: 4045.059570
	Iteration 20F: 3 clusters Score -410833.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -410858.375000 Penalty: 4045.059570
	Iteration 21Q: 3 clusters Score -410858.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -410882.531250 Penalty: 4045.059570
	Iteration 22Q: 3 clusters Score -410882.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -410905.625000 Penalty: 4045.059570
	Iteration 23Q: 3 clusters Score -410905.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -410932.531250 Penalty: 4045.059570
	Iteration 24Q: 3 clusters Score -410932.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -410962.531250 Penalty: 4045.059570
	Iteration 25Q: 3 clusters Score -410962.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -410992.468750 Penalty: 4045.059570
	Iteration 26Q: 3 clusters Score -410992.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -411020.500000 Penalty: 4045.059570
	Iteration 27Q: 3 clusters Score -411020.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -411051.812500 Penalty: 4045.059570
	Iteration 28Q: 3 clusters Score -411051.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -411083.375000 Penalty: 4045.059570
	Iteration 29Q: 3 clusters Score -411083.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -411105.500000 Penalty: 4045.059570
	Iteration 30Q: 3 clusters Score -411105.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -411122.000000 Penalty: 4045.059570
	Iteration 31Q: 3 clusters Score -411122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -411139.562500 Penalty: 4045.059570
	Iteration 32Q: 3 clusters Score -411139.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -411162.750000 Penalty: 4045.059570
	Iteration 33Q: 3 clusters Score -411162.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -411179.500000 Penalty: 4045.059570
	Iteration 34Q: 3 clusters Score -411179.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -411194.156250 Penalty: 4045.059570
	Iteration 35Q: 3 clusters Score -411194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -411209.625000 Penalty: 4045.059570
	Iteration 36Q: 3 clusters Score -411209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -411221.281250 Penalty: 4045.059570
	Iteration 37Q: 3 clusters Score -411221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -411234.000000 Penalty: 4045.059570
	Iteration 38Q: 3 clusters Score -411234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -411245.281250 Penalty: 4045.059570
	Iteration 39Q: 3 clusters Score -411245.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -411257.593750 Penalty: 4045.059570
	Iteration 40F: 3 clusters Score -411257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -411265.875000 Penalty: 4045.059570
	Iteration 41Q: 3 clusters Score -411265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -411268.937500 Penalty: 4045.059570
	Iteration 42Q: 3 clusters Score -411268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -411271.625000 Penalty: 4045.059570
	Iteration 43Q: 3 clusters Score -411271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -411275.781250 Penalty: 4045.059570
	Iteration 44Q: 3 clusters Score -411275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -411276.500000 Penalty: 4045.059570
	Iteration 45Q: 3 clusters Score -411276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -411276.562500 Penalty: 4045.059570
	Iteration 46Q: 3 clusters Score -411276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -411276.562500 Penalty: 4045.059570
	Iteration 47F: 3 clusters Score -411276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (179767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179767 members 
Entering Unmasked Estep 
Score: -21367414.000000 Penalty: 3000.655273
	Iteration 0F: 2 clusters Score -2.136741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -21255730.000000 Penalty: 6001.310547
	Iteration 0F: 3 clusters Score -2.125573e+07 nChanged 86347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -21306366.000000 Penalty: 6001.310547
	Iteration 1F: 3 clusters Score -2.130637e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -21307980.000000 Penalty: 6001.310547
	Iteration 2Q: 3 clusters Score -2.130798e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -21311458.000000 Penalty: 6001.310547
	Iteration 3Q: 3 clusters Score -2.131146e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -21318490.000000 Penalty: 6001.310547
	Iteration 4F: 3 clusters Score -2.131849e+07 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -21331262.000000 Penalty: 6001.310547
	Iteration 5F: 3 clusters Score -2.133126e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -21347980.000000 Penalty: 6001.310547
	Iteration 6F: 3 clusters Score -2.134798e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -21359272.000000 Penalty: 6001.310547
	Iteration 7F: 3 clusters Score -2.135927e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177501 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21363290.000000 Penalty: 6001.310547
	Iteration 8Q: 3 clusters Score -2.136329e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21364300.000000 Penalty: 6001.310547
	Iteration 9Q: 3 clusters Score -2.13643e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21364602.000000 Penalty: 6001.310547
	Iteration 10Q: 3 clusters Score -2.13646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21364708.000000 Penalty: 6001.310547
	Iteration 11Q: 3 clusters Score -2.136471e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21364772.000000 Penalty: 6001.310547
	Iteration 12Q: 3 clusters Score -2.136477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179596 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21364796.000000 Penalty: 6001.310547
	Iteration 13Q: 3 clusters Score -2.13648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21364792.000000 Penalty: 6001.310547
	Iteration 14Q: 3 clusters Score -2.136479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21364810.000000 Penalty: 6001.310547
	Iteration 15Q: 3 clusters Score -2.136481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21364808.000000 Penalty: 6001.310547
	Iteration 16Q: 3 clusters Score -2.136481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21364816.000000 Penalty: 6001.310547
	Iteration 17Q: 3 clusters Score -2.136482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21364812.000000 Penalty: 6001.310547
	Iteration 18Q: 3 clusters Score -2.136481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21364824.000000 Penalty: 6001.310547
	Iteration 19Q: 3 clusters Score -2.136482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179603 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21364824.000000 Penalty: 6001.310547
	Iteration 20F: 3 clusters Score -2.136482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179605 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21364822.000000 Penalty: 6001.310547
	Iteration 21Q: 3 clusters Score -2.136482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179605 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21364822.000000 Penalty: 6001.310547
	Iteration 22F: 3 clusters Score -2.136482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -260509.375000 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -260509.4 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 1132 members 
Entering Unmasked Estep 
Score: -257748.453125 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -257748.5 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258259.343750 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -258259.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -258369.250000 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -258369.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258429.468750 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -258429.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -258473.937500 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -258473.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -258503.296875 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -258503.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -258531.390625 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -258531.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -258558.656250 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -258558.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258577.265625 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -258577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -258587.281250 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -258587.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258600.359375 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -258600.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258610.500000 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -258610.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258618.546875 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -258618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -258628.937500 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -258628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -258632.687500 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -258632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258636.984375 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -258637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258640.406250 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -258640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258640.859375 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -258640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258642.843750 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -258642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -258646.562500 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -258646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -258649.484375 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -258649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258653.531250 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -258653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -258656.453125 Penalty: 3818.222412
	Iteration 22Q: 3 clusters Score -258656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258658.203125 Penalty: 3818.222412
	Iteration 23Q: 3 clusters Score -258658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258659.343750 Penalty: 3818.222412
	Iteration 24Q: 3 clusters Score -258659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258660.328125 Penalty: 3818.222412
	Iteration 25Q: 3 clusters Score -258660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258660.968750 Penalty: 3818.222412
	Iteration 26Q: 3 clusters Score -258661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -258661.328125 Penalty: 3818.222412
	Iteration 27Q: 3 clusters Score -258661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258663.187500 Penalty: 3818.222412
	Iteration 28Q: 3 clusters Score -258663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258664.687500 Penalty: 3818.222412
	Iteration 29Q: 3 clusters Score -258664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258665.390625 Penalty: 3818.222412
	Iteration 30Q: 3 clusters Score -258665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -258665.390625 Penalty: 3818.222412
	Iteration 31F: 3 clusters Score -258665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321827.187500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321827.2 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -322450.406250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322450.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -322606.750000 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322606.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -322693.593750 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322693.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -322753.812500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322753.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -322801.281250 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322801.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322843.593750 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322843.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -322874.156250 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -322894.687500 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322894.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -322912.656250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322912.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -322921.812500 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -322921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -322930.625000 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -322930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -322946.375000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -322946.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -322967.000000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -322967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -322983.968750 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -322984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -323006.968750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -323007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -323029.875000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -323029.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -323069.125000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -323069.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -323109.531250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -323109.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -323196.062500 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -323196.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323323.812500 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -323323.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -323423.031250 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -323423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -323480.437500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -323480.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -323520.250000 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -323520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -323546.437500 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -323546.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -323577.812500 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -323577.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -323618.312500 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -323618.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -323661.968750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -323662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -323707.156250 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -323707.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -323749.625000 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -323749.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -323791.000000 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -323791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323839.281250 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -323839.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -323894.031250 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -323894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -323932.843750 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -323932.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -323995.062500 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -323995.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -324065.812500 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -324065.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -324112.500000 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -324112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -324136.375000 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -324136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324151.062500 Penalty: 3940.644043
	Iteration 38Q: 3 clusters Score -324151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -324158.812500 Penalty: 3940.644043
	Iteration 39Q: 3 clusters Score -324158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -324162.000000 Penalty: 3940.644043
	Iteration 40F: 3 clusters Score -324162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -324163.406250 Penalty: 3940.644043
	Iteration 41Q: 3 clusters Score -324163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -324163.406250 Penalty: 3940.644043
	Iteration 42F: 3 clusters Score -324163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Entering Unmasked Estep 
Score: -19643518.000000 Penalty: 2980.839600
	Iteration 0F: 2 clusters Score -1.964352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -19534470.000000 Penalty: 5961.679199
	Iteration 0F: 3 clusters Score -1.953447e+07 nChanged 79828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -19581490.000000 Penalty: 5961.679199
	Iteration 1F: 3 clusters Score -1.958149e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -19582592.000000 Penalty: 5961.679199
	Iteration 2Q: 3 clusters Score -1.958259e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -19584180.000000 Penalty: 5961.679199
	Iteration 3Q: 3 clusters Score -1.958418e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -19586792.000000 Penalty: 5961.679199
	Iteration 4Q: 3 clusters Score -1.958679e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -19591262.000000 Penalty: 5961.679199
	Iteration 5F: 3 clusters Score -1.959126e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -19598924.000000 Penalty: 5961.679199
	Iteration 6F: 3 clusters Score -1.959892e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -19610070.000000 Penalty: 5961.679199
	Iteration 7F: 3 clusters Score -1.961007e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -19623068.000000 Penalty: 5961.679199
	Iteration 8F: 3 clusters Score -1.962307e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -19632784.000000 Penalty: 5961.679199
	Iteration 9F: 3 clusters Score -1.963278e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -19637874.000000 Penalty: 5961.679199
	Iteration 10Q: 3 clusters Score -1.963787e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19639738.000000 Penalty: 5961.679199
	Iteration 11Q: 3 clusters Score -1.963974e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164521 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19640490.000000 Penalty: 5961.679199
	Iteration 12Q: 3 clusters Score -1.964049e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165016 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19640754.000000 Penalty: 5961.679199
	Iteration 13Q: 3 clusters Score -1.964075e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165231 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -19640920.000000 Penalty: 5961.679199
	Iteration 14Q: 3 clusters Score -1.964092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -19640998.000000 Penalty: 5961.679199
	Iteration 15Q: 3 clusters Score -1.9641e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19641012.000000 Penalty: 5961.679199
	Iteration 16Q: 3 clusters Score -1.964101e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -19641060.000000 Penalty: 5961.679199
	Iteration 17Q: 3 clusters Score -1.964106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -19641112.000000 Penalty: 5961.679199
	Iteration 18Q: 3 clusters Score -1.964111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165464 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -19641086.000000 Penalty: 5961.679199
	Iteration 19Q: 3 clusters Score -1.964109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19641108.000000 Penalty: 5961.679199
	Iteration 20F: 3 clusters Score -1.964111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19641084.000000 Penalty: 5961.679199
	Iteration 21Q: 3 clusters Score -1.964108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19641114.000000 Penalty: 5961.679199
	Iteration 22Q: 3 clusters Score -1.964111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19641120.000000 Penalty: 5961.679199
	Iteration 23Q: 3 clusters Score -1.964112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19641126.000000 Penalty: 5961.679199
	Iteration 24Q: 3 clusters Score -1.964113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -19641150.000000 Penalty: 5961.679199
	Iteration 25Q: 3 clusters Score -1.964115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -19641144.000000 Penalty: 5961.679199
	Iteration 26Q: 3 clusters Score -1.964114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165530 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19641136.000000 Penalty: 5961.679199
	Iteration 27Q: 3 clusters Score -1.964114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19641154.000000 Penalty: 5961.679199
	Iteration 28Q: 3 clusters Score -1.964115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165540 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19641152.000000 Penalty: 5961.679199
	Iteration 29Q: 3 clusters Score -1.964115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19641152.000000 Penalty: 5961.679199
	Iteration 30Q: 3 clusters Score -1.964115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19641168.000000 Penalty: 5961.679199
	Iteration 31Q: 3 clusters Score -1.964117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19641168.000000 Penalty: 5961.679199
	Iteration 32Q: 3 clusters Score -1.964117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -19641164.000000 Penalty: 5961.679199
	Iteration 33Q: 3 clusters Score -1.964116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19641154.000000 Penalty: 5961.679199
	Iteration 34Q: 3 clusters Score -1.964115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19641154.000000 Penalty: 5961.679199
	Iteration 35F: 3 clusters Score -1.964115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -739003.000000 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -739003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -733701.187500 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -733701.2 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -735036.812500 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -735036.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -735221.187500 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -735221.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -735326.687500 Penalty: 4336.237793
	Iteration 3Q: 3 clusters Score -735326.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -735403.312500 Penalty: 4336.237793
	Iteration 4Q: 3 clusters Score -735403.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -735470.500000 Penalty: 4336.237793
	Iteration 5Q: 3 clusters Score -735470.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -735539.437500 Penalty: 4336.237793
	Iteration 6Q: 3 clusters Score -735539.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -735622.875000 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -735622.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -735749.812500 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -735749.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -735930.875000 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -735930.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -736120.937500 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -736120.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -736332.312500 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -736332.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -736540.562500 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -736540.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -736716.250000 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -736716.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -736852.062500 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -736852.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -736969.687500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -736969.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -737072.750000 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -737072.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -737159.375000 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -737159.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -737229.000000 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -737229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -737290.437500 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -737290.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -737340.562500 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -737340.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -737389.312500 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -737389.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -737434.062500 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -737434.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -737463.812500 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -737463.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -737490.687500 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -737490.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -737514.500000 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -737514.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -737525.375000 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -737525.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -737534.125000 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -737534.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -737539.687500 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -737539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -737547.062500 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -737547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -737550.187500 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -737550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -737553.687500 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -737553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -737554.062500 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -737554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -737558.750000 Penalty: 4336.237793
	Iteration 33Q: 3 clusters Score -737558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -737561.062500 Penalty: 4336.237793
	Iteration 34Q: 3 clusters Score -737561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -737565.687500 Penalty: 4336.237793
	Iteration 35Q: 3 clusters Score -737565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -737567.312500 Penalty: 4336.237793
	Iteration 36Q: 3 clusters Score -737567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -737567.875000 Penalty: 4336.237793
	Iteration 37Q: 3 clusters Score -737567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -737571.250000 Penalty: 4336.237793
	Iteration 38Q: 3 clusters Score -737571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -737573.250000 Penalty: 4336.237793
	Iteration 39Q: 3 clusters Score -737573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -737574.375000 Penalty: 4336.237793
	Iteration 40F: 3 clusters Score -737574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -737575.062500 Penalty: 4336.237793
	Iteration 41Q: 3 clusters Score -737575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -737576.437500 Penalty: 4336.237793
	Iteration 42Q: 3 clusters Score -737576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -737576.750000 Penalty: 4336.237793
	Iteration 43Q: 3 clusters Score -737576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -737580.125000 Penalty: 4336.237793
	Iteration 44Q: 3 clusters Score -737580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -737578.437500 Penalty: 4336.237793
	Iteration 45Q: 3 clusters Score -737578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -737579.375000 Penalty: 4336.237793
	Iteration 46Q: 3 clusters Score -737579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -737581.812500 Penalty: 4336.237793
	Iteration 47Q: 3 clusters Score -737581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -737581.187500 Penalty: 4336.237793
	Iteration 48Q: 3 clusters Score -737581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -737582.250000 Penalty: 4336.237793
	Iteration 49Q: 3 clusters Score -737582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -737583.000000 Penalty: 4336.237793
	Iteration 50Q: 3 clusters Score -737583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -737583.937500 Penalty: 4336.237793
	Iteration 51Q: 3 clusters Score -737583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -737582.875000 Penalty: 4336.237793
	Iteration 52Q: 3 clusters Score -737582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -737585.875000 Penalty: 4336.237793
	Iteration 53Q: 3 clusters Score -737585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -737584.812500 Penalty: 4336.237793
	Iteration 54Q: 3 clusters Score -737584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -737584.687500 Penalty: 4336.237793
	Iteration 55Q: 3 clusters Score -737584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -737585.062500 Penalty: 4336.237793
	Iteration 56Q: 3 clusters Score -737585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -737585.062500 Penalty: 4336.237793
	Iteration 57F: 3 clusters Score -737585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Entering Unmasked Estep 
Score: -6775091.000000 Penalty: 2715.159668
	Iteration 0F: 2 clusters Score -6775091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6736736.500000 Penalty: 5430.319336
	Iteration 0F: 3 clusters Score -6736736 nChanged 26287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -6751656.500000 Penalty: 5430.319336
	Iteration 1F: 3 clusters Score -6751656 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6752559.000000 Penalty: 5430.319336
	Iteration 2Q: 3 clusters Score -6752559 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -6753652.000000 Penalty: 5430.319336
	Iteration 3Q: 3 clusters Score -6753652 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -6755209.000000 Penalty: 5430.319336
	Iteration 4F: 3 clusters Score -6755209 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6757493.000000 Penalty: 5430.319336
	Iteration 5F: 3 clusters Score -6757493 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -6760854.000000 Penalty: 5430.319336
	Iteration 6F: 3 clusters Score -6760854 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -6764788.500000 Penalty: 5430.319336
	Iteration 7F: 3 clusters Score -6764788 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -6767851.000000 Penalty: 5430.319336
	Iteration 8F: 3 clusters Score -6767851 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -6769388.500000 Penalty: 5430.319336
	Iteration 9Q: 3 clusters Score -6769388 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -6769843.000000 Penalty: 5430.319336
	Iteration 10Q: 3 clusters Score -6769843 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6770093.500000 Penalty: 5430.319336
	Iteration 11Q: 3 clusters Score -6770094 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6770303.500000 Penalty: 5430.319336
	Iteration 12Q: 3 clusters Score -6770304 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6770509.500000 Penalty: 5430.319336
	Iteration 13Q: 3 clusters Score -6770510 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -6770667.000000 Penalty: 5430.319336
	Iteration 14Q: 3 clusters Score -6770667 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6770819.000000 Penalty: 5430.319336
	Iteration 15Q: 3 clusters Score -6770819 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -6770930.500000 Penalty: 5430.319336
	Iteration 16Q: 3 clusters Score -6770930 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -6771073.500000 Penalty: 5430.319336
	Iteration 17Q: 3 clusters Score -6771074 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6771226.500000 Penalty: 5430.319336
	Iteration 18Q: 3 clusters Score -6771226 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6771379.500000 Penalty: 5430.319336
	Iteration 19Q: 3 clusters Score -6771380 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6771478.500000 Penalty: 5430.319336
	Iteration 20F: 3 clusters Score -6771478 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -6771614.500000 Penalty: 5430.319336
	Iteration 21Q: 3 clusters Score -6771614 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6771699.500000 Penalty: 5430.319336
	Iteration 22Q: 3 clusters Score -6771700 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6771796.000000 Penalty: 5430.319336
	Iteration 23Q: 3 clusters Score -6771796 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -6771886.000000 Penalty: 5430.319336
	Iteration 24Q: 3 clusters Score -6771886 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -6771971.000000 Penalty: 5430.319336
	Iteration 25Q: 3 clusters Score -6771971 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6772087.500000 Penalty: 5430.319336
	Iteration 26Q: 3 clusters Score -6772088 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -6772219.000000 Penalty: 5430.319336
	Iteration 27Q: 3 clusters Score -6772219 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6772343.500000 Penalty: 5430.319336
	Iteration 28Q: 3 clusters Score -6772344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6772442.000000 Penalty: 5430.319336
	Iteration 29Q: 3 clusters Score -6772442 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6772542.000000 Penalty: 5430.319336
	Iteration 30Q: 3 clusters Score -6772542 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6772605.000000 Penalty: 5430.319336
	Iteration 31Q: 3 clusters Score -6772605 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6772678.500000 Penalty: 5430.319336
	Iteration 32Q: 3 clusters Score -6772678 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6772727.000000 Penalty: 5430.319336
	Iteration 33Q: 3 clusters Score -6772727 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6772782.500000 Penalty: 5430.319336
	Iteration 34Q: 3 clusters Score -6772782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6772827.000000 Penalty: 5430.319336
	Iteration 35Q: 3 clusters Score -6772827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6772877.000000 Penalty: 5430.319336
	Iteration 36Q: 3 clusters Score -6772877 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6772926.000000 Penalty: 5430.319336
	Iteration 37Q: 3 clusters Score -6772926 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6772968.000000 Penalty: 5430.319336
	Iteration 38Q: 3 clusters Score -6772968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6772973.500000 Penalty: 5430.319336
	Iteration 39Q: 3 clusters Score -6772974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6772991.500000 Penalty: 5430.319336
	Iteration 40F: 3 clusters Score -6772992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6773010.500000 Penalty: 5430.319336
	Iteration 41Q: 3 clusters Score -6773010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6773016.500000 Penalty: 5430.319336
	Iteration 42Q: 3 clusters Score -6773016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6773015.000000 Penalty: 5430.319336
	Iteration 43Q: 3 clusters Score -6773015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6773025.000000 Penalty: 5430.319336
	Iteration 44Q: 3 clusters Score -6773025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6773036.000000 Penalty: 5430.319336
	Iteration 45Q: 3 clusters Score -6773036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6773045.000000 Penalty: 5430.319336
	Iteration 46Q: 3 clusters Score -6773045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6773040.500000 Penalty: 5430.319336
	Iteration 47Q: 3 clusters Score -6773040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6773050.500000 Penalty: 5430.319336
	Iteration 48Q: 3 clusters Score -6773050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6773056.500000 Penalty: 5430.319336
	Iteration 49Q: 3 clusters Score -6773056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6773065.000000 Penalty: 5430.319336
	Iteration 50Q: 3 clusters Score -6773065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6773074.000000 Penalty: 5430.319336
	Iteration 51Q: 3 clusters Score -6773074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6773070.500000 Penalty: 5430.319336
	Iteration 52Q: 3 clusters Score -6773070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6773079.500000 Penalty: 5430.319336
	Iteration 53Q: 3 clusters Score -6773080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6773078.500000 Penalty: 5430.319336
	Iteration 54Q: 3 clusters Score -6773078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6773078.000000 Penalty: 5430.319336
	Iteration 55Q: 3 clusters Score -6773078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6773082.000000 Penalty: 5430.319336
	Iteration 56Q: 3 clusters Score -6773082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6773085.500000 Penalty: 5430.319336
	Iteration 57Q: 3 clusters Score -6773086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6773072.000000 Penalty: 5430.319336
	Iteration 58Q: 3 clusters Score -6773072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6773065.500000 Penalty: 5430.319336
	Iteration 59Q: 3 clusters Score -6773066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6773071.500000 Penalty: 5430.319336
	Iteration 60F: 3 clusters Score -6773072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6773082.000000 Penalty: 5430.319336
	Iteration 61Q: 3 clusters Score -6773082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6773081.000000 Penalty: 5430.319336
	Iteration 62Q: 3 clusters Score -6773081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6773087.000000 Penalty: 5430.319336
	Iteration 63Q: 3 clusters Score -6773087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6773086.500000 Penalty: 5430.319336
	Iteration 64Q: 3 clusters Score -6773086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6773080.500000 Penalty: 5430.319336
	Iteration 65Q: 3 clusters Score -6773080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6773078.500000 Penalty: 5430.319336
	Iteration 66Q: 3 clusters Score -6773078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6773078.500000 Penalty: 5430.319336
	Iteration 67F: 3 clusters Score -6773078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -120511.492188 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -120511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118486.250000 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -118486.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118745.671875 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -118745.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118805.476562 Penalty: 3475.320801
	Iteration 2Q: 3 clusters Score -118805.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118830.765625 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -118830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118839.625000 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -118839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118848.984375 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -118849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118858.476562 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -118858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118866.546875 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -118866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118872.843750 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -118872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118873.570312 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -118873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118873.570312 Penalty: 3475.320801
	Iteration 10F: 3 clusters Score -118873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Entering Unmasked Estep 
Score: -18523972.000000 Penalty: 2967.381836
	Iteration 0F: 2 clusters Score -1.852397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -18419372.000000 Penalty: 5934.763672
	Iteration 0F: 3 clusters Score -1.841937e+07 nChanged 75250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -18463240.000000 Penalty: 5934.763672
	Iteration 1F: 3 clusters Score -1.846324e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -18464472.000000 Penalty: 5934.763672
	Iteration 2Q: 3 clusters Score -1.846447e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -18466266.000000 Penalty: 5934.763672
	Iteration 3Q: 3 clusters Score -1.846627e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -18468764.000000 Penalty: 5934.763672
	Iteration 4Q: 3 clusters Score -1.846876e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -18472570.000000 Penalty: 5934.763672
	Iteration 5Q: 3 clusters Score -1.847257e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -18478158.000000 Penalty: 5934.763672
	Iteration 6F: 3 clusters Score -1.847816e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -18484974.000000 Penalty: 5934.763672
	Iteration 7F: 3 clusters Score -1.848497e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -18492204.000000 Penalty: 5934.763672
	Iteration 8F: 3 clusters Score -1.84922e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -18497208.000000 Penalty: 5934.763672
	Iteration 9F: 3 clusters Score -1.849721e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -18499878.000000 Penalty: 5934.763672
	Iteration 10Q: 3 clusters Score -1.849988e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -18500974.000000 Penalty: 5934.763672
	Iteration 11Q: 3 clusters Score -1.850097e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -18501414.000000 Penalty: 5934.763672
	Iteration 12Q: 3 clusters Score -1.850141e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -18501728.000000 Penalty: 5934.763672
	Iteration 13Q: 3 clusters Score -1.850173e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -18502044.000000 Penalty: 5934.763672
	Iteration 14Q: 3 clusters Score -1.850204e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -18502442.000000 Penalty: 5934.763672
	Iteration 15Q: 3 clusters Score -1.850244e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -18502970.000000 Penalty: 5934.763672
	Iteration 16Q: 3 clusters Score -1.850297e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -18503554.000000 Penalty: 5934.763672
	Iteration 17Q: 3 clusters Score -1.850355e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -18504136.000000 Penalty: 5934.763672
	Iteration 18Q: 3 clusters Score -1.850414e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -18504680.000000 Penalty: 5934.763672
	Iteration 19Q: 3 clusters Score -1.850468e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -18505466.000000 Penalty: 5934.763672
	Iteration 20F: 3 clusters Score -1.850547e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -18506094.000000 Penalty: 5934.763672
	Iteration 21Q: 3 clusters Score -1.850609e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -18506880.000000 Penalty: 5934.763672
	Iteration 22Q: 3 clusters Score -1.850688e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -18507598.000000 Penalty: 5934.763672
	Iteration 23Q: 3 clusters Score -1.85076e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -18508494.000000 Penalty: 5934.763672
	Iteration 24Q: 3 clusters Score -1.850849e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -18509232.000000 Penalty: 5934.763672
	Iteration 25Q: 3 clusters Score -1.850923e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -18510022.000000 Penalty: 5934.763672
	Iteration 26Q: 3 clusters Score -1.851002e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -18510814.000000 Penalty: 5934.763672
	Iteration 27Q: 3 clusters Score -1.851081e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -18511556.000000 Penalty: 5934.763672
	Iteration 28Q: 3 clusters Score -1.851156e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -18512368.000000 Penalty: 5934.763672
	Iteration 29Q: 3 clusters Score -1.851237e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -18512950.000000 Penalty: 5934.763672
	Iteration 30Q: 3 clusters Score -1.851295e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -18513598.000000 Penalty: 5934.763672
	Iteration 31Q: 3 clusters Score -1.85136e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -18514136.000000 Penalty: 5934.763672
	Iteration 32Q: 3 clusters Score -1.851414e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128914 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -18514698.000000 Penalty: 5934.763672
	Iteration 33Q: 3 clusters Score -1.85147e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -18515402.000000 Penalty: 5934.763672
	Iteration 34Q: 3 clusters Score -1.85154e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132928 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -18515996.000000 Penalty: 5934.763672
	Iteration 35Q: 3 clusters Score -1.8516e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134820 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -18516526.000000 Penalty: 5934.763672
	Iteration 36Q: 3 clusters Score -1.851653e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -18517202.000000 Penalty: 5934.763672
	Iteration 37Q: 3 clusters Score -1.85172e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -18517752.000000 Penalty: 5934.763672
	Iteration 38Q: 3 clusters Score -1.851775e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -18518332.000000 Penalty: 5934.763672
	Iteration 39Q: 3 clusters Score -1.851833e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141714 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -18518798.000000 Penalty: 5934.763672
	Iteration 40F: 3 clusters Score -1.85188e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -18519220.000000 Penalty: 5934.763672
	Iteration 41Q: 3 clusters Score -1.851922e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -18519820.000000 Penalty: 5934.763672
	Iteration 42Q: 3 clusters Score -1.851982e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145834 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -18520178.000000 Penalty: 5934.763672
	Iteration 43Q: 3 clusters Score -1.852018e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146930 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -18520514.000000 Penalty: 5934.763672
	Iteration 44Q: 3 clusters Score -1.852051e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -18520742.000000 Penalty: 5934.763672
	Iteration 45Q: 3 clusters Score -1.852074e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -18520928.000000 Penalty: 5934.763672
	Iteration 46Q: 3 clusters Score -1.852093e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -18521116.000000 Penalty: 5934.763672
	Iteration 47Q: 3 clusters Score -1.852112e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -18521370.000000 Penalty: 5934.763672
	Iteration 48Q: 3 clusters Score -1.852137e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -18521448.000000 Penalty: 5934.763672
	Iteration 49Q: 3 clusters Score -1.852145e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -18521592.000000 Penalty: 5934.763672
	Iteration 50Q: 3 clusters Score -1.852159e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -18521766.000000 Penalty: 5934.763672
	Iteration 51Q: 3 clusters Score -1.852177e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -18521902.000000 Penalty: 5934.763672
	Iteration 52Q: 3 clusters Score -1.85219e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -18522022.000000 Penalty: 5934.763672
	Iteration 53Q: 3 clusters Score -1.852202e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -18522104.000000 Penalty: 5934.763672
	Iteration 54Q: 3 clusters Score -1.85221e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18522074.000000 Penalty: 5934.763672
	Iteration 55Q: 3 clusters Score -1.852207e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -18522158.000000 Penalty: 5934.763672
	Iteration 56Q: 3 clusters Score -1.852216e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -18522198.000000 Penalty: 5934.763672
	Iteration 57Q: 3 clusters Score -1.85222e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -18522258.000000 Penalty: 5934.763672
	Iteration 58Q: 3 clusters Score -1.852226e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -18522222.000000 Penalty: 5934.763672
	Iteration 59Q: 3 clusters Score -1.852222e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -18522274.000000 Penalty: 5934.763672
	Iteration 60F: 3 clusters Score -1.852227e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18522314.000000 Penalty: 5934.763672
	Iteration 61Q: 3 clusters Score -1.852231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154524 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -18522322.000000 Penalty: 5934.763672
	Iteration 62Q: 3 clusters Score -1.852232e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18522354.000000 Penalty: 5934.763672
	Iteration 63Q: 3 clusters Score -1.852235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18522352.000000 Penalty: 5934.763672
	Iteration 64Q: 3 clusters Score -1.852235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18522358.000000 Penalty: 5934.763672
	Iteration 65Q: 3 clusters Score -1.852236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154737 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18522372.000000 Penalty: 5934.763672
	Iteration 66Q: 3 clusters Score -1.852237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -18522368.000000 Penalty: 5934.763672
	Iteration 67Q: 3 clusters Score -1.852237e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -18522378.000000 Penalty: 5934.763672
	Iteration 68Q: 3 clusters Score -1.852238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18522376.000000 Penalty: 5934.763672
	Iteration 69Q: 3 clusters Score -1.852238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154852 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18522366.000000 Penalty: 5934.763672
	Iteration 70Q: 3 clusters Score -1.852237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -18522374.000000 Penalty: 5934.763672
	Iteration 71Q: 3 clusters Score -1.852237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18522398.000000 Penalty: 5934.763672
	Iteration 72Q: 3 clusters Score -1.85224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -18522394.000000 Penalty: 5934.763672
	Iteration 73Q: 3 clusters Score -1.852239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -18522406.000000 Penalty: 5934.763672
	Iteration 74Q: 3 clusters Score -1.852241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -18522412.000000 Penalty: 5934.763672
	Iteration 75Q: 3 clusters Score -1.852241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -18522416.000000 Penalty: 5934.763672
	Iteration 76Q: 3 clusters Score -1.852242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -18522398.000000 Penalty: 5934.763672
	Iteration 77Q: 3 clusters Score -1.85224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18522404.000000 Penalty: 5934.763672
	Iteration 78Q: 3 clusters Score -1.85224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -18522410.000000 Penalty: 5934.763672
	Iteration 79Q: 3 clusters Score -1.852241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -18522410.000000 Penalty: 5934.763672
	Iteration 80F: 3 clusters Score -1.852241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18522424.000000 Penalty: 5934.763672
	Iteration 81Q: 3 clusters Score -1.852242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -18522428.000000 Penalty: 5934.763672
	Iteration 82Q: 3 clusters Score -1.852243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -18522444.000000 Penalty: 5934.763672
	Iteration 83Q: 3 clusters Score -1.852244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18522420.000000 Penalty: 5934.763672
	Iteration 84Q: 3 clusters Score -1.852242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -18522410.000000 Penalty: 5934.763672
	Iteration 85Q: 3 clusters Score -1.852241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -18522412.000000 Penalty: 5934.763672
	Iteration 86Q: 3 clusters Score -1.852241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18522416.000000 Penalty: 5934.763672
	Iteration 87Q: 3 clusters Score -1.852242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18522420.000000 Penalty: 5934.763672
	Iteration 88Q: 3 clusters Score -1.852242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -18522410.000000 Penalty: 5934.763672
	Iteration 89Q: 3 clusters Score -1.852241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18522418.000000 Penalty: 5934.763672
	Iteration 90Q: 3 clusters Score -1.852242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -18522420.000000 Penalty: 5934.763672
	Iteration 91Q: 3 clusters Score -1.852242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18522422.000000 Penalty: 5934.763672
	Iteration 92Q: 3 clusters Score -1.852242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -18522426.000000 Penalty: 5934.763672
	Iteration 93Q: 3 clusters Score -1.852243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -18522426.000000 Penalty: 5934.763672
	Iteration 94Q: 3 clusters Score -1.852243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -18522422.000000 Penalty: 5934.763672
	Iteration 95Q: 3 clusters Score -1.852242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18522430.000000 Penalty: 5934.763672
	Iteration 96Q: 3 clusters Score -1.852243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155217 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18522414.000000 Penalty: 5934.763672
	Iteration 97Q: 3 clusters Score -1.852241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -18522430.000000 Penalty: 5934.763672
	Iteration 98Q: 3 clusters Score -1.852243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -18522428.000000 Penalty: 5934.763672
	Iteration 99Q: 3 clusters Score -1.852243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -18522420.000000 Penalty: 5934.763672
	Iteration 100F: 3 clusters Score -1.852242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -18522460.000000 Penalty: 5934.763672
	Iteration 101Q: 3 clusters Score -1.852246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -18522438.000000 Penalty: 5934.763672
	Iteration 102Q: 3 clusters Score -1.852244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -18522450.000000 Penalty: 5934.763672
	Iteration 103Q: 3 clusters Score -1.852245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -18522460.000000 Penalty: 5934.763672
	Iteration 104Q: 3 clusters Score -1.852246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -18522452.000000 Penalty: 5934.763672
	Iteration 105Q: 3 clusters Score -1.852245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -18522472.000000 Penalty: 5934.763672
	Iteration 106Q: 3 clusters Score -1.852247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18522472.000000 Penalty: 5934.763672
	Iteration 107Q: 3 clusters Score -1.852247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18522480.000000 Penalty: 5934.763672
	Iteration 108Q: 3 clusters Score -1.852248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18522468.000000 Penalty: 5934.763672
	Iteration 109Q: 3 clusters Score -1.852247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -18522478.000000 Penalty: 5934.763672
	Iteration 110Q: 3 clusters Score -1.852248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -18522486.000000 Penalty: 5934.763672
	Iteration 111Q: 3 clusters Score -1.852249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155390 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18522488.000000 Penalty: 5934.763672
	Iteration 112Q: 3 clusters Score -1.852249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -18522494.000000 Penalty: 5934.763672
	Iteration 113Q: 3 clusters Score -1.852249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18522504.000000 Penalty: 5934.763672
	Iteration 114Q: 3 clusters Score -1.85225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155434 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -18522506.000000 Penalty: 5934.763672
	Iteration 115Q: 3 clusters Score -1.852251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -18522524.000000 Penalty: 5934.763672
	Iteration 116Q: 3 clusters Score -1.852252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18522524.000000 Penalty: 5934.763672
	Iteration 117Q: 3 clusters Score -1.852252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -18522530.000000 Penalty: 5934.763672
	Iteration 118Q: 3 clusters Score -1.852253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155461 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -18522516.000000 Penalty: 5934.763672
	Iteration 119Q: 3 clusters Score -1.852252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -18522512.000000 Penalty: 5934.763672
	Iteration 120F: 3 clusters Score -1.852251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Entering Unmasked Estep 
Score: -6744567.000000 Penalty: 2716.095703
	Iteration 0F: 2 clusters Score -6744567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6706263.000000 Penalty: 5432.191406
	Iteration 0F: 3 clusters Score -6706263 nChanged 26380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -6721056.000000 Penalty: 5432.191406
	Iteration 1F: 3 clusters Score -6721056 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6721652.500000 Penalty: 5432.191406
	Iteration 2Q: 3 clusters Score -6721652 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6722246.500000 Penalty: 5432.191406
	Iteration 3Q: 3 clusters Score -6722246 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -6723074.500000 Penalty: 5432.191406
	Iteration 4Q: 3 clusters Score -6723074 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -6724300.500000 Penalty: 5432.191406
	Iteration 5Q: 3 clusters Score -6724300 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -6726583.500000 Penalty: 5432.191406
	Iteration 6F: 3 clusters Score -6726584 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6730442.000000 Penalty: 5432.191406
	Iteration 7F: 3 clusters Score -6730442 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -6735619.000000 Penalty: 5432.191406
	Iteration 8F: 3 clusters Score -6735619 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6739886.000000 Penalty: 5432.191406
	Iteration 9F: 3 clusters Score -6739886 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6742336.000000 Penalty: 5432.191406
	Iteration 10Q: 3 clusters Score -6742336 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6743413.500000 Penalty: 5432.191406
	Iteration 11Q: 3 clusters Score -6743414 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6743733.500000 Penalty: 5432.191406
	Iteration 12Q: 3 clusters Score -6743734 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6743858.000000 Penalty: 5432.191406
	Iteration 13Q: 3 clusters Score -6743858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6743914.000000 Penalty: 5432.191406
	Iteration 14Q: 3 clusters Score -6743914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6743934.500000 Penalty: 5432.191406
	Iteration 15Q: 3 clusters Score -6743934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6743963.000000 Penalty: 5432.191406
	Iteration 16Q: 3 clusters Score -6743963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6743965.500000 Penalty: 5432.191406
	Iteration 17Q: 3 clusters Score -6743966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6743972.500000 Penalty: 5432.191406
	Iteration 18Q: 3 clusters Score -6743972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6743977.000000 Penalty: 5432.191406
	Iteration 19Q: 3 clusters Score -6743977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6743987.000000 Penalty: 5432.191406
	Iteration 20F: 3 clusters Score -6743987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6743976.000000 Penalty: 5432.191406
	Iteration 21Q: 3 clusters Score -6743976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6743983.000000 Penalty: 5432.191406
	Iteration 22Q: 3 clusters Score -6743983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6743977.500000 Penalty: 5432.191406
	Iteration 23Q: 3 clusters Score -6743978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6743983.000000 Penalty: 5432.191406
	Iteration 24Q: 3 clusters Score -6743983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6743982.000000 Penalty: 5432.191406
	Iteration 25Q: 3 clusters Score -6743982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6743979.500000 Penalty: 5432.191406
	Iteration 26Q: 3 clusters Score -6743980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6743983.000000 Penalty: 5432.191406
	Iteration 27Q: 3 clusters Score -6743983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6743983.500000 Penalty: 5432.191406
	Iteration 28Q: 3 clusters Score -6743984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6743981.000000 Penalty: 5432.191406
	Iteration 29Q: 3 clusters Score -6743981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6743980.000000 Penalty: 5432.191406
	Iteration 30Q: 3 clusters Score -6743980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6743980.000000 Penalty: 5432.191406
	Iteration 31F: 3 clusters Score -6743980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Entering Unmasked Estep 
Score: -9217440.000000 Penalty: 2792.049805
	Iteration 0F: 2 clusters Score -9217440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -9165512.000000 Penalty: 5584.099609
	Iteration 0F: 3 clusters Score -9165512 nChanged 36308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -9186046.000000 Penalty: 5584.099609
	Iteration 1F: 3 clusters Score -9186046 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -9186729.000000 Penalty: 5584.099609
	Iteration 2Q: 3 clusters Score -9186729 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -9187494.000000 Penalty: 5584.099609
	Iteration 3Q: 3 clusters Score -9187494 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -9188338.000000 Penalty: 5584.099609
	Iteration 4Q: 3 clusters Score -9188338 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -9189399.000000 Penalty: 5584.099609
	Iteration 5Q: 3 clusters Score -9189399 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -9190771.000000 Penalty: 5584.099609
	Iteration 6Q: 3 clusters Score -9190771 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -9192674.000000 Penalty: 5584.099609
	Iteration 7Q: 3 clusters Score -9192674 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -9195054.000000 Penalty: 5584.099609
	Iteration 8Q: 3 clusters Score -9195054 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9197951.000000 Penalty: 5584.099609
	Iteration 9F: 3 clusters Score -9197951 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -9200908.000000 Penalty: 5584.099609
	Iteration 10F: 3 clusters Score -9200908 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -9203599.000000 Penalty: 5584.099609
	Iteration 11F: 3 clusters Score -9203599 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -9205535.000000 Penalty: 5584.099609
	Iteration 12Q: 3 clusters Score -9205535 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -9206703.000000 Penalty: 5584.099609
	Iteration 13Q: 3 clusters Score -9206703 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -9207363.000000 Penalty: 5584.099609
	Iteration 14Q: 3 clusters Score -9207363 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -9207707.000000 Penalty: 5584.099609
	Iteration 15Q: 3 clusters Score -9207707 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -9207966.000000 Penalty: 5584.099609
	Iteration 16Q: 3 clusters Score -9207966 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -9208175.000000 Penalty: 5584.099609
	Iteration 17Q: 3 clusters Score -9208175 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -9208433.000000 Penalty: 5584.099609
	Iteration 18Q: 3 clusters Score -9208433 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -9208623.000000 Penalty: 5584.099609
	Iteration 19Q: 3 clusters Score -9208623 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9208807.000000 Penalty: 5584.099609
	Iteration 20F: 3 clusters Score -9208807 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -9209010.000000 Penalty: 5584.099609
	Iteration 21Q: 3 clusters Score -9209010 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -9209211.000000 Penalty: 5584.099609
	Iteration 22Q: 3 clusters Score -9209211 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -9209363.000000 Penalty: 5584.099609
	Iteration 23Q: 3 clusters Score -9209363 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -9209597.000000 Penalty: 5584.099609
	Iteration 24Q: 3 clusters Score -9209597 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -9209784.000000 Penalty: 5584.099609
	Iteration 25Q: 3 clusters Score -9209784 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -9210028.000000 Penalty: 5584.099609
	Iteration 26Q: 3 clusters Score -9210028 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -9210247.000000 Penalty: 5584.099609
	Iteration 27Q: 3 clusters Score -9210247 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -9210483.000000 Penalty: 5584.099609
	Iteration 28Q: 3 clusters Score -9210483 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -9210673.000000 Penalty: 5584.099609
	Iteration 29Q: 3 clusters Score -9210673 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -9210916.000000 Penalty: 5584.099609
	Iteration 30Q: 3 clusters Score -9210916 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -9211165.000000 Penalty: 5584.099609
	Iteration 31Q: 3 clusters Score -9211165 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -9211410.000000 Penalty: 5584.099609
	Iteration 32Q: 3 clusters Score -9211410 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -9211689.000000 Penalty: 5584.099609
	Iteration 33Q: 3 clusters Score -9211689 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -9211915.000000 Penalty: 5584.099609
	Iteration 34Q: 3 clusters Score -9211915 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -9212186.000000 Penalty: 5584.099609
	Iteration 35Q: 3 clusters Score -9212186 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -9212493.000000 Penalty: 5584.099609
	Iteration 36Q: 3 clusters Score -9212493 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -9212715.000000 Penalty: 5584.099609
	Iteration 37Q: 3 clusters Score -9212715 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -9212930.000000 Penalty: 5584.099609
	Iteration 38Q: 3 clusters Score -9212930 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -9213168.000000 Penalty: 5584.099609
	Iteration 39Q: 3 clusters Score -9213168 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -9213389.000000 Penalty: 5584.099609
	Iteration 40F: 3 clusters Score -9213389 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -9213591.000000 Penalty: 5584.099609
	Iteration 41Q: 3 clusters Score -9213591 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9213750.000000 Penalty: 5584.099609
	Iteration 42Q: 3 clusters Score -9213750 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9213900.000000 Penalty: 5584.099609
	Iteration 43Q: 3 clusters Score -9213900 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9214041.000000 Penalty: 5584.099609
	Iteration 44Q: 3 clusters Score -9214041 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9214205.000000 Penalty: 5584.099609
	Iteration 45Q: 3 clusters Score -9214205 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9214312.000000 Penalty: 5584.099609
	Iteration 46Q: 3 clusters Score -9214312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9214431.000000 Penalty: 5584.099609
	Iteration 47Q: 3 clusters Score -9214431 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9214540.000000 Penalty: 5584.099609
	Iteration 48Q: 3 clusters Score -9214540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9214624.000000 Penalty: 5584.099609
	Iteration 49Q: 3 clusters Score -9214624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9214696.000000 Penalty: 5584.099609
	Iteration 50Q: 3 clusters Score -9214696 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9214763.000000 Penalty: 5584.099609
	Iteration 51Q: 3 clusters Score -9214763 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9214789.000000 Penalty: 5584.099609
	Iteration 52Q: 3 clusters Score -9214789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9214851.000000 Penalty: 5584.099609
	Iteration 53Q: 3 clusters Score -9214851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9214868.000000 Penalty: 5584.099609
	Iteration 54Q: 3 clusters Score -9214868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9214899.000000 Penalty: 5584.099609
	Iteration 55Q: 3 clusters Score -9214899 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9214931.000000 Penalty: 5584.099609
	Iteration 56Q: 3 clusters Score -9214931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9214938.000000 Penalty: 5584.099609
	Iteration 57Q: 3 clusters Score -9214938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9214947.000000 Penalty: 5584.099609
	Iteration 58Q: 3 clusters Score -9214947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9214984.000000 Penalty: 5584.099609
	Iteration 59Q: 3 clusters Score -9214984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76232 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9214998.000000 Penalty: 5584.099609
	Iteration 60F: 3 clusters Score -9214998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9215012.000000 Penalty: 5584.099609
	Iteration 61Q: 3 clusters Score -9215012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9215019.000000 Penalty: 5584.099609
	Iteration 62Q: 3 clusters Score -9215019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9215028.000000 Penalty: 5584.099609
	Iteration 63Q: 3 clusters Score -9215028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9215040.000000 Penalty: 5584.099609
	Iteration 64Q: 3 clusters Score -9215040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9215036.000000 Penalty: 5584.099609
	Iteration 65Q: 3 clusters Score -9215036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9215043.000000 Penalty: 5584.099609
	Iteration 66Q: 3 clusters Score -9215043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9215043.000000 Penalty: 5584.099609
	Iteration 67Q: 3 clusters Score -9215043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9215044.000000 Penalty: 5584.099609
	Iteration 68Q: 3 clusters Score -9215044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9215048.000000 Penalty: 5584.099609
	Iteration 69Q: 3 clusters Score -9215048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9215053.000000 Penalty: 5584.099609
	Iteration 70Q: 3 clusters Score -9215053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9215054.000000 Penalty: 5584.099609
	Iteration 71Q: 3 clusters Score -9215054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9215054.000000 Penalty: 5584.099609
	Iteration 72F: 3 clusters Score -9215054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Entering Unmasked Estep 
Score: -7732644.500000 Penalty: 2748.294922
	Iteration 0F: 2 clusters Score -7732644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7688989.500000 Penalty: 5496.589844
	Iteration 0F: 3 clusters Score -7688990 nChanged 30385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -7705884.500000 Penalty: 5496.589844
	Iteration 1F: 3 clusters Score -7705884 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7706512.500000 Penalty: 5496.589844
	Iteration 2Q: 3 clusters Score -7706512 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7707270.500000 Penalty: 5496.589844
	Iteration 3Q: 3 clusters Score -7707270 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7708390.000000 Penalty: 5496.589844
	Iteration 4Q: 3 clusters Score -7708390 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7710051.000000 Penalty: 5496.589844
	Iteration 5Q: 3 clusters Score -7710051 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -7712691.000000 Penalty: 5496.589844
	Iteration 6F: 3 clusters Score -7712691 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -7716299.500000 Penalty: 5496.589844
	Iteration 7F: 3 clusters Score -7716300 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -7720557.000000 Penalty: 5496.589844
	Iteration 8F: 3 clusters Score -7720557 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -7724745.500000 Penalty: 5496.589844
	Iteration 9F: 3 clusters Score -7724746 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -7727619.000000 Penalty: 5496.589844
	Iteration 10Q: 3 clusters Score -7727619 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -7729058.000000 Penalty: 5496.589844
	Iteration 11Q: 3 clusters Score -7729058 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -7729663.000000 Penalty: 5496.589844
	Iteration 12Q: 3 clusters Score -7729663 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -7729933.000000 Penalty: 5496.589844
	Iteration 13Q: 3 clusters Score -7729933 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -7730051.000000 Penalty: 5496.589844
	Iteration 14Q: 3 clusters Score -7730051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7730131.000000 Penalty: 5496.589844
	Iteration 15Q: 3 clusters Score -7730131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7730156.000000 Penalty: 5496.589844
	Iteration 16Q: 3 clusters Score -7730156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -7730170.500000 Penalty: 5496.589844
	Iteration 17Q: 3 clusters Score -7730170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7730175.000000 Penalty: 5496.589844
	Iteration 18Q: 3 clusters Score -7730175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -7730196.500000 Penalty: 5496.589844
	Iteration 19Q: 3 clusters Score -7730196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -7730213.500000 Penalty: 5496.589844
	Iteration 20F: 3 clusters Score -7730214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -7730227.500000 Penalty: 5496.589844
	Iteration 21Q: 3 clusters Score -7730228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -7730236.000000 Penalty: 5496.589844
	Iteration 22Q: 3 clusters Score -7730236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7730244.500000 Penalty: 5496.589844
	Iteration 23Q: 3 clusters Score -7730244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7730251.000000 Penalty: 5496.589844
	Iteration 24Q: 3 clusters Score -7730251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -7730257.500000 Penalty: 5496.589844
	Iteration 25Q: 3 clusters Score -7730258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -7730267.000000 Penalty: 5496.589844
	Iteration 26Q: 3 clusters Score -7730267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7730268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -7730267.500000 Penalty: 5496.589844
	Iteration 28F: 3 clusters Score -7730268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41308 members 
Mstep: Class 5 contains 173118 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 179767 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165962 members 
Mstep: Class 12 contains 6263 members 
Mstep: Class 13 contains 56853 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 157196 members 
Mstep: Class 16 contains 57068 members 
Mstep: Class 17 contains 77518 members 
Mstep: Class 19 contains 64980 members 
Entering Unmasked Estep 
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Iteration 359Q: 19 clusters Score -1.180643e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41343 members 
Mstep: Class 5 contains 173802 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 179735 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165900 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 56619 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 156974 members 
Mstep: Class 16 contains 57088 members 
Mstep: Class 17 contains 77455 members 
Mstep: Class 19 contains 64874 members 
Entering Unmasked Estep 
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Iteration 360F: 19 clusters Score -1.180642e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41371 members 
Mstep: Class 5 contains 174447 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 179700 members 
Mstep: Class 9 contains 2181 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165852 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 56414 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 156759 members 
Mstep: Class 16 contains 57109 members 
Mstep: Class 17 contains 77372 members 
Mstep: Class 19 contains 64790 members 
Entering Unmasked Estep 
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Iteration 361Q: 19 clusters Score -1.180644e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41385 members 
Mstep: Class 5 contains 174986 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 179697 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165834 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 56210 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 156585 members 
Mstep: Class 16 contains 57135 members 
Mstep: Class 17 contains 77303 members 
Mstep: Class 19 contains 64697 members 
Entering Unmasked Estep 
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Iteration 362Q: 19 clusters Score -1.180645e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8483 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41400 members 
Mstep: Class 5 contains 175442 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3475 members 
Mstep: Class 8 contains 179695 members 
Mstep: Class 9 contains 2154 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165852 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 55999 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 156432 members 
Mstep: Class 16 contains 57162 members 
Mstep: Class 17 contains 77241 members 
Mstep: Class 19 contains 64626 members 
Entering Unmasked Estep 
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Iteration 363Q: 19 clusters Score -1.180644e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41400 members 
Mstep: Class 5 contains 175843 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3471 members 
Mstep: Class 8 contains 179693 members 
Mstep: Class 9 contains 2140 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165882 members 
Mstep: Class 12 contains 6255 members 
Mstep: Class 13 contains 55785 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156352 members 
Mstep: Class 16 contains 57184 members 
Mstep: Class 17 contains 77177 members 
Mstep: Class 19 contains 64551 members 
Entering Unmasked Estep 
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Iteration 364Q: 19 clusters Score -1.180646e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41404 members 
Mstep: Class 5 contains 176187 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 179718 members 
Mstep: Class 9 contains 2130 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 55565 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156325 members 
Mstep: Class 16 contains 57197 members 
Mstep: Class 17 contains 77124 members 
Mstep: Class 19 contains 64463 members 
Entering Unmasked Estep 
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Iteration 365Q: 19 clusters Score -1.180641e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41413 members 
Mstep: Class 5 contains 176470 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3460 members 
Mstep: Class 8 contains 179750 members 
Mstep: Class 9 contains 2119 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165900 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 55368 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156345 members 
Mstep: Class 16 contains 57210 members 
Mstep: Class 17 contains 77069 members 
Mstep: Class 19 contains 64389 members 
Entering Unmasked Estep 
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Iteration 366Q: 19 clusters Score -1.18064e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41431 members 
Mstep: Class 5 contains 176728 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 179774 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165928 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 55211 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156277 members 
Mstep: Class 16 contains 57228 members 
Mstep: Class 17 contains 77027 members 
Mstep: Class 19 contains 64327 members 
Entering Unmasked Estep 
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Iteration 367Q: 19 clusters Score -1.180642e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41444 members 
Mstep: Class 5 contains 176939 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 8 contains 179804 members 
Mstep: Class 9 contains 2102 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165939 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 55084 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156246 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 76983 members 
Mstep: Class 19 contains 64255 members 
Entering Unmasked Estep 
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Iteration 368Q: 19 clusters Score -1.180643e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 177176 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 179833 members 
Mstep: Class 9 contains 2098 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 165970 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 54934 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 156181 members 
Mstep: Class 16 contains 57284 members 
Mstep: Class 17 contains 76935 members 
Mstep: Class 19 contains 64185 members 
Entering Unmasked Estep 
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Iteration 369Q: 19 clusters Score -1.180643e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41476 members 
Mstep: Class 5 contains 177386 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 179873 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166014 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 54801 members 
Mstep: Class 14 contains 1106 members 
Mstep: Class 15 contains 156093 members 
Mstep: Class 16 contains 57316 members 
Mstep: Class 17 contains 76886 members 
Mstep: Class 19 contains 64120 members 
Entering Unmasked Estep 
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Iteration 370Q: 19 clusters Score -1.180641e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 177584 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 179918 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166020 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 54705 members 
Mstep: Class 14 contains 1107 members 
Mstep: Class 15 contains 155999 members 
Mstep: Class 16 contains 57352 members 
Mstep: Class 17 contains 76835 members 
Mstep: Class 19 contains 64082 members 
Entering Unmasked Estep 
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Iteration 371Q: 19 clusters Score -1.180642e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 177726 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 179951 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166015 members 
Mstep: Class 12 contains 6222 members 
Mstep: Class 13 contains 54602 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 155948 members 
Mstep: Class 16 contains 57391 members 
Mstep: Class 17 contains 76799 members 
Mstep: Class 19 contains 64049 members 
Entering Unmasked Estep 
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Iteration 372Q: 19 clusters Score -1.18064e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41506 members 
Mstep: Class 5 contains 177821 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180006 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166032 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 54521 members 
Mstep: Class 14 contains 1112 members 
Mstep: Class 15 contains 155867 members 
Mstep: Class 16 contains 57429 members 
Mstep: Class 17 contains 76776 members 
Mstep: Class 19 contains 64023 members 
Entering Unmasked Estep 
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Iteration 373Q: 19 clusters Score -1.18064e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41527 members 
Mstep: Class 5 contains 177872 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180053 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166057 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 54451 members 
Mstep: Class 14 contains 1111 members 
Mstep: Class 15 contains 155816 members 
Mstep: Class 16 contains 57463 members 
Mstep: Class 17 contains 76763 members 
Mstep: Class 19 contains 63985 members 
Entering Unmasked Estep 
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Iteration 374Q: 19 clusters Score -1.18064e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8477 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41532 members 
Mstep: Class 5 contains 177932 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180067 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166089 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 54381 members 
Mstep: Class 14 contains 1112 members 
Mstep: Class 15 contains 155802 members 
Mstep: Class 16 contains 57488 members 
Mstep: Class 17 contains 76750 members 
Mstep: Class 19 contains 63948 members 
Entering Unmasked Estep 
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Iteration 375Q: 19 clusters Score -1.18064e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41537 members 
Mstep: Class 5 contains 177970 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 180110 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166142 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 54300 members 
Mstep: Class 14 contains 1113 members 
Mstep: Class 15 contains 155769 members 
Mstep: Class 16 contains 57507 members 
Mstep: Class 17 contains 76734 members 
Mstep: Class 19 contains 63922 members 
Entering Unmasked Estep 
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Iteration 376Q: 19 clusters Score -1.180639e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 41545 members 
Mstep: Class 5 contains 177949 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3439 members 
Mstep: Class 8 contains 180155 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166199 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 54234 members 
Mstep: Class 14 contains 1117 members 
Mstep: Class 15 contains 155765 members 
Mstep: Class 16 contains 57523 members 
Mstep: Class 17 contains 76732 members 
Mstep: Class 19 contains 63892 members 
Entering Unmasked Estep 
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Iteration 377Q: 19 clusters Score -1.180639e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 41545 members 
Mstep: Class 5 contains 177914 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180213 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166257 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 54177 members 
Mstep: Class 14 contains 1120 members 
Mstep: Class 15 contains 155753 members 
Mstep: Class 16 contains 57533 members 
Mstep: Class 17 contains 76729 members 
Mstep: Class 19 contains 63876 members 
Entering Unmasked Estep 
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Iteration 378Q: 19 clusters Score -1.180637e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41540 members 
Mstep: Class 5 contains 177872 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180252 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166296 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 54126 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 155769 members 
Mstep: Class 16 contains 57543 members 
Mstep: Class 17 contains 76727 members 
Mstep: Class 19 contains 63868 members 
Entering Unmasked Estep 
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Iteration 379Q: 19 clusters Score -1.180637e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41543 members 
Mstep: Class 5 contains 177825 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180283 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166333 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 54081 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 155788 members 
Mstep: Class 16 contains 57558 members 
Mstep: Class 17 contains 76718 members 
Mstep: Class 19 contains 63862 members 
Entering Unmasked Estep 
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Iteration 380F: 19 clusters Score -1.180638e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8481 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41538 members 
Mstep: Class 5 contains 177802 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3436 members 
Mstep: Class 8 contains 180318 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166365 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 54052 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 155776 members 
Mstep: Class 16 contains 57584 members 
Mstep: Class 17 contains 76700 members 
Mstep: Class 19 contains 63853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063800.000000 Penalty: 61757.199219
Iteration 381Q: 19 clusters Score -1.180638e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41533 members 
Mstep: Class 5 contains 177769 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180353 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166401 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 54017 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 155791 members 
Mstep: Class 16 contains 57609 members 
Mstep: Class 17 contains 76677 members 
Mstep: Class 19 contains 63833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063640.000000 Penalty: 61757.199219
Iteration 382Q: 19 clusters Score -1.180636e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41531 members 
Mstep: Class 5 contains 177708 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180371 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166442 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53998 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 155832 members 
Mstep: Class 16 contains 57624 members 
Mstep: Class 17 contains 76663 members 
Mstep: Class 19 contains 63812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063512.000000 Penalty: 61757.199219
Iteration 383Q: 19 clusters Score -1.180635e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41524 members 
Mstep: Class 5 contains 177641 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3437 members 
Mstep: Class 8 contains 180400 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166487 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53980 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 155872 members 
Mstep: Class 16 contains 57631 members 
Mstep: Class 17 contains 76651 members 
Mstep: Class 19 contains 63795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063552.000000 Penalty: 61757.199219
Iteration 384Q: 19 clusters Score -1.180636e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 1349 members 
Mstep: Class 4 contains 41521 members 
Mstep: Class 5 contains 177583 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 180432 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166527 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 155915 members 
Mstep: Class 16 contains 57632 members 
Mstep: Class 17 contains 76633 members 
Mstep: Class 19 contains 63775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063480.000000 Penalty: 61757.199219
Iteration 385Q: 19 clusters Score -1.180635e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41513 members 
Mstep: Class 5 contains 177526 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 180460 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166550 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53947 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 155941 members 
Mstep: Class 16 contains 57643 members 
Mstep: Class 17 contains 76629 members 
Mstep: Class 19 contains 63769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063528.000000 Penalty: 61757.199219
Iteration 386Q: 19 clusters Score -1.180635e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41506 members 
Mstep: Class 5 contains 177456 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180495 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166563 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53936 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 155974 members 
Mstep: Class 16 contains 57656 members 
Mstep: Class 17 contains 76628 members 
Mstep: Class 19 contains 63761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063456.000000 Penalty: 61757.199219
Iteration 387Q: 19 clusters Score -1.180635e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8480 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41505 members 
Mstep: Class 5 contains 177410 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180520 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166565 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53930 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 156013 members 
Mstep: Class 16 contains 57663 members 
Mstep: Class 17 contains 76624 members 
Mstep: Class 19 contains 63749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063392.000000 Penalty: 61757.199219
Iteration 388Q: 19 clusters Score -1.180634e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 177362 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180530 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166570 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53923 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 156069 members 
Mstep: Class 16 contains 57667 members 
Mstep: Class 17 contains 76622 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063472.000000 Penalty: 61757.199219
Iteration 389Q: 19 clusters Score -1.180635e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 177320 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180535 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166571 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 53914 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 156124 members 
Mstep: Class 16 contains 57667 members 
Mstep: Class 17 contains 76630 members 
Mstep: Class 19 contains 63731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063304.000000 Penalty: 61757.199219
Iteration 390Q: 19 clusters Score -1.180633e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 177280 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180533 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166568 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53907 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 156173 members 
Mstep: Class 16 contains 57669 members 
Mstep: Class 17 contains 76643 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063368.000000 Penalty: 61757.199219
Iteration 391Q: 19 clusters Score -1.180634e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 177248 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180538 members 
Mstep: Class 9 contains 2082 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166559 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53905 members 
Mstep: Class 14 contains 1124 members 
Mstep: Class 15 contains 156210 members 
Mstep: Class 16 contains 57673 members 
Mstep: Class 17 contains 76640 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063408.000000 Penalty: 61757.199219
Iteration 392Q: 19 clusters Score -1.180634e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41486 members 
Mstep: Class 5 contains 177204 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180541 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166562 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53891 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156255 members 
Mstep: Class 16 contains 57676 members 
Mstep: Class 17 contains 76647 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063536.000000 Penalty: 61757.199219
Iteration 393Q: 19 clusters Score -1.180635e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8476 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41484 members 
Mstep: Class 5 contains 177165 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180548 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166567 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53880 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156295 members 
Mstep: Class 16 contains 57680 members 
Mstep: Class 17 contains 76650 members 
Mstep: Class 19 contains 63719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063488.000000 Penalty: 61757.199219
Iteration 394Q: 19 clusters Score -1.180635e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 177119 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180563 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166574 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53868 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156334 members 
Mstep: Class 16 contains 57681 members 
Mstep: Class 17 contains 76657 members 
Mstep: Class 19 contains 63715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063432.000000 Penalty: 61757.199219
Iteration 395Q: 19 clusters Score -1.180634e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 177072 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180567 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166589 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53857 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156370 members 
Mstep: Class 16 contains 57686 members 
Mstep: Class 17 contains 76666 members 
Mstep: Class 19 contains 63711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063440.000000 Penalty: 61757.199219
Iteration 396Q: 19 clusters Score -1.180634e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 177015 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180575 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166605 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53847 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156417 members 
Mstep: Class 16 contains 57690 members 
Mstep: Class 17 contains 76666 members 
Mstep: Class 19 contains 63707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063488.000000 Penalty: 61757.199219
Iteration 397Q: 19 clusters Score -1.180635e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8475 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 176978 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180579 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166608 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53831 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156459 members 
Mstep: Class 16 contains 57694 members 
Mstep: Class 17 contains 76671 members 
Mstep: Class 19 contains 63705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063456.000000 Penalty: 61757.199219
Iteration 398Q: 19 clusters Score -1.180635e+08 nChanged 191
Entering ConstructFrom: 
Score: -118063456.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Entering Unmasked Estep 
Score: -2260491.250000 Penalty: 2448.485352
	Iteration 0F: 2 clusters Score -2260491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2246797.750000 Penalty: 4896.970703
	Iteration 0F: 3 clusters Score -2246798 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2251319.500000 Penalty: 4896.970703
	Iteration 1F: 3 clusters Score -2251320 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2251789.750000 Penalty: 4896.970703
	Iteration 2F: 3 clusters Score -2251790 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2252329.250000 Penalty: 4896.970703
	Iteration 3F: 3 clusters Score -2252329 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2253034.250000 Penalty: 4896.970703
	Iteration 4F: 3 clusters Score -2253034 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2253924.750000 Penalty: 4896.970703
	Iteration 5F: 3 clusters Score -2253925 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2255011.000000 Penalty: 4896.970703
	Iteration 6F: 3 clusters Score -2255011 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2256004.750000 Penalty: 4896.970703
	Iteration 7F: 3 clusters Score -2256005 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2256856.000000 Penalty: 4896.970703
	Iteration 8F: 3 clusters Score -2256856 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2257536.500000 Penalty: 4896.970703
	Iteration 9Q: 3 clusters Score -2257536 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2258087.750000 Penalty: 4896.970703
	Iteration 10Q: 3 clusters Score -2258088 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2258478.250000 Penalty: 4896.970703
	Iteration 11Q: 3 clusters Score -2258478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2258783.250000 Penalty: 4896.970703
	Iteration 12Q: 3 clusters Score -2258783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2258976.250000 Penalty: 4896.970703
	Iteration 13Q: 3 clusters Score -2258976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2259072.250000 Penalty: 4896.970703
	Iteration 14Q: 3 clusters Score -2259072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2259107.500000 Penalty: 4896.970703
	Iteration 15Q: 3 clusters Score -2259108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2259130.500000 Penalty: 4896.970703
	Iteration 16Q: 3 clusters Score -2259130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2259148.500000 Penalty: 4896.970703
	Iteration 17Q: 3 clusters Score -2259148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2259157.000000 Penalty: 4896.970703
	Iteration 18Q: 3 clusters Score -2259157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2259156.250000 Penalty: 4896.970703
	Iteration 19Q: 3 clusters Score -2259156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2259163.250000 Penalty: 4896.970703
	Iteration 20F: 3 clusters Score -2259163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2259163.000000 Penalty: 4896.970703
	Iteration 21Q: 3 clusters Score -2259163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2259166.750000 Penalty: 4896.970703
	Iteration 22Q: 3 clusters Score -2259167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2259168.250000 Penalty: 4896.970703
	Iteration 23Q: 3 clusters Score -2259168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2259171.250000 Penalty: 4896.970703
	Iteration 24Q: 3 clusters Score -2259171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2259175.750000 Penalty: 4896.970703
	Iteration 25Q: 3 clusters Score -2259176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2259173.000000 Penalty: 4896.970703
	Iteration 26Q: 3 clusters Score -2259173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2259172.750000 Penalty: 4896.970703
	Iteration 27Q: 3 clusters Score -2259173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2259174.500000 Penalty: 4896.970703
	Iteration 28Q: 3 clusters Score -2259174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2259183.000000 Penalty: 4896.970703
	Iteration 29Q: 3 clusters Score -2259183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2259178.750000 Penalty: 4896.970703
	Iteration 30Q: 3 clusters Score -2259179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2259181.500000 Penalty: 4896.970703
	Iteration 31Q: 3 clusters Score -2259182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2259185.250000 Penalty: 4896.970703
	Iteration 32Q: 3 clusters Score -2259185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2259184.750000 Penalty: 4896.970703
	Iteration 33Q: 3 clusters Score -2259185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2259188.750000 Penalty: 4896.970703
	Iteration 34Q: 3 clusters Score -2259189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2259188.750000 Penalty: 4896.970703
	Iteration 35Q: 3 clusters Score -2259189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2259186.750000 Penalty: 4896.970703
	Iteration 36Q: 3 clusters Score -2259187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2259189.000000 Penalty: 4896.970703
	Iteration 37Q: 3 clusters Score -2259189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2259190.000000 Penalty: 4896.970703
	Iteration 38Q: 3 clusters Score -2259190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2259190.500000 Penalty: 4896.970703
	Iteration 39Q: 3 clusters Score -2259190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2259190.500000 Penalty: 4896.970703
	Iteration 40F: 3 clusters Score -2259190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Entering Unmasked Estep 
Score: -987156.687500 Penalty: 2243.099854
	Iteration 0F: 2 clusters Score -987156.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -980382.000000 Penalty: 4486.199707
	Iteration 0F: 3 clusters Score -980382 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -982167.375000 Penalty: 4486.199707
	Iteration 1F: 3 clusters Score -982167.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -982418.500000 Penalty: 4486.199707
	Iteration 2F: 3 clusters Score -982418.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -982600.187500 Penalty: 4486.199707
	Iteration 3Q: 3 clusters Score -982600.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -982753.625000 Penalty: 4486.199707
	Iteration 4Q: 3 clusters Score -982753.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -982879.500000 Penalty: 4486.199707
	Iteration 5Q: 3 clusters Score -982879.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -982987.500000 Penalty: 4486.199707
	Iteration 6Q: 3 clusters Score -982987.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -983096.125000 Penalty: 4486.199707
	Iteration 7Q: 3 clusters Score -983096.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -983195.875000 Penalty: 4486.199707
	Iteration 8Q: 3 clusters Score -983195.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -983306.437500 Penalty: 4486.199707
	Iteration 9Q: 3 clusters Score -983306.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -983474.812500 Penalty: 4486.199707
	Iteration 10Q: 3 clusters Score -983474.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -983692.437500 Penalty: 4486.199707
	Iteration 11Q: 3 clusters Score -983692.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -983912.937500 Penalty: 4486.199707
	Iteration 12Q: 3 clusters Score -983912.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -984127.437500 Penalty: 4486.199707
	Iteration 13Q: 3 clusters Score -984127.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -984333.375000 Penalty: 4486.199707
	Iteration 14Q: 3 clusters Score -984333.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -984501.187500 Penalty: 4486.199707
	Iteration 15Q: 3 clusters Score -984501.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -984660.500000 Penalty: 4486.199707
	Iteration 16Q: 3 clusters Score -984660.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -984783.375000 Penalty: 4486.199707
	Iteration 17Q: 3 clusters Score -984783.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -984867.000000 Penalty: 4486.199707
	Iteration 18Q: 3 clusters Score -984867 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -984936.937500 Penalty: 4486.199707
	Iteration 19Q: 3 clusters Score -984936.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -984991.937500 Penalty: 4486.199707
	Iteration 20F: 3 clusters Score -984991.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -985033.187500 Penalty: 4486.199707
	Iteration 21Q: 3 clusters Score -985033.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -985073.437500 Penalty: 4486.199707
	Iteration 22Q: 3 clusters Score -985073.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -985097.000000 Penalty: 4486.199707
	Iteration 23Q: 3 clusters Score -985097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -985111.937500 Penalty: 4486.199707
	Iteration 24Q: 3 clusters Score -985111.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -985129.687500 Penalty: 4486.199707
	Iteration 25Q: 3 clusters Score -985129.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -985146.437500 Penalty: 4486.199707
	Iteration 26Q: 3 clusters Score -985146.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -985164.437500 Penalty: 4486.199707
	Iteration 27Q: 3 clusters Score -985164.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -985181.000000 Penalty: 4486.199707
	Iteration 28Q: 3 clusters Score -985181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -985194.937500 Penalty: 4486.199707
	Iteration 29Q: 3 clusters Score -985194.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -985213.500000 Penalty: 4486.199707
	Iteration 30Q: 3 clusters Score -985213.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -985227.437500 Penalty: 4486.199707
	Iteration 31Q: 3 clusters Score -985227.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -985246.937500 Penalty: 4486.199707
	Iteration 32Q: 3 clusters Score -985246.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -985263.750000 Penalty: 4486.199707
	Iteration 33Q: 3 clusters Score -985263.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -985286.312500 Penalty: 4486.199707
	Iteration 34Q: 3 clusters Score -985286.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -985309.375000 Penalty: 4486.199707
	Iteration 35Q: 3 clusters Score -985309.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -985331.750000 Penalty: 4486.199707
	Iteration 36Q: 3 clusters Score -985331.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -985357.437500 Penalty: 4486.199707
	Iteration 37Q: 3 clusters Score -985357.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -985375.437500 Penalty: 4486.199707
	Iteration 38Q: 3 clusters Score -985375.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -985392.562500 Penalty: 4486.199707
	Iteration 39Q: 3 clusters Score -985392.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -985401.250000 Penalty: 4486.199707
	Iteration 40F: 3 clusters Score -985401.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -985409.875000 Penalty: 4486.199707
	Iteration 41Q: 3 clusters Score -985409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -985416.750000 Penalty: 4486.199707
	Iteration 42Q: 3 clusters Score -985416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -985422.687500 Penalty: 4486.199707
	Iteration 43Q: 3 clusters Score -985422.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -985429.250000 Penalty: 4486.199707
	Iteration 44Q: 3 clusters Score -985429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -985434.687500 Penalty: 4486.199707
	Iteration 45Q: 3 clusters Score -985434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -985436.312500 Penalty: 4486.199707
	Iteration 46Q: 3 clusters Score -985436.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -985436.750000 Penalty: 4486.199707
	Iteration 47Q: 3 clusters Score -985436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -985439.875000 Penalty: 4486.199707
	Iteration 48Q: 3 clusters Score -985439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -985441.687500 Penalty: 4486.199707
	Iteration 49Q: 3 clusters Score -985441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -985443.312500 Penalty: 4486.199707
	Iteration 50Q: 3 clusters Score -985443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -985442.500000 Penalty: 4486.199707
	Iteration 51Q: 3 clusters Score -985442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -985442.500000 Penalty: 4486.199707
	Iteration 52F: 3 clusters Score -985442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -143351.796875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -143351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141189.515625 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -141189.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141605.515625 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -141605.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141738.984375 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -141739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141877.296875 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -141877.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142057.937500 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -142057.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142273.140625 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -142273.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142419.375000 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -142419.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142532.890625 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -142532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142598.609375 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -142598.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142635.312500 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -142635.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142662.859375 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -142662.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142694.203125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -142694.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142715.000000 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -142715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -142728.859375 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -142728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142742.046875 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -142742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142765.500000 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -142765.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142786.062500 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -142786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142796.656250 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -142796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142804.718750 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -142804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142808.890625 Penalty: 3575.098633
	Iteration 19Q: 3 clusters Score -142808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142820.406250 Penalty: 3575.098633
	Iteration 20F: 3 clusters Score -142820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142837.062500 Penalty: 3575.098633
	Iteration 21Q: 3 clusters Score -142837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142848.781250 Penalty: 3575.098633
	Iteration 22Q: 3 clusters Score -142848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -142853.812500 Penalty: 3575.098633
	Iteration 23Q: 3 clusters Score -142853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142861.406250 Penalty: 3575.098633
	Iteration 24Q: 3 clusters Score -142861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142880.703125 Penalty: 3575.098633
	Iteration 25Q: 3 clusters Score -142880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -142887.281250 Penalty: 3575.098633
	Iteration 26Q: 3 clusters Score -142887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142893.140625 Penalty: 3575.098633
	Iteration 27Q: 3 clusters Score -142893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -142900.765625 Penalty: 3575.098633
	Iteration 28Q: 3 clusters Score -142900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -142902.328125 Penalty: 3575.098633
	Iteration 29Q: 3 clusters Score -142902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142904.609375 Penalty: 3575.098633
	Iteration 30Q: 3 clusters Score -142904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142906.687500 Penalty: 3575.098633
	Iteration 31Q: 3 clusters Score -142906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142907.453125 Penalty: 3575.098633
	Iteration 32Q: 3 clusters Score -142907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142908.546875 Penalty: 3575.098633
	Iteration 33Q: 3 clusters Score -142908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142908.546875 Penalty: 3575.098633
	Iteration 34F: 3 clusters Score -142908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Entering Unmasked Estep 
Score: -4723618.000000 Penalty: 2636.957764
	Iteration 0F: 2 clusters Score -4723618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4695561.500000 Penalty: 5273.915527
	Iteration 0F: 3 clusters Score -4695562 nChanged 19021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4706498.500000 Penalty: 5273.915527
	Iteration 1F: 3 clusters Score -4706498 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4707826.000000 Penalty: 5273.915527
	Iteration 2F: 3 clusters Score -4707826 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4709787.500000 Penalty: 5273.915527
	Iteration 3F: 3 clusters Score -4709788 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4712592.500000 Penalty: 5273.915527
	Iteration 4F: 3 clusters Score -4712592 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4715930.000000 Penalty: 5273.915527
	Iteration 5F: 3 clusters Score -4715930 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4718754.500000 Penalty: 5273.915527
	Iteration 6F: 3 clusters Score -4718754 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -4720398.500000 Penalty: 5273.915527
	Iteration 7F: 3 clusters Score -4720398 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4721063.500000 Penalty: 5273.915527
	Iteration 8Q: 3 clusters Score -4721064 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4721236.500000 Penalty: 5273.915527
	Iteration 9Q: 3 clusters Score -4721236 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4721296.000000 Penalty: 5273.915527
	Iteration 10Q: 3 clusters Score -4721296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4721349.000000 Penalty: 5273.915527
	Iteration 11Q: 3 clusters Score -4721349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4721421.000000 Penalty: 5273.915527
	Iteration 12Q: 3 clusters Score -4721421 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4721456.000000 Penalty: 5273.915527
	Iteration 13Q: 3 clusters Score -4721456 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4721516.500000 Penalty: 5273.915527
	Iteration 14Q: 3 clusters Score -4721516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4721559.500000 Penalty: 5273.915527
	Iteration 15Q: 3 clusters Score -4721560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4721598.500000 Penalty: 5273.915527
	Iteration 16Q: 3 clusters Score -4721598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4721634.000000 Penalty: 5273.915527
	Iteration 17Q: 3 clusters Score -4721634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4721650.000000 Penalty: 5273.915527
	Iteration 18Q: 3 clusters Score -4721650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4721647.500000 Penalty: 5273.915527
	Iteration 19Q: 3 clusters Score -4721648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -4721648.500000 Penalty: 5273.915527
	Iteration 20F: 3 clusters Score -4721648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4721638.500000 Penalty: 5273.915527
	Iteration 21Q: 3 clusters Score -4721638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4721643.000000 Penalty: 5273.915527
	Iteration 22Q: 3 clusters Score -4721643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4721637.500000 Penalty: 5273.915527
	Iteration 23Q: 3 clusters Score -4721638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4721635.000000 Penalty: 5273.915527
	Iteration 24Q: 3 clusters Score -4721635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4721629.000000 Penalty: 5273.915527
	Iteration 25Q: 3 clusters Score -4721629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -4721629.000000 Penalty: 5273.915527
	Iteration 26Q: 3 clusters Score -4721629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4721641.000000 Penalty: 5273.915527
	Iteration 27Q: 3 clusters Score -4721641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4721646.000000 Penalty: 5273.915527
	Iteration 28Q: 3 clusters Score -4721646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4721637.000000 Penalty: 5273.915527
	Iteration 29Q: 3 clusters Score -4721637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4721639.000000 Penalty: 5273.915527
	Iteration 30Q: 3 clusters Score -4721639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4721646.500000 Penalty: 5273.915527
	Iteration 31Q: 3 clusters Score -4721646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4721641.500000 Penalty: 5273.915527
	Iteration 32Q: 3 clusters Score -4721642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4721651.000000 Penalty: 5273.915527
	Iteration 33Q: 3 clusters Score -4721651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4721650.500000 Penalty: 5273.915527
	Iteration 34Q: 3 clusters Score -4721650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4721641.500000 Penalty: 5273.915527
	Iteration 35Q: 3 clusters Score -4721642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4721639.000000 Penalty: 5273.915527
	Iteration 36Q: 3 clusters Score -4721639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4721640.000000 Penalty: 5273.915527
	Iteration 37Q: 3 clusters Score -4721640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4721646.500000 Penalty: 5273.915527
	Iteration 38Q: 3 clusters Score -4721646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4721658.500000 Penalty: 5273.915527
	Iteration 39Q: 3 clusters Score -4721658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4721647.500000 Penalty: 5273.915527
	Iteration 40F: 3 clusters Score -4721648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4721644.000000 Penalty: 5273.915527
	Iteration 41Q: 3 clusters Score -4721644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4721650.000000 Penalty: 5273.915527
	Iteration 42Q: 3 clusters Score -4721650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4721655.500000 Penalty: 5273.915527
	Iteration 43Q: 3 clusters Score -4721656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4721662.000000 Penalty: 5273.915527
	Iteration 44Q: 3 clusters Score -4721662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4721660.000000 Penalty: 5273.915527
	Iteration 45Q: 3 clusters Score -4721660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4721672.000000 Penalty: 5273.915527
	Iteration 46Q: 3 clusters Score -4721672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4721673.500000 Penalty: 5273.915527
	Iteration 47Q: 3 clusters Score -4721674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4721669.000000 Penalty: 5273.915527
	Iteration 48Q: 3 clusters Score -4721669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4721671.500000 Penalty: 5273.915527
	Iteration 49Q: 3 clusters Score -4721672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4721671.000000 Penalty: 5273.915527
	Iteration 50Q: 3 clusters Score -4721671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4721670.000000 Penalty: 5273.915527
	Iteration 51Q: 3 clusters Score -4721670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4721671.500000 Penalty: 5273.915527
	Iteration 52Q: 3 clusters Score -4721672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4721671.500000 Penalty: 5273.915527
	Iteration 53Q: 3 clusters Score -4721672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4721665.500000 Penalty: 5273.915527
	Iteration 54Q: 3 clusters Score -4721666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4721670.000000 Penalty: 5273.915527
	Iteration 55Q: 3 clusters Score -4721670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4721671.500000 Penalty: 5273.915527
	Iteration 56Q: 3 clusters Score -4721672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4721670.000000 Penalty: 5273.915527
	Iteration 57Q: 3 clusters Score -4721670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4721669.000000 Penalty: 5273.915527
	Iteration 58Q: 3 clusters Score -4721669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4721665.500000 Penalty: 5273.915527
	Iteration 59Q: 3 clusters Score -4721666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4721667.500000 Penalty: 5273.915527
	Iteration 60F: 3 clusters Score -4721668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4721664.500000 Penalty: 5273.915527
	Iteration 61Q: 3 clusters Score -4721664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4721664.500000 Penalty: 5273.915527
	Iteration 62F: 3 clusters Score -4721664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (176908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Entering Unmasked Estep 
Score: -20801962.000000 Penalty: 2996.679688
	Iteration 0F: 2 clusters Score -2.080196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -20684170.000000 Penalty: 5993.359375
	Iteration 0F: 3 clusters Score -2.068417e+07 nChanged 84980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -20733214.000000 Penalty: 5993.359375
	Iteration 1F: 3 clusters Score -2.073321e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -20733922.000000 Penalty: 5993.359375
	Iteration 2Q: 3 clusters Score -2.073392e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -20734606.000000 Penalty: 5993.359375
	Iteration 3Q: 3 clusters Score -2.073461e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -20735108.000000 Penalty: 5993.359375
	Iteration 4Q: 3 clusters Score -2.073511e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -20735756.000000 Penalty: 5993.359375
	Iteration 5Q: 3 clusters Score -2.073576e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -20736744.000000 Penalty: 5993.359375
	Iteration 6Q: 3 clusters Score -2.073674e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -20737868.000000 Penalty: 5993.359375
	Iteration 7Q: 3 clusters Score -2.073787e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -20739816.000000 Penalty: 5993.359375
	Iteration 8Q: 3 clusters Score -2.073982e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -20743024.000000 Penalty: 5993.359375
	Iteration 9Q: 3 clusters Score -2.074302e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87902 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -20747962.000000 Penalty: 5993.359375
	Iteration 10Q: 3 clusters Score -2.074796e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -20754946.000000 Penalty: 5993.359375
	Iteration 11F: 3 clusters Score -2.075495e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -20763200.000000 Penalty: 5993.359375
	Iteration 12F: 3 clusters Score -2.07632e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -20770456.000000 Penalty: 5993.359375
	Iteration 13F: 3 clusters Score -2.077046e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -20774470.000000 Penalty: 5993.359375
	Iteration 14Q: 3 clusters Score -2.077447e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -20776348.000000 Penalty: 5993.359375
	Iteration 15Q: 3 clusters Score -2.077635e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -20776938.000000 Penalty: 5993.359375
	Iteration 16Q: 3 clusters Score -2.077694e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -20777584.000000 Penalty: 5993.359375
	Iteration 17Q: 3 clusters Score -2.077758e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -20778414.000000 Penalty: 5993.359375
	Iteration 18Q: 3 clusters Score -2.077841e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -20779138.000000 Penalty: 5993.359375
	Iteration 19Q: 3 clusters Score -2.077914e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -20780018.000000 Penalty: 5993.359375
	Iteration 20F: 3 clusters Score -2.078002e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -20781038.000000 Penalty: 5993.359375
	Iteration 21Q: 3 clusters Score -2.078104e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -20781962.000000 Penalty: 5993.359375
	Iteration 22Q: 3 clusters Score -2.078196e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -20783246.000000 Penalty: 5993.359375
	Iteration 23Q: 3 clusters Score -2.078325e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -20784374.000000 Penalty: 5993.359375
	Iteration 24Q: 3 clusters Score -2.078437e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -20785614.000000 Penalty: 5993.359375
	Iteration 25Q: 3 clusters Score -2.078561e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -20786714.000000 Penalty: 5993.359375
	Iteration 26Q: 3 clusters Score -2.078671e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -20787684.000000 Penalty: 5993.359375
	Iteration 27Q: 3 clusters Score -2.078768e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -20788758.000000 Penalty: 5993.359375
	Iteration 28Q: 3 clusters Score -2.078876e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -20789754.000000 Penalty: 5993.359375
	Iteration 29Q: 3 clusters Score -2.078975e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -20790488.000000 Penalty: 5993.359375
	Iteration 30Q: 3 clusters Score -2.079049e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -20791144.000000 Penalty: 5993.359375
	Iteration 31Q: 3 clusters Score -2.079114e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134736 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -20791962.000000 Penalty: 5993.359375
	Iteration 32Q: 3 clusters Score -2.079196e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137038 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -20792758.000000 Penalty: 5993.359375
	Iteration 33Q: 3 clusters Score -2.079276e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -20793562.000000 Penalty: 5993.359375
	Iteration 34Q: 3 clusters Score -2.079356e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -20794260.000000 Penalty: 5993.359375
	Iteration 35Q: 3 clusters Score -2.079426e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -20794802.000000 Penalty: 5993.359375
	Iteration 36Q: 3 clusters Score -2.07948e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -20795380.000000 Penalty: 5993.359375
	Iteration 37Q: 3 clusters Score -2.079538e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146487 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -20795764.000000 Penalty: 5993.359375
	Iteration 38Q: 3 clusters Score -2.079576e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -20796218.000000 Penalty: 5993.359375
	Iteration 39Q: 3 clusters Score -2.079622e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149153 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -20796548.000000 Penalty: 5993.359375
	Iteration 40F: 3 clusters Score -2.079655e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -20796938.000000 Penalty: 5993.359375
	Iteration 41Q: 3 clusters Score -2.079694e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151519 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -20797178.000000 Penalty: 5993.359375
	Iteration 42Q: 3 clusters Score -2.079718e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -20797398.000000 Penalty: 5993.359375
	Iteration 43Q: 3 clusters Score -2.07974e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -20797644.000000 Penalty: 5993.359375
	Iteration 44Q: 3 clusters Score -2.079764e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -20797832.000000 Penalty: 5993.359375
	Iteration 45Q: 3 clusters Score -2.079783e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -20798024.000000 Penalty: 5993.359375
	Iteration 46Q: 3 clusters Score -2.079802e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -20798080.000000 Penalty: 5993.359375
	Iteration 47Q: 3 clusters Score -2.079808e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -20798224.000000 Penalty: 5993.359375
	Iteration 48Q: 3 clusters Score -2.079822e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -20798302.000000 Penalty: 5993.359375
	Iteration 49Q: 3 clusters Score -2.07983e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -20798414.000000 Penalty: 5993.359375
	Iteration 50Q: 3 clusters Score -2.079841e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -20798550.000000 Penalty: 5993.359375
	Iteration 51Q: 3 clusters Score -2.079855e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -20798672.000000 Penalty: 5993.359375
	Iteration 52Q: 3 clusters Score -2.079867e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160099 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -20798776.000000 Penalty: 5993.359375
	Iteration 53Q: 3 clusters Score -2.079878e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -20798912.000000 Penalty: 5993.359375
	Iteration 54Q: 3 clusters Score -2.079891e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -20798982.000000 Penalty: 5993.359375
	Iteration 55Q: 3 clusters Score -2.079898e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -20799028.000000 Penalty: 5993.359375
	Iteration 56Q: 3 clusters Score -2.079903e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -20799038.000000 Penalty: 5993.359375
	Iteration 57Q: 3 clusters Score -2.079904e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -20799104.000000 Penalty: 5993.359375
	Iteration 58Q: 3 clusters Score -2.07991e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -20799138.000000 Penalty: 5993.359375
	Iteration 59Q: 3 clusters Score -2.079914e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -20799206.000000 Penalty: 5993.359375
	Iteration 60F: 3 clusters Score -2.079921e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -20799230.000000 Penalty: 5993.359375
	Iteration 61Q: 3 clusters Score -2.079923e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163881 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -20799248.000000 Penalty: 5993.359375
	Iteration 62Q: 3 clusters Score -2.079925e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -20799298.000000 Penalty: 5993.359375
	Iteration 63Q: 3 clusters Score -2.07993e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -20799324.000000 Penalty: 5993.359375
	Iteration 64Q: 3 clusters Score -2.079932e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -20799326.000000 Penalty: 5993.359375
	Iteration 65Q: 3 clusters Score -2.079933e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -20799362.000000 Penalty: 5993.359375
	Iteration 66Q: 3 clusters Score -2.079936e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -20799416.000000 Penalty: 5993.359375
	Iteration 67Q: 3 clusters Score -2.079942e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -20799478.000000 Penalty: 5993.359375
	Iteration 68Q: 3 clusters Score -2.079948e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -20799438.000000 Penalty: 5993.359375
	Iteration 69Q: 3 clusters Score -2.079944e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -20799436.000000 Penalty: 5993.359375
	Iteration 70Q: 3 clusters Score -2.079944e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166066 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -20799440.000000 Penalty: 5993.359375
	Iteration 71Q: 3 clusters Score -2.079944e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -20799450.000000 Penalty: 5993.359375
	Iteration 72Q: 3 clusters Score -2.079945e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -20799410.000000 Penalty: 5993.359375
	Iteration 73Q: 3 clusters Score -2.079941e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -20799450.000000 Penalty: 5993.359375
	Iteration 74Q: 3 clusters Score -2.079945e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -20799462.000000 Penalty: 5993.359375
	Iteration 75Q: 3 clusters Score -2.079946e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -20799480.000000 Penalty: 5993.359375
	Iteration 76Q: 3 clusters Score -2.079948e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -20799496.000000 Penalty: 5993.359375
	Iteration 77Q: 3 clusters Score -2.07995e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167034 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -20799442.000000 Penalty: 5993.359375
	Iteration 78Q: 3 clusters Score -2.079944e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -20799508.000000 Penalty: 5993.359375
	Iteration 79Q: 3 clusters Score -2.079951e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -20799556.000000 Penalty: 5993.359375
	Iteration 80F: 3 clusters Score -2.079956e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167373 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -20799550.000000 Penalty: 5993.359375
	Iteration 81Q: 3 clusters Score -2.079955e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -20799596.000000 Penalty: 5993.359375
	Iteration 82Q: 3 clusters Score -2.07996e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -20799624.000000 Penalty: 5993.359375
	Iteration 83Q: 3 clusters Score -2.079962e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -20799642.000000 Penalty: 5993.359375
	Iteration 84Q: 3 clusters Score -2.079964e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -20799584.000000 Penalty: 5993.359375
	Iteration 85Q: 3 clusters Score -2.079958e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167837 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -20799586.000000 Penalty: 5993.359375
	Iteration 86Q: 3 clusters Score -2.079959e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -20799610.000000 Penalty: 5993.359375
	Iteration 87Q: 3 clusters Score -2.079961e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -20799584.000000 Penalty: 5993.359375
	Iteration 88Q: 3 clusters Score -2.079958e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -20799620.000000 Penalty: 5993.359375
	Iteration 89Q: 3 clusters Score -2.079962e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -20799610.000000 Penalty: 5993.359375
	Iteration 90Q: 3 clusters Score -2.079961e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -20799640.000000 Penalty: 5993.359375
	Iteration 91Q: 3 clusters Score -2.079964e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -20799686.000000 Penalty: 5993.359375
	Iteration 92Q: 3 clusters Score -2.079969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -20799668.000000 Penalty: 5993.359375
	Iteration 93Q: 3 clusters Score -2.079967e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168486 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -20799654.000000 Penalty: 5993.359375
	Iteration 94Q: 3 clusters Score -2.079965e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -20799676.000000 Penalty: 5993.359375
	Iteration 95Q: 3 clusters Score -2.079968e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -20799674.000000 Penalty: 5993.359375
	Iteration 96Q: 3 clusters Score -2.079967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -20799686.000000 Penalty: 5993.359375
	Iteration 97Q: 3 clusters Score -2.079969e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -20799668.000000 Penalty: 5993.359375
	Iteration 98Q: 3 clusters Score -2.079967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -20799690.000000 Penalty: 5993.359375
	Iteration 99Q: 3 clusters Score -2.079969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -20799678.000000 Penalty: 5993.359375
	Iteration 100F: 3 clusters Score -2.079968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -20799684.000000 Penalty: 5993.359375
	Iteration 101Q: 3 clusters Score -2.079968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -20799692.000000 Penalty: 5993.359375
	Iteration 102Q: 3 clusters Score -2.079969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -20799704.000000 Penalty: 5993.359375
	Iteration 103Q: 3 clusters Score -2.07997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -20799678.000000 Penalty: 5993.359375
	Iteration 104Q: 3 clusters Score -2.079968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168929 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -20799676.000000 Penalty: 5993.359375
	Iteration 105Q: 3 clusters Score -2.079968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -20799676.000000 Penalty: 5993.359375
	Iteration 106Q: 3 clusters Score -2.079968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -20799696.000000 Penalty: 5993.359375
	Iteration 107Q: 3 clusters Score -2.07997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -20799686.000000 Penalty: 5993.359375
	Iteration 108Q: 3 clusters Score -2.079969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169049 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -20799690.000000 Penalty: 5993.359375
	Iteration 109Q: 3 clusters Score -2.079969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169091 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -20799690.000000 Penalty: 5993.359375
	Iteration 110Q: 3 clusters Score -2.079969e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -20799742.000000 Penalty: 5993.359375
	Iteration 111Q: 3 clusters Score -2.079974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169184 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -20799738.000000 Penalty: 5993.359375
	Iteration 112Q: 3 clusters Score -2.079974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -20799752.000000 Penalty: 5993.359375
	Iteration 113Q: 3 clusters Score -2.079975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169280 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -20799750.000000 Penalty: 5993.359375
	Iteration 114Q: 3 clusters Score -2.079975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -20799732.000000 Penalty: 5993.359375
	Iteration 115Q: 3 clusters Score -2.079973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -20799738.000000 Penalty: 5993.359375
	Iteration 116Q: 3 clusters Score -2.079974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -20799708.000000 Penalty: 5993.359375
	Iteration 117Q: 3 clusters Score -2.079971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -20799712.000000 Penalty: 5993.359375
	Iteration 118Q: 3 clusters Score -2.079971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20799700.000000 Penalty: 5993.359375
	Iteration 119Q: 3 clusters Score -2.07997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169466 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -20799694.000000 Penalty: 5993.359375
	Iteration 120F: 3 clusters Score -2.079969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -20799702.000000 Penalty: 5993.359375
	Iteration 121Q: 3 clusters Score -2.07997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -20799686.000000 Penalty: 5993.359375
	Iteration 122Q: 3 clusters Score -2.079969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -20799700.000000 Penalty: 5993.359375
	Iteration 123Q: 3 clusters Score -2.07997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169511 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -20799686.000000 Penalty: 5993.359375
	Iteration 124Q: 3 clusters Score -2.079969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169519 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -20799684.000000 Penalty: 5993.359375
	Iteration 125Q: 3 clusters Score -2.079968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -20799676.000000 Penalty: 5993.359375
	Iteration 126Q: 3 clusters Score -2.079968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -20799682.000000 Penalty: 5993.359375
	Iteration 127Q: 3 clusters Score -2.079968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -20799672.000000 Penalty: 5993.359375
	Iteration 128Q: 3 clusters Score -2.079967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -20799656.000000 Penalty: 5993.359375
	Iteration 129Q: 3 clusters Score -2.079966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -20799654.000000 Penalty: 5993.359375
	Iteration 130Q: 3 clusters Score -2.079965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -20799644.000000 Penalty: 5993.359375
	Iteration 131Q: 3 clusters Score -2.079964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -20799662.000000 Penalty: 5993.359375
	Iteration 132Q: 3 clusters Score -2.079966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -20799658.000000 Penalty: 5993.359375
	Iteration 133Q: 3 clusters Score -2.079966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -20799644.000000 Penalty: 5993.359375
	Iteration 134Q: 3 clusters Score -2.079964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -20799644.000000 Penalty: 5993.359375
	Iteration 135Q: 3 clusters Score -2.079964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -20799650.000000 Penalty: 5993.359375
	Iteration 136Q: 3 clusters Score -2.079965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -20799644.000000 Penalty: 5993.359375
	Iteration 137Q: 3 clusters Score -2.079964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -20799634.000000 Penalty: 5993.359375
	Iteration 138Q: 3 clusters Score -2.079963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -20799630.000000 Penalty: 5993.359375
	Iteration 139Q: 3 clusters Score -2.079963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -20799636.000000 Penalty: 5993.359375
	Iteration 140F: 3 clusters Score -2.079964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -20799640.000000 Penalty: 5993.359375
	Iteration 141Q: 3 clusters Score -2.079964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -20799634.000000 Penalty: 5993.359375
	Iteration 142Q: 3 clusters Score -2.079963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -20799642.000000 Penalty: 5993.359375
	Iteration 143Q: 3 clusters Score -2.079964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -20799634.000000 Penalty: 5993.359375
	Iteration 144Q: 3 clusters Score -2.079963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -20799624.000000 Penalty: 5993.359375
	Iteration 145Q: 3 clusters Score -2.079962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -20799636.000000 Penalty: 5993.359375
	Iteration 146Q: 3 clusters Score -2.079964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -20799636.000000 Penalty: 5993.359375
	Iteration 147Q: 3 clusters Score -2.079964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -20799640.000000 Penalty: 5993.359375
	Iteration 148Q: 3 clusters Score -2.079964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -20799630.000000 Penalty: 5993.359375
	Iteration 149Q: 3 clusters Score -2.079963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169632 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -20799634.000000 Penalty: 5993.359375
	Iteration 150Q: 3 clusters Score -2.079963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169632 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -20799634.000000 Penalty: 5993.359375
	Iteration 151F: 3 clusters Score -2.079963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -26722.111328 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -26722.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25590.054688 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -25590.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25741.927734 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -25741.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25796.833984 Penalty: 2787.718750
	Iteration 2F: 3 clusters Score -25796.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25862.134766 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -25862.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25890.998047 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -25891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25906.863281 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -25906.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25911.828125 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -25911.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25914.068359 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -25914.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25919.640625 Penalty: 2787.718750
	Iteration 8Q: 3 clusters Score -25919.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25923.089844 Penalty: 2787.718750
	Iteration 9Q: 3 clusters Score -25923.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25929.863281 Penalty: 2787.718750
	Iteration 10Q: 3 clusters Score -25929.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25929.863281 Penalty: 2787.718750
	Iteration 11F: 3 clusters Score -25929.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -408096.531250 Penalty: 2019.664429
	Iteration 0F: 2 clusters Score -408096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -404559.406250 Penalty: 4039.328857
	Iteration 0F: 3 clusters Score -404559.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -405241.656250 Penalty: 4039.328857
	Iteration 1F: 3 clusters Score -405241.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -405397.062500 Penalty: 4039.328857
	Iteration 2F: 3 clusters Score -405397.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -405495.000000 Penalty: 4039.328857
	Iteration 3Q: 3 clusters Score -405495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -405560.812500 Penalty: 4039.328857
	Iteration 4Q: 3 clusters Score -405560.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -405634.125000 Penalty: 4039.328857
	Iteration 5Q: 3 clusters Score -405634.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405688.531250 Penalty: 4039.328857
	Iteration 6Q: 3 clusters Score -405688.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -405744.562500 Penalty: 4039.328857
	Iteration 7Q: 3 clusters Score -405744.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -405799.093750 Penalty: 4039.328857
	Iteration 8Q: 3 clusters Score -405799.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405845.218750 Penalty: 4039.328857
	Iteration 9Q: 3 clusters Score -405845.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -405879.437500 Penalty: 4039.328857
	Iteration 10Q: 3 clusters Score -405879.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405909.843750 Penalty: 4039.328857
	Iteration 11Q: 3 clusters Score -405909.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405939.406250 Penalty: 4039.328857
	Iteration 12Q: 3 clusters Score -405939.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405965.000000 Penalty: 4039.328857
	Iteration 13Q: 3 clusters Score -405965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -405985.750000 Penalty: 4039.328857
	Iteration 14Q: 3 clusters Score -405985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -405997.968750 Penalty: 4039.328857
	Iteration 15Q: 3 clusters Score -405998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -406007.218750 Penalty: 4039.328857
	Iteration 16Q: 3 clusters Score -406007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -406017.406250 Penalty: 4039.328857
	Iteration 17Q: 3 clusters Score -406017.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -406027.843750 Penalty: 4039.328857
	Iteration 18Q: 3 clusters Score -406027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -406038.500000 Penalty: 4039.328857
	Iteration 19Q: 3 clusters Score -406038.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -406051.218750 Penalty: 4039.328857
	Iteration 20F: 3 clusters Score -406051.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -406062.593750 Penalty: 4039.328857
	Iteration 21Q: 3 clusters Score -406062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -406071.312500 Penalty: 4039.328857
	Iteration 22Q: 3 clusters Score -406071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -406081.187500 Penalty: 4039.328857
	Iteration 23Q: 3 clusters Score -406081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -406085.937500 Penalty: 4039.328857
	Iteration 24Q: 3 clusters Score -406085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -406090.468750 Penalty: 4039.328857
	Iteration 25Q: 3 clusters Score -406090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -406097.781250 Penalty: 4039.328857
	Iteration 26Q: 3 clusters Score -406097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -406104.281250 Penalty: 4039.328857
	Iteration 27Q: 3 clusters Score -406104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -406110.562500 Penalty: 4039.328857
	Iteration 28Q: 3 clusters Score -406110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406113.156250 Penalty: 4039.328857
	Iteration 29Q: 3 clusters Score -406113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -406116.093750 Penalty: 4039.328857
	Iteration 30Q: 3 clusters Score -406116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -406119.437500 Penalty: 4039.328857
	Iteration 31Q: 3 clusters Score -406119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406122.812500 Penalty: 4039.328857
	Iteration 32Q: 3 clusters Score -406122.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406124.437500 Penalty: 4039.328857
	Iteration 33Q: 3 clusters Score -406124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -406126.968750 Penalty: 4039.328857
	Iteration 34Q: 3 clusters Score -406127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -406129.906250 Penalty: 4039.328857
	Iteration 35Q: 3 clusters Score -406129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -406130.843750 Penalty: 4039.328857
	Iteration 36Q: 3 clusters Score -406130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406132.156250 Penalty: 4039.328857
	Iteration 37Q: 3 clusters Score -406132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -406132.687500 Penalty: 4039.328857
	Iteration 38Q: 3 clusters Score -406132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -406134.468750 Penalty: 4039.328857
	Iteration 39Q: 3 clusters Score -406134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -406135.218750 Penalty: 4039.328857
	Iteration 40F: 3 clusters Score -406135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -406136.406250 Penalty: 4039.328857
	Iteration 41Q: 3 clusters Score -406136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406138.781250 Penalty: 4039.328857
	Iteration 42Q: 3 clusters Score -406138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406139.875000 Penalty: 4039.328857
	Iteration 43Q: 3 clusters Score -406139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -406139.875000 Penalty: 4039.328857
	Iteration 44Q: 3 clusters Score -406139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -406141.218750 Penalty: 4039.328857
	Iteration 45Q: 3 clusters Score -406141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -406141.218750 Penalty: 4039.328857
	Iteration 46F: 3 clusters Score -406141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Entering Unmasked Estep 
Score: -21463364.000000 Penalty: 3001.789551
	Iteration 0F: 2 clusters Score -2.146336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -21351728.000000 Penalty: 6003.579102
	Iteration 0F: 3 clusters Score -2.135173e+07 nChanged 86508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -21402616.000000 Penalty: 6003.579102
	Iteration 1F: 3 clusters Score -2.140262e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -21404026.000000 Penalty: 6003.579102
	Iteration 2Q: 3 clusters Score -2.140403e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -21406126.000000 Penalty: 6003.579102
	Iteration 3Q: 3 clusters Score -2.140613e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -21409726.000000 Penalty: 6003.579102
	Iteration 4Q: 3 clusters Score -2.140973e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 121071 members 
Entering Unmasked Estep 
Score: -21416154.000000 Penalty: 6003.579102
	Iteration 5F: 3 clusters Score -2.141615e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 135195 members 
Entering Unmasked Estep 
Score: -21427100.000000 Penalty: 6003.579102
	Iteration 6F: 3 clusters Score -2.14271e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -21441320.000000 Penalty: 6003.579102
	Iteration 7F: 3 clusters Score -2.144132e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -21452384.000000 Penalty: 6003.579102
	Iteration 8F: 3 clusters Score -2.145238e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -21457400.000000 Penalty: 6003.579102
	Iteration 9Q: 3 clusters Score -2.14574e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -21459304.000000 Penalty: 6003.579102
	Iteration 10Q: 3 clusters Score -2.14593e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -21460030.000000 Penalty: 6003.579102
	Iteration 11Q: 3 clusters Score -2.146003e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 179474 members 
Entering Unmasked Estep 
Score: -21460398.000000 Penalty: 6003.579102
	Iteration 12Q: 3 clusters Score -2.14604e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 179763 members 
Entering Unmasked Estep 
Score: -21460556.000000 Penalty: 6003.579102
	Iteration 13Q: 3 clusters Score -2.146056e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 179918 members 
Entering Unmasked Estep 
Score: -21460688.000000 Penalty: 6003.579102
	Iteration 14Q: 3 clusters Score -2.146069e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 179985 members 
Entering Unmasked Estep 
Score: -21460776.000000 Penalty: 6003.579102
	Iteration 15Q: 3 clusters Score -2.146078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -21460816.000000 Penalty: 6003.579102
	Iteration 16Q: 3 clusters Score -2.146082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 180025 members 
Entering Unmasked Estep 
Score: -21460848.000000 Penalty: 6003.579102
	Iteration 17Q: 3 clusters Score -2.146085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 180041 members 
Entering Unmasked Estep 
Score: -21460852.000000 Penalty: 6003.579102
	Iteration 18Q: 3 clusters Score -2.146085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -21460874.000000 Penalty: 6003.579102
	Iteration 19Q: 3 clusters Score -2.146087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -21460876.000000 Penalty: 6003.579102
	Iteration 20F: 3 clusters Score -2.146088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 180054 members 
Entering Unmasked Estep 
Score: -21460882.000000 Penalty: 6003.579102
	Iteration 21Q: 3 clusters Score -2.146088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -21460890.000000 Penalty: 6003.579102
	Iteration 22Q: 3 clusters Score -2.146089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -21460892.000000 Penalty: 6003.579102
	Iteration 23Q: 3 clusters Score -2.146089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -21460908.000000 Penalty: 6003.579102
	Iteration 24Q: 3 clusters Score -2.146091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 180062 members 
Entering Unmasked Estep 
Score: -21460906.000000 Penalty: 6003.579102
	Iteration 25Q: 3 clusters Score -2.146091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 180067 members 
Entering Unmasked Estep 
Score: -21460908.000000 Penalty: 6003.579102
	Iteration 26Q: 3 clusters Score -2.146091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -21460922.000000 Penalty: 6003.579102
	Iteration 27Q: 3 clusters Score -2.146092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 180074 members 
Entering Unmasked Estep 
Score: -21460922.000000 Penalty: 6003.579102
	Iteration 28Q: 3 clusters Score -2.146092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 180077 members 
Entering Unmasked Estep 
Score: -21460928.000000 Penalty: 6003.579102
	Iteration 29Q: 3 clusters Score -2.146093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 180080 members 
Entering Unmasked Estep 
Score: -21460934.000000 Penalty: 6003.579102
	Iteration 30Q: 3 clusters Score -2.146093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 180085 members 
Entering Unmasked Estep 
Score: -21460954.000000 Penalty: 6003.579102
	Iteration 31Q: 3 clusters Score -2.146095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 180087 members 
Entering Unmasked Estep 
Score: -21460974.000000 Penalty: 6003.579102
	Iteration 32Q: 3 clusters Score -2.146097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 180088 members 
Entering Unmasked Estep 
Score: -21460966.000000 Penalty: 6003.579102
	Iteration 33Q: 3 clusters Score -2.146097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 180092 members 
Entering Unmasked Estep 
Score: -21460960.000000 Penalty: 6003.579102
	Iteration 34Q: 3 clusters Score -2.146096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 180099 members 
Entering Unmasked Estep 
Score: -21460946.000000 Penalty: 6003.579102
	Iteration 35Q: 3 clusters Score -2.146095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -21460956.000000 Penalty: 6003.579102
	Iteration 36Q: 3 clusters Score -2.146096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -21460944.000000 Penalty: 6003.579102
	Iteration 37Q: 3 clusters Score -2.146094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -21460954.000000 Penalty: 6003.579102
	Iteration 38Q: 3 clusters Score -2.146095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -21460960.000000 Penalty: 6003.579102
	Iteration 39Q: 3 clusters Score -2.146096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 180110 members 
Entering Unmasked Estep 
Score: -21460960.000000 Penalty: 6003.579102
	Iteration 40F: 3 clusters Score -2.146096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 180112 members 
Entering Unmasked Estep 
Score: -21460962.000000 Penalty: 6003.579102
	Iteration 41Q: 3 clusters Score -2.146096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -21460944.000000 Penalty: 6003.579102
	Iteration 42Q: 3 clusters Score -2.146094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -21460948.000000 Penalty: 6003.579102
	Iteration 43Q: 3 clusters Score -2.146095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -21460952.000000 Penalty: 6003.579102
	Iteration 44Q: 3 clusters Score -2.146095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 180122 members 
Entering Unmasked Estep 
Score: -21460962.000000 Penalty: 6003.579102
	Iteration 45Q: 3 clusters Score -2.146096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 180124 members 
Entering Unmasked Estep 
Score: -21460960.000000 Penalty: 6003.579102
	Iteration 46Q: 3 clusters Score -2.146096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 180123 members 
Entering Unmasked Estep 
Score: -21460956.000000 Penalty: 6003.579102
	Iteration 47Q: 3 clusters Score -2.146096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -21460956.000000 Penalty: 6003.579102
	Iteration 48Q: 3 clusters Score -2.146096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -21460962.000000 Penalty: 6003.579102
	Iteration 49Q: 3 clusters Score -2.146096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -21460964.000000 Penalty: 6003.579102
	Iteration 50Q: 3 clusters Score -2.146096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -21460972.000000 Penalty: 6003.579102
	Iteration 51Q: 3 clusters Score -2.146097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -21460978.000000 Penalty: 6003.579102
	Iteration 52Q: 3 clusters Score -2.146098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -21460974.000000 Penalty: 6003.579102
	Iteration 53Q: 3 clusters Score -2.146097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -21460974.000000 Penalty: 6003.579102
	Iteration 54F: 3 clusters Score -2.146097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -243604.140625 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -243604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -240953.906250 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -240953.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241429.906250 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -241429.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241540.984375 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -241541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241608.140625 Penalty: 3785.430664
	Iteration 3Q: 3 clusters Score -241608.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241651.343750 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -241651.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -241673.234375 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -241673.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -241688.640625 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -241688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241700.890625 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -241700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241709.812500 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -241709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241714.875000 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -241714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -241716.156250 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -241716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241719.921875 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -241719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -241720.656250 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -241720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241722.187500 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -241722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241723.609375 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -241723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241726.750000 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -241726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241728.328125 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -241728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241730.203125 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -241730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241731.234375 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -241731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241732.968750 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -241733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241734.609375 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -241734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241737.796875 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -241737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -241741.937500 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -241741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241742.281250 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -241742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -241743.375000 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -241743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241745.234375 Penalty: 3785.430664
	Iteration 25Q: 3 clusters Score -241745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241746.171875 Penalty: 3785.430664
	Iteration 26Q: 3 clusters Score -241746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241747.265625 Penalty: 3785.430664
	Iteration 27Q: 3 clusters Score -241747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -241748.125000 Penalty: 3785.430664
	Iteration 28Q: 3 clusters Score -241748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -241748.125000 Penalty: 3785.430664
	Iteration 29F: 3 clusters Score -241748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -321869.968750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321870 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -322434.906250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322434.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322574.250000 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322574.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -322666.718750 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322666.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322720.468750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322720.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322759.281250 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322759.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -322779.062500 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322779.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -322793.812500 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -322805.625000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322815.437500 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322822.968750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -322823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -322828.593750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -322828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -322836.125000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -322836.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322850.656250 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -322850.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -322863.281250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -322863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -322885.562500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -322885.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -322912.812500 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -322912.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -322943.312500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -322943.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -322979.593750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -322979.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -323027.031250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -323027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -323094.281250 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -323094.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -323191.406250 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -323191.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -323316.375000 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -323316.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -323399.687500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -323399.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -323452.093750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -323452.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -323483.406250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -323483.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -323520.312500 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -323520.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -323547.406250 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -323547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323567.875000 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -323567.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -323587.781250 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -323587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -323604.500000 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -323604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -323625.562500 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -323625.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -323643.281250 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -323643.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -323660.937500 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -323660.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -323682.281250 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -323682.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -323705.562500 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -323705.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -323725.312500 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -323725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -323740.156250 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -323740.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -323749.937500 Penalty: 3940.644043
	Iteration 38Q: 3 clusters Score -323749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -323759.375000 Penalty: 3940.644043
	Iteration 39Q: 3 clusters Score -323759.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -323768.406250 Penalty: 3940.644043
	Iteration 40F: 3 clusters Score -323768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -323777.750000 Penalty: 3940.644043
	Iteration 41Q: 3 clusters Score -323777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -323784.937500 Penalty: 3940.644043
	Iteration 42Q: 3 clusters Score -323784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -323790.656250 Penalty: 3940.644043
	Iteration 43Q: 3 clusters Score -323790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -323795.156250 Penalty: 3940.644043
	Iteration 44Q: 3 clusters Score -323795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -323799.312500 Penalty: 3940.644043
	Iteration 45Q: 3 clusters Score -323799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -323803.250000 Penalty: 3940.644043
	Iteration 46Q: 3 clusters Score -323803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -323806.031250 Penalty: 3940.644043
	Iteration 47Q: 3 clusters Score -323806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -323813.531250 Penalty: 3940.644043
	Iteration 48Q: 3 clusters Score -323813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -323823.125000 Penalty: 3940.644043
	Iteration 49Q: 3 clusters Score -323823.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -323834.000000 Penalty: 3940.644043
	Iteration 50Q: 3 clusters Score -323834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -323851.687500 Penalty: 3940.644043
	Iteration 51Q: 3 clusters Score -323851.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -323868.156250 Penalty: 3940.644043
	Iteration 52Q: 3 clusters Score -323868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -323883.031250 Penalty: 3940.644043
	Iteration 53Q: 3 clusters Score -323883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -323899.125000 Penalty: 3940.644043
	Iteration 54Q: 3 clusters Score -323899.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -323919.312500 Penalty: 3940.644043
	Iteration 55Q: 3 clusters Score -323919.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -323944.781250 Penalty: 3940.644043
	Iteration 56Q: 3 clusters Score -323944.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -323978.906250 Penalty: 3940.644043
	Iteration 57Q: 3 clusters Score -323978.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -324024.968750 Penalty: 3940.644043
	Iteration 58Q: 3 clusters Score -324025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -324068.937500 Penalty: 3940.644043
	Iteration 59Q: 3 clusters Score -324068.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -324116.500000 Penalty: 3940.644043
	Iteration 60F: 3 clusters Score -324116.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -324160.906250 Penalty: 3940.644043
	Iteration 61Q: 3 clusters Score -324160.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -324181.375000 Penalty: 3940.644043
	Iteration 62Q: 3 clusters Score -324181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -324184.656250 Penalty: 3940.644043
	Iteration 63Q: 3 clusters Score -324184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -324186.187500 Penalty: 3940.644043
	Iteration 64Q: 3 clusters Score -324186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -324186.718750 Penalty: 3940.644043
	Iteration 65Q: 3 clusters Score -324186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -324186.718750 Penalty: 3940.644043
	Iteration 66F: 3 clusters Score -324186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166620 members 
Entering Unmasked Estep 
Score: -19718246.000000 Penalty: 2981.820801
	Iteration 0F: 2 clusters Score -1.971825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -19609156.000000 Penalty: 5963.641602
	Iteration 0F: 3 clusters Score -1.960916e+07 nChanged 79667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -19655366.000000 Penalty: 5963.641602
	Iteration 1F: 3 clusters Score -1.965537e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -19656046.000000 Penalty: 5963.641602
	Iteration 2Q: 3 clusters Score -1.965605e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -19656852.000000 Penalty: 5963.641602
	Iteration 3Q: 3 clusters Score -1.965685e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -19658220.000000 Penalty: 5963.641602
	Iteration 4Q: 3 clusters Score -1.965822e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -19660484.000000 Penalty: 5963.641602
	Iteration 5Q: 3 clusters Score -1.966048e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -19663728.000000 Penalty: 5963.641602
	Iteration 6Q: 3 clusters Score -1.966373e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -19669238.000000 Penalty: 5963.641602
	Iteration 7F: 3 clusters Score -1.966924e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -19677772.000000 Penalty: 5963.641602
	Iteration 8F: 3 clusters Score -1.967777e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -19687334.000000 Penalty: 5963.641602
	Iteration 9F: 3 clusters Score -1.968733e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -19692726.000000 Penalty: 5963.641602
	Iteration 10F: 3 clusters Score -1.969273e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -19694354.000000 Penalty: 5963.641602
	Iteration 11Q: 3 clusters Score -1.969435e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -19695098.000000 Penalty: 5963.641602
	Iteration 12Q: 3 clusters Score -1.96951e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -19695696.000000 Penalty: 5963.641602
	Iteration 13Q: 3 clusters Score -1.96957e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -19696284.000000 Penalty: 5963.641602
	Iteration 14Q: 3 clusters Score -1.969628e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -19696912.000000 Penalty: 5963.641602
	Iteration 15Q: 3 clusters Score -1.969691e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -19697362.000000 Penalty: 5963.641602
	Iteration 16Q: 3 clusters Score -1.969736e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -19697924.000000 Penalty: 5963.641602
	Iteration 17Q: 3 clusters Score -1.969792e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -19698574.000000 Penalty: 5963.641602
	Iteration 18Q: 3 clusters Score -1.969857e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -19699064.000000 Penalty: 5963.641602
	Iteration 19Q: 3 clusters Score -1.969906e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -19699536.000000 Penalty: 5963.641602
	Iteration 20F: 3 clusters Score -1.969954e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -19700158.000000 Penalty: 5963.641602
	Iteration 21Q: 3 clusters Score -1.970016e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -19700622.000000 Penalty: 5963.641602
	Iteration 22Q: 3 clusters Score -1.970062e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -19701052.000000 Penalty: 5963.641602
	Iteration 23Q: 3 clusters Score -1.970105e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -19701444.000000 Penalty: 5963.641602
	Iteration 24Q: 3 clusters Score -1.970144e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -19701802.000000 Penalty: 5963.641602
	Iteration 25Q: 3 clusters Score -1.97018e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -19702132.000000 Penalty: 5963.641602
	Iteration 26Q: 3 clusters Score -1.970213e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -19702502.000000 Penalty: 5963.641602
	Iteration 27Q: 3 clusters Score -1.97025e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -19702922.000000 Penalty: 5963.641602
	Iteration 28Q: 3 clusters Score -1.970292e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -19703264.000000 Penalty: 5963.641602
	Iteration 29Q: 3 clusters Score -1.970326e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -19703524.000000 Penalty: 5963.641602
	Iteration 30Q: 3 clusters Score -1.970352e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -19703826.000000 Penalty: 5963.641602
	Iteration 31Q: 3 clusters Score -1.970383e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -19704160.000000 Penalty: 5963.641602
	Iteration 32Q: 3 clusters Score -1.970416e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -19704448.000000 Penalty: 5963.641602
	Iteration 33Q: 3 clusters Score -1.970445e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -19704862.000000 Penalty: 5963.641602
	Iteration 34Q: 3 clusters Score -1.970486e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -19705092.000000 Penalty: 5963.641602
	Iteration 35Q: 3 clusters Score -1.970509e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -19705524.000000 Penalty: 5963.641602
	Iteration 36Q: 3 clusters Score -1.970552e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -19705910.000000 Penalty: 5963.641602
	Iteration 37Q: 3 clusters Score -1.970591e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -19706312.000000 Penalty: 5963.641602
	Iteration 38Q: 3 clusters Score -1.970631e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -19706678.000000 Penalty: 5963.641602
	Iteration 39Q: 3 clusters Score -1.970668e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124533 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -19707080.000000 Penalty: 5963.641602
	Iteration 40F: 3 clusters Score -1.970708e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -19707532.000000 Penalty: 5963.641602
	Iteration 41Q: 3 clusters Score -1.970753e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -19708034.000000 Penalty: 5963.641602
	Iteration 42Q: 3 clusters Score -1.970803e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -19708468.000000 Penalty: 5963.641602
	Iteration 43Q: 3 clusters Score -1.970847e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -19708936.000000 Penalty: 5963.641602
	Iteration 44Q: 3 clusters Score -1.970894e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -19709276.000000 Penalty: 5963.641602
	Iteration 45Q: 3 clusters Score -1.970928e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135351 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -19709610.000000 Penalty: 5963.641602
	Iteration 46Q: 3 clusters Score -1.970961e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137001 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -19709908.000000 Penalty: 5963.641602
	Iteration 47Q: 3 clusters Score -1.970991e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -19710458.000000 Penalty: 5963.641602
	Iteration 48Q: 3 clusters Score -1.971046e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140216 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -19710996.000000 Penalty: 5963.641602
	Iteration 49Q: 3 clusters Score -1.9711e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141748 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -19711404.000000 Penalty: 5963.641602
	Iteration 50Q: 3 clusters Score -1.97114e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -19711836.000000 Penalty: 5963.641602
	Iteration 51Q: 3 clusters Score -1.971184e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -19712194.000000 Penalty: 5963.641602
	Iteration 52Q: 3 clusters Score -1.971219e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -19712596.000000 Penalty: 5963.641602
	Iteration 53Q: 3 clusters Score -1.97126e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -19712916.000000 Penalty: 5963.641602
	Iteration 54Q: 3 clusters Score -1.971292e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -19713170.000000 Penalty: 5963.641602
	Iteration 55Q: 3 clusters Score -1.971317e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -19713564.000000 Penalty: 5963.641602
	Iteration 56Q: 3 clusters Score -1.971356e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -19713782.000000 Penalty: 5963.641602
	Iteration 57Q: 3 clusters Score -1.971378e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -19714014.000000 Penalty: 5963.641602
	Iteration 58Q: 3 clusters Score -1.971401e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -19714282.000000 Penalty: 5963.641602
	Iteration 59Q: 3 clusters Score -1.971428e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -19714500.000000 Penalty: 5963.641602
	Iteration 60F: 3 clusters Score -1.97145e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -19714732.000000 Penalty: 5963.641602
	Iteration 61Q: 3 clusters Score -1.971473e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -19714940.000000 Penalty: 5963.641602
	Iteration 62Q: 3 clusters Score -1.971494e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -19715122.000000 Penalty: 5963.641602
	Iteration 63Q: 3 clusters Score -1.971512e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -19715190.000000 Penalty: 5963.641602
	Iteration 64Q: 3 clusters Score -1.971519e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -19715272.000000 Penalty: 5963.641602
	Iteration 65Q: 3 clusters Score -1.971527e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158264 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -19715320.000000 Penalty: 5963.641602
	Iteration 66Q: 3 clusters Score -1.971532e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -19715360.000000 Penalty: 5963.641602
	Iteration 67Q: 3 clusters Score -1.971536e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -19715462.000000 Penalty: 5963.641602
	Iteration 68Q: 3 clusters Score -1.971546e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -19715544.000000 Penalty: 5963.641602
	Iteration 69Q: 3 clusters Score -1.971554e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -19715548.000000 Penalty: 5963.641602
	Iteration 70Q: 3 clusters Score -1.971555e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -19715608.000000 Penalty: 5963.641602
	Iteration 71Q: 3 clusters Score -1.971561e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160852 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -19715618.000000 Penalty: 5963.641602
	Iteration 72Q: 3 clusters Score -1.971562e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -19715642.000000 Penalty: 5963.641602
	Iteration 73Q: 3 clusters Score -1.971564e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -19715690.000000 Penalty: 5963.641602
	Iteration 74Q: 3 clusters Score -1.971569e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -19715694.000000 Penalty: 5963.641602
	Iteration 75Q: 3 clusters Score -1.971569e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -19715706.000000 Penalty: 5963.641602
	Iteration 76Q: 3 clusters Score -1.971571e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -19715658.000000 Penalty: 5963.641602
	Iteration 77Q: 3 clusters Score -1.971566e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -19715674.000000 Penalty: 5963.641602
	Iteration 78Q: 3 clusters Score -1.971567e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19715708.000000 Penalty: 5963.641602
	Iteration 79Q: 3 clusters Score -1.971571e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162575 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -19715664.000000 Penalty: 5963.641602
	Iteration 80F: 3 clusters Score -1.971566e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -19715684.000000 Penalty: 5963.641602
	Iteration 81Q: 3 clusters Score -1.971568e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162949 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -19715706.000000 Penalty: 5963.641602
	Iteration 82Q: 3 clusters Score -1.971571e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -19715732.000000 Penalty: 5963.641602
	Iteration 83Q: 3 clusters Score -1.971573e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -19715734.000000 Penalty: 5963.641602
	Iteration 84Q: 3 clusters Score -1.971573e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19715712.000000 Penalty: 5963.641602
	Iteration 85Q: 3 clusters Score -1.971571e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -19715708.000000 Penalty: 5963.641602
	Iteration 86Q: 3 clusters Score -1.971571e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -19715708.000000 Penalty: 5963.641602
	Iteration 87Q: 3 clusters Score -1.971571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -19715724.000000 Penalty: 5963.641602
	Iteration 88Q: 3 clusters Score -1.971572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -19715730.000000 Penalty: 5963.641602
	Iteration 89Q: 3 clusters Score -1.971573e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164146 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19715752.000000 Penalty: 5963.641602
	Iteration 90Q: 3 clusters Score -1.971575e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164275 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19715744.000000 Penalty: 5963.641602
	Iteration 91Q: 3 clusters Score -1.971574e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19715782.000000 Penalty: 5963.641602
	Iteration 92Q: 3 clusters Score -1.971578e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -19715826.000000 Penalty: 5963.641602
	Iteration 93Q: 3 clusters Score -1.971583e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -19715810.000000 Penalty: 5963.641602
	Iteration 94Q: 3 clusters Score -1.971581e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164782 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19715858.000000 Penalty: 5963.641602
	Iteration 95Q: 3 clusters Score -1.971586e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164888 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19715852.000000 Penalty: 5963.641602
	Iteration 96Q: 3 clusters Score -1.971585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164978 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -19715860.000000 Penalty: 5963.641602
	Iteration 97Q: 3 clusters Score -1.971586e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19715886.000000 Penalty: 5963.641602
	Iteration 98Q: 3 clusters Score -1.971589e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19715882.000000 Penalty: 5963.641602
	Iteration 99Q: 3 clusters Score -1.971588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165167 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19715870.000000 Penalty: 5963.641602
	Iteration 100F: 3 clusters Score -1.971587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19715862.000000 Penalty: 5963.641602
	Iteration 101Q: 3 clusters Score -1.971586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165247 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19715874.000000 Penalty: 5963.641602
	Iteration 102Q: 3 clusters Score -1.971587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165276 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19715882.000000 Penalty: 5963.641602
	Iteration 103Q: 3 clusters Score -1.971588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165306 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19715898.000000 Penalty: 5963.641602
	Iteration 104Q: 3 clusters Score -1.97159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19715900.000000 Penalty: 5963.641602
	Iteration 105Q: 3 clusters Score -1.97159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19715896.000000 Penalty: 5963.641602
	Iteration 106Q: 3 clusters Score -1.97159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19715896.000000 Penalty: 5963.641602
	Iteration 107Q: 3 clusters Score -1.97159e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165395 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19715922.000000 Penalty: 5963.641602
	Iteration 108Q: 3 clusters Score -1.971592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -19715906.000000 Penalty: 5963.641602
	Iteration 109Q: 3 clusters Score -1.971591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165431 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19715894.000000 Penalty: 5963.641602
	Iteration 110Q: 3 clusters Score -1.971589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19715900.000000 Penalty: 5963.641602
	Iteration 111Q: 3 clusters Score -1.97159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -19715910.000000 Penalty: 5963.641602
	Iteration 112Q: 3 clusters Score -1.971591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165440 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19715910.000000 Penalty: 5963.641602
	Iteration 113Q: 3 clusters Score -1.971591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19715906.000000 Penalty: 5963.641602
	Iteration 114Q: 3 clusters Score -1.971591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19715896.000000 Penalty: 5963.641602
	Iteration 115Q: 3 clusters Score -1.97159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19715904.000000 Penalty: 5963.641602
	Iteration 116Q: 3 clusters Score -1.97159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -19715900.000000 Penalty: 5963.641602
	Iteration 117Q: 3 clusters Score -1.97159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19715906.000000 Penalty: 5963.641602
	Iteration 118Q: 3 clusters Score -1.971591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19715908.000000 Penalty: 5963.641602
	Iteration 119Q: 3 clusters Score -1.971591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19715904.000000 Penalty: 5963.641602
	Iteration 120F: 3 clusters Score -1.97159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19715906.000000 Penalty: 5963.641602
	Iteration 121Q: 3 clusters Score -1.971591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19715908.000000 Penalty: 5963.641602
	Iteration 122Q: 3 clusters Score -1.971591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19715908.000000 Penalty: 5963.641602
	Iteration 123F: 3 clusters Score -1.971591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -732277.062500 Penalty: 2165.891357
	Iteration 0F: 2 clusters Score -732277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -726997.562500 Penalty: 4331.782715
	Iteration 0F: 3 clusters Score -726997.6 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -728296.750000 Penalty: 4331.782715
	Iteration 1F: 3 clusters Score -728296.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -728529.687500 Penalty: 4331.782715
	Iteration 2F: 3 clusters Score -728529.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -728661.875000 Penalty: 4331.782715
	Iteration 3Q: 3 clusters Score -728661.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -728772.812500 Penalty: 4331.782715
	Iteration 4Q: 3 clusters Score -728772.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -728856.250000 Penalty: 4331.782715
	Iteration 5Q: 3 clusters Score -728856.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -728927.875000 Penalty: 4331.782715
	Iteration 6Q: 3 clusters Score -728927.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -729008.625000 Penalty: 4331.782715
	Iteration 7Q: 3 clusters Score -729008.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -729093.562500 Penalty: 4331.782715
	Iteration 8Q: 3 clusters Score -729093.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -729190.000000 Penalty: 4331.782715
	Iteration 9Q: 3 clusters Score -729190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -729278.062500 Penalty: 4331.782715
	Iteration 10Q: 3 clusters Score -729278.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -729367.500000 Penalty: 4331.782715
	Iteration 11Q: 3 clusters Score -729367.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -729458.687500 Penalty: 4331.782715
	Iteration 12Q: 3 clusters Score -729458.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -729548.000000 Penalty: 4331.782715
	Iteration 13Q: 3 clusters Score -729548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -729649.375000 Penalty: 4331.782715
	Iteration 14Q: 3 clusters Score -729649.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -729740.437500 Penalty: 4331.782715
	Iteration 15Q: 3 clusters Score -729740.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -729815.062500 Penalty: 4331.782715
	Iteration 16Q: 3 clusters Score -729815.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -729898.437500 Penalty: 4331.782715
	Iteration 17Q: 3 clusters Score -729898.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -729983.000000 Penalty: 4331.782715
	Iteration 18Q: 3 clusters Score -729983 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -730034.562500 Penalty: 4331.782715
	Iteration 19Q: 3 clusters Score -730034.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -730077.750000 Penalty: 4331.782715
	Iteration 20F: 3 clusters Score -730077.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -730114.562500 Penalty: 4331.782715
	Iteration 21Q: 3 clusters Score -730114.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -730145.312500 Penalty: 4331.782715
	Iteration 22Q: 3 clusters Score -730145.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -730175.187500 Penalty: 4331.782715
	Iteration 23Q: 3 clusters Score -730175.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -730207.812500 Penalty: 4331.782715
	Iteration 24Q: 3 clusters Score -730207.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -730238.375000 Penalty: 4331.782715
	Iteration 25Q: 3 clusters Score -730238.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -730268.125000 Penalty: 4331.782715
	Iteration 26Q: 3 clusters Score -730268.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -730286.750000 Penalty: 4331.782715
	Iteration 27Q: 3 clusters Score -730286.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -730301.375000 Penalty: 4331.782715
	Iteration 28Q: 3 clusters Score -730301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -730309.125000 Penalty: 4331.782715
	Iteration 29Q: 3 clusters Score -730309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -730323.625000 Penalty: 4331.782715
	Iteration 30Q: 3 clusters Score -730323.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -730330.437500 Penalty: 4331.782715
	Iteration 31Q: 3 clusters Score -730330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -730337.500000 Penalty: 4331.782715
	Iteration 32Q: 3 clusters Score -730337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -730347.812500 Penalty: 4331.782715
	Iteration 33Q: 3 clusters Score -730347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -730353.687500 Penalty: 4331.782715
	Iteration 34Q: 3 clusters Score -730353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -730357.375000 Penalty: 4331.782715
	Iteration 35Q: 3 clusters Score -730357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -730361.875000 Penalty: 4331.782715
	Iteration 36Q: 3 clusters Score -730361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -730365.812500 Penalty: 4331.782715
	Iteration 37Q: 3 clusters Score -730365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -730369.937500 Penalty: 4331.782715
	Iteration 38Q: 3 clusters Score -730369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -730373.875000 Penalty: 4331.782715
	Iteration 39Q: 3 clusters Score -730373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -730375.875000 Penalty: 4331.782715
	Iteration 40F: 3 clusters Score -730375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -730378.375000 Penalty: 4331.782715
	Iteration 41Q: 3 clusters Score -730378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -730379.625000 Penalty: 4331.782715
	Iteration 42Q: 3 clusters Score -730379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -730381.937500 Penalty: 4331.782715
	Iteration 43Q: 3 clusters Score -730381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -730382.000000 Penalty: 4331.782715
	Iteration 44Q: 3 clusters Score -730382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -730382.000000 Penalty: 4331.782715
	Iteration 45F: 3 clusters Score -730382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Entering Unmasked Estep 
Score: -6418088.000000 Penalty: 2701.609375
	Iteration 0F: 2 clusters Score -6418088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -6381905.000000 Penalty: 5403.218750
	Iteration 0F: 3 clusters Score -6381905 nChanged 24871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -6395857.000000 Penalty: 5403.218750
	Iteration 1F: 3 clusters Score -6395857 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -6396640.500000 Penalty: 5403.218750
	Iteration 2Q: 3 clusters Score -6396640 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -6397724.500000 Penalty: 5403.218750
	Iteration 3Q: 3 clusters Score -6397724 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -6399369.000000 Penalty: 5403.218750
	Iteration 4F: 3 clusters Score -6399369 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -6401916.000000 Penalty: 5403.218750
	Iteration 5F: 3 clusters Score -6401916 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -6405505.000000 Penalty: 5403.218750
	Iteration 6F: 3 clusters Score -6405505 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -6409326.500000 Penalty: 5403.218750
	Iteration 7F: 3 clusters Score -6409326 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -6411965.000000 Penalty: 5403.218750
	Iteration 8F: 3 clusters Score -6411965 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -6413134.500000 Penalty: 5403.218750
	Iteration 9Q: 3 clusters Score -6413134 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -6413588.000000 Penalty: 5403.218750
	Iteration 10Q: 3 clusters Score -6413588 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -6413889.500000 Penalty: 5403.218750
	Iteration 11Q: 3 clusters Score -6413890 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -6414100.000000 Penalty: 5403.218750
	Iteration 12Q: 3 clusters Score -6414100 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -6414272.500000 Penalty: 5403.218750
	Iteration 13Q: 3 clusters Score -6414272 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6414411.500000 Penalty: 5403.218750
	Iteration 14Q: 3 clusters Score -6414412 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6414540.000000 Penalty: 5403.218750
	Iteration 15Q: 3 clusters Score -6414540 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -6414668.500000 Penalty: 5403.218750
	Iteration 16Q: 3 clusters Score -6414668 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -6414805.000000 Penalty: 5403.218750
	Iteration 17Q: 3 clusters Score -6414805 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -6414941.500000 Penalty: 5403.218750
	Iteration 18Q: 3 clusters Score -6414942 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -6415039.000000 Penalty: 5403.218750
	Iteration 19Q: 3 clusters Score -6415039 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6415156.000000 Penalty: 5403.218750
	Iteration 20F: 3 clusters Score -6415156 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6415252.000000 Penalty: 5403.218750
	Iteration 21Q: 3 clusters Score -6415252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6415352.500000 Penalty: 5403.218750
	Iteration 22Q: 3 clusters Score -6415352 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6415400.000000 Penalty: 5403.218750
	Iteration 23Q: 3 clusters Score -6415400 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6415440.000000 Penalty: 5403.218750
	Iteration 24Q: 3 clusters Score -6415440 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6415492.500000 Penalty: 5403.218750
	Iteration 25Q: 3 clusters Score -6415492 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6415514.500000 Penalty: 5403.218750
	Iteration 26Q: 3 clusters Score -6415514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6415539.000000 Penalty: 5403.218750
	Iteration 27Q: 3 clusters Score -6415539 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6415584.000000 Penalty: 5403.218750
	Iteration 28Q: 3 clusters Score -6415584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6415617.500000 Penalty: 5403.218750
	Iteration 29Q: 3 clusters Score -6415618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6415667.500000 Penalty: 5403.218750
	Iteration 30Q: 3 clusters Score -6415668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6415691.500000 Penalty: 5403.218750
	Iteration 31Q: 3 clusters Score -6415692 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6415711.000000 Penalty: 5403.218750
	Iteration 32Q: 3 clusters Score -6415711 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6415743.500000 Penalty: 5403.218750
	Iteration 33Q: 3 clusters Score -6415744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6415763.500000 Penalty: 5403.218750
	Iteration 34Q: 3 clusters Score -6415764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6415806.000000 Penalty: 5403.218750
	Iteration 35Q: 3 clusters Score -6415806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6415822.000000 Penalty: 5403.218750
	Iteration 36Q: 3 clusters Score -6415822 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6415841.000000 Penalty: 5403.218750
	Iteration 37Q: 3 clusters Score -6415841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6415879.500000 Penalty: 5403.218750
	Iteration 38Q: 3 clusters Score -6415880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6415908.500000 Penalty: 5403.218750
	Iteration 39Q: 3 clusters Score -6415908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6415928.000000 Penalty: 5403.218750
	Iteration 40F: 3 clusters Score -6415928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6415949.500000 Penalty: 5403.218750
	Iteration 41Q: 3 clusters Score -6415950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6415967.500000 Penalty: 5403.218750
	Iteration 42Q: 3 clusters Score -6415968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6415976.500000 Penalty: 5403.218750
	Iteration 43Q: 3 clusters Score -6415976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6415985.500000 Penalty: 5403.218750
	Iteration 44Q: 3 clusters Score -6415986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6415995.000000 Penalty: 5403.218750
	Iteration 45Q: 3 clusters Score -6415995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6416000.000000 Penalty: 5403.218750
	Iteration 46Q: 3 clusters Score -6416000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6416017.000000 Penalty: 5403.218750
	Iteration 47Q: 3 clusters Score -6416017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6416014.000000 Penalty: 5403.218750
	Iteration 48Q: 3 clusters Score -6416014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6416017.000000 Penalty: 5403.218750
	Iteration 49Q: 3 clusters Score -6416017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6416012.000000 Penalty: 5403.218750
	Iteration 50Q: 3 clusters Score -6416012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6416022.000000 Penalty: 5403.218750
	Iteration 51Q: 3 clusters Score -6416022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6416028.500000 Penalty: 5403.218750
	Iteration 52Q: 3 clusters Score -6416028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6416025.500000 Penalty: 5403.218750
	Iteration 53Q: 3 clusters Score -6416026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6416040.000000 Penalty: 5403.218750
	Iteration 54Q: 3 clusters Score -6416040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6416039.500000 Penalty: 5403.218750
	Iteration 55Q: 3 clusters Score -6416040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6416039.000000 Penalty: 5403.218750
	Iteration 56Q: 3 clusters Score -6416039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6416054.000000 Penalty: 5403.218750
	Iteration 57Q: 3 clusters Score -6416054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6416057.000000 Penalty: 5403.218750
	Iteration 58Q: 3 clusters Score -6416057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6416066.500000 Penalty: 5403.218750
	Iteration 59Q: 3 clusters Score -6416066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6416073.000000 Penalty: 5403.218750
	Iteration 60F: 3 clusters Score -6416073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6416078.500000 Penalty: 5403.218750
	Iteration 61Q: 3 clusters Score -6416078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6416074.000000 Penalty: 5403.218750
	Iteration 62Q: 3 clusters Score -6416074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6416083.000000 Penalty: 5403.218750
	Iteration 63Q: 3 clusters Score -6416083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6416087.500000 Penalty: 5403.218750
	Iteration 64Q: 3 clusters Score -6416088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6416085.500000 Penalty: 5403.218750
	Iteration 65Q: 3 clusters Score -6416086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6416095.500000 Penalty: 5403.218750
	Iteration 66Q: 3 clusters Score -6416096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6416100.500000 Penalty: 5403.218750
	Iteration 67Q: 3 clusters Score -6416100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6416096.500000 Penalty: 5403.218750
	Iteration 68Q: 3 clusters Score -6416096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6416100.000000 Penalty: 5403.218750
	Iteration 69Q: 3 clusters Score -6416100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6416095.500000 Penalty: 5403.218750
	Iteration 70Q: 3 clusters Score -6416096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6416095.500000 Penalty: 5403.218750
	Iteration 71Q: 3 clusters Score -6416096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6416095.000000 Penalty: 5403.218750
	Iteration 72Q: 3 clusters Score -6416095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6416096.500000 Penalty: 5403.218750
	Iteration 73Q: 3 clusters Score -6416096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6416092.000000 Penalty: 5403.218750
	Iteration 74Q: 3 clusters Score -6416092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6416092.000000 Penalty: 5403.218750
	Iteration 75Q: 3 clusters Score -6416092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6416098.500000 Penalty: 5403.218750
	Iteration 76Q: 3 clusters Score -6416098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6416094.500000 Penalty: 5403.218750
	Iteration 77Q: 3 clusters Score -6416094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6416095.500000 Penalty: 5403.218750
	Iteration 78Q: 3 clusters Score -6416096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6416093.500000 Penalty: 5403.218750
	Iteration 79Q: 3 clusters Score -6416094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6416093.500000 Penalty: 5403.218750
	Iteration 80F: 3 clusters Score -6416094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -122823.039062 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -122823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120770.367188 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -120770.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121079.695312 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -121079.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -121151.234375 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -121151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121183.531250 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -121183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121206.343750 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -121206.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121217.789062 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -121217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121224.898438 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -121224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121232.078125 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -121232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121239.750000 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -121239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121246.117188 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -121246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121249.617188 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -121249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121252.937500 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -121252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121255.421875 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -121255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121257.242188 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -121257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121257.242188 Penalty: 3484.666992
	Iteration 14F: 3 clusters Score -121257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Entering Unmasked Estep 
Score: -18442056.000000 Penalty: 2966.289062
	Iteration 0F: 2 clusters Score -1.844206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -18338178.000000 Penalty: 5932.578125
	Iteration 0F: 3 clusters Score -1.833818e+07 nChanged 74835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -18382422.000000 Penalty: 5932.578125
	Iteration 1F: 3 clusters Score -1.838242e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -18383674.000000 Penalty: 5932.578125
	Iteration 2Q: 3 clusters Score -1.838367e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -18385076.000000 Penalty: 5932.578125
	Iteration 3Q: 3 clusters Score -1.838508e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -18387020.000000 Penalty: 5932.578125
	Iteration 4Q: 3 clusters Score -1.838702e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -18389664.000000 Penalty: 5932.578125
	Iteration 5Q: 3 clusters Score -1.838966e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -18392790.000000 Penalty: 5932.578125
	Iteration 6Q: 3 clusters Score -1.839279e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -18397392.000000 Penalty: 5932.578125
	Iteration 7F: 3 clusters Score -1.839739e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -18402974.000000 Penalty: 5932.578125
	Iteration 8F: 3 clusters Score -1.840297e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -18409360.000000 Penalty: 5932.578125
	Iteration 9F: 3 clusters Score -1.840936e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -18414008.000000 Penalty: 5932.578125
	Iteration 10F: 3 clusters Score -1.841401e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -18416278.000000 Penalty: 5932.578125
	Iteration 11Q: 3 clusters Score -1.841628e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -18417034.000000 Penalty: 5932.578125
	Iteration 12Q: 3 clusters Score -1.841703e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -18417370.000000 Penalty: 5932.578125
	Iteration 13Q: 3 clusters Score -1.841737e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -18417614.000000 Penalty: 5932.578125
	Iteration 14Q: 3 clusters Score -1.841761e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -18417944.000000 Penalty: 5932.578125
	Iteration 15Q: 3 clusters Score -1.841794e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -18418266.000000 Penalty: 5932.578125
	Iteration 16Q: 3 clusters Score -1.841827e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -18418564.000000 Penalty: 5932.578125
	Iteration 17Q: 3 clusters Score -1.841856e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -18418766.000000 Penalty: 5932.578125
	Iteration 18Q: 3 clusters Score -1.841877e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -18419088.000000 Penalty: 5932.578125
	Iteration 19Q: 3 clusters Score -1.841909e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -18419392.000000 Penalty: 5932.578125
	Iteration 20F: 3 clusters Score -1.841939e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -18419708.000000 Penalty: 5932.578125
	Iteration 21Q: 3 clusters Score -1.841971e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -18420090.000000 Penalty: 5932.578125
	Iteration 22Q: 3 clusters Score -1.842009e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -18420332.000000 Penalty: 5932.578125
	Iteration 23Q: 3 clusters Score -1.842033e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -18420648.000000 Penalty: 5932.578125
	Iteration 24Q: 3 clusters Score -1.842065e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -18420724.000000 Penalty: 5932.578125
	Iteration 25Q: 3 clusters Score -1.842072e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -18420892.000000 Penalty: 5932.578125
	Iteration 26Q: 3 clusters Score -1.842089e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -18421052.000000 Penalty: 5932.578125
	Iteration 27Q: 3 clusters Score -1.842105e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -18421238.000000 Penalty: 5932.578125
	Iteration 28Q: 3 clusters Score -1.842124e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -18421348.000000 Penalty: 5932.578125
	Iteration 29Q: 3 clusters Score -1.842135e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -18421626.000000 Penalty: 5932.578125
	Iteration 30Q: 3 clusters Score -1.842163e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -18421806.000000 Penalty: 5932.578125
	Iteration 31Q: 3 clusters Score -1.842181e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -18422034.000000 Penalty: 5932.578125
	Iteration 32Q: 3 clusters Score -1.842203e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -18422282.000000 Penalty: 5932.578125
	Iteration 33Q: 3 clusters Score -1.842228e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -18422574.000000 Penalty: 5932.578125
	Iteration 34Q: 3 clusters Score -1.842257e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -18422880.000000 Penalty: 5932.578125
	Iteration 35Q: 3 clusters Score -1.842288e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -18423158.000000 Penalty: 5932.578125
	Iteration 36Q: 3 clusters Score -1.842316e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -18423356.000000 Penalty: 5932.578125
	Iteration 37Q: 3 clusters Score -1.842336e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83808 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -18423570.000000 Penalty: 5932.578125
	Iteration 38Q: 3 clusters Score -1.842357e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -18423816.000000 Penalty: 5932.578125
	Iteration 39Q: 3 clusters Score -1.842382e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -18423996.000000 Penalty: 5932.578125
	Iteration 40F: 3 clusters Score -1.8424e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -18424300.000000 Penalty: 5932.578125
	Iteration 41Q: 3 clusters Score -1.84243e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -18424416.000000 Penalty: 5932.578125
	Iteration 42Q: 3 clusters Score -1.842442e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -18424582.000000 Penalty: 5932.578125
	Iteration 43Q: 3 clusters Score -1.842458e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -18424778.000000 Penalty: 5932.578125
	Iteration 44Q: 3 clusters Score -1.842478e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -18424946.000000 Penalty: 5932.578125
	Iteration 45Q: 3 clusters Score -1.842495e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -18425234.000000 Penalty: 5932.578125
	Iteration 46Q: 3 clusters Score -1.842523e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -18425440.000000 Penalty: 5932.578125
	Iteration 47Q: 3 clusters Score -1.842544e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -18425560.000000 Penalty: 5932.578125
	Iteration 48Q: 3 clusters Score -1.842556e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -18425778.000000 Penalty: 5932.578125
	Iteration 49Q: 3 clusters Score -1.842578e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -18426008.000000 Penalty: 5932.578125
	Iteration 50Q: 3 clusters Score -1.842601e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -18426280.000000 Penalty: 5932.578125
	Iteration 51Q: 3 clusters Score -1.842628e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -18426566.000000 Penalty: 5932.578125
	Iteration 52Q: 3 clusters Score -1.842657e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -18426822.000000 Penalty: 5932.578125
	Iteration 53Q: 3 clusters Score -1.842682e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -18427194.000000 Penalty: 5932.578125
	Iteration 54Q: 3 clusters Score -1.842719e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -18427478.000000 Penalty: 5932.578125
	Iteration 55Q: 3 clusters Score -1.842748e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -18427896.000000 Penalty: 5932.578125
	Iteration 56Q: 3 clusters Score -1.84279e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -18428334.000000 Penalty: 5932.578125
	Iteration 57Q: 3 clusters Score -1.842833e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -18428750.000000 Penalty: 5932.578125
	Iteration 58Q: 3 clusters Score -1.842875e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -18429278.000000 Penalty: 5932.578125
	Iteration 59Q: 3 clusters Score -1.842928e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -18429744.000000 Penalty: 5932.578125
	Iteration 60F: 3 clusters Score -1.842974e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -18430246.000000 Penalty: 5932.578125
	Iteration 61Q: 3 clusters Score -1.843025e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -18430704.000000 Penalty: 5932.578125
	Iteration 62Q: 3 clusters Score -1.84307e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -18431382.000000 Penalty: 5932.578125
	Iteration 63Q: 3 clusters Score -1.843138e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -18431994.000000 Penalty: 5932.578125
	Iteration 64Q: 3 clusters Score -1.843199e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126657 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -18432630.000000 Penalty: 5932.578125
	Iteration 65Q: 3 clusters Score -1.843263e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128758 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -18433204.000000 Penalty: 5932.578125
	Iteration 66Q: 3 clusters Score -1.84332e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -18433760.000000 Penalty: 5932.578125
	Iteration 67Q: 3 clusters Score -1.843376e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132651 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -18434356.000000 Penalty: 5932.578125
	Iteration 68Q: 3 clusters Score -1.843436e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -18434956.000000 Penalty: 5932.578125
	Iteration 69Q: 3 clusters Score -1.843496e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -18435458.000000 Penalty: 5932.578125
	Iteration 70Q: 3 clusters Score -1.843546e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -18435924.000000 Penalty: 5932.578125
	Iteration 71Q: 3 clusters Score -1.843592e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139491 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -18436418.000000 Penalty: 5932.578125
	Iteration 72Q: 3 clusters Score -1.843642e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140977 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -18436950.000000 Penalty: 5932.578125
	Iteration 73Q: 3 clusters Score -1.843695e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -18437316.000000 Penalty: 5932.578125
	Iteration 74Q: 3 clusters Score -1.843732e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143787 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -18437764.000000 Penalty: 5932.578125
	Iteration 75Q: 3 clusters Score -1.843776e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144962 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -18438042.000000 Penalty: 5932.578125
	Iteration 76Q: 3 clusters Score -1.843804e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146045 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -18438396.000000 Penalty: 5932.578125
	Iteration 77Q: 3 clusters Score -1.84384e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -18438666.000000 Penalty: 5932.578125
	Iteration 78Q: 3 clusters Score -1.843867e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -18438970.000000 Penalty: 5932.578125
	Iteration 79Q: 3 clusters Score -1.843897e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -18439160.000000 Penalty: 5932.578125
	Iteration 80F: 3 clusters Score -1.843916e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -18439422.000000 Penalty: 5932.578125
	Iteration 81Q: 3 clusters Score -1.843942e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -18439566.000000 Penalty: 5932.578125
	Iteration 82Q: 3 clusters Score -1.843957e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -18439722.000000 Penalty: 5932.578125
	Iteration 83Q: 3 clusters Score -1.843972e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18439826.000000 Penalty: 5932.578125
	Iteration 84Q: 3 clusters Score -1.843983e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151725 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -18439940.000000 Penalty: 5932.578125
	Iteration 85Q: 3 clusters Score -1.843994e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -18439984.000000 Penalty: 5932.578125
	Iteration 86Q: 3 clusters Score -1.843998e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -18440010.000000 Penalty: 5932.578125
	Iteration 87Q: 3 clusters Score -1.844001e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -18440082.000000 Penalty: 5932.578125
	Iteration 88Q: 3 clusters Score -1.844008e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18440206.000000 Penalty: 5932.578125
	Iteration 89Q: 3 clusters Score -1.844021e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153118 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -18440222.000000 Penalty: 5932.578125
	Iteration 90Q: 3 clusters Score -1.844022e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153288 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -18440250.000000 Penalty: 5932.578125
	Iteration 91Q: 3 clusters Score -1.844025e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -18440284.000000 Penalty: 5932.578125
	Iteration 92Q: 3 clusters Score -1.844028e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18440352.000000 Penalty: 5932.578125
	Iteration 93Q: 3 clusters Score -1.844035e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -18440342.000000 Penalty: 5932.578125
	Iteration 94Q: 3 clusters Score -1.844034e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -18440356.000000 Penalty: 5932.578125
	Iteration 95Q: 3 clusters Score -1.844036e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -18440368.000000 Penalty: 5932.578125
	Iteration 96Q: 3 clusters Score -1.844037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -18440380.000000 Penalty: 5932.578125
	Iteration 97Q: 3 clusters Score -1.844038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -18440372.000000 Penalty: 5932.578125
	Iteration 98Q: 3 clusters Score -1.844037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -18440372.000000 Penalty: 5932.578125
	Iteration 99Q: 3 clusters Score -1.844037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153986 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -18440414.000000 Penalty: 5932.578125
	Iteration 100F: 3 clusters Score -1.844041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -18440418.000000 Penalty: 5932.578125
	Iteration 101Q: 3 clusters Score -1.844042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154066 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -18440424.000000 Penalty: 5932.578125
	Iteration 102Q: 3 clusters Score -1.844042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154108 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -18440450.000000 Penalty: 5932.578125
	Iteration 103Q: 3 clusters Score -1.844045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154143 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18440452.000000 Penalty: 5932.578125
	Iteration 104Q: 3 clusters Score -1.844045e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -18440464.000000 Penalty: 5932.578125
	Iteration 105Q: 3 clusters Score -1.844046e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18440484.000000 Penalty: 5932.578125
	Iteration 106Q: 3 clusters Score -1.844048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -18440480.000000 Penalty: 5932.578125
	Iteration 107Q: 3 clusters Score -1.844048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -18440488.000000 Penalty: 5932.578125
	Iteration 108Q: 3 clusters Score -1.844049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -18440478.000000 Penalty: 5932.578125
	Iteration 109Q: 3 clusters Score -1.844048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154324 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -18440486.000000 Penalty: 5932.578125
	Iteration 110Q: 3 clusters Score -1.844049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154339 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -18440468.000000 Penalty: 5932.578125
	Iteration 111Q: 3 clusters Score -1.844047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154351 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -18440486.000000 Penalty: 5932.578125
	Iteration 112Q: 3 clusters Score -1.844049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -18440476.000000 Penalty: 5932.578125
	Iteration 113Q: 3 clusters Score -1.844048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -18440482.000000 Penalty: 5932.578125
	Iteration 114Q: 3 clusters Score -1.844048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154383 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -18440476.000000 Penalty: 5932.578125
	Iteration 115Q: 3 clusters Score -1.844048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154390 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -18440468.000000 Penalty: 5932.578125
	Iteration 116Q: 3 clusters Score -1.844047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18440454.000000 Penalty: 5932.578125
	Iteration 117Q: 3 clusters Score -1.844045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -18440476.000000 Penalty: 5932.578125
	Iteration 118Q: 3 clusters Score -1.844048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18440496.000000 Penalty: 5932.578125
	Iteration 119Q: 3 clusters Score -1.84405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154430 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18440500.000000 Penalty: 5932.578125
	Iteration 120F: 3 clusters Score -1.84405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -18440490.000000 Penalty: 5932.578125
	Iteration 121Q: 3 clusters Score -1.844049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -18440480.000000 Penalty: 5932.578125
	Iteration 122Q: 3 clusters Score -1.844048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -18440482.000000 Penalty: 5932.578125
	Iteration 123Q: 3 clusters Score -1.844048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18440484.000000 Penalty: 5932.578125
	Iteration 124Q: 3 clusters Score -1.844048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18440492.000000 Penalty: 5932.578125
	Iteration 125Q: 3 clusters Score -1.844049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154449 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -18440476.000000 Penalty: 5932.578125
	Iteration 126Q: 3 clusters Score -1.844048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18440474.000000 Penalty: 5932.578125
	Iteration 127Q: 3 clusters Score -1.844047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18440474.000000 Penalty: 5932.578125
	Iteration 128F: 3 clusters Score -1.844047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Entering Unmasked Estep 
Score: -6819115.000000 Penalty: 2718.822998
	Iteration 0F: 2 clusters Score -6819115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -6780325.500000 Penalty: 5437.645996
	Iteration 0F: 3 clusters Score -6780326 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6794975.000000 Penalty: 5437.645996
	Iteration 1F: 3 clusters Score -6794975 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -6795571.500000 Penalty: 5437.645996
	Iteration 2Q: 3 clusters Score -6795572 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6796329.000000 Penalty: 5437.645996
	Iteration 3Q: 3 clusters Score -6796329 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -6797507.000000 Penalty: 5437.645996
	Iteration 4Q: 3 clusters Score -6797507 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -6799495.000000 Penalty: 5437.645996
	Iteration 5F: 3 clusters Score -6799495 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6802516.500000 Penalty: 5437.645996
	Iteration 6F: 3 clusters Score -6802516 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6806113.500000 Penalty: 5437.645996
	Iteration 7F: 3 clusters Score -6806114 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -6809573.000000 Penalty: 5437.645996
	Iteration 8F: 3 clusters Score -6809573 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -6812333.500000 Penalty: 5437.645996
	Iteration 9F: 3 clusters Score -6812334 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -6814172.000000 Penalty: 5437.645996
	Iteration 10Q: 3 clusters Score -6814172 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6815444.500000 Penalty: 5437.645996
	Iteration 11Q: 3 clusters Score -6815444 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6816306.500000 Penalty: 5437.645996
	Iteration 12Q: 3 clusters Score -6816306 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -6816890.000000 Penalty: 5437.645996
	Iteration 13Q: 3 clusters Score -6816890 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -6817363.500000 Penalty: 5437.645996
	Iteration 14Q: 3 clusters Score -6817364 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -6817663.000000 Penalty: 5437.645996
	Iteration 15Q: 3 clusters Score -6817663 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -6817894.000000 Penalty: 5437.645996
	Iteration 16Q: 3 clusters Score -6817894 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -6818100.500000 Penalty: 5437.645996
	Iteration 17Q: 3 clusters Score -6818100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -6818216.500000 Penalty: 5437.645996
	Iteration 18Q: 3 clusters Score -6818216 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -6818312.000000 Penalty: 5437.645996
	Iteration 19Q: 3 clusters Score -6818312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -6818363.000000 Penalty: 5437.645996
	Iteration 20F: 3 clusters Score -6818363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -6818412.000000 Penalty: 5437.645996
	Iteration 21Q: 3 clusters Score -6818412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -6818427.500000 Penalty: 5437.645996
	Iteration 22Q: 3 clusters Score -6818428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -6818474.000000 Penalty: 5437.645996
	Iteration 23Q: 3 clusters Score -6818474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -6818501.500000 Penalty: 5437.645996
	Iteration 24Q: 3 clusters Score -6818502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -6818505.000000 Penalty: 5437.645996
	Iteration 25Q: 3 clusters Score -6818505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6818535.500000 Penalty: 5437.645996
	Iteration 26Q: 3 clusters Score -6818536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -6818538.500000 Penalty: 5437.645996
	Iteration 27Q: 3 clusters Score -6818538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -6818524.000000 Penalty: 5437.645996
	Iteration 28Q: 3 clusters Score -6818524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -6818536.000000 Penalty: 5437.645996
	Iteration 29Q: 3 clusters Score -6818536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -6818542.500000 Penalty: 5437.645996
	Iteration 30Q: 3 clusters Score -6818542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -6818539.000000 Penalty: 5437.645996
	Iteration 31Q: 3 clusters Score -6818539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -6818540.500000 Penalty: 5437.645996
	Iteration 32Q: 3 clusters Score -6818540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -6818542.500000 Penalty: 5437.645996
	Iteration 33Q: 3 clusters Score -6818542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -6818545.000000 Penalty: 5437.645996
	Iteration 34Q: 3 clusters Score -6818545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -6818540.500000 Penalty: 5437.645996
	Iteration 35Q: 3 clusters Score -6818540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -6818546.000000 Penalty: 5437.645996
	Iteration 36Q: 3 clusters Score -6818546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -6818546.000000 Penalty: 5437.645996
	Iteration 37F: 3 clusters Score -6818546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Entering Unmasked Estep 
Score: -9117411.000000 Penalty: 2789.328369
	Iteration 0F: 2 clusters Score -9117411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -9066051.000000 Penalty: 5578.656738
	Iteration 0F: 3 clusters Score -9066051 nChanged 35973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -9086429.000000 Penalty: 5578.656738
	Iteration 1F: 3 clusters Score -9086429 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -9087107.000000 Penalty: 5578.656738
	Iteration 2Q: 3 clusters Score -9087107 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -9088055.000000 Penalty: 5578.656738
	Iteration 3Q: 3 clusters Score -9088055 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -9089550.000000 Penalty: 5578.656738
	Iteration 4Q: 3 clusters Score -9089550 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -9092047.000000 Penalty: 5578.656738
	Iteration 5F: 3 clusters Score -9092047 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -9096239.000000 Penalty: 5578.656738
	Iteration 6F: 3 clusters Score -9096239 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -9102477.000000 Penalty: 5578.656738
	Iteration 7F: 3 clusters Score -9102477 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -9108891.000000 Penalty: 5578.656738
	Iteration 8F: 3 clusters Score -9108891 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9112857.000000 Penalty: 5578.656738
	Iteration 9F: 3 clusters Score -9112857 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9114223.000000 Penalty: 5578.656738
	Iteration 10Q: 3 clusters Score -9114223 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9114663.000000 Penalty: 5578.656738
	Iteration 11Q: 3 clusters Score -9114663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9114797.000000 Penalty: 5578.656738
	Iteration 12Q: 3 clusters Score -9114797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9114857.000000 Penalty: 5578.656738
	Iteration 13Q: 3 clusters Score -9114857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9114892.000000 Penalty: 5578.656738
	Iteration 14Q: 3 clusters Score -9114892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9114920.000000 Penalty: 5578.656738
	Iteration 15Q: 3 clusters Score -9114920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9114942.000000 Penalty: 5578.656738
	Iteration 16Q: 3 clusters Score -9114942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9114949.000000 Penalty: 5578.656738
	Iteration 17Q: 3 clusters Score -9114949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9114946.000000 Penalty: 5578.656738
	Iteration 18Q: 3 clusters Score -9114946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9114946.000000 Penalty: 5578.656738
	Iteration 19F: 3 clusters Score -9114946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Entering Unmasked Estep 
Score: -7581558.500000 Penalty: 2743.364990
	Iteration 0F: 2 clusters Score -7581558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7539040.000000 Penalty: 5486.729980
	Iteration 0F: 3 clusters Score -7539040 nChanged 29763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -7555396.500000 Penalty: 5486.729980
	Iteration 1F: 3 clusters Score -7555396 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -7555894.500000 Penalty: 5486.729980
	Iteration 2Q: 3 clusters Score -7555894 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -7556415.000000 Penalty: 5486.729980
	Iteration 3Q: 3 clusters Score -7556415 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -7556875.500000 Penalty: 5486.729980
	Iteration 4Q: 3 clusters Score -7556876 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -7557416.000000 Penalty: 5486.729980
	Iteration 5Q: 3 clusters Score -7557416 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -7558069.000000 Penalty: 5486.729980
	Iteration 6Q: 3 clusters Score -7558069 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -7558948.000000 Penalty: 5486.729980
	Iteration 7Q: 3 clusters Score -7558948 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -7560115.500000 Penalty: 5486.729980
	Iteration 8Q: 3 clusters Score -7560116 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -7561734.000000 Penalty: 5486.729980
	Iteration 9Q: 3 clusters Score -7561734 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -7564109.500000 Penalty: 5486.729980
	Iteration 10F: 3 clusters Score -7564110 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -7567282.000000 Penalty: 5486.729980
	Iteration 11F: 3 clusters Score -7567282 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7570037.500000 Penalty: 5486.729980
	Iteration 12F: 3 clusters Score -7570038 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7571484.500000 Penalty: 5486.729980
	Iteration 13Q: 3 clusters Score -7571484 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7572136.000000 Penalty: 5486.729980
	Iteration 14Q: 3 clusters Score -7572136 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7572507.000000 Penalty: 5486.729980
	Iteration 15Q: 3 clusters Score -7572507 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -7572765.000000 Penalty: 5486.729980
	Iteration 16Q: 3 clusters Score -7572765 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7572974.000000 Penalty: 5486.729980
	Iteration 17Q: 3 clusters Score -7572974 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -7573165.500000 Penalty: 5486.729980
	Iteration 18Q: 3 clusters Score -7573166 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -7573369.000000 Penalty: 5486.729980
	Iteration 19Q: 3 clusters Score -7573369 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -7573548.500000 Penalty: 5486.729980
	Iteration 20F: 3 clusters Score -7573548 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -7573615.000000 Penalty: 5486.729980
	Iteration 21Q: 3 clusters Score -7573615 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -7573693.500000 Penalty: 5486.729980
	Iteration 22Q: 3 clusters Score -7573694 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -7573780.000000 Penalty: 5486.729980
	Iteration 23Q: 3 clusters Score -7573780 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7573858.500000 Penalty: 5486.729980
	Iteration 24Q: 3 clusters Score -7573858 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7573989.500000 Penalty: 5486.729980
	Iteration 25Q: 3 clusters Score -7573990 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -7574017.500000 Penalty: 5486.729980
	Iteration 26Q: 3 clusters Score -7574018 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -7574064.000000 Penalty: 5486.729980
	Iteration 27Q: 3 clusters Score -7574064 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -7574083.000000 Penalty: 5486.729980
	Iteration 28Q: 3 clusters Score -7574083 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -7574158.000000 Penalty: 5486.729980
	Iteration 29Q: 3 clusters Score -7574158 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -7574223.000000 Penalty: 5486.729980
	Iteration 30Q: 3 clusters Score -7574223 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -7574252.000000 Penalty: 5486.729980
	Iteration 31Q: 3 clusters Score -7574252 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7574299.500000 Penalty: 5486.729980
	Iteration 32Q: 3 clusters Score -7574300 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -7574315.000000 Penalty: 5486.729980
	Iteration 33Q: 3 clusters Score -7574315 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -7574332.500000 Penalty: 5486.729980
	Iteration 34Q: 3 clusters Score -7574332 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -7574363.000000 Penalty: 5486.729980
	Iteration 35Q: 3 clusters Score -7574363 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -7574374.000000 Penalty: 5486.729980
	Iteration 36Q: 3 clusters Score -7574374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -7574407.000000 Penalty: 5486.729980
	Iteration 37Q: 3 clusters Score -7574407 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7574434.000000 Penalty: 5486.729980
	Iteration 38Q: 3 clusters Score -7574434 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7574447.500000 Penalty: 5486.729980
	Iteration 39Q: 3 clusters Score -7574448 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -7574458.500000 Penalty: 5486.729980
	Iteration 40F: 3 clusters Score -7574458 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7574469.000000 Penalty: 5486.729980
	Iteration 41Q: 3 clusters Score -7574469 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -7574508.500000 Penalty: 5486.729980
	Iteration 42Q: 3 clusters Score -7574508 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -7574505.500000 Penalty: 5486.729980
	Iteration 43Q: 3 clusters Score -7574506 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7574565.500000 Penalty: 5486.729980
	Iteration 44Q: 3 clusters Score -7574566 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -7574565.000000 Penalty: 5486.729980
	Iteration 45Q: 3 clusters Score -7574565 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7574585.500000 Penalty: 5486.729980
	Iteration 46Q: 3 clusters Score -7574586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7574580.500000 Penalty: 5486.729980
	Iteration 47Q: 3 clusters Score -7574580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7574580.500000 Penalty: 5486.729980
	Iteration 48Q: 3 clusters Score -7574580 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7574608.500000 Penalty: 5486.729980
	Iteration 49Q: 3 clusters Score -7574608 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7574673.500000 Penalty: 5486.729980
	Iteration 50Q: 3 clusters Score -7574674 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7574708.500000 Penalty: 5486.729980
	Iteration 51Q: 3 clusters Score -7574708 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -7574718.000000 Penalty: 5486.729980
	Iteration 52Q: 3 clusters Score -7574718 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7574736.500000 Penalty: 5486.729980
	Iteration 53Q: 3 clusters Score -7574736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7574723.500000 Penalty: 5486.729980
	Iteration 54Q: 3 clusters Score -7574724 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7574775.500000 Penalty: 5486.729980
	Iteration 55Q: 3 clusters Score -7574776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7574813.000000 Penalty: 5486.729980
	Iteration 56Q: 3 clusters Score -7574813 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7574818.000000 Penalty: 5486.729980
	Iteration 57Q: 3 clusters Score -7574818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7574872.500000 Penalty: 5486.729980
	Iteration 58Q: 3 clusters Score -7574872 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7574927.500000 Penalty: 5486.729980
	Iteration 59Q: 3 clusters Score -7574928 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -7574945.000000 Penalty: 5486.729980
	Iteration 60F: 3 clusters Score -7574945 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7574989.000000 Penalty: 5486.729980
	Iteration 61Q: 3 clusters Score -7574989 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7575013.500000 Penalty: 5486.729980
	Iteration 62Q: 3 clusters Score -7575014 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7575046.500000 Penalty: 5486.729980
	Iteration 63Q: 3 clusters Score -7575046 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7575067.000000 Penalty: 5486.729980
	Iteration 64Q: 3 clusters Score -7575067 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -7575135.500000 Penalty: 5486.729980
	Iteration 65Q: 3 clusters Score -7575136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -7575218.000000 Penalty: 5486.729980
	Iteration 66Q: 3 clusters Score -7575218 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -7575312.000000 Penalty: 5486.729980
	Iteration 67Q: 3 clusters Score -7575312 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -7575375.500000 Penalty: 5486.729980
	Iteration 68Q: 3 clusters Score -7575376 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -7575426.000000 Penalty: 5486.729980
	Iteration 69Q: 3 clusters Score -7575426 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -7575430.000000 Penalty: 5486.729980
	Iteration 70Q: 3 clusters Score -7575430 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -7575519.000000 Penalty: 5486.729980
	Iteration 71Q: 3 clusters Score -7575519 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -7575606.000000 Penalty: 5486.729980
	Iteration 72Q: 3 clusters Score -7575606 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -7575701.000000 Penalty: 5486.729980
	Iteration 73Q: 3 clusters Score -7575701 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -7575801.000000 Penalty: 5486.729980
	Iteration 74Q: 3 clusters Score -7575801 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -7575913.500000 Penalty: 5486.729980
	Iteration 75Q: 3 clusters Score -7575914 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7576062.500000 Penalty: 5486.729980
	Iteration 76Q: 3 clusters Score -7576062 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -7576167.000000 Penalty: 5486.729980
	Iteration 77Q: 3 clusters Score -7576167 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -7576231.500000 Penalty: 5486.729980
	Iteration 78Q: 3 clusters Score -7576232 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -7576383.000000 Penalty: 5486.729980
	Iteration 79Q: 3 clusters Score -7576383 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -7576519.000000 Penalty: 5486.729980
	Iteration 80F: 3 clusters Score -7576519 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -7576665.500000 Penalty: 5486.729980
	Iteration 81Q: 3 clusters Score -7576666 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -7576809.500000 Penalty: 5486.729980
	Iteration 82Q: 3 clusters Score -7576810 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -7576961.500000 Penalty: 5486.729980
	Iteration 83Q: 3 clusters Score -7576962 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -7577104.000000 Penalty: 5486.729980
	Iteration 84Q: 3 clusters Score -7577104 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -7577261.500000 Penalty: 5486.729980
	Iteration 85Q: 3 clusters Score -7577262 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -7577434.500000 Penalty: 5486.729980
	Iteration 86Q: 3 clusters Score -7577434 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -7577601.000000 Penalty: 5486.729980
	Iteration 87Q: 3 clusters Score -7577601 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7577773.500000 Penalty: 5486.729980
	Iteration 88Q: 3 clusters Score -7577774 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7577930.000000 Penalty: 5486.729980
	Iteration 89Q: 3 clusters Score -7577930 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -7578072.000000 Penalty: 5486.729980
	Iteration 90Q: 3 clusters Score -7578072 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -7578214.500000 Penalty: 5486.729980
	Iteration 91Q: 3 clusters Score -7578214 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7578375.500000 Penalty: 5486.729980
	Iteration 92Q: 3 clusters Score -7578376 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -7578482.000000 Penalty: 5486.729980
	Iteration 93Q: 3 clusters Score -7578482 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -7578622.500000 Penalty: 5486.729980
	Iteration 94Q: 3 clusters Score -7578622 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -7578747.000000 Penalty: 5486.729980
	Iteration 95Q: 3 clusters Score -7578747 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -7578871.000000 Penalty: 5486.729980
	Iteration 96Q: 3 clusters Score -7578871 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -7578992.000000 Penalty: 5486.729980
	Iteration 97Q: 3 clusters Score -7578992 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7579078.000000 Penalty: 5486.729980
	Iteration 98Q: 3 clusters Score -7579078 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -7579151.000000 Penalty: 5486.729980
	Iteration 99Q: 3 clusters Score -7579151 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7579236.500000 Penalty: 5486.729980
	Iteration 100F: 3 clusters Score -7579236 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -7579306.000000 Penalty: 5486.729980
	Iteration 101Q: 3 clusters Score -7579306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -7579368.000000 Penalty: 5486.729980
	Iteration 102Q: 3 clusters Score -7579368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -7579409.000000 Penalty: 5486.729980
	Iteration 103Q: 3 clusters Score -7579409 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7579449.000000 Penalty: 5486.729980
	Iteration 104Q: 3 clusters Score -7579449 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -7579468.500000 Penalty: 5486.729980
	Iteration 105Q: 3 clusters Score -7579468 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -7579494.500000 Penalty: 5486.729980
	Iteration 106Q: 3 clusters Score -7579494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -7579511.000000 Penalty: 5486.729980
	Iteration 107Q: 3 clusters Score -7579511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -7579518.000000 Penalty: 5486.729980
	Iteration 108Q: 3 clusters Score -7579518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -7579567.500000 Penalty: 5486.729980
	Iteration 109Q: 3 clusters Score -7579568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7579558.000000 Penalty: 5486.729980
	Iteration 110Q: 3 clusters Score -7579558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7579586.500000 Penalty: 5486.729980
	Iteration 111Q: 3 clusters Score -7579586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -7579612.000000 Penalty: 5486.729980
	Iteration 112Q: 3 clusters Score -7579612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -7579648.500000 Penalty: 5486.729980
	Iteration 113Q: 3 clusters Score -7579648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -7579674.500000 Penalty: 5486.729980
	Iteration 114Q: 3 clusters Score -7579674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -7579665.000000 Penalty: 5486.729980
	Iteration 115Q: 3 clusters Score -7579665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -7579673.000000 Penalty: 5486.729980
	Iteration 116Q: 3 clusters Score -7579673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -7579682.500000 Penalty: 5486.729980
	Iteration 117Q: 3 clusters Score -7579682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -7579703.500000 Penalty: 5486.729980
	Iteration 118Q: 3 clusters Score -7579704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -7579704.500000 Penalty: 5486.729980
	Iteration 119Q: 3 clusters Score -7579704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -7579713.500000 Penalty: 5486.729980
	Iteration 120F: 3 clusters Score -7579714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -7579713.000000 Penalty: 5486.729980
	Iteration 121Q: 3 clusters Score -7579713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7579723.500000 Penalty: 5486.729980
	Iteration 122Q: 3 clusters Score -7579724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -7579720.000000 Penalty: 5486.729980
	Iteration 123Q: 3 clusters Score -7579720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -7579718.500000 Penalty: 5486.729980
	Iteration 124Q: 3 clusters Score -7579718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -7579727.000000 Penalty: 5486.729980
	Iteration 125Q: 3 clusters Score -7579727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -7579728.000000 Penalty: 5486.729980
	Iteration 126Q: 3 clusters Score -7579728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -7579736.000000 Penalty: 5486.729980
	Iteration 127Q: 3 clusters Score -7579736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -7579730.000000 Penalty: 5486.729980
	Iteration 128Q: 3 clusters Score -7579730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -7579721.000000 Penalty: 5486.729980
	Iteration 129Q: 3 clusters Score -7579721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -7579742.000000 Penalty: 5486.729980
	Iteration 130Q: 3 clusters Score -7579742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -7579751.500000 Penalty: 5486.729980
	Iteration 131Q: 3 clusters Score -7579752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -7579747.500000 Penalty: 5486.729980
	Iteration 132Q: 3 clusters Score -7579748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -7579749.000000 Penalty: 5486.729980
	Iteration 133Q: 3 clusters Score -7579749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -7579750.000000 Penalty: 5486.729980
	Iteration 134Q: 3 clusters Score -7579750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -7579744.000000 Penalty: 5486.729980
	Iteration 135Q: 3 clusters Score -7579744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -7579743.500000 Penalty: 5486.729980
	Iteration 136Q: 3 clusters Score -7579744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -7579756.000000 Penalty: 5486.729980
	Iteration 137Q: 3 clusters Score -7579756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -7579749.500000 Penalty: 5486.729980
	Iteration 138Q: 3 clusters Score -7579750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -7579742.000000 Penalty: 5486.729980
	Iteration 139Q: 3 clusters Score -7579742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -7579740.000000 Penalty: 5486.729980
	Iteration 140F: 3 clusters Score -7579740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -7579760.000000 Penalty: 5486.729980
	Iteration 141Q: 3 clusters Score -7579760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -7579764.500000 Penalty: 5486.729980
	Iteration 142Q: 3 clusters Score -7579764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7579779.000000 Penalty: 5486.729980
	Iteration 143Q: 3 clusters Score -7579779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -7579767.000000 Penalty: 5486.729980
	Iteration 144Q: 3 clusters Score -7579767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -7579778.000000 Penalty: 5486.729980
	Iteration 145Q: 3 clusters Score -7579778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -7579770.000000 Penalty: 5486.729980
	Iteration 146Q: 3 clusters Score -7579770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -7579777.500000 Penalty: 5486.729980
	Iteration 147Q: 3 clusters Score -7579778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -7579776.000000 Penalty: 5486.729980
	Iteration 148Q: 3 clusters Score -7579776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -7579786.000000 Penalty: 5486.729980
	Iteration 149Q: 3 clusters Score -7579786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -7579781.500000 Penalty: 5486.729980
	Iteration 150Q: 3 clusters Score -7579782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -7579786.500000 Penalty: 5486.729980
	Iteration 151Q: 3 clusters Score -7579786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -7579785.000000 Penalty: 5486.729980
	Iteration 152Q: 3 clusters Score -7579785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7579777.000000 Penalty: 5486.729980
	Iteration 153Q: 3 clusters Score -7579777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -7579777.000000 Penalty: 5486.729980
	Iteration 154Q: 3 clusters Score -7579777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -7579778.500000 Penalty: 5486.729980
	Iteration 155Q: 3 clusters Score -7579778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -7579778.500000 Penalty: 5486.729980
	Iteration 156F: 3 clusters Score -7579778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 176908 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180591 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166620 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53830 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156505 members 
Mstep: Class 16 contains 57699 members 
Mstep: Class 17 contains 76672 members 
Mstep: Class 19 contains 63701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063592.000000 Penalty: 61757.199219
Iteration 399Q: 19 clusters Score -1.180636e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41479 members 
Mstep: Class 5 contains 176855 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180599 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166632 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53819 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156546 members 
Mstep: Class 16 contains 57702 members 
Mstep: Class 17 contains 76671 members 
Mstep: Class 19 contains 63702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063472.000000 Penalty: 61757.199219
Iteration 400F: 19 clusters Score -1.180635e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 176803 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180601 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166635 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53818 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156593 members 
Mstep: Class 16 contains 57703 members 
Mstep: Class 17 contains 76673 members 
Mstep: Class 19 contains 63700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063416.000000 Penalty: 61757.199219
Iteration 401Q: 19 clusters Score -1.180634e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41476 members 
Mstep: Class 5 contains 176753 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180610 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166635 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156640 members 
Mstep: Class 16 contains 57702 members 
Mstep: Class 17 contains 76675 members 
Mstep: Class 19 contains 63706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063376.000000 Penalty: 61757.199219
Iteration 402Q: 19 clusters Score -1.180634e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 176686 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180618 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166639 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53806 members 
Mstep: Class 14 contains 1125 members 
Mstep: Class 15 contains 156693 members 
Mstep: Class 16 contains 57702 members 
Mstep: Class 17 contains 76680 members 
Mstep: Class 19 contains 63708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063352.000000 Penalty: 61757.199219
Iteration 403Q: 19 clusters Score -1.180634e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 176645 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180627 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166640 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53804 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156724 members 
Mstep: Class 16 contains 57701 members 
Mstep: Class 17 contains 76684 members 
Mstep: Class 19 contains 63708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063384.000000 Penalty: 61757.199219
Iteration 404Q: 19 clusters Score -1.180634e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 176588 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180638 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166653 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53793 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156752 members 
Mstep: Class 16 contains 57703 members 
Mstep: Class 17 contains 76690 members 
Mstep: Class 19 contains 63713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063256.000000 Penalty: 61757.199219
Iteration 405Q: 19 clusters Score -1.180633e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 176539 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3442 members 
Mstep: Class 8 contains 180644 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166669 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53782 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156787 members 
Mstep: Class 16 contains 57705 members 
Mstep: Class 17 contains 76688 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 61757.199219
Iteration 406Q: 19 clusters Score -1.180632e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41468 members 
Mstep: Class 5 contains 176514 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180649 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166678 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53778 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156808 members 
Mstep: Class 16 contains 57706 members 
Mstep: Class 17 contains 76689 members 
Mstep: Class 19 contains 63720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063200.000000 Penalty: 61757.199219
Iteration 407Q: 19 clusters Score -1.180632e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41466 members 
Mstep: Class 5 contains 176491 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180656 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166673 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53772 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156831 members 
Mstep: Class 16 contains 57704 members 
Mstep: Class 17 contains 76692 members 
Mstep: Class 19 contains 63725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063328.000000 Penalty: 61757.199219
Iteration 408Q: 19 clusters Score -1.180633e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 176456 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180673 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166683 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53762 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156847 members 
Mstep: Class 16 contains 57705 members 
Mstep: Class 17 contains 76693 members 
Mstep: Class 19 contains 63728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063336.000000 Penalty: 61757.199219
Iteration 409Q: 19 clusters Score -1.180633e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 176416 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180688 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166688 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156875 members 
Mstep: Class 16 contains 57707 members 
Mstep: Class 17 contains 76693 members 
Mstep: Class 19 contains 63727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063288.000000 Penalty: 61757.199219
Iteration 410Q: 19 clusters Score -1.180633e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 176376 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180702 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166706 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53742 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156893 members 
Mstep: Class 16 contains 57712 members 
Mstep: Class 17 contains 76692 members 
Mstep: Class 19 contains 63721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063280.000000 Penalty: 61757.199219
Iteration 411Q: 19 clusters Score -1.180633e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 176336 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180730 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166704 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156911 members 
Mstep: Class 16 contains 57715 members 
Mstep: Class 17 contains 76703 members 
Mstep: Class 19 contains 63720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063304.000000 Penalty: 61757.199219
Iteration 412Q: 19 clusters Score -1.180633e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 176296 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180737 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166712 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156934 members 
Mstep: Class 16 contains 57717 members 
Mstep: Class 17 contains 76708 members 
Mstep: Class 19 contains 63724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063296.000000 Penalty: 61757.199219
Iteration 413Q: 19 clusters Score -1.180633e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 176260 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180741 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166727 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53715 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156951 members 
Mstep: Class 16 contains 57717 members 
Mstep: Class 17 contains 76716 members 
Mstep: Class 19 contains 63725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063224.000000 Penalty: 61757.199219
Iteration 414Q: 19 clusters Score -1.180632e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 176231 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180743 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166738 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156963 members 
Mstep: Class 16 contains 57717 members 
Mstep: Class 17 contains 76723 members 
Mstep: Class 19 contains 63726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 61757.199219
Iteration 415Q: 19 clusters Score -1.180632e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41453 members 
Mstep: Class 5 contains 176194 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180744 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166756 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53704 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 156987 members 
Mstep: Class 16 contains 57715 members 
Mstep: Class 17 contains 76725 members 
Mstep: Class 19 contains 63729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063152.000000 Penalty: 61757.199219
Iteration 416Q: 19 clusters Score -1.180632e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41451 members 
Mstep: Class 5 contains 176155 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180748 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166767 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53701 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157006 members 
Mstep: Class 16 contains 57714 members 
Mstep: Class 17 contains 76732 members 
Mstep: Class 19 contains 63732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 61757.199219
Iteration 417Q: 19 clusters Score -1.180632e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41450 members 
Mstep: Class 5 contains 176136 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180754 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166778 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53694 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157010 members 
Mstep: Class 16 contains 57715 members 
Mstep: Class 17 contains 76737 members 
Mstep: Class 19 contains 63734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063224.000000 Penalty: 61757.199219
Iteration 418Q: 19 clusters Score -1.180632e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41451 members 
Mstep: Class 5 contains 176103 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180757 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166785 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53689 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157026 members 
Mstep: Class 16 contains 57718 members 
Mstep: Class 17 contains 76741 members 
Mstep: Class 19 contains 63738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063240.000000 Penalty: 61757.199219
Iteration 419Q: 19 clusters Score -1.180632e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41454 members 
Mstep: Class 5 contains 176081 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180763 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166795 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53680 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157035 members 
Mstep: Class 16 contains 57720 members 
Mstep: Class 17 contains 76741 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063216.000000 Penalty: 61757.199219
Iteration 420F: 19 clusters Score -1.180632e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41451 members 
Mstep: Class 5 contains 176066 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180768 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166799 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157050 members 
Mstep: Class 16 contains 57722 members 
Mstep: Class 17 contains 76742 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063176.000000 Penalty: 61757.199219
Iteration 421Q: 19 clusters Score -1.180632e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41453 members 
Mstep: Class 5 contains 176045 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180776 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166806 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 53663 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157057 members 
Mstep: Class 16 contains 57727 members 
Mstep: Class 17 contains 76744 members 
Mstep: Class 19 contains 63737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063128.000000 Penalty: 61757.199219
Iteration 422Q: 19 clusters Score -1.180631e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 176021 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180784 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166815 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53654 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157072 members 
Mstep: Class 16 contains 57729 members 
Mstep: Class 17 contains 76742 members 
Mstep: Class 19 contains 63734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 61757.199219
Iteration 423Q: 19 clusters Score -1.180632e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175994 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180793 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166821 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157083 members 
Mstep: Class 16 contains 57730 members 
Mstep: Class 17 contains 76740 members 
Mstep: Class 19 contains 63737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 61757.199219
Iteration 424Q: 19 clusters Score -1.180631e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 175970 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180798 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166821 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157093 members 
Mstep: Class 16 contains 57735 members 
Mstep: Class 17 contains 76743 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 61757.199219
Iteration 425Q: 19 clusters Score -1.180631e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 175956 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180800 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166827 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157087 members 
Mstep: Class 16 contains 57742 members 
Mstep: Class 17 contains 76747 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 61757.199219
Iteration 426Q: 19 clusters Score -1.180632e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175943 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180800 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166826 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53647 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157099 members 
Mstep: Class 16 contains 57743 members 
Mstep: Class 17 contains 76750 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 61757.199219
Iteration 427Q: 19 clusters Score -1.180631e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175927 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3443 members 
Mstep: Class 8 contains 180805 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166826 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157112 members 
Mstep: Class 16 contains 57742 members 
Mstep: Class 17 contains 76754 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 61757.199219
Iteration 428Q: 19 clusters Score -1.180632e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175908 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 180810 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166829 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157117 members 
Mstep: Class 16 contains 57743 members 
Mstep: Class 17 contains 76756 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 61757.199219
Iteration 429Q: 19 clusters Score -1.180631e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175897 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 180812 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166829 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157118 members 
Mstep: Class 16 contains 57744 members 
Mstep: Class 17 contains 76762 members 
Mstep: Class 19 contains 63746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 61757.199219
Iteration 430Q: 19 clusters Score -1.180631e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175876 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3444 members 
Mstep: Class 8 contains 180813 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166837 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53641 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157127 members 
Mstep: Class 16 contains 57746 members 
Mstep: Class 17 contains 76763 members 
Mstep: Class 19 contains 63750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 431Q: 19 clusters Score -1.180631e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175861 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180821 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166837 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157130 members 
Mstep: Class 16 contains 57751 members 
Mstep: Class 17 contains 76764 members 
Mstep: Class 19 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 432Q: 19 clusters Score -1.180631e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175841 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180822 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166842 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157142 members 
Mstep: Class 16 contains 57752 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063040.000000 Penalty: 61757.199219
Iteration 433Q: 19 clusters Score -1.18063e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175825 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180825 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166844 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 57752 members 
Mstep: Class 17 contains 76770 members 
Mstep: Class 19 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 434Q: 19 clusters Score -1.180631e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175805 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180831 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166849 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157156 members 
Mstep: Class 16 contains 57753 members 
Mstep: Class 17 contains 76768 members 
Mstep: Class 19 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 61757.199219
Iteration 435Q: 19 clusters Score -1.180631e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 175784 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180835 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166857 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157161 members 
Mstep: Class 16 contains 57753 members 
Mstep: Class 17 contains 76772 members 
Mstep: Class 19 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 61757.199219
Iteration 436Q: 19 clusters Score -1.180632e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175777 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180838 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166859 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157161 members 
Mstep: Class 16 contains 57752 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063264.000000 Penalty: 61757.199219
Iteration 437Q: 19 clusters Score -1.180633e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175760 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 180844 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166860 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53634 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157167 members 
Mstep: Class 16 contains 57755 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063216.000000 Penalty: 61757.199219
Iteration 438Q: 19 clusters Score -1.180632e+08 nChanged 57
Entering ConstructFrom: 
Score: -118063216.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Entering Unmasked Estep 
Score: -2260385.750000 Penalty: 2448.472656
	Iteration 0F: 2 clusters Score -2260386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2246654.500000 Penalty: 4896.945312
	Iteration 0F: 3 clusters Score -2246654 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2251419.500000 Penalty: 4896.945312
	Iteration 1F: 3 clusters Score -2251420 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2252010.750000 Penalty: 4896.945312
	Iteration 2F: 3 clusters Score -2252011 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2252715.500000 Penalty: 4896.945312
	Iteration 3F: 3 clusters Score -2252716 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2253565.750000 Penalty: 4896.945312
	Iteration 4F: 3 clusters Score -2253566 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2254500.500000 Penalty: 4896.945312
	Iteration 5F: 3 clusters Score -2254500 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2255379.500000 Penalty: 4896.945312
	Iteration 6F: 3 clusters Score -2255380 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2256062.500000 Penalty: 4896.945312
	Iteration 7F: 3 clusters Score -2256062 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2256600.250000 Penalty: 4896.945312
	Iteration 8Q: 3 clusters Score -2256600 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2257035.500000 Penalty: 4896.945312
	Iteration 9Q: 3 clusters Score -2257036 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2257364.250000 Penalty: 4896.945312
	Iteration 10Q: 3 clusters Score -2257364 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2257671.000000 Penalty: 4896.945312
	Iteration 11Q: 3 clusters Score -2257671 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2257949.750000 Penalty: 4896.945312
	Iteration 12Q: 3 clusters Score -2257950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2258210.750000 Penalty: 4896.945312
	Iteration 13Q: 3 clusters Score -2258211 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2258420.000000 Penalty: 4896.945312
	Iteration 14Q: 3 clusters Score -2258420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2258606.250000 Penalty: 4896.945312
	Iteration 15Q: 3 clusters Score -2258606 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2258754.750000 Penalty: 4896.945312
	Iteration 16Q: 3 clusters Score -2258755 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2258868.250000 Penalty: 4896.945312
	Iteration 17Q: 3 clusters Score -2258868 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2258934.000000 Penalty: 4896.945312
	Iteration 18Q: 3 clusters Score -2258934 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2258962.750000 Penalty: 4896.945312
	Iteration 19Q: 3 clusters Score -2258963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2258986.250000 Penalty: 4896.945312
	Iteration 20F: 3 clusters Score -2258986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2259004.750000 Penalty: 4896.945312
	Iteration 21Q: 3 clusters Score -2259005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2259026.000000 Penalty: 4896.945312
	Iteration 22Q: 3 clusters Score -2259026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2259033.500000 Penalty: 4896.945312
	Iteration 23Q: 3 clusters Score -2259034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2259035.250000 Penalty: 4896.945312
	Iteration 24Q: 3 clusters Score -2259035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2259036.000000 Penalty: 4896.945312
	Iteration 25Q: 3 clusters Score -2259036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2259038.500000 Penalty: 4896.945312
	Iteration 26Q: 3 clusters Score -2259038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2259036.750000 Penalty: 4896.945312
	Iteration 27Q: 3 clusters Score -2259037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2259038.750000 Penalty: 4896.945312
	Iteration 28Q: 3 clusters Score -2259039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2259038.250000 Penalty: 4896.945312
	Iteration 29Q: 3 clusters Score -2259038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2259041.750000 Penalty: 4896.945312
	Iteration 30Q: 3 clusters Score -2259042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2259043.750000 Penalty: 4896.945312
	Iteration 31Q: 3 clusters Score -2259044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 4896.945312
	Iteration 32Q: 3 clusters Score -2259042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2259044.000000 Penalty: 4896.945312
	Iteration 33Q: 3 clusters Score -2259044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 4896.945312
	Iteration 34Q: 3 clusters Score -2259042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 4896.945312
	Iteration 35F: 3 clusters Score -2259042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -986699.937500 Penalty: 2242.982910
	Iteration 0F: 2 clusters Score -986699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -980111.750000 Penalty: 4485.965820
	Iteration 0F: 3 clusters Score -980111.8 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -981870.187500 Penalty: 4485.965820
	Iteration 1F: 3 clusters Score -981870.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -982135.750000 Penalty: 4485.965820
	Iteration 2F: 3 clusters Score -982135.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -982298.437500 Penalty: 4485.965820
	Iteration 3Q: 3 clusters Score -982298.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -982435.000000 Penalty: 4485.965820
	Iteration 4Q: 3 clusters Score -982435 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -982553.375000 Penalty: 4485.965820
	Iteration 5Q: 3 clusters Score -982553.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -982672.125000 Penalty: 4485.965820
	Iteration 6Q: 3 clusters Score -982672.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -982766.062500 Penalty: 4485.965820
	Iteration 7Q: 3 clusters Score -982766.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -982850.750000 Penalty: 4485.965820
	Iteration 8Q: 3 clusters Score -982850.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -982942.250000 Penalty: 4485.965820
	Iteration 9Q: 3 clusters Score -982942.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -983021.062500 Penalty: 4485.965820
	Iteration 10Q: 3 clusters Score -983021.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -983093.000000 Penalty: 4485.965820
	Iteration 11Q: 3 clusters Score -983093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -983164.062500 Penalty: 4485.965820
	Iteration 12Q: 3 clusters Score -983164.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -983239.375000 Penalty: 4485.965820
	Iteration 13Q: 3 clusters Score -983239.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -983318.750000 Penalty: 4485.965820
	Iteration 14Q: 3 clusters Score -983318.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -983398.312500 Penalty: 4485.965820
	Iteration 15Q: 3 clusters Score -983398.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -983497.062500 Penalty: 4485.965820
	Iteration 16Q: 3 clusters Score -983497.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -983616.062500 Penalty: 4485.965820
	Iteration 17Q: 3 clusters Score -983616.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -983769.500000 Penalty: 4485.965820
	Iteration 18Q: 3 clusters Score -983769.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -983933.937500 Penalty: 4485.965820
	Iteration 19Q: 3 clusters Score -983933.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -984078.375000 Penalty: 4485.965820
	Iteration 20F: 3 clusters Score -984078.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -984219.000000 Penalty: 4485.965820
	Iteration 21Q: 3 clusters Score -984219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -984349.125000 Penalty: 4485.965820
	Iteration 22Q: 3 clusters Score -984349.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -984466.437500 Penalty: 4485.965820
	Iteration 23Q: 3 clusters Score -984466.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -984560.625000 Penalty: 4485.965820
	Iteration 24Q: 3 clusters Score -984560.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -984646.375000 Penalty: 4485.965820
	Iteration 25Q: 3 clusters Score -984646.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -984712.375000 Penalty: 4485.965820
	Iteration 26Q: 3 clusters Score -984712.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -984764.750000 Penalty: 4485.965820
	Iteration 27Q: 3 clusters Score -984764.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -984808.437500 Penalty: 4485.965820
	Iteration 28Q: 3 clusters Score -984808.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -984839.375000 Penalty: 4485.965820
	Iteration 29Q: 3 clusters Score -984839.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -984861.125000 Penalty: 4485.965820
	Iteration 30Q: 3 clusters Score -984861.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -984870.937500 Penalty: 4485.965820
	Iteration 31Q: 3 clusters Score -984870.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -984882.625000 Penalty: 4485.965820
	Iteration 32Q: 3 clusters Score -984882.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -984890.750000 Penalty: 4485.965820
	Iteration 33Q: 3 clusters Score -984890.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -984896.437500 Penalty: 4485.965820
	Iteration 34Q: 3 clusters Score -984896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -984902.437500 Penalty: 4485.965820
	Iteration 35Q: 3 clusters Score -984902.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -984909.812500 Penalty: 4485.965820
	Iteration 36Q: 3 clusters Score -984909.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -984912.062500 Penalty: 4485.965820
	Iteration 37Q: 3 clusters Score -984912.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -984913.000000 Penalty: 4485.965820
	Iteration 38Q: 3 clusters Score -984913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -984913.875000 Penalty: 4485.965820
	Iteration 39Q: 3 clusters Score -984913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -984915.000000 Penalty: 4485.965820
	Iteration 40F: 3 clusters Score -984915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -984917.000000 Penalty: 4485.965820
	Iteration 41Q: 3 clusters Score -984917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -984916.312500 Penalty: 4485.965820
	Iteration 42Q: 3 clusters Score -984916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -984915.687500 Penalty: 4485.965820
	Iteration 43Q: 3 clusters Score -984915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -984915.687500 Penalty: 4485.965820
	Iteration 44F: 3 clusters Score -984915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -143670.859375 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -143670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141515.625000 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -141515.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141943.671875 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -141943.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142104.109375 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -142104.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142209.453125 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -142209.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142280.578125 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -142280.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142327.843750 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -142327.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142383.687500 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -142383.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142421.250000 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -142421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -142432.593750 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -142432.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142451.343750 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -142451.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142457.609375 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -142457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142483.765625 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -142483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142498.875000 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -142498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -142509.109375 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -142509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142515.046875 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -142515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142520.015625 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -142520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142521.890625 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -142521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142524.281250 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -142524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142527.093750 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -142527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142529.984375 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -142530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142536.718750 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -142536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142560.578125 Penalty: 3576.199463
	Iteration 21Q: 3 clusters Score -142560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142577.171875 Penalty: 3576.199463
	Iteration 22Q: 3 clusters Score -142577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142584.109375 Penalty: 3576.199463
	Iteration 23Q: 3 clusters Score -142584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142587.062500 Penalty: 3576.199463
	Iteration 24Q: 3 clusters Score -142587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142588.531250 Penalty: 3576.199463
	Iteration 25Q: 3 clusters Score -142588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142589.484375 Penalty: 3576.199463
	Iteration 26Q: 3 clusters Score -142589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -142589.796875 Penalty: 3576.199463
	Iteration 27Q: 3 clusters Score -142589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -142589.796875 Penalty: 3576.199463
	Iteration 28F: 3 clusters Score -142589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Entering Unmasked Estep 
Score: -4722019.500000 Penalty: 2636.874023
	Iteration 0F: 2 clusters Score -4722020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4693946.500000 Penalty: 5273.748047
	Iteration 0F: 3 clusters Score -4693946 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4704386.000000 Penalty: 5273.748047
	Iteration 1F: 3 clusters Score -4704386 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4705439.000000 Penalty: 5273.748047
	Iteration 2Q: 3 clusters Score -4705439 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4707178.500000 Penalty: 5273.748047
	Iteration 3F: 3 clusters Score -4707178 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4709739.000000 Penalty: 5273.748047
	Iteration 4F: 3 clusters Score -4709739 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4713036.000000 Penalty: 5273.748047
	Iteration 5F: 3 clusters Score -4713036 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4716306.000000 Penalty: 5273.748047
	Iteration 6F: 3 clusters Score -4716306 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4718520.500000 Penalty: 5273.748047
	Iteration 7F: 3 clusters Score -4718520 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4719562.500000 Penalty: 5273.748047
	Iteration 8F: 3 clusters Score -4719562 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4719924.000000 Penalty: 5273.748047
	Iteration 9Q: 3 clusters Score -4719924 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4720023.500000 Penalty: 5273.748047
	Iteration 10Q: 3 clusters Score -4720024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4720102.000000 Penalty: 5273.748047
	Iteration 11Q: 3 clusters Score -4720102 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4720099.500000 Penalty: 5273.748047
	Iteration 12Q: 3 clusters Score -4720100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4720091.500000 Penalty: 5273.748047
	Iteration 13Q: 3 clusters Score -4720092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4720104.500000 Penalty: 5273.748047
	Iteration 14Q: 3 clusters Score -4720104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4720117.000000 Penalty: 5273.748047
	Iteration 15Q: 3 clusters Score -4720117 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4720129.500000 Penalty: 5273.748047
	Iteration 16Q: 3 clusters Score -4720130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4720125.500000 Penalty: 5273.748047
	Iteration 17Q: 3 clusters Score -4720126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4720116.500000 Penalty: 5273.748047
	Iteration 18Q: 3 clusters Score -4720116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4720118.000000 Penalty: 5273.748047
	Iteration 19Q: 3 clusters Score -4720118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4720132.000000 Penalty: 5273.748047
	Iteration 20F: 3 clusters Score -4720132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4720127.500000 Penalty: 5273.748047
	Iteration 21Q: 3 clusters Score -4720128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4720124.500000 Penalty: 5273.748047
	Iteration 22Q: 3 clusters Score -4720124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4720122.000000 Penalty: 5273.748047
	Iteration 23Q: 3 clusters Score -4720122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4720118.500000 Penalty: 5273.748047
	Iteration 24Q: 3 clusters Score -4720118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4720135.500000 Penalty: 5273.748047
	Iteration 25Q: 3 clusters Score -4720136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4720137.000000 Penalty: 5273.748047
	Iteration 26Q: 3 clusters Score -4720137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4720128.500000 Penalty: 5273.748047
	Iteration 27Q: 3 clusters Score -4720128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4720135.000000 Penalty: 5273.748047
	Iteration 28Q: 3 clusters Score -4720135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4720138.500000 Penalty: 5273.748047
	Iteration 29Q: 3 clusters Score -4720138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4720138.000000 Penalty: 5273.748047
	Iteration 30Q: 3 clusters Score -4720138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4720145.500000 Penalty: 5273.748047
	Iteration 31Q: 3 clusters Score -4720146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4720135.000000 Penalty: 5273.748047
	Iteration 32Q: 3 clusters Score -4720135 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4720146.000000 Penalty: 5273.748047
	Iteration 33Q: 3 clusters Score -4720146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4720151.000000 Penalty: 5273.748047
	Iteration 34Q: 3 clusters Score -4720151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4720160.000000 Penalty: 5273.748047
	Iteration 35Q: 3 clusters Score -4720160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4720160.000000 Penalty: 5273.748047
	Iteration 36Q: 3 clusters Score -4720160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4720168.500000 Penalty: 5273.748047
	Iteration 37Q: 3 clusters Score -4720168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4720168.000000 Penalty: 5273.748047
	Iteration 38Q: 3 clusters Score -4720168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4720171.500000 Penalty: 5273.748047
	Iteration 39Q: 3 clusters Score -4720172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4720177.500000 Penalty: 5273.748047
	Iteration 40F: 3 clusters Score -4720178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4720182.000000 Penalty: 5273.748047
	Iteration 41Q: 3 clusters Score -4720182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4720179.000000 Penalty: 5273.748047
	Iteration 42Q: 3 clusters Score -4720179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4720187.000000 Penalty: 5273.748047
	Iteration 43Q: 3 clusters Score -4720187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4720187.000000 Penalty: 5273.748047
	Iteration 44Q: 3 clusters Score -4720187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4720183.500000 Penalty: 5273.748047
	Iteration 45Q: 3 clusters Score -4720184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4720197.000000 Penalty: 5273.748047
	Iteration 46Q: 3 clusters Score -4720197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4720193.000000 Penalty: 5273.748047
	Iteration 47Q: 3 clusters Score -4720193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4720193.500000 Penalty: 5273.748047
	Iteration 48Q: 3 clusters Score -4720194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4720200.500000 Penalty: 5273.748047
	Iteration 49Q: 3 clusters Score -4720200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4720211.000000 Penalty: 5273.748047
	Iteration 50Q: 3 clusters Score -4720211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4720210.500000 Penalty: 5273.748047
	Iteration 51Q: 3 clusters Score -4720210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4720221.000000 Penalty: 5273.748047
	Iteration 52Q: 3 clusters Score -4720221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4720232.000000 Penalty: 5273.748047
	Iteration 53Q: 3 clusters Score -4720232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4720246.500000 Penalty: 5273.748047
	Iteration 54Q: 3 clusters Score -4720246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4720260.000000 Penalty: 5273.748047
	Iteration 55Q: 3 clusters Score -4720260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4720259.000000 Penalty: 5273.748047
	Iteration 56Q: 3 clusters Score -4720259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4720263.500000 Penalty: 5273.748047
	Iteration 57Q: 3 clusters Score -4720264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4720280.000000 Penalty: 5273.748047
	Iteration 58Q: 3 clusters Score -4720280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4720282.000000 Penalty: 5273.748047
	Iteration 59Q: 3 clusters Score -4720282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4720288.000000 Penalty: 5273.748047
	Iteration 60F: 3 clusters Score -4720288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4720299.500000 Penalty: 5273.748047
	Iteration 61Q: 3 clusters Score -4720300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4720308.000000 Penalty: 5273.748047
	Iteration 62Q: 3 clusters Score -4720308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4720319.500000 Penalty: 5273.748047
	Iteration 63Q: 3 clusters Score -4720320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4720305.500000 Penalty: 5273.748047
	Iteration 64Q: 3 clusters Score -4720306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4720323 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4720320 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4720322 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4720323 nChanged 46
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Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4720327 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4720326 nChanged 42
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Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4720324 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4720331 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4720326 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4720321 nChanged 33
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Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4720331 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4720334 nChanged 35
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Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4720324 nChanged 36
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Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4720336 nChanged 24
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Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4720335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4720335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4720331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4720344.500000 Penalty: 5273.748047
	Iteration 82Q: 3 clusters Score -4720344 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4720332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4720335 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4720346 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4720338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4720338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4720346 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4720345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4720348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4720354.000000 Penalty: 5273.748047
	Iteration 91Q: 3 clusters Score -4720354 nChanged 41
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Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4720345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4720350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4720343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4720332 nChanged 39
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Mstep: Class 1 contains 22440 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4720333 nChanged 58
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Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4720343 nChanged 54
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Mstep: Class 1 contains 22330 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4720364 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22274 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4720356 nChanged 57
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Mstep: Class 1 contains 22217 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4720366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4720370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4720360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4720364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4720358 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4720370 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4720374 nChanged 32
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Mstep: Class 1 contains 21931 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4720380 nChanged 33
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Mstep: Class 1 contains 21900 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4720380 nChanged 28
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Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4720386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4720381 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4720388 nChanged 31
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Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4720388 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4720400 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21734 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4720407 nChanged 31
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4720403 nChanged 26
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4720398 nChanged 25
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Entering Unmasked Estep 
Score: -4720391.000000 Penalty: 5273.748047
	Iteration 117Q: 3 clusters Score -4720391 nChanged 36
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4720409 nChanged 34
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4720414 nChanged 24
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Entering Unmasked Estep 
Score: -4720416.500000 Penalty: 5273.748047
	Iteration 120F: 3 clusters Score -4720416 nChanged 31
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4720420 nChanged 20
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Mstep: Class 1 contains 21509 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4720422 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4720426 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4720424 nChanged 21
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Mstep: Class 2 contains 20017 members 
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	Iteration 125Q: 3 clusters Score -4720424 nChanged 26
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Mstep: Class 1 contains 21420 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4720426 nChanged 27
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Entering Unmasked Estep 
Score: -4720419.500000 Penalty: 5273.748047
	Iteration 127Q: 3 clusters Score -4720420 nChanged 30
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Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4720412.000000 Penalty: 5273.748047
	Iteration 128Q: 3 clusters Score -4720412 nChanged 30
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	Iteration 129Q: 3 clusters Score -4720420 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21299 members 
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Entering Unmasked Estep 
Score: -4720422.500000 Penalty: 5273.748047
	Iteration 130Q: 3 clusters Score -4720422 nChanged 37
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Mstep: Class 1 contains 21262 members 
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Entering Unmasked Estep 
Score: -4720433.500000 Penalty: 5273.748047
	Iteration 131Q: 3 clusters Score -4720434 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4720439.000000 Penalty: 5273.748047
	Iteration 132Q: 3 clusters Score -4720439 nChanged 41
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Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4720437 nChanged 42
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Entering Unmasked Estep 
Score: -4720453.000000 Penalty: 5273.748047
	Iteration 134Q: 3 clusters Score -4720453 nChanged 48
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Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4720451 nChanged 47
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Mstep: Class 1 contains 21056 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4720448 nChanged 40
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Mstep: Class 1 contains 21016 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4720448 nChanged 40
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Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4720452 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20943 members 
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Entering Unmasked Estep 
Score: -4720455.500000 Penalty: 5273.748047
	Iteration 139Q: 3 clusters Score -4720456 nChanged 30
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Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4720471.000000 Penalty: 5273.748047
	Iteration 140F: 3 clusters Score -4720471 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4720456 nChanged 25
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Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4720461.000000 Penalty: 5273.748047
	Iteration 142Q: 3 clusters Score -4720461 nChanged 19
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Mstep: Class 1 contains 20849 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4720462 nChanged 16
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	Iteration 144Q: 3 clusters Score -4720458 nChanged 15
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Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4720456 nChanged 15
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Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4720469.500000 Penalty: 5273.748047
	Iteration 146Q: 3 clusters Score -4720470 nChanged 18
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Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4720469 nChanged 23
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Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4720465.000000 Penalty: 5273.748047
	Iteration 148Q: 3 clusters Score -4720465 nChanged 23
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4720462 nChanged 25
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4720468 nChanged 24
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4720472 nChanged 22
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4720472 nChanged 17
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Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4720476.000000 Penalty: 5273.748047
	Iteration 153Q: 3 clusters Score -4720476 nChanged 15
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Mstep: Class 1 contains 20640 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4720478 nChanged 19
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4720477 nChanged 19
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Mstep: Class 1 contains 20604 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4720478 nChanged 19
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4720474 nChanged 21
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Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4720475.500000 Penalty: 5273.748047
	Iteration 158Q: 3 clusters Score -4720476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4720480.000000 Penalty: 5273.748047
	Iteration 159Q: 3 clusters Score -4720480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4720477.500000 Penalty: 5273.748047
	Iteration 160F: 3 clusters Score -4720478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4720480.500000 Penalty: 5273.748047
	Iteration 161Q: 3 clusters Score -4720480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4720474.500000 Penalty: 5273.748047
	Iteration 162Q: 3 clusters Score -4720474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4720469.500000 Penalty: 5273.748047
	Iteration 163Q: 3 clusters Score -4720470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4720470.000000 Penalty: 5273.748047
	Iteration 164Q: 3 clusters Score -4720470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4720474.500000 Penalty: 5273.748047
	Iteration 165Q: 3 clusters Score -4720474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4720474.000000 Penalty: 5273.748047
	Iteration 166Q: 3 clusters Score -4720474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4720469.000000 Penalty: 5273.748047
	Iteration 167Q: 3 clusters Score -4720469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -4720467.500000 Penalty: 5273.748047
	Iteration 168Q: 3 clusters Score -4720468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4720466.000000 Penalty: 5273.748047
	Iteration 169Q: 3 clusters Score -4720466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4720466.000000 Penalty: 5273.748047
	Iteration 170Q: 3 clusters Score -4720466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4720466.000000 Penalty: 5273.748047
	Iteration 171Q: 3 clusters Score -4720466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4720458.000000 Penalty: 5273.748047
	Iteration 172Q: 3 clusters Score -4720458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4720463.500000 Penalty: 5273.748047
	Iteration 173Q: 3 clusters Score -4720464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4720457.500000 Penalty: 5273.748047
	Iteration 174Q: 3 clusters Score -4720458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4720463.000000 Penalty: 5273.748047
	Iteration 175Q: 3 clusters Score -4720463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4720459.000000 Penalty: 5273.748047
	Iteration 176Q: 3 clusters Score -4720459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4720460.500000 Penalty: 5273.748047
	Iteration 177Q: 3 clusters Score -4720460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4720461.500000 Penalty: 5273.748047
	Iteration 178Q: 3 clusters Score -4720462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -4720463.000000 Penalty: 5273.748047
	Iteration 179Q: 3 clusters Score -4720463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4720459.500000 Penalty: 5273.748047
	Iteration 180F: 3 clusters Score -4720460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4720457.500000 Penalty: 5273.748047
	Iteration 181Q: 3 clusters Score -4720458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4720454.500000 Penalty: 5273.748047
	Iteration 182Q: 3 clusters Score -4720454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4720454.000000 Penalty: 5273.748047
	Iteration 183Q: 3 clusters Score -4720454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4720455.500000 Penalty: 5273.748047
	Iteration 184Q: 3 clusters Score -4720456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4720461.000000 Penalty: 5273.748047
	Iteration 185Q: 3 clusters Score -4720461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4720458.000000 Penalty: 5273.748047
	Iteration 186Q: 3 clusters Score -4720458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4720457.500000 Penalty: 5273.748047
	Iteration 187Q: 3 clusters Score -4720458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4720456.000000 Penalty: 5273.748047
	Iteration 188Q: 3 clusters Score -4720456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4720456.500000 Penalty: 5273.748047
	Iteration 189Q: 3 clusters Score -4720456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4720456.500000 Penalty: 5273.748047
	Iteration 190F: 3 clusters Score -4720456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Entering Unmasked Estep 
Score: -20665440.000000 Penalty: 2995.046387
	Iteration 0F: 2 clusters Score -2.066544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -20548196.000000 Penalty: 5990.092773
	Iteration 0F: 3 clusters Score -2.05482e+07 nChanged 84211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -20597792.000000 Penalty: 5990.092773
	Iteration 1F: 3 clusters Score -2.059779e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -20598664.000000 Penalty: 5990.092773
	Iteration 2Q: 3 clusters Score -2.059866e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -20599278.000000 Penalty: 5990.092773
	Iteration 3Q: 3 clusters Score -2.059928e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -20600128.000000 Penalty: 5990.092773
	Iteration 4Q: 3 clusters Score -2.060013e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -20601002.000000 Penalty: 5990.092773
	Iteration 5Q: 3 clusters Score -2.0601e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -20602306.000000 Penalty: 5990.092773
	Iteration 6Q: 3 clusters Score -2.060231e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -20604090.000000 Penalty: 5990.092773
	Iteration 7Q: 3 clusters Score -2.060409e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97948 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -20607006.000000 Penalty: 5990.092773
	Iteration 8Q: 3 clusters Score -2.060701e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -20611324.000000 Penalty: 5990.092773
	Iteration 9Q: 3 clusters Score -2.061132e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -20618450.000000 Penalty: 5990.092773
	Iteration 10F: 3 clusters Score -2.061845e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -20626954.000000 Penalty: 5990.092773
	Iteration 11F: 3 clusters Score -2.062695e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -20632662.000000 Penalty: 5990.092773
	Iteration 12F: 3 clusters Score -2.063266e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -20635274.000000 Penalty: 5990.092773
	Iteration 13Q: 3 clusters Score -2.063527e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -20636544.000000 Penalty: 5990.092773
	Iteration 14Q: 3 clusters Score -2.063654e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -20637590.000000 Penalty: 5990.092773
	Iteration 15Q: 3 clusters Score -2.063759e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -20638548.000000 Penalty: 5990.092773
	Iteration 16Q: 3 clusters Score -2.063855e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -20639818.000000 Penalty: 5990.092773
	Iteration 17Q: 3 clusters Score -2.063982e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -20641362.000000 Penalty: 5990.092773
	Iteration 18Q: 3 clusters Score -2.064136e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -20642980.000000 Penalty: 5990.092773
	Iteration 19Q: 3 clusters Score -2.064298e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -20644676.000000 Penalty: 5990.092773
	Iteration 20F: 3 clusters Score -2.064468e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -20646540.000000 Penalty: 5990.092773
	Iteration 21Q: 3 clusters Score -2.064654e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147013 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -20648562.000000 Penalty: 5990.092773
	Iteration 22Q: 3 clusters Score -2.064856e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -20650532.000000 Penalty: 5990.092773
	Iteration 23Q: 3 clusters Score -2.065053e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -20652592.000000 Penalty: 5990.092773
	Iteration 24Q: 3 clusters Score -2.065259e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -20654800.000000 Penalty: 5990.092773
	Iteration 25Q: 3 clusters Score -2.06548e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158323 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -20656776.000000 Penalty: 5990.092773
	Iteration 26Q: 3 clusters Score -2.065678e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -20658338.000000 Penalty: 5990.092773
	Iteration 27Q: 3 clusters Score -2.065834e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -20659682.000000 Penalty: 5990.092773
	Iteration 28Q: 3 clusters Score -2.065968e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -20660682.000000 Penalty: 5990.092773
	Iteration 29Q: 3 clusters Score -2.066068e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -20661394.000000 Penalty: 5990.092773
	Iteration 30Q: 3 clusters Score -2.066139e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -20661874.000000 Penalty: 5990.092773
	Iteration 31Q: 3 clusters Score -2.066187e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -20662264.000000 Penalty: 5990.092773
	Iteration 32Q: 3 clusters Score -2.066226e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -20662416.000000 Penalty: 5990.092773
	Iteration 33Q: 3 clusters Score -2.066242e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164796 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -20662576.000000 Penalty: 5990.092773
	Iteration 34Q: 3 clusters Score -2.066258e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -20662714.000000 Penalty: 5990.092773
	Iteration 35Q: 3 clusters Score -2.066271e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -20662780.000000 Penalty: 5990.092773
	Iteration 36Q: 3 clusters Score -2.066278e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165722 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -20662848.000000 Penalty: 5990.092773
	Iteration 37Q: 3 clusters Score -2.066285e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -20662950.000000 Penalty: 5990.092773
	Iteration 38Q: 3 clusters Score -2.066295e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -20662972.000000 Penalty: 5990.092773
	Iteration 39Q: 3 clusters Score -2.066297e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -20663044.000000 Penalty: 5990.092773
	Iteration 40F: 3 clusters Score -2.066304e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -20663108.000000 Penalty: 5990.092773
	Iteration 41Q: 3 clusters Score -2.066311e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -20663100.000000 Penalty: 5990.092773
	Iteration 42Q: 3 clusters Score -2.06631e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166731 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -20663170.000000 Penalty: 5990.092773
	Iteration 43Q: 3 clusters Score -2.066317e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -20663172.000000 Penalty: 5990.092773
	Iteration 44Q: 3 clusters Score -2.066317e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -20663176.000000 Penalty: 5990.092773
	Iteration 45Q: 3 clusters Score -2.066318e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -20663150.000000 Penalty: 5990.092773
	Iteration 46Q: 3 clusters Score -2.066315e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -20663146.000000 Penalty: 5990.092773
	Iteration 47Q: 3 clusters Score -2.066315e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -20663172.000000 Penalty: 5990.092773
	Iteration 48Q: 3 clusters Score -2.066317e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -20663190.000000 Penalty: 5990.092773
	Iteration 49Q: 3 clusters Score -2.066319e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -20663226.000000 Penalty: 5990.092773
	Iteration 50Q: 3 clusters Score -2.066323e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167401 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -20663234.000000 Penalty: 5990.092773
	Iteration 51Q: 3 clusters Score -2.066323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -20663244.000000 Penalty: 5990.092773
	Iteration 52Q: 3 clusters Score -2.066324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -20663200.000000 Penalty: 5990.092773
	Iteration 53Q: 3 clusters Score -2.06632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167595 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -20663198.000000 Penalty: 5990.092773
	Iteration 54Q: 3 clusters Score -2.06632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -20663202.000000 Penalty: 5990.092773
	Iteration 55Q: 3 clusters Score -2.06632e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167706 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -20663188.000000 Penalty: 5990.092773
	Iteration 56Q: 3 clusters Score -2.066319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -20663202.000000 Penalty: 5990.092773
	Iteration 57Q: 3 clusters Score -2.06632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -20663190.000000 Penalty: 5990.092773
	Iteration 58Q: 3 clusters Score -2.066319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -20663192.000000 Penalty: 5990.092773
	Iteration 59Q: 3 clusters Score -2.066319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -20663214.000000 Penalty: 5990.092773
	Iteration 60F: 3 clusters Score -2.066321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -20663220.000000 Penalty: 5990.092773
	Iteration 61Q: 3 clusters Score -2.066322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -20663198.000000 Penalty: 5990.092773
	Iteration 62Q: 3 clusters Score -2.06632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167988 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -20663196.000000 Penalty: 5990.092773
	Iteration 63Q: 3 clusters Score -2.06632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -20663216.000000 Penalty: 5990.092773
	Iteration 64Q: 3 clusters Score -2.066322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -20663238.000000 Penalty: 5990.092773
	Iteration 65Q: 3 clusters Score -2.066324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -20663208.000000 Penalty: 5990.092773
	Iteration 66Q: 3 clusters Score -2.066321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -20663212.000000 Penalty: 5990.092773
	Iteration 67Q: 3 clusters Score -2.066321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -20663218.000000 Penalty: 5990.092773
	Iteration 68Q: 3 clusters Score -2.066322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -20663192.000000 Penalty: 5990.092773
	Iteration 69Q: 3 clusters Score -2.066319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168160 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -20663198.000000 Penalty: 5990.092773
	Iteration 70Q: 3 clusters Score -2.06632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168193 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -20663228.000000 Penalty: 5990.092773
	Iteration 71Q: 3 clusters Score -2.066323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168221 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -20663216.000000 Penalty: 5990.092773
	Iteration 72Q: 3 clusters Score -2.066322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -20663222.000000 Penalty: 5990.092773
	Iteration 73Q: 3 clusters Score -2.066322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -20663206.000000 Penalty: 5990.092773
	Iteration 74Q: 3 clusters Score -2.066321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -20663210.000000 Penalty: 5990.092773
	Iteration 75Q: 3 clusters Score -2.066321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -20663232.000000 Penalty: 5990.092773
	Iteration 76Q: 3 clusters Score -2.066323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -20663242.000000 Penalty: 5990.092773
	Iteration 77Q: 3 clusters Score -2.066324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -20663232.000000 Penalty: 5990.092773
	Iteration 78Q: 3 clusters Score -2.066323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168366 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -20663248.000000 Penalty: 5990.092773
	Iteration 79Q: 3 clusters Score -2.066325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -20663246.000000 Penalty: 5990.092773
	Iteration 80F: 3 clusters Score -2.066325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168383 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -20663254.000000 Penalty: 5990.092773
	Iteration 81Q: 3 clusters Score -2.066325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -20663260.000000 Penalty: 5990.092773
	Iteration 82Q: 3 clusters Score -2.066326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -20663282.000000 Penalty: 5990.092773
	Iteration 83Q: 3 clusters Score -2.066328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -20663262.000000 Penalty: 5990.092773
	Iteration 84Q: 3 clusters Score -2.066326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168415 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -20663258.000000 Penalty: 5990.092773
	Iteration 85Q: 3 clusters Score -2.066326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -20663256.000000 Penalty: 5990.092773
	Iteration 86Q: 3 clusters Score -2.066326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168447 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -20663266.000000 Penalty: 5990.092773
	Iteration 87Q: 3 clusters Score -2.066327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168462 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -20663254.000000 Penalty: 5990.092773
	Iteration 88Q: 3 clusters Score -2.066325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -20663276.000000 Penalty: 5990.092773
	Iteration 89Q: 3 clusters Score -2.066328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -20663282.000000 Penalty: 5990.092773
	Iteration 90Q: 3 clusters Score -2.066328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168499 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -20663264.000000 Penalty: 5990.092773
	Iteration 91Q: 3 clusters Score -2.066326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -20663254.000000 Penalty: 5990.092773
	Iteration 92Q: 3 clusters Score -2.066325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -20663270.000000 Penalty: 5990.092773
	Iteration 93Q: 3 clusters Score -2.066327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -20663268.000000 Penalty: 5990.092773
	Iteration 94Q: 3 clusters Score -2.066327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -20663280.000000 Penalty: 5990.092773
	Iteration 95Q: 3 clusters Score -2.066328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -20663268.000000 Penalty: 5990.092773
	Iteration 96Q: 3 clusters Score -2.066327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -20663274.000000 Penalty: 5990.092773
	Iteration 97Q: 3 clusters Score -2.066327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -20663274.000000 Penalty: 5990.092773
	Iteration 98Q: 3 clusters Score -2.066327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168534 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -20663274.000000 Penalty: 5990.092773
	Iteration 99Q: 3 clusters Score -2.066327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -20663262.000000 Penalty: 5990.092773
	Iteration 100F: 3 clusters Score -2.066326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -20663264.000000 Penalty: 5990.092773
	Iteration 101Q: 3 clusters Score -2.066326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -20663254.000000 Penalty: 5990.092773
	Iteration 102Q: 3 clusters Score -2.066325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -20663266.000000 Penalty: 5990.092773
	Iteration 103Q: 3 clusters Score -2.066327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -20663270.000000 Penalty: 5990.092773
	Iteration 104Q: 3 clusters Score -2.066327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -20663274.000000 Penalty: 5990.092773
	Iteration 105Q: 3 clusters Score -2.066327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -20663274.000000 Penalty: 5990.092773
	Iteration 106F: 3 clusters Score -2.066327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -26722.111328 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -26722.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25557.005859 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -25557.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25650.414062 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -25650.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25660.558594 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -25660.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25676.230469 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -25676.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25683.984375 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -25683.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25693.101562 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -25693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25693.101562 Penalty: 2787.718750
	Iteration 6F: 3 clusters Score -25693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -408570.500000 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -408570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -405024.937500 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -405024.9 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -405728.468750 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -405728.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -405890.343750 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -405890.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -406005.593750 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -406005.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -406080.687500 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -406080.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -406140.531250 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -406140.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -406196.156250 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -406196.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -406235.562500 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -406235.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -406259.250000 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -406259.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -406280.593750 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -406280.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -406299.687500 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -406299.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -406323.343750 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -406323.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -406346.031250 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -406346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -406375.718750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -406375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -406403.968750 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -406404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -406427.812500 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -406427.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -406446.687500 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -406446.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -406465.750000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -406465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -406484.437500 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -406484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -406501.656250 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -406501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -406517.375000 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -406517.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -406531.062500 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -406531.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -406545.687500 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -406545.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -406560.406250 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -406560.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -406584.968750 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -406585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -406606.343750 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -406606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -406626.218750 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -406626.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -406640.156250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -406640.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -406656.750000 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -406656.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -406675.843750 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -406675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -406684.781250 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -406684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -406695.125000 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -406695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -406703.500000 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -406703.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -406710.000000 Penalty: 4039.904541
	Iteration 33Q: 3 clusters Score -406710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -406715.656250 Penalty: 4039.904541
	Iteration 34Q: 3 clusters Score -406715.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -406722.656250 Penalty: 4039.904541
	Iteration 35Q: 3 clusters Score -406722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -406729.093750 Penalty: 4039.904541
	Iteration 36Q: 3 clusters Score -406729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -406732.343750 Penalty: 4039.904541
	Iteration 37Q: 3 clusters Score -406732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -406734.937500 Penalty: 4039.904541
	Iteration 38Q: 3 clusters Score -406734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -406736.968750 Penalty: 4039.904541
	Iteration 39Q: 3 clusters Score -406737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -406739.593750 Penalty: 4039.904541
	Iteration 40F: 3 clusters Score -406739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -406742.500000 Penalty: 4039.904541
	Iteration 41Q: 3 clusters Score -406742.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -406742.500000 Penalty: 4039.904541
	Iteration 42F: 3 clusters Score -406742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Entering Unmasked Estep 
Score: -21492980.000000 Penalty: 3002.136963
	Iteration 0F: 2 clusters Score -2.149298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -21381322.000000 Penalty: 6004.273926
	Iteration 0F: 3 clusters Score -2.138132e+07 nChanged 86449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -21431358.000000 Penalty: 6004.273926
	Iteration 1F: 3 clusters Score -2.143136e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -21432204.000000 Penalty: 6004.273926
	Iteration 2Q: 3 clusters Score -2.14322e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -21433104.000000 Penalty: 6004.273926
	Iteration 3Q: 3 clusters Score -2.14331e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -21434294.000000 Penalty: 6004.273926
	Iteration 4Q: 3 clusters Score -2.143429e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -21436346.000000 Penalty: 6004.273926
	Iteration 5Q: 3 clusters Score -2.143635e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -21439516.000000 Penalty: 6004.273926
	Iteration 6Q: 3 clusters Score -2.143952e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -21445320.000000 Penalty: 6004.273926
	Iteration 7F: 3 clusters Score -2.144532e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -21454660.000000 Penalty: 6004.273926
	Iteration 8F: 3 clusters Score -2.145466e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -21465884.000000 Penalty: 6004.273926
	Iteration 9F: 3 clusters Score -2.146588e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -21476120.000000 Penalty: 6004.273926
	Iteration 10F: 3 clusters Score -2.147612e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148532 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -21482680.000000 Penalty: 6004.273926
	Iteration 11Q: 3 clusters Score -2.148268e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -21485926.000000 Penalty: 6004.273926
	Iteration 12Q: 3 clusters Score -2.148593e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -21487790.000000 Penalty: 6004.273926
	Iteration 13Q: 3 clusters Score -2.148779e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -21489328.000000 Penalty: 6004.273926
	Iteration 14Q: 3 clusters Score -2.148933e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159630 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -21490160.000000 Penalty: 6004.273926
	Iteration 15Q: 3 clusters Score -2.149016e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -21490890.000000 Penalty: 6004.273926
	Iteration 16Q: 3 clusters Score -2.149089e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163156 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -21491282.000000 Penalty: 6004.273926
	Iteration 17Q: 3 clusters Score -2.149128e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -21491588.000000 Penalty: 6004.273926
	Iteration 18Q: 3 clusters Score -2.149159e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -21491838.000000 Penalty: 6004.273926
	Iteration 19Q: 3 clusters Score -2.149184e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -21491912.000000 Penalty: 6004.273926
	Iteration 20F: 3 clusters Score -2.149191e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -21491908.000000 Penalty: 6004.273926
	Iteration 21Q: 3 clusters Score -2.149191e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -21491896.000000 Penalty: 6004.273926
	Iteration 22Q: 3 clusters Score -2.14919e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -21491900.000000 Penalty: 6004.273926
	Iteration 23Q: 3 clusters Score -2.14919e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -21491916.000000 Penalty: 6004.273926
	Iteration 24Q: 3 clusters Score -2.149192e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -21491936.000000 Penalty: 6004.273926
	Iteration 25Q: 3 clusters Score -2.149194e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -21491990.000000 Penalty: 6004.273926
	Iteration 26Q: 3 clusters Score -2.149199e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -21491946.000000 Penalty: 6004.273926
	Iteration 27Q: 3 clusters Score -2.149195e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -21491860.000000 Penalty: 6004.273926
	Iteration 28Q: 3 clusters Score -2.149186e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173581 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -21491812.000000 Penalty: 6004.273926
	Iteration 29Q: 3 clusters Score -2.149181e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -21491790.000000 Penalty: 6004.273926
	Iteration 30Q: 3 clusters Score -2.149179e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174525 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -21491772.000000 Penalty: 6004.273926
	Iteration 31Q: 3 clusters Score -2.149177e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174955 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -21491756.000000 Penalty: 6004.273926
	Iteration 32Q: 3 clusters Score -2.149176e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175333 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -21491740.000000 Penalty: 6004.273926
	Iteration 33Q: 3 clusters Score -2.149174e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -21491680.000000 Penalty: 6004.273926
	Iteration 34Q: 3 clusters Score -2.149168e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176052 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -21491622.000000 Penalty: 6004.273926
	Iteration 35Q: 3 clusters Score -2.149162e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176389 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -21491586.000000 Penalty: 6004.273926
	Iteration 36Q: 3 clusters Score -2.149159e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -21491538.000000 Penalty: 6004.273926
	Iteration 37Q: 3 clusters Score -2.149154e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -21491486.000000 Penalty: 6004.273926
	Iteration 38Q: 3 clusters Score -2.149149e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177186 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -21491434.000000 Penalty: 6004.273926
	Iteration 39Q: 3 clusters Score -2.149143e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21491314.000000 Penalty: 6004.273926
	Iteration 40F: 3 clusters Score -2.149131e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21491326.000000 Penalty: 6004.273926
	Iteration 41Q: 3 clusters Score -2.149133e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177804 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -21491268.000000 Penalty: 6004.273926
	Iteration 42Q: 3 clusters Score -2.149127e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -21491224.000000 Penalty: 6004.273926
	Iteration 43Q: 3 clusters Score -2.149122e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21491166.000000 Penalty: 6004.273926
	Iteration 44Q: 3 clusters Score -2.149117e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21491150.000000 Penalty: 6004.273926
	Iteration 45Q: 3 clusters Score -2.149115e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21491166.000000 Penalty: 6004.273926
	Iteration 46Q: 3 clusters Score -2.149117e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -21491148.000000 Penalty: 6004.273926
	Iteration 47Q: 3 clusters Score -2.149115e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178666 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -21491108.000000 Penalty: 6004.273926
	Iteration 48Q: 3 clusters Score -2.149111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -21491168.000000 Penalty: 6004.273926
	Iteration 49Q: 3 clusters Score -2.149117e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21491142.000000 Penalty: 6004.273926
	Iteration 50Q: 3 clusters Score -2.149114e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178928 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21491124.000000 Penalty: 6004.273926
	Iteration 51Q: 3 clusters Score -2.149112e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21491092.000000 Penalty: 6004.273926
	Iteration 52Q: 3 clusters Score -2.149109e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21491070.000000 Penalty: 6004.273926
	Iteration 53Q: 3 clusters Score -2.149107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21491046.000000 Penalty: 6004.273926
	Iteration 54Q: 3 clusters Score -2.149105e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21491030.000000 Penalty: 6004.273926
	Iteration 55Q: 3 clusters Score -2.149103e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21491022.000000 Penalty: 6004.273926
	Iteration 56Q: 3 clusters Score -2.149102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -21491032.000000 Penalty: 6004.273926
	Iteration 57Q: 3 clusters Score -2.149103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21491050.000000 Penalty: 6004.273926
	Iteration 58Q: 3 clusters Score -2.149105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179299 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 6004.273926
	Iteration 59Q: 3 clusters Score -2.149106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179319 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21491044.000000 Penalty: 6004.273926
	Iteration 60F: 3 clusters Score -2.149104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179336 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21491036.000000 Penalty: 6004.273926
	Iteration 61Q: 3 clusters Score -2.149104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -21491024.000000 Penalty: 6004.273926
	Iteration 62Q: 3 clusters Score -2.149102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179379 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21491036.000000 Penalty: 6004.273926
	Iteration 63Q: 3 clusters Score -2.149104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179400 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21491034.000000 Penalty: 6004.273926
	Iteration 64Q: 3 clusters Score -2.149103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179424 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21491034.000000 Penalty: 6004.273926
	Iteration 65Q: 3 clusters Score -2.149103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21491004.000000 Penalty: 6004.273926
	Iteration 66Q: 3 clusters Score -2.1491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -21491004.000000 Penalty: 6004.273926
	Iteration 67Q: 3 clusters Score -2.1491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21491008.000000 Penalty: 6004.273926
	Iteration 68Q: 3 clusters Score -2.149101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21491020.000000 Penalty: 6004.273926
	Iteration 69Q: 3 clusters Score -2.149102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21491012.000000 Penalty: 6004.273926
	Iteration 70Q: 3 clusters Score -2.149101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21491024.000000 Penalty: 6004.273926
	Iteration 71Q: 3 clusters Score -2.149102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21491038.000000 Penalty: 6004.273926
	Iteration 72Q: 3 clusters Score -2.149104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179554 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21491034.000000 Penalty: 6004.273926
	Iteration 73Q: 3 clusters Score -2.149103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21491030.000000 Penalty: 6004.273926
	Iteration 74Q: 3 clusters Score -2.149103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -21491052.000000 Penalty: 6004.273926
	Iteration 75Q: 3 clusters Score -2.149105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21491054.000000 Penalty: 6004.273926
	Iteration 76Q: 3 clusters Score -2.149105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 6004.273926
	Iteration 77Q: 3 clusters Score -2.149106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 6004.273926
	Iteration 78Q: 3 clusters Score -2.149106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 6004.273926
	Iteration 79F: 3 clusters Score -2.149106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -242437.890625 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -242437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -239748.234375 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -239748.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -240209.406250 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -240209.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -240333.984375 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -240334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -240399.468750 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -240399.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -240433.078125 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -240433.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -240452.640625 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -240452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -240468.546875 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -240468.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -240483.921875 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -240483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -240494.703125 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -240494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -240502.546875 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -240502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -240506.921875 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -240506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -240511.218750 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -240511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -240515.078125 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -240515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -240518.593750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -240518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -240523.046875 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -240523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -240524.875000 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -240524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -240526.312500 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -240526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -240529.406250 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -240529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -240530.375000 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -240530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -240530.656250 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -240530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -240531.187500 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -240531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -240531.796875 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -240531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -240532.265625 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -240532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -240532.265625 Penalty: 3783.020508
	Iteration 23F: 3 clusters Score -240532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -321848.000000 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321848 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -322431.937500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322431.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -322576.562500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322576.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -322651.093750 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322651.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -322691.937500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322691.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -322731.812500 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322731.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -322761.375000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322761.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -322784.875000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -322806.031250 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -322823.781250 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -322834.562500 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -322834.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -322845.968750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -322846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -322856.156250 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -322856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322863.531250 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -322863.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -322868.031250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -322868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -322875.062500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -322875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322879.750000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -322879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322883.187500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -322883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -322885.187500 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -322885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -322887.750000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -322887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -322889.593750 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -322889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -322892.812500 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -322892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -322901.500000 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -322901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322907.968750 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -322908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -322912.968750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -322913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -322916.406250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -322916.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -322922.062500 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -322922.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -322928.218750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -322928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -322936.218750 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -322936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322941.250000 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -322941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -322950.312500 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -322950.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -322964.718750 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -322964.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -322978.937500 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -322978.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -322991.375000 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -322991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -323005.718750 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -323005.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -323030.781250 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -323030.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -323073.750000 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -323073.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -323159.281250 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -323159.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -323273.375000 Penalty: 3940.644043
	Iteration 38Q: 3 clusters Score -323273.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -323395.406250 Penalty: 3940.644043
	Iteration 39Q: 3 clusters Score -323395.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -323510.843750 Penalty: 3940.644043
	Iteration 40F: 3 clusters Score -323510.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -323619.000000 Penalty: 3940.644043
	Iteration 41Q: 3 clusters Score -323619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -323683.468750 Penalty: 3940.644043
	Iteration 42Q: 3 clusters Score -323683.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -323747.500000 Penalty: 3940.644043
	Iteration 43Q: 3 clusters Score -323747.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -323816.281250 Penalty: 3940.644043
	Iteration 44Q: 3 clusters Score -323816.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -323884.125000 Penalty: 3940.644043
	Iteration 45Q: 3 clusters Score -323884.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -323933.906250 Penalty: 3940.644043
	Iteration 46Q: 3 clusters Score -323933.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -323991.843750 Penalty: 3940.644043
	Iteration 47Q: 3 clusters Score -323991.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -324068.531250 Penalty: 3940.644043
	Iteration 48Q: 3 clusters Score -324068.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -324127.312500 Penalty: 3940.644043
	Iteration 49Q: 3 clusters Score -324127.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -324148.125000 Penalty: 3940.644043
	Iteration 50Q: 3 clusters Score -324148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -324159.031250 Penalty: 3940.644043
	Iteration 51Q: 3 clusters Score -324159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -324166.531250 Penalty: 3940.644043
	Iteration 52Q: 3 clusters Score -324166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -324168.656250 Penalty: 3940.644043
	Iteration 53Q: 3 clusters Score -324168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -324170.218750 Penalty: 3940.644043
	Iteration 54Q: 3 clusters Score -324170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -324170.218750 Penalty: 3940.644043
	Iteration 55F: 3 clusters Score -324170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Entering Unmasked Estep 
Score: -19746856.000000 Penalty: 2982.179443
	Iteration 0F: 2 clusters Score -1.974686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -19637714.000000 Penalty: 5964.358887
	Iteration 0F: 3 clusters Score -1.963771e+07 nChanged 79637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -19684008.000000 Penalty: 5964.358887
	Iteration 1F: 3 clusters Score -1.968401e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -19685136.000000 Penalty: 5964.358887
	Iteration 2Q: 3 clusters Score -1.968514e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -19686200.000000 Penalty: 5964.358887
	Iteration 3Q: 3 clusters Score -1.96862e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -19687700.000000 Penalty: 5964.358887
	Iteration 4Q: 3 clusters Score -1.96877e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -19690270.000000 Penalty: 5964.358887
	Iteration 5Q: 3 clusters Score -1.969027e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -19694132.000000 Penalty: 5964.358887
	Iteration 6Q: 3 clusters Score -1.969413e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -19700296.000000 Penalty: 5964.358887
	Iteration 7F: 3 clusters Score -1.97003e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 117861 members 
Entering Unmasked Estep 
Score: -19708276.000000 Penalty: 5964.358887
	Iteration 8F: 3 clusters Score -1.970828e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 127184 members 
Entering Unmasked Estep 
Score: -19716964.000000 Penalty: 5964.358887
	Iteration 9F: 3 clusters Score -1.971696e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -19724314.000000 Penalty: 5964.358887
	Iteration 10F: 3 clusters Score -1.972431e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -19729526.000000 Penalty: 5964.358887
	Iteration 11Q: 3 clusters Score -1.972953e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 145606 members 
Entering Unmasked Estep 
Score: -19733284.000000 Penalty: 5964.358887
	Iteration 12Q: 3 clusters Score -1.973328e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -19735790.000000 Penalty: 5964.358887
	Iteration 13Q: 3 clusters Score -1.973579e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -19737518.000000 Penalty: 5964.358887
	Iteration 14Q: 3 clusters Score -1.973752e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -19739072.000000 Penalty: 5964.358887
	Iteration 15Q: 3 clusters Score -1.973907e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -19740248.000000 Penalty: 5964.358887
	Iteration 16Q: 3 clusters Score -1.974025e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -19741232.000000 Penalty: 5964.358887
	Iteration 17Q: 3 clusters Score -1.974123e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -19742060.000000 Penalty: 5964.358887
	Iteration 18Q: 3 clusters Score -1.974206e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -19742696.000000 Penalty: 5964.358887
	Iteration 19Q: 3 clusters Score -1.97427e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -19743066.000000 Penalty: 5964.358887
	Iteration 20F: 3 clusters Score -1.974307e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -19743364.000000 Penalty: 5964.358887
	Iteration 21Q: 3 clusters Score -1.974336e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -19743608.000000 Penalty: 5964.358887
	Iteration 22Q: 3 clusters Score -1.974361e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -19743814.000000 Penalty: 5964.358887
	Iteration 23Q: 3 clusters Score -1.974381e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -19743946.000000 Penalty: 5964.358887
	Iteration 24Q: 3 clusters Score -1.974395e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -19744022.000000 Penalty: 5964.358887
	Iteration 25Q: 3 clusters Score -1.974402e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -19744088.000000 Penalty: 5964.358887
	Iteration 26Q: 3 clusters Score -1.974409e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
Score: -19744162.000000 Penalty: 5964.358887
	Iteration 27Q: 3 clusters Score -1.974416e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 165559 members 
Entering Unmasked Estep 
Score: -19744238.000000 Penalty: 5964.358887
	Iteration 28Q: 3 clusters Score -1.974424e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 165642 members 
Entering Unmasked Estep 
Score: -19744254.000000 Penalty: 5964.358887
	Iteration 29Q: 3 clusters Score -1.974425e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -19744280.000000 Penalty: 5964.358887
	Iteration 30Q: 3 clusters Score -1.974428e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -19744292.000000 Penalty: 5964.358887
	Iteration 31Q: 3 clusters Score -1.974429e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -19744330.000000 Penalty: 5964.358887
	Iteration 32Q: 3 clusters Score -1.974433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -19744336.000000 Penalty: 5964.358887
	Iteration 33Q: 3 clusters Score -1.974434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -19744364.000000 Penalty: 5964.358887
	Iteration 34Q: 3 clusters Score -1.974436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -19744370.000000 Penalty: 5964.358887
	Iteration 35Q: 3 clusters Score -1.974437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -19744376.000000 Penalty: 5964.358887
	Iteration 36Q: 3 clusters Score -1.974438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -19744388.000000 Penalty: 5964.358887
	Iteration 37Q: 3 clusters Score -1.974439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 165969 members 
Entering Unmasked Estep 
Score: -19744400.000000 Penalty: 5964.358887
	Iteration 38Q: 3 clusters Score -1.97444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -19744398.000000 Penalty: 5964.358887
	Iteration 39Q: 3 clusters Score -1.97444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -19744392.000000 Penalty: 5964.358887
	Iteration 40F: 3 clusters Score -1.974439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -19744400.000000 Penalty: 5964.358887
	Iteration 41Q: 3 clusters Score -1.97444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -19744392.000000 Penalty: 5964.358887
	Iteration 42Q: 3 clusters Score -1.974439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -19744396.000000 Penalty: 5964.358887
	Iteration 43Q: 3 clusters Score -1.97444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 166006 members 
Entering Unmasked Estep 
Score: -19744402.000000 Penalty: 5964.358887
	Iteration 44Q: 3 clusters Score -1.97444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -19744404.000000 Penalty: 5964.358887
	Iteration 45Q: 3 clusters Score -1.97444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -19744404.000000 Penalty: 5964.358887
	Iteration 46F: 3 clusters Score -1.97444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -732268.375000 Penalty: 2165.891357
	Iteration 0F: 2 clusters Score -732268.4 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 3067 members 
Entering Unmasked Estep 
Score: -726953.500000 Penalty: 4331.782715
	Iteration 0F: 3 clusters Score -726953.5 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -728249.937500 Penalty: 4331.782715
	Iteration 1F: 3 clusters Score -728249.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -728475.625000 Penalty: 4331.782715
	Iteration 2F: 3 clusters Score -728475.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -728638.062500 Penalty: 4331.782715
	Iteration 3F: 3 clusters Score -728638.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -728755.625000 Penalty: 4331.782715
	Iteration 4Q: 3 clusters Score -728755.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -728838.187500 Penalty: 4331.782715
	Iteration 5Q: 3 clusters Score -728838.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -728914.500000 Penalty: 4331.782715
	Iteration 6Q: 3 clusters Score -728914.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -728991.000000 Penalty: 4331.782715
	Iteration 7Q: 3 clusters Score -728991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -729053.250000 Penalty: 4331.782715
	Iteration 8Q: 3 clusters Score -729053.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -729126.687500 Penalty: 4331.782715
	Iteration 9Q: 3 clusters Score -729126.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -729206.437500 Penalty: 4331.782715
	Iteration 10Q: 3 clusters Score -729206.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -729293.500000 Penalty: 4331.782715
	Iteration 11Q: 3 clusters Score -729293.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -729399.500000 Penalty: 4331.782715
	Iteration 12Q: 3 clusters Score -729399.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -729505.125000 Penalty: 4331.782715
	Iteration 13Q: 3 clusters Score -729505.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -729600.375000 Penalty: 4331.782715
	Iteration 14Q: 3 clusters Score -729600.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -729699.250000 Penalty: 4331.782715
	Iteration 15Q: 3 clusters Score -729699.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -729781.750000 Penalty: 4331.782715
	Iteration 16Q: 3 clusters Score -729781.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -729850.375000 Penalty: 4331.782715
	Iteration 17Q: 3 clusters Score -729850.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -729908.125000 Penalty: 4331.782715
	Iteration 18Q: 3 clusters Score -729908.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -729952.625000 Penalty: 4331.782715
	Iteration 19Q: 3 clusters Score -729952.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -729999.687500 Penalty: 4331.782715
	Iteration 20F: 3 clusters Score -729999.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -730041.375000 Penalty: 4331.782715
	Iteration 21Q: 3 clusters Score -730041.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -730095.187500 Penalty: 4331.782715
	Iteration 22Q: 3 clusters Score -730095.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -730128.875000 Penalty: 4331.782715
	Iteration 23Q: 3 clusters Score -730128.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -730156.125000 Penalty: 4331.782715
	Iteration 24Q: 3 clusters Score -730156.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -730180.812500 Penalty: 4331.782715
	Iteration 25Q: 3 clusters Score -730180.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -730204.437500 Penalty: 4331.782715
	Iteration 26Q: 3 clusters Score -730204.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -730230.187500 Penalty: 4331.782715
	Iteration 27Q: 3 clusters Score -730230.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -730253.375000 Penalty: 4331.782715
	Iteration 28Q: 3 clusters Score -730253.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -730270.250000 Penalty: 4331.782715
	Iteration 29Q: 3 clusters Score -730270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -730283.687500 Penalty: 4331.782715
	Iteration 30Q: 3 clusters Score -730283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -730297.562500 Penalty: 4331.782715
	Iteration 31Q: 3 clusters Score -730297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -730304.937500 Penalty: 4331.782715
	Iteration 32Q: 3 clusters Score -730304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -730313.312500 Penalty: 4331.782715
	Iteration 33Q: 3 clusters Score -730313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -730319.375000 Penalty: 4331.782715
	Iteration 34Q: 3 clusters Score -730319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -730328.375000 Penalty: 4331.782715
	Iteration 35Q: 3 clusters Score -730328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -730336.437500 Penalty: 4331.782715
	Iteration 36Q: 3 clusters Score -730336.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -730342.000000 Penalty: 4331.782715
	Iteration 37Q: 3 clusters Score -730342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -730348.000000 Penalty: 4331.782715
	Iteration 38Q: 3 clusters Score -730348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -730355.250000 Penalty: 4331.782715
	Iteration 39Q: 3 clusters Score -730355.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -730367.125000 Penalty: 4331.782715
	Iteration 40F: 3 clusters Score -730367.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -730378.812500 Penalty: 4331.782715
	Iteration 41Q: 3 clusters Score -730378.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -730384.875000 Penalty: 4331.782715
	Iteration 42Q: 3 clusters Score -730384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -730389.500000 Penalty: 4331.782715
	Iteration 43Q: 3 clusters Score -730389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -730396.062500 Penalty: 4331.782715
	Iteration 44Q: 3 clusters Score -730396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -730400.875000 Penalty: 4331.782715
	Iteration 45Q: 3 clusters Score -730400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -730407.562500 Penalty: 4331.782715
	Iteration 46Q: 3 clusters Score -730407.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -730414.250000 Penalty: 4331.782715
	Iteration 47Q: 3 clusters Score -730414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -730418.312500 Penalty: 4331.782715
	Iteration 48Q: 3 clusters Score -730418.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -730425.000000 Penalty: 4331.782715
	Iteration 49Q: 3 clusters Score -730425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -730425.187500 Penalty: 4331.782715
	Iteration 50Q: 3 clusters Score -730425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -730429.437500 Penalty: 4331.782715
	Iteration 51Q: 3 clusters Score -730429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -730431.375000 Penalty: 4331.782715
	Iteration 52Q: 3 clusters Score -730431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -730433.937500 Penalty: 4331.782715
	Iteration 53Q: 3 clusters Score -730433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -730435.312500 Penalty: 4331.782715
	Iteration 54Q: 3 clusters Score -730435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -730438.312500 Penalty: 4331.782715
	Iteration 55Q: 3 clusters Score -730438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -730442.750000 Penalty: 4331.782715
	Iteration 56Q: 3 clusters Score -730442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -730448.062500 Penalty: 4331.782715
	Iteration 57Q: 3 clusters Score -730448.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -730452.187500 Penalty: 4331.782715
	Iteration 58Q: 3 clusters Score -730452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -730462.562500 Penalty: 4331.782715
	Iteration 59Q: 3 clusters Score -730462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -730473.375000 Penalty: 4331.782715
	Iteration 60F: 3 clusters Score -730473.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -730487.250000 Penalty: 4331.782715
	Iteration 61Q: 3 clusters Score -730487.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -730502.312500 Penalty: 4331.782715
	Iteration 62Q: 3 clusters Score -730502.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -730518.875000 Penalty: 4331.782715
	Iteration 63Q: 3 clusters Score -730518.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -730532.750000 Penalty: 4331.782715
	Iteration 64Q: 3 clusters Score -730532.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -730551.937500 Penalty: 4331.782715
	Iteration 65Q: 3 clusters Score -730551.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -730575.312500 Penalty: 4331.782715
	Iteration 66Q: 3 clusters Score -730575.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -730585.187500 Penalty: 4331.782715
	Iteration 67Q: 3 clusters Score -730585.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -730598.375000 Penalty: 4331.782715
	Iteration 68Q: 3 clusters Score -730598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -730607.125000 Penalty: 4331.782715
	Iteration 69Q: 3 clusters Score -730607.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -730616.687500 Penalty: 4331.782715
	Iteration 70Q: 3 clusters Score -730616.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -730628.375000 Penalty: 4331.782715
	Iteration 71Q: 3 clusters Score -730628.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -730638.937500 Penalty: 4331.782715
	Iteration 72Q: 3 clusters Score -730638.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -730648.625000 Penalty: 4331.782715
	Iteration 73Q: 3 clusters Score -730648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -730655.500000 Penalty: 4331.782715
	Iteration 74Q: 3 clusters Score -730655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -730657.125000 Penalty: 4331.782715
	Iteration 75Q: 3 clusters Score -730657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -730657.625000 Penalty: 4331.782715
	Iteration 76Q: 3 clusters Score -730657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -730658.187500 Penalty: 4331.782715
	Iteration 77Q: 3 clusters Score -730658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -730658.875000 Penalty: 4331.782715
	Iteration 78Q: 3 clusters Score -730658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -730658.562500 Penalty: 4331.782715
	Iteration 79Q: 3 clusters Score -730658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -730659.000000 Penalty: 4331.782715
	Iteration 80F: 3 clusters Score -730659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -730659.437500 Penalty: 4331.782715
	Iteration 81Q: 3 clusters Score -730659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -730659.437500 Penalty: 4331.782715
	Iteration 82F: 3 clusters Score -730659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Entering Unmasked Estep 
Score: -6394992.500000 Penalty: 2700.700195
	Iteration 0F: 2 clusters Score -6394992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -6358699.500000 Penalty: 5401.400391
	Iteration 0F: 3 clusters Score -6358700 nChanged 24973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -6373022.000000 Penalty: 5401.400391
	Iteration 1F: 3 clusters Score -6373022 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -6374020.500000 Penalty: 5401.400391
	Iteration 2Q: 3 clusters Score -6374020 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -6375461.500000 Penalty: 5401.400391
	Iteration 3F: 3 clusters Score -6375462 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -6377380.500000 Penalty: 5401.400391
	Iteration 4F: 3 clusters Score -6377380 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -6380202.000000 Penalty: 5401.400391
	Iteration 5F: 3 clusters Score -6380202 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -6383868.000000 Penalty: 5401.400391
	Iteration 6F: 3 clusters Score -6383868 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -6387260.500000 Penalty: 5401.400391
	Iteration 7F: 3 clusters Score -6387260 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -6389026.000000 Penalty: 5401.400391
	Iteration 8Q: 3 clusters Score -6389026 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -6389781.500000 Penalty: 5401.400391
	Iteration 9Q: 3 clusters Score -6389782 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -6390173.000000 Penalty: 5401.400391
	Iteration 10Q: 3 clusters Score -6390173 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6390476.000000 Penalty: 5401.400391
	Iteration 11Q: 3 clusters Score -6390476 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -6390699.000000 Penalty: 5401.400391
	Iteration 12Q: 3 clusters Score -6390699 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6390901.500000 Penalty: 5401.400391
	Iteration 13Q: 3 clusters Score -6390902 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6391084.000000 Penalty: 5401.400391
	Iteration 14Q: 3 clusters Score -6391084 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6391233.000000 Penalty: 5401.400391
	Iteration 15Q: 3 clusters Score -6391233 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6391402.000000 Penalty: 5401.400391
	Iteration 16Q: 3 clusters Score -6391402 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6391530.500000 Penalty: 5401.400391
	Iteration 17Q: 3 clusters Score -6391530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -6391649.000000 Penalty: 5401.400391
	Iteration 18Q: 3 clusters Score -6391649 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6391766.000000 Penalty: 5401.400391
	Iteration 19Q: 3 clusters Score -6391766 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -6391872.000000 Penalty: 5401.400391
	Iteration 20F: 3 clusters Score -6391872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6391973.000000 Penalty: 5401.400391
	Iteration 21Q: 3 clusters Score -6391973 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -6392071.000000 Penalty: 5401.400391
	Iteration 22Q: 3 clusters Score -6392071 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -6392183.000000 Penalty: 5401.400391
	Iteration 23Q: 3 clusters Score -6392183 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6392273.500000 Penalty: 5401.400391
	Iteration 24Q: 3 clusters Score -6392274 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -6392352.500000 Penalty: 5401.400391
	Iteration 25Q: 3 clusters Score -6392352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6392445.000000 Penalty: 5401.400391
	Iteration 26Q: 3 clusters Score -6392445 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6392480.000000 Penalty: 5401.400391
	Iteration 27Q: 3 clusters Score -6392480 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6392534.500000 Penalty: 5401.400391
	Iteration 28Q: 3 clusters Score -6392534 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6392600.500000 Penalty: 5401.400391
	Iteration 29Q: 3 clusters Score -6392600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6392650.000000 Penalty: 5401.400391
	Iteration 30Q: 3 clusters Score -6392650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6392670.500000 Penalty: 5401.400391
	Iteration 31Q: 3 clusters Score -6392670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6392718.500000 Penalty: 5401.400391
	Iteration 32Q: 3 clusters Score -6392718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6392783.000000 Penalty: 5401.400391
	Iteration 33Q: 3 clusters Score -6392783 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6392816.500000 Penalty: 5401.400391
	Iteration 34Q: 3 clusters Score -6392816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -6392836.500000 Penalty: 5401.400391
	Iteration 35Q: 3 clusters Score -6392836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6392842.500000 Penalty: 5401.400391
	Iteration 36Q: 3 clusters Score -6392842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6392850.000000 Penalty: 5401.400391
	Iteration 37Q: 3 clusters Score -6392850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -6392866.000000 Penalty: 5401.400391
	Iteration 38Q: 3 clusters Score -6392866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -6392867.000000 Penalty: 5401.400391
	Iteration 39Q: 3 clusters Score -6392867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -6392880.500000 Penalty: 5401.400391
	Iteration 40F: 3 clusters Score -6392880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -6392883.500000 Penalty: 5401.400391
	Iteration 41Q: 3 clusters Score -6392884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -6392889.000000 Penalty: 5401.400391
	Iteration 42Q: 3 clusters Score -6392889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -6392889.000000 Penalty: 5401.400391
	Iteration 43Q: 3 clusters Score -6392889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6392901.500000 Penalty: 5401.400391
	Iteration 44Q: 3 clusters Score -6392902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6392922.000000 Penalty: 5401.400391
	Iteration 45Q: 3 clusters Score -6392922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -6392923.500000 Penalty: 5401.400391
	Iteration 46Q: 3 clusters Score -6392924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6392934.500000 Penalty: 5401.400391
	Iteration 47Q: 3 clusters Score -6392934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6392950.000000 Penalty: 5401.400391
	Iteration 48Q: 3 clusters Score -6392950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6392948.000000 Penalty: 5401.400391
	Iteration 49Q: 3 clusters Score -6392948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -6392938.500000 Penalty: 5401.400391
	Iteration 50Q: 3 clusters Score -6392938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -6392934.500000 Penalty: 5401.400391
	Iteration 51Q: 3 clusters Score -6392934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -6392939.500000 Penalty: 5401.400391
	Iteration 52Q: 3 clusters Score -6392940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6392931.500000 Penalty: 5401.400391
	Iteration 53Q: 3 clusters Score -6392932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -6392933.500000 Penalty: 5401.400391
	Iteration 54Q: 3 clusters Score -6392934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -6392935.500000 Penalty: 5401.400391
	Iteration 55Q: 3 clusters Score -6392936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6392937.000000 Penalty: 5401.400391
	Iteration 56Q: 3 clusters Score -6392937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6392926.000000 Penalty: 5401.400391
	Iteration 57Q: 3 clusters Score -6392926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6392922.500000 Penalty: 5401.400391
	Iteration 58Q: 3 clusters Score -6392922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -6392926.000000 Penalty: 5401.400391
	Iteration 59Q: 3 clusters Score -6392926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -6392923.000000 Penalty: 5401.400391
	Iteration 60F: 3 clusters Score -6392923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6392935.500000 Penalty: 5401.400391
	Iteration 61Q: 3 clusters Score -6392936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -6392936.000000 Penalty: 5401.400391
	Iteration 62Q: 3 clusters Score -6392936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -6392933.500000 Penalty: 5401.400391
	Iteration 63Q: 3 clusters Score -6392934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -6392944.000000 Penalty: 5401.400391
	Iteration 64Q: 3 clusters Score -6392944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -6392940.000000 Penalty: 5401.400391
	Iteration 65Q: 3 clusters Score -6392940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -6392948.500000 Penalty: 5401.400391
	Iteration 66Q: 3 clusters Score -6392948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -6392949.000000 Penalty: 5401.400391
	Iteration 67Q: 3 clusters Score -6392949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -6392950.000000 Penalty: 5401.400391
	Iteration 68Q: 3 clusters Score -6392950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -6392950.000000 Penalty: 5401.400391
	Iteration 69Q: 3 clusters Score -6392950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6392946.000000 Penalty: 5401.400391
	Iteration 70Q: 3 clusters Score -6392946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -6392951.000000 Penalty: 5401.400391
	Iteration 71Q: 3 clusters Score -6392951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6392953.500000 Penalty: 5401.400391
	Iteration 72Q: 3 clusters Score -6392954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6392958.000000 Penalty: 5401.400391
	Iteration 73Q: 3 clusters Score -6392958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6392952.500000 Penalty: 5401.400391
	Iteration 74Q: 3 clusters Score -6392952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -6392956.500000 Penalty: 5401.400391
	Iteration 75Q: 3 clusters Score -6392956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6392959.000000 Penalty: 5401.400391
	Iteration 76Q: 3 clusters Score -6392959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -6392964.500000 Penalty: 5401.400391
	Iteration 77Q: 3 clusters Score -6392964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -6392961.000000 Penalty: 5401.400391
	Iteration 78Q: 3 clusters Score -6392961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -6392962.000000 Penalty: 5401.400391
	Iteration 79Q: 3 clusters Score -6392962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -6392964.000000 Penalty: 5401.400391
	Iteration 80F: 3 clusters Score -6392964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -6392967.000000 Penalty: 5401.400391
	Iteration 81Q: 3 clusters Score -6392967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6392965.000000 Penalty: 5401.400391
	Iteration 82Q: 3 clusters Score -6392965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -6392965.000000 Penalty: 5401.400391
	Iteration 83Q: 3 clusters Score -6392965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -6392969.500000 Penalty: 5401.400391
	Iteration 84Q: 3 clusters Score -6392970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -6392972.000000 Penalty: 5401.400391
	Iteration 85Q: 3 clusters Score -6392972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6392976.000000 Penalty: 5401.400391
	Iteration 86Q: 3 clusters Score -6392976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6392977.500000 Penalty: 5401.400391
	Iteration 87Q: 3 clusters Score -6392978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6392979.500000 Penalty: 5401.400391
	Iteration 88Q: 3 clusters Score -6392980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6392990.000000 Penalty: 5401.400391
	Iteration 89Q: 3 clusters Score -6392990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -6392990.000000 Penalty: 5401.400391
	Iteration 90Q: 3 clusters Score -6392990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6392991.000000 Penalty: 5401.400391
	Iteration 91Q: 3 clusters Score -6392991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6392998.500000 Penalty: 5401.400391
	Iteration 92Q: 3 clusters Score -6392998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6392997.000000 Penalty: 5401.400391
	Iteration 93Q: 3 clusters Score -6392997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -6392998.000000 Penalty: 5401.400391
	Iteration 94Q: 3 clusters Score -6392998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6392997.500000 Penalty: 5401.400391
	Iteration 95Q: 3 clusters Score -6392998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -6392998.000000 Penalty: 5401.400391
	Iteration 96Q: 3 clusters Score -6392998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -6393003.500000 Penalty: 5401.400391
	Iteration 97Q: 3 clusters Score -6393004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6393006.500000 Penalty: 5401.400391
	Iteration 98Q: 3 clusters Score -6393006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -6393010.000000 Penalty: 5401.400391
	Iteration 99Q: 3 clusters Score -6393010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -6393007.000000 Penalty: 5401.400391
	Iteration 100F: 3 clusters Score -6393007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -6393007.000000 Penalty: 5401.400391
	Iteration 101Q: 3 clusters Score -6393007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -6393010.000000 Penalty: 5401.400391
	Iteration 102Q: 3 clusters Score -6393010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -6393009.000000 Penalty: 5401.400391
	Iteration 103Q: 3 clusters Score -6393009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -6393006.000000 Penalty: 5401.400391
	Iteration 104Q: 3 clusters Score -6393006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6393000.000000 Penalty: 5401.400391
	Iteration 105Q: 3 clusters Score -6393000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -6393002.000000 Penalty: 5401.400391
	Iteration 106Q: 3 clusters Score -6393002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -6393001.500000 Penalty: 5401.400391
	Iteration 107Q: 3 clusters Score -6393002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -6393004.500000 Penalty: 5401.400391
	Iteration 108Q: 3 clusters Score -6393004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -6393010.500000 Penalty: 5401.400391
	Iteration 109Q: 3 clusters Score -6393010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6393010.000000 Penalty: 5401.400391
	Iteration 110Q: 3 clusters Score -6393010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6393009.000000 Penalty: 5401.400391
	Iteration 111Q: 3 clusters Score -6393009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6393008.500000 Penalty: 5401.400391
	Iteration 112Q: 3 clusters Score -6393008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -6393011.000000 Penalty: 5401.400391
	Iteration 113Q: 3 clusters Score -6393011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6393007.000000 Penalty: 5401.400391
	Iteration 114Q: 3 clusters Score -6393007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6393014.500000 Penalty: 5401.400391
	Iteration 115Q: 3 clusters Score -6393014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6393014.500000 Penalty: 5401.400391
	Iteration 116F: 3 clusters Score -6393014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -122936.203125 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -122936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120911.476562 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -120911.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121235.531250 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -121235.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121318.492188 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -121318.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121377.203125 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -121377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121398.781250 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -121398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121411.820312 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -121411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121419.968750 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -121420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121423.187500 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -121423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121427.554688 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -121427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121430.109375 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -121430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121432.171875 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -121432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -121438.062500 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -121438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -121444.039062 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -121444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121446.906250 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -121446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121449.179688 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -121449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121449.812500 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -121449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121451.484375 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -121451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121451.484375 Penalty: 3485.107666
	Iteration 17F: 3 clusters Score -121451.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157171 members 
Entering Unmasked Estep 
Score: -18520044.000000 Penalty: 2967.342285
	Iteration 0F: 2 clusters Score -1.852004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -18415402.000000 Penalty: 5934.684570
	Iteration 0F: 3 clusters Score -1.84154e+07 nChanged 75215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -18458494.000000 Penalty: 5934.684570
	Iteration 1F: 3 clusters Score -1.845849e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -18459374.000000 Penalty: 5934.684570
	Iteration 2Q: 3 clusters Score -1.845937e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -18460564.000000 Penalty: 5934.684570
	Iteration 3Q: 3 clusters Score -1.846056e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -18461812.000000 Penalty: 5934.684570
	Iteration 4Q: 3 clusters Score -1.846181e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -18463684.000000 Penalty: 5934.684570
	Iteration 5Q: 3 clusters Score -1.846368e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -18466594.000000 Penalty: 5934.684570
	Iteration 6Q: 3 clusters Score -1.846659e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -18471614.000000 Penalty: 5934.684570
	Iteration 7F: 3 clusters Score -1.847161e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -18478832.000000 Penalty: 5934.684570
	Iteration 8F: 3 clusters Score -1.847883e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 121460 members 
Entering Unmasked Estep 
Score: -18488528.000000 Penalty: 5934.684570
	Iteration 9F: 3 clusters Score -1.848853e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 132418 members 
Entering Unmasked Estep 
Score: -18498688.000000 Penalty: 5934.684570
	Iteration 10F: 3 clusters Score -1.849869e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
Score: -18506484.000000 Penalty: 5934.684570
	Iteration 11F: 3 clusters Score -1.850648e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -18511638.000000 Penalty: 5934.684570
	Iteration 12Q: 3 clusters Score -1.851164e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 150035 members 
Entering Unmasked Estep 
Score: -18514474.000000 Penalty: 5934.684570
	Iteration 13Q: 3 clusters Score -1.851447e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 151986 members 
Entering Unmasked Estep 
Score: -18515992.000000 Penalty: 5934.684570
	Iteration 14Q: 3 clusters Score -1.851599e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 153119 members 
Entering Unmasked Estep 
Score: -18516904.000000 Penalty: 5934.684570
	Iteration 15Q: 3 clusters Score -1.85169e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 153781 members 
Entering Unmasked Estep 
Score: -18517364.000000 Penalty: 5934.684570
	Iteration 16Q: 3 clusters Score -1.851736e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 154241 members 
Entering Unmasked Estep 
Score: -18517680.000000 Penalty: 5934.684570
	Iteration 17Q: 3 clusters Score -1.851768e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 154597 members 
Entering Unmasked Estep 
Score: -18517820.000000 Penalty: 5934.684570
	Iteration 18Q: 3 clusters Score -1.851782e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -18517948.000000 Penalty: 5934.684570
	Iteration 19Q: 3 clusters Score -1.851795e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -18518020.000000 Penalty: 5934.684570
	Iteration 20F: 3 clusters Score -1.851802e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -18518108.000000 Penalty: 5934.684570
	Iteration 21Q: 3 clusters Score -1.851811e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -18518140.000000 Penalty: 5934.684570
	Iteration 22Q: 3 clusters Score -1.851814e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -18518166.000000 Penalty: 5934.684570
	Iteration 23Q: 3 clusters Score -1.851817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -18518192.000000 Penalty: 5934.684570
	Iteration 24Q: 3 clusters Score -1.851819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -18518210.000000 Penalty: 5934.684570
	Iteration 25Q: 3 clusters Score -1.851821e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -18518234.000000 Penalty: 5934.684570
	Iteration 26Q: 3 clusters Score -1.851823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -18518274.000000 Penalty: 5934.684570
	Iteration 27Q: 3 clusters Score -1.851827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -18518294.000000 Penalty: 5934.684570
	Iteration 28Q: 3 clusters Score -1.851829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -18518318.000000 Penalty: 5934.684570
	Iteration 29Q: 3 clusters Score -1.851832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 155551 members 
Entering Unmasked Estep 
Score: -18518350.000000 Penalty: 5934.684570
	Iteration 30Q: 3 clusters Score -1.851835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 31Q: 3 clusters Score -1.851837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -18518376.000000 Penalty: 5934.684570
	Iteration 32Q: 3 clusters Score -1.851838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 33Q: 3 clusters Score -1.851837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 34Q: 3 clusters Score -1.851837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -18518368.000000 Penalty: 5934.684570
	Iteration 35Q: 3 clusters Score -1.851837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 36Q: 3 clusters Score -1.851837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -18518368.000000 Penalty: 5934.684570
	Iteration 37Q: 3 clusters Score -1.851837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -18518360.000000 Penalty: 5934.684570
	Iteration 38Q: 3 clusters Score -1.851836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -18518350.000000 Penalty: 5934.684570
	Iteration 39Q: 3 clusters Score -1.851835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -18518358.000000 Penalty: 5934.684570
	Iteration 40F: 3 clusters Score -1.851836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -18518364.000000 Penalty: 5934.684570
	Iteration 41Q: 3 clusters Score -1.851836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 155649 members 
Entering Unmasked Estep 
Score: -18518374.000000 Penalty: 5934.684570
	Iteration 42Q: 3 clusters Score -1.851837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 155649 members 
Entering Unmasked Estep 
Score: -18518364.000000 Penalty: 5934.684570
	Iteration 43Q: 3 clusters Score -1.851836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 44Q: 3 clusters Score -1.851837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -18518376.000000 Penalty: 5934.684570
	Iteration 45Q: 3 clusters Score -1.851838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -18518360.000000 Penalty: 5934.684570
	Iteration 46Q: 3 clusters Score -1.851836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 47Q: 3 clusters Score -1.851837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -18518366.000000 Penalty: 5934.684570
	Iteration 48F: 3 clusters Score -1.851837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Entering Unmasked Estep 
Score: -6826442.000000 Penalty: 2719.089111
	Iteration 0F: 2 clusters Score -6826442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -6787505.500000 Penalty: 5438.178223
	Iteration 0F: 3 clusters Score -6787506 nChanged 26913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6803012.500000 Penalty: 5438.178223
	Iteration 1F: 3 clusters Score -6803012 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6804523.000000 Penalty: 5438.178223
	Iteration 2F: 3 clusters Score -6804523 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -6806999.000000 Penalty: 5438.178223
	Iteration 3F: 3 clusters Score -6806999 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6810756.500000 Penalty: 5438.178223
	Iteration 4F: 3 clusters Score -6810756 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -6815132.500000 Penalty: 5438.178223
	Iteration 5F: 3 clusters Score -6815132 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -6819106.000000 Penalty: 5438.178223
	Iteration 6F: 3 clusters Score -6819106 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -6821996.500000 Penalty: 5438.178223
	Iteration 7F: 3 clusters Score -6821996 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6823761.000000 Penalty: 5438.178223
	Iteration 8Q: 3 clusters Score -6823761 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6824673.000000 Penalty: 5438.178223
	Iteration 9Q: 3 clusters Score -6824673 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6825187.500000 Penalty: 5438.178223
	Iteration 10Q: 3 clusters Score -6825188 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6825454.000000 Penalty: 5438.178223
	Iteration 11Q: 3 clusters Score -6825454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6825607.000000 Penalty: 5438.178223
	Iteration 12Q: 3 clusters Score -6825607 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6825700.500000 Penalty: 5438.178223
	Iteration 13Q: 3 clusters Score -6825700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6825737.500000 Penalty: 5438.178223
	Iteration 14Q: 3 clusters Score -6825738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6825783.000000 Penalty: 5438.178223
	Iteration 15Q: 3 clusters Score -6825783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6825807.000000 Penalty: 5438.178223
	Iteration 16Q: 3 clusters Score -6825807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6825828.000000 Penalty: 5438.178223
	Iteration 17Q: 3 clusters Score -6825828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6825836.000000 Penalty: 5438.178223
	Iteration 18Q: 3 clusters Score -6825836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6825828.500000 Penalty: 5438.178223
	Iteration 19Q: 3 clusters Score -6825828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6825839.000000 Penalty: 5438.178223
	Iteration 20F: 3 clusters Score -6825839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6825848.500000 Penalty: 5438.178223
	Iteration 21Q: 3 clusters Score -6825848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6825852.000000 Penalty: 5438.178223
	Iteration 22Q: 3 clusters Score -6825852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6825853.500000 Penalty: 5438.178223
	Iteration 23Q: 3 clusters Score -6825854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6825856.000000 Penalty: 5438.178223
	Iteration 24Q: 3 clusters Score -6825856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6825860.500000 Penalty: 5438.178223
	Iteration 25Q: 3 clusters Score -6825860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6825863.000000 Penalty: 5438.178223
	Iteration 26Q: 3 clusters Score -6825863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6825863.500000 Penalty: 5438.178223
	Iteration 27Q: 3 clusters Score -6825864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6825872.000000 Penalty: 5438.178223
	Iteration 28Q: 3 clusters Score -6825872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6825873.500000 Penalty: 5438.178223
	Iteration 29Q: 3 clusters Score -6825874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6825874.500000 Penalty: 5438.178223
	Iteration 30Q: 3 clusters Score -6825874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6825874.000000 Penalty: 5438.178223
	Iteration 31Q: 3 clusters Score -6825874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6825870.500000 Penalty: 5438.178223
	Iteration 32Q: 3 clusters Score -6825870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6825875.000000 Penalty: 5438.178223
	Iteration 33Q: 3 clusters Score -6825875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6825880.000000 Penalty: 5438.178223
	Iteration 34Q: 3 clusters Score -6825880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6825886.500000 Penalty: 5438.178223
	Iteration 35Q: 3 clusters Score -6825886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6825885.000000 Penalty: 5438.178223
	Iteration 36Q: 3 clusters Score -6825885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6825890.500000 Penalty: 5438.178223
	Iteration 37Q: 3 clusters Score -6825890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6825884.500000 Penalty: 5438.178223
	Iteration 38Q: 3 clusters Score -6825884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6825885.500000 Penalty: 5438.178223
	Iteration 39Q: 3 clusters Score -6825886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6825889.500000 Penalty: 5438.178223
	Iteration 40F: 3 clusters Score -6825890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6825886.500000 Penalty: 5438.178223
	Iteration 41Q: 3 clusters Score -6825886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6825886.500000 Penalty: 5438.178223
	Iteration 42Q: 3 clusters Score -6825886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6825887.500000 Penalty: 5438.178223
	Iteration 43Q: 3 clusters Score -6825888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6825887.500000 Penalty: 5438.178223
	Iteration 44F: 3 clusters Score -6825888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Entering Unmasked Estep 
Score: -9129185.000000 Penalty: 2789.651611
	Iteration 0F: 2 clusters Score -9129185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -9077706.000000 Penalty: 5579.303223
	Iteration 0F: 3 clusters Score -9077706 nChanged 35958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9098246.000000 Penalty: 5579.303223
	Iteration 1F: 3 clusters Score -9098246 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9099328.000000 Penalty: 5579.303223
	Iteration 2Q: 3 clusters Score -9099328 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -9101040.000000 Penalty: 5579.303223
	Iteration 3Q: 3 clusters Score -9101040 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -9103809.000000 Penalty: 5579.303223
	Iteration 4F: 3 clusters Score -9103809 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -9108278.000000 Penalty: 5579.303223
	Iteration 5F: 3 clusters Score -9108278 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -9114135.000000 Penalty: 5579.303223
	Iteration 6F: 3 clusters Score -9114135 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -9119584.000000 Penalty: 5579.303223
	Iteration 7F: 3 clusters Score -9119584 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -9123256.000000 Penalty: 5579.303223
	Iteration 8Q: 3 clusters Score -9123256 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -9124964.000000 Penalty: 5579.303223
	Iteration 9Q: 3 clusters Score -9124964 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -9125649.000000 Penalty: 5579.303223
	Iteration 10Q: 3 clusters Score -9125649 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -9125974.000000 Penalty: 5579.303223
	Iteration 11Q: 3 clusters Score -9125974 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9126218.000000 Penalty: 5579.303223
	Iteration 12Q: 3 clusters Score -9126218 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -9126372.000000 Penalty: 5579.303223
	Iteration 13Q: 3 clusters Score -9126372 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9126485.000000 Penalty: 5579.303223
	Iteration 14Q: 3 clusters Score -9126485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -9126564.000000 Penalty: 5579.303223
	Iteration 15Q: 3 clusters Score -9126564 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9126616.000000 Penalty: 5579.303223
	Iteration 16Q: 3 clusters Score -9126616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -9126650.000000 Penalty: 5579.303223
	Iteration 17Q: 3 clusters Score -9126650 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9126682.000000 Penalty: 5579.303223
	Iteration 18Q: 3 clusters Score -9126682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9126702.000000 Penalty: 5579.303223
	Iteration 19Q: 3 clusters Score -9126702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9126722.000000 Penalty: 5579.303223
	Iteration 20F: 3 clusters Score -9126722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9126742.000000 Penalty: 5579.303223
	Iteration 21Q: 3 clusters Score -9126742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9126750.000000 Penalty: 5579.303223
	Iteration 22Q: 3 clusters Score -9126750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9126751.000000 Penalty: 5579.303223
	Iteration 23Q: 3 clusters Score -9126751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9126779.000000 Penalty: 5579.303223
	Iteration 24Q: 3 clusters Score -9126779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9126791.000000 Penalty: 5579.303223
	Iteration 25Q: 3 clusters Score -9126791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9126806.000000 Penalty: 5579.303223
	Iteration 26Q: 3 clusters Score -9126806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9126812.000000 Penalty: 5579.303223
	Iteration 27Q: 3 clusters Score -9126812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9126840.000000 Penalty: 5579.303223
	Iteration 28Q: 3 clusters Score -9126840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9126841.000000 Penalty: 5579.303223
	Iteration 29Q: 3 clusters Score -9126841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9126870.000000 Penalty: 5579.303223
	Iteration 30Q: 3 clusters Score -9126870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9126884.000000 Penalty: 5579.303223
	Iteration 31Q: 3 clusters Score -9126884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9126902.000000 Penalty: 5579.303223
	Iteration 32Q: 3 clusters Score -9126902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9126915.000000 Penalty: 5579.303223
	Iteration 33Q: 3 clusters Score -9126915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9126920.000000 Penalty: 5579.303223
	Iteration 34Q: 3 clusters Score -9126920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9126930.000000 Penalty: 5579.303223
	Iteration 35Q: 3 clusters Score -9126930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9126935.000000 Penalty: 5579.303223
	Iteration 36Q: 3 clusters Score -9126935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9126934.000000 Penalty: 5579.303223
	Iteration 37Q: 3 clusters Score -9126934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9126939.000000 Penalty: 5579.303223
	Iteration 38Q: 3 clusters Score -9126939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9126938.000000 Penalty: 5579.303223
	Iteration 39Q: 3 clusters Score -9126938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9126931.000000 Penalty: 5579.303223
	Iteration 40F: 3 clusters Score -9126931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9126942.000000 Penalty: 5579.303223
	Iteration 41Q: 3 clusters Score -9126942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9126946.000000 Penalty: 5579.303223
	Iteration 42Q: 3 clusters Score -9126946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9126961.000000 Penalty: 5579.303223
	Iteration 43Q: 3 clusters Score -9126961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9126974.000000 Penalty: 5579.303223
	Iteration 44Q: 3 clusters Score -9126974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9126981.000000 Penalty: 5579.303223
	Iteration 45Q: 3 clusters Score -9126981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9126976.000000 Penalty: 5579.303223
	Iteration 46Q: 3 clusters Score -9126976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9126968.000000 Penalty: 5579.303223
	Iteration 47Q: 3 clusters Score -9126968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9126972.000000 Penalty: 5579.303223
	Iteration 48Q: 3 clusters Score -9126972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9126970.000000 Penalty: 5579.303223
	Iteration 49Q: 3 clusters Score -9126970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9126980.000000 Penalty: 5579.303223
	Iteration 50Q: 3 clusters Score -9126980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9126973.000000 Penalty: 5579.303223
	Iteration 51Q: 3 clusters Score -9126973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9126977.000000 Penalty: 5579.303223
	Iteration 52Q: 3 clusters Score -9126977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9126977.000000 Penalty: 5579.303223
	Iteration 53F: 3 clusters Score -9126977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Entering Unmasked Estep 
Score: -7588160.000000 Penalty: 2743.586914
	Iteration 0F: 2 clusters Score -7588160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -7545472.000000 Penalty: 5487.173828
	Iteration 0F: 3 clusters Score -7545472 nChanged 29633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -7562217.500000 Penalty: 5487.173828
	Iteration 1F: 3 clusters Score -7562218 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7563205.000000 Penalty: 5487.173828
	Iteration 2Q: 3 clusters Score -7563205 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7564570.000000 Penalty: 5487.173828
	Iteration 3Q: 3 clusters Score -7564570 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -7566423.500000 Penalty: 5487.173828
	Iteration 4Q: 3 clusters Score -7566424 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -7568769.000000 Penalty: 5487.173828
	Iteration 5F: 3 clusters Score -7568769 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -7571221.000000 Penalty: 5487.173828
	Iteration 6F: 3 clusters Score -7571221 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -7573740.000000 Penalty: 5487.173828
	Iteration 7F: 3 clusters Score -7573740 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -7576106.000000 Penalty: 5487.173828
	Iteration 8F: 3 clusters Score -7576106 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -7577887.500000 Penalty: 5487.173828
	Iteration 9F: 3 clusters Score -7577888 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -7579052.000000 Penalty: 5487.173828
	Iteration 10Q: 3 clusters Score -7579052 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -7579650.500000 Penalty: 5487.173828
	Iteration 11Q: 3 clusters Score -7579650 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -7580041.500000 Penalty: 5487.173828
	Iteration 12Q: 3 clusters Score -7580042 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -7580279.000000 Penalty: 5487.173828
	Iteration 13Q: 3 clusters Score -7580279 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -7580388.500000 Penalty: 5487.173828
	Iteration 14Q: 3 clusters Score -7580388 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7580479.500000 Penalty: 5487.173828
	Iteration 15Q: 3 clusters Score -7580480 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -7580573.500000 Penalty: 5487.173828
	Iteration 16Q: 3 clusters Score -7580574 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7580670.500000 Penalty: 5487.173828
	Iteration 17Q: 3 clusters Score -7580670 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -7580782.500000 Penalty: 5487.173828
	Iteration 18Q: 3 clusters Score -7580782 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -7580849.000000 Penalty: 5487.173828
	Iteration 19Q: 3 clusters Score -7580849 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7580911.500000 Penalty: 5487.173828
	Iteration 20F: 3 clusters Score -7580912 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7580983.500000 Penalty: 5487.173828
	Iteration 21Q: 3 clusters Score -7580984 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7581028.500000 Penalty: 5487.173828
	Iteration 22Q: 3 clusters Score -7581028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -7581123.500000 Penalty: 5487.173828
	Iteration 23Q: 3 clusters Score -7581124 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -7581232.000000 Penalty: 5487.173828
	Iteration 24Q: 3 clusters Score -7581232 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -7581299.000000 Penalty: 5487.173828
	Iteration 25Q: 3 clusters Score -7581299 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -7581360.500000 Penalty: 5487.173828
	Iteration 26Q: 3 clusters Score -7581360 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -7581439.500000 Penalty: 5487.173828
	Iteration 27Q: 3 clusters Score -7581440 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -7581502.500000 Penalty: 5487.173828
	Iteration 28Q: 3 clusters Score -7581502 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -7581568.000000 Penalty: 5487.173828
	Iteration 29Q: 3 clusters Score -7581568 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -7581626.000000 Penalty: 5487.173828
	Iteration 30Q: 3 clusters Score -7581626 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -7581712.000000 Penalty: 5487.173828
	Iteration 31Q: 3 clusters Score -7581712 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -7581764.000000 Penalty: 5487.173828
	Iteration 32Q: 3 clusters Score -7581764 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -7581857.000000 Penalty: 5487.173828
	Iteration 33Q: 3 clusters Score -7581857 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -7581912.000000 Penalty: 5487.173828
	Iteration 34Q: 3 clusters Score -7581912 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -7581964.500000 Penalty: 5487.173828
	Iteration 35Q: 3 clusters Score -7581964 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -7582067.000000 Penalty: 5487.173828
	Iteration 36Q: 3 clusters Score -7582067 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -7582151.500000 Penalty: 5487.173828
	Iteration 37Q: 3 clusters Score -7582152 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -7582242.000000 Penalty: 5487.173828
	Iteration 38Q: 3 clusters Score -7582242 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -7582384.500000 Penalty: 5487.173828
	Iteration 39Q: 3 clusters Score -7582384 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -7582499.500000 Penalty: 5487.173828
	Iteration 40F: 3 clusters Score -7582500 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7582630.000000 Penalty: 5487.173828
	Iteration 41Q: 3 clusters Score -7582630 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -7582735.000000 Penalty: 5487.173828
	Iteration 42Q: 3 clusters Score -7582735 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -7582850.000000 Penalty: 5487.173828
	Iteration 43Q: 3 clusters Score -7582850 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -7582998.000000 Penalty: 5487.173828
	Iteration 44Q: 3 clusters Score -7582998 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7583095.000000 Penalty: 5487.173828
	Iteration 45Q: 3 clusters Score -7583095 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -7583241.500000 Penalty: 5487.173828
	Iteration 46Q: 3 clusters Score -7583242 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -7583415.500000 Penalty: 5487.173828
	Iteration 47Q: 3 clusters Score -7583416 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -7583594.000000 Penalty: 5487.173828
	Iteration 48Q: 3 clusters Score -7583594 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -7583685.500000 Penalty: 5487.173828
	Iteration 49Q: 3 clusters Score -7583686 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7583820.000000 Penalty: 5487.173828
	Iteration 50Q: 3 clusters Score -7583820 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -7583993.000000 Penalty: 5487.173828
	Iteration 51Q: 3 clusters Score -7583993 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7584167.500000 Penalty: 5487.173828
	Iteration 52Q: 3 clusters Score -7584168 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7584328.000000 Penalty: 5487.173828
	Iteration 53Q: 3 clusters Score -7584328 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -7584464.500000 Penalty: 5487.173828
	Iteration 54Q: 3 clusters Score -7584464 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -7584598.000000 Penalty: 5487.173828
	Iteration 55Q: 3 clusters Score -7584598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -7584743.500000 Penalty: 5487.173828
	Iteration 56Q: 3 clusters Score -7584744 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7584892.000000 Penalty: 5487.173828
	Iteration 57Q: 3 clusters Score -7584892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7585040.500000 Penalty: 5487.173828
	Iteration 58Q: 3 clusters Score -7585040 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7585174.000000 Penalty: 5487.173828
	Iteration 59Q: 3 clusters Score -7585174 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7585272.000000 Penalty: 5487.173828
	Iteration 60F: 3 clusters Score -7585272 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7585336.500000 Penalty: 5487.173828
	Iteration 61Q: 3 clusters Score -7585336 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7585425.500000 Penalty: 5487.173828
	Iteration 62Q: 3 clusters Score -7585426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7585482.000000 Penalty: 5487.173828
	Iteration 63Q: 3 clusters Score -7585482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7585548.500000 Penalty: 5487.173828
	Iteration 64Q: 3 clusters Score -7585548 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7585592.000000 Penalty: 5487.173828
	Iteration 65Q: 3 clusters Score -7585592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7585620.500000 Penalty: 5487.173828
	Iteration 66Q: 3 clusters Score -7585620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7585654.000000 Penalty: 5487.173828
	Iteration 67Q: 3 clusters Score -7585654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7585660.000000 Penalty: 5487.173828
	Iteration 68Q: 3 clusters Score -7585660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7585693.500000 Penalty: 5487.173828
	Iteration 69Q: 3 clusters Score -7585694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7585711.500000 Penalty: 5487.173828
	Iteration 70Q: 3 clusters Score -7585712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7585742.500000 Penalty: 5487.173828
	Iteration 71Q: 3 clusters Score -7585742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7585759.500000 Penalty: 5487.173828
	Iteration 72Q: 3 clusters Score -7585760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7585765.500000 Penalty: 5487.173828
	Iteration 73Q: 3 clusters Score -7585766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7585765.000000 Penalty: 5487.173828
	Iteration 74Q: 3 clusters Score -7585765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7585780.000000 Penalty: 5487.173828
	Iteration 75Q: 3 clusters Score -7585780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7585783.500000 Penalty: 5487.173828
	Iteration 76Q: 3 clusters Score -7585784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7585781.500000 Penalty: 5487.173828
	Iteration 77Q: 3 clusters Score -7585782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7585797.500000 Penalty: 5487.173828
	Iteration 78Q: 3 clusters Score -7585798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7585795.500000 Penalty: 5487.173828
	Iteration 79Q: 3 clusters Score -7585796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7585796.500000 Penalty: 5487.173828
	Iteration 80F: 3 clusters Score -7585796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7585801.500000 Penalty: 5487.173828
	Iteration 81Q: 3 clusters Score -7585802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7585819.000000 Penalty: 5487.173828
	Iteration 82Q: 3 clusters Score -7585819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7585818.500000 Penalty: 5487.173828
	Iteration 83Q: 3 clusters Score -7585818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7585823.000000 Penalty: 5487.173828
	Iteration 84Q: 3 clusters Score -7585823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7585821.500000 Penalty: 5487.173828
	Iteration 85Q: 3 clusters Score -7585822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7585825.000000 Penalty: 5487.173828
	Iteration 86Q: 3 clusters Score -7585825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7585831.500000 Penalty: 5487.173828
	Iteration 87Q: 3 clusters Score -7585832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7585831.000000 Penalty: 5487.173828
	Iteration 88Q: 3 clusters Score -7585831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7585828.000000 Penalty: 5487.173828
	Iteration 89Q: 3 clusters Score -7585828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7585824.000000 Penalty: 5487.173828
	Iteration 90Q: 3 clusters Score -7585824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7585827.000000 Penalty: 5487.173828
	Iteration 91Q: 3 clusters Score -7585827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7585834.000000 Penalty: 5487.173828
	Iteration 92Q: 3 clusters Score -7585834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7585838.000000 Penalty: 5487.173828
	Iteration 93Q: 3 clusters Score -7585838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7585842.500000 Penalty: 5487.173828
	Iteration 94Q: 3 clusters Score -7585842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7585846.000000 Penalty: 5487.173828
	Iteration 95Q: 3 clusters Score -7585846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7585842.500000 Penalty: 5487.173828
	Iteration 96Q: 3 clusters Score -7585842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7585840.000000 Penalty: 5487.173828
	Iteration 97Q: 3 clusters Score -7585840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7585850.000000 Penalty: 5487.173828
	Iteration 98Q: 3 clusters Score -7585850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7585846.000000 Penalty: 5487.173828
	Iteration 99Q: 3 clusters Score -7585846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7585843.500000 Penalty: 5487.173828
	Iteration 100F: 3 clusters Score -7585844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 175747 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180844 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166861 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53633 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157171 members 
Mstep: Class 16 contains 57761 members 
Mstep: Class 17 contains 76772 members 
Mstep: Class 19 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 61757.199219
Iteration 439Q: 19 clusters Score -1.180631e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 175729 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180851 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166858 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53634 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157184 members 
Mstep: Class 16 contains 57762 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 61757.199219
Iteration 440F: 19 clusters Score -1.180631e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 175716 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180860 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166860 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53639 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157182 members 
Mstep: Class 16 contains 57763 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 61757.199219
Iteration 441Q: 19 clusters Score -1.180631e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 175704 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180869 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166862 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157182 members 
Mstep: Class 16 contains 57765 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 442Q: 19 clusters Score -1.180631e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41463 members 
Mstep: Class 5 contains 175695 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180871 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166868 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53649 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157170 members 
Mstep: Class 16 contains 57768 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 61757.199219
Iteration 443Q: 19 clusters Score -1.180631e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 175684 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180876 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166871 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53650 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157169 members 
Mstep: Class 16 contains 57769 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063048.000000 Penalty: 61757.199219
Iteration 444Q: 19 clusters Score -1.18063e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41460 members 
Mstep: Class 5 contains 175682 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180881 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166873 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53649 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157169 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 445Q: 19 clusters Score -1.180631e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41461 members 
Mstep: Class 5 contains 175688 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180881 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166874 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53647 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157170 members 
Mstep: Class 16 contains 57768 members 
Mstep: Class 17 contains 76770 members 
Mstep: Class 19 contains 63751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 61757.199219
Iteration 446Q: 19 clusters Score -1.180631e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41461 members 
Mstep: Class 5 contains 175689 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180881 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166873 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157173 members 
Mstep: Class 16 contains 57769 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 61757.199219
Iteration 447Q: 19 clusters Score -1.180631e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41461 members 
Mstep: Class 5 contains 175680 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180887 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166871 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157182 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76771 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 61757.199219
Iteration 448Q: 19 clusters Score -1.180631e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41461 members 
Mstep: Class 5 contains 175677 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166871 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53644 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157185 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76772 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 449Q: 19 clusters Score -1.180631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41460 members 
Mstep: Class 5 contains 175674 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166874 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53644 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157186 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 450Q: 19 clusters Score -1.180631e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175669 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180892 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166874 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157188 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76774 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 61757.199219
Iteration 451Q: 19 clusters Score -1.180631e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175665 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180892 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166875 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157188 members 
Mstep: Class 16 contains 57770 members 
Mstep: Class 17 contains 76776 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 61757.199219
Iteration 452Q: 19 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175661 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180891 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166877 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157188 members 
Mstep: Class 16 contains 57771 members 
Mstep: Class 17 contains 76778 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 453Q: 19 clusters Score -1.180631e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175661 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180890 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166877 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157187 members 
Mstep: Class 16 contains 57773 members 
Mstep: Class 17 contains 76778 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063016.000000 Penalty: 61757.199219
Iteration 454Q: 19 clusters Score -1.18063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175659 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180890 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166877 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157189 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 76777 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 61757.199219
Iteration 455Q: 19 clusters Score -1.180631e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175660 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180889 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166877 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157191 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 76776 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063032.000000 Penalty: 61757.199219
Iteration 456Q: 19 clusters Score -1.18063e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175665 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166874 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157191 members 
Mstep: Class 16 contains 57775 members 
Mstep: Class 17 contains 76776 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063032.000000 Penalty: 61757.199219
Iteration 457Q: 19 clusters Score -1.18063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175665 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180887 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166875 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157189 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 76778 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063064.000000 Penalty: 61757.199219
Iteration 458Q: 19 clusters Score -1.180631e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175667 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180887 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166876 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157185 members 
Mstep: Class 16 contains 57773 members 
Mstep: Class 17 contains 76780 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 459Q: 19 clusters Score -1.180631e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175669 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180887 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166877 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157180 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 76781 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 61757.199219
Iteration 460F: 19 clusters Score -1.180631e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175670 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180886 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157176 members 
Mstep: Class 16 contains 57774 members 
Mstep: Class 17 contains 76782 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 461Q: 19 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175670 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180887 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166883 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53647 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157172 members 
Mstep: Class 16 contains 57775 members 
Mstep: Class 17 contains 76782 members 
Mstep: Class 19 contains 63739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 61757.199219
Iteration 462Q: 19 clusters Score -1.180631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175674 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166882 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53646 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157169 members 
Mstep: Class 16 contains 57775 members 
Mstep: Class 17 contains 76783 members 
Mstep: Class 19 contains 63738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 463Q: 19 clusters Score -1.180631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175679 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180889 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157163 members 
Mstep: Class 16 contains 57775 members 
Mstep: Class 17 contains 76785 members 
Mstep: Class 19 contains 63738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 61757.199219
Iteration 464Q: 19 clusters Score -1.180631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175677 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157164 members 
Mstep: Class 16 contains 57776 members 
Mstep: Class 17 contains 76785 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 61757.199219
Iteration 465Q: 19 clusters Score -1.180631e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175678 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180888 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166880 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157161 members 
Mstep: Class 16 contains 57776 members 
Mstep: Class 17 contains 76786 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 61757.199219
Iteration 466Q: 19 clusters Score -1.180631e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175679 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180890 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166879 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157157 members 
Mstep: Class 16 contains 57777 members 
Mstep: Class 17 contains 76785 members 
Mstep: Class 19 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 467Q: 19 clusters Score -1.180631e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41456 members 
Mstep: Class 5 contains 175678 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180891 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166880 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53645 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157156 members 
Mstep: Class 16 contains 57779 members 
Mstep: Class 17 contains 76783 members 
Mstep: Class 19 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063048.000000 Penalty: 61757.199219
Iteration 468Q: 19 clusters Score -1.18063e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41457 members 
Mstep: Class 5 contains 175678 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180891 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166880 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53643 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157155 members 
Mstep: Class 16 contains 57781 members 
Mstep: Class 17 contains 76783 members 
Mstep: Class 19 contains 63744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 469Q: 19 clusters Score -1.180631e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175677 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180893 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53643 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157152 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76783 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 470Q: 19 clusters Score -1.180631e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175680 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180891 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53641 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157151 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76784 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063048.000000 Penalty: 61757.199219
Iteration 471Q: 19 clusters Score -1.18063e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175680 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180892 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166882 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157151 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76783 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063064.000000 Penalty: 61757.199219
Iteration 472Q: 19 clusters Score -1.180631e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175681 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180894 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166882 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157150 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76781 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 473Q: 19 clusters Score -1.180631e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175682 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180897 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166880 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157150 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76780 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 61757.199219
Iteration 474Q: 19 clusters Score -1.180631e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175681 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180902 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166881 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76777 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063032.000000 Penalty: 61757.199219
Iteration 475Q: 19 clusters Score -1.18063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175678 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180906 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166882 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157147 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76776 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 476Q: 19 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8470 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175673 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180906 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166887 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76775 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 477Q: 19 clusters Score -1.180631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175670 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180906 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166891 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53640 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 61757.199219
Iteration 478Q: 19 clusters Score -1.180631e+08 nChanged 5
Entering ConstructFrom: 
Score: -118063088.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Entering Unmasked Estep 
Score: -2260385.750000 Penalty: 2448.472656
	Iteration 0F: 2 clusters Score -2260386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2246737.750000 Penalty: 4896.945312
	Iteration 0F: 3 clusters Score -2246738 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2251185.750000 Penalty: 4896.945312
	Iteration 1F: 3 clusters Score -2251186 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2251512.250000 Penalty: 4896.945312
	Iteration 2Q: 3 clusters Score -2251512 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2251768.250000 Penalty: 4896.945312
	Iteration 3Q: 3 clusters Score -2251768 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2251984.500000 Penalty: 4896.945312
	Iteration 4Q: 3 clusters Score -2251984 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2252204.000000 Penalty: 4896.945312
	Iteration 5Q: 3 clusters Score -2252204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2252437.500000 Penalty: 4896.945312
	Iteration 6Q: 3 clusters Score -2252438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2252652.000000 Penalty: 4896.945312
	Iteration 7Q: 3 clusters Score -2252652 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2252891.750000 Penalty: 4896.945312
	Iteration 8Q: 3 clusters Score -2252892 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2253143.750000 Penalty: 4896.945312
	Iteration 9Q: 3 clusters Score -2253144 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2253434.500000 Penalty: 4896.945312
	Iteration 10Q: 3 clusters Score -2253434 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2253721.500000 Penalty: 4896.945312
	Iteration 11Q: 3 clusters Score -2253722 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2254035.250000 Penalty: 4896.945312
	Iteration 12Q: 3 clusters Score -2254035 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2254349.500000 Penalty: 4896.945312
	Iteration 13Q: 3 clusters Score -2254350 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2254738.000000 Penalty: 4896.945312
	Iteration 14Q: 3 clusters Score -2254738 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2255189.250000 Penalty: 4896.945312
	Iteration 15Q: 3 clusters Score -2255189 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2255630.500000 Penalty: 4896.945312
	Iteration 16Q: 3 clusters Score -2255630 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2256097.750000 Penalty: 4896.945312
	Iteration 17Q: 3 clusters Score -2256098 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2256533.250000 Penalty: 4896.945312
	Iteration 18Q: 3 clusters Score -2256533 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2256942.500000 Penalty: 4896.945312
	Iteration 19Q: 3 clusters Score -2256942 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2257282.750000 Penalty: 4896.945312
	Iteration 20F: 3 clusters Score -2257283 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2257587.250000 Penalty: 4896.945312
	Iteration 21Q: 3 clusters Score -2257587 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2257875.750000 Penalty: 4896.945312
	Iteration 22Q: 3 clusters Score -2257876 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2258125.750000 Penalty: 4896.945312
	Iteration 23Q: 3 clusters Score -2258126 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2258327.500000 Penalty: 4896.945312
	Iteration 24Q: 3 clusters Score -2258328 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2258512.500000 Penalty: 4896.945312
	Iteration 25Q: 3 clusters Score -2258512 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2258642.750000 Penalty: 4896.945312
	Iteration 26Q: 3 clusters Score -2258643 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2258752.250000 Penalty: 4896.945312
	Iteration 27Q: 3 clusters Score -2258752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2258837.250000 Penalty: 4896.945312
	Iteration 28Q: 3 clusters Score -2258837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2258895.500000 Penalty: 4896.945312
	Iteration 29Q: 3 clusters Score -2258896 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2258934.250000 Penalty: 4896.945312
	Iteration 30Q: 3 clusters Score -2258934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2258963.000000 Penalty: 4896.945312
	Iteration 31Q: 3 clusters Score -2258963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2258975.250000 Penalty: 4896.945312
	Iteration 32Q: 3 clusters Score -2258975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2258994.500000 Penalty: 4896.945312
	Iteration 33Q: 3 clusters Score -2258994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2259010.750000 Penalty: 4896.945312
	Iteration 34Q: 3 clusters Score -2259011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2259012.250000 Penalty: 4896.945312
	Iteration 35Q: 3 clusters Score -2259012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2259017.500000 Penalty: 4896.945312
	Iteration 36Q: 3 clusters Score -2259018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2259016.000000 Penalty: 4896.945312
	Iteration 37Q: 3 clusters Score -2259016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2259025.750000 Penalty: 4896.945312
	Iteration 38Q: 3 clusters Score -2259026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2259029.250000 Penalty: 4896.945312
	Iteration 39Q: 3 clusters Score -2259029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2259030.750000 Penalty: 4896.945312
	Iteration 40F: 3 clusters Score -2259031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2259028.000000 Penalty: 4896.945312
	Iteration 41Q: 3 clusters Score -2259028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2259032.500000 Penalty: 4896.945312
	Iteration 42Q: 3 clusters Score -2259032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2259030.750000 Penalty: 4896.945312
	Iteration 43Q: 3 clusters Score -2259031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2259029.750000 Penalty: 4896.945312
	Iteration 44Q: 3 clusters Score -2259030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2259029.000000 Penalty: 4896.945312
	Iteration 45Q: 3 clusters Score -2259029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2259029.250000 Penalty: 4896.945312
	Iteration 46Q: 3 clusters Score -2259029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2259030.250000 Penalty: 4896.945312
	Iteration 47Q: 3 clusters Score -2259030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2259030.500000 Penalty: 4896.945312
	Iteration 48Q: 3 clusters Score -2259030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2259031.500000 Penalty: 4896.945312
	Iteration 49Q: 3 clusters Score -2259032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2259036.750000 Penalty: 4896.945312
	Iteration 50Q: 3 clusters Score -2259037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2259038.250000 Penalty: 4896.945312
	Iteration 51Q: 3 clusters Score -2259038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2259036.750000 Penalty: 4896.945312
	Iteration 52Q: 3 clusters Score -2259037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2259036.750000 Penalty: 4896.945312
	Iteration 53Q: 3 clusters Score -2259037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2259036.250000 Penalty: 4896.945312
	Iteration 54Q: 3 clusters Score -2259036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2259039.250000 Penalty: 4896.945312
	Iteration 55Q: 3 clusters Score -2259039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2259041.750000 Penalty: 4896.945312
	Iteration 56Q: 3 clusters Score -2259042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2259038.000000 Penalty: 4896.945312
	Iteration 57Q: 3 clusters Score -2259038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2259035.750000 Penalty: 4896.945312
	Iteration 58Q: 3 clusters Score -2259036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2259043.750000 Penalty: 4896.945312
	Iteration 59Q: 3 clusters Score -2259044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2259039.500000 Penalty: 4896.945312
	Iteration 60F: 3 clusters Score -2259040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2259042.500000 Penalty: 4896.945312
	Iteration 61Q: 3 clusters Score -2259042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2259041.750000 Penalty: 4896.945312
	Iteration 62Q: 3 clusters Score -2259042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2259048.750000 Penalty: 4896.945312
	Iteration 63Q: 3 clusters Score -2259049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2259049.500000 Penalty: 4896.945312
	Iteration 64Q: 3 clusters Score -2259050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2259051.250000 Penalty: 4896.945312
	Iteration 65Q: 3 clusters Score -2259051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2259046.750000 Penalty: 4896.945312
	Iteration 66Q: 3 clusters Score -2259047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2259050.250000 Penalty: 4896.945312
	Iteration 67Q: 3 clusters Score -2259050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2259051.000000 Penalty: 4896.945312
	Iteration 68Q: 3 clusters Score -2259051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2259051.000000 Penalty: 4896.945312
	Iteration 69F: 3 clusters Score -2259051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -986821.125000 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -986821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -980153.625000 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -980153.6 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -981964.000000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -981964 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -982232.687500 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -982232.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -982436.937500 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -982436.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -982611.250000 Penalty: 4486.024414
	Iteration 4Q: 3 clusters Score -982611.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -982793.500000 Penalty: 4486.024414
	Iteration 5Q: 3 clusters Score -982793.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -982962.250000 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -982962.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -983125.375000 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -983125.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -983293.687500 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -983293.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -983497.562500 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -983497.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -983728.812500 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -983728.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -983976.500000 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -983976.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -984179.875000 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -984179.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -984355.000000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -984355 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -984493.625000 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -984493.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -984607.125000 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -984607.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -984685.875000 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -984685.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -984749.687500 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -984749.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -984793.625000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -984793.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -984839.937500 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -984839.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -984877.687500 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -984877.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -984900.625000 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -984900.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -984915.687500 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -984915.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -984926.312500 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -984926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -984933.812500 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -984933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -984942.125000 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -984942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -984948.812500 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -984948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -984954.875000 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -984954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -984959.562500 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -984959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -984963.750000 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -984963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -984966.750000 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -984966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -984969.187500 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -984969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -984969.187500 Penalty: 4486.024414
	Iteration 32F: 3 clusters Score -984969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -143670.859375 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -143670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141562.890625 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -141562.9 nChanged 390
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: -141987.609375 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -141987.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -142247.703125 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -142247.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142444.171875 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -142444.2 nChanged 79
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: -142640.687500 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -142640.7 nChanged 76
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: -142827.937500 Penalty: 3576.199463
	Iteration 5F: 3 clusters Score -142827.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142966.546875 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -142966.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143027.625000 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -143027.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143049.078125 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -143049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143073.531250 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -143073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143103.468750 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -143103.5 nChanged 14
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: -143142.671875 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -143142.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143171.828125 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -143171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143188.687500 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -143188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143195.703125 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -143195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143196.234375 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -143196.2 nChanged 1
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: -143197.281250 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -143197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143198.812500 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -143198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143198.812500 Penalty: 3576.199463
	Iteration 18F: 3 clusters Score -143198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Entering Unmasked Estep 
Score: -4721550.000000 Penalty: 2636.850342
	Iteration 0F: 2 clusters Score -4721550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4693524.000000 Penalty: 5273.700684
	Iteration 0F: 3 clusters Score -4693524 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4704514.000000 Penalty: 5273.700684
	Iteration 1F: 3 clusters Score -4704514 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4706134.000000 Penalty: 5273.700684
	Iteration 2F: 3 clusters Score -4706134 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4708588.000000 Penalty: 5273.700684
	Iteration 3F: 3 clusters Score -4708588 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4711809.000000 Penalty: 5273.700684
	Iteration 4F: 3 clusters Score -4711809 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4715216.000000 Penalty: 5273.700684
	Iteration 5F: 3 clusters Score -4715216 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4717533.000000 Penalty: 5273.700684
	Iteration 6F: 3 clusters Score -4717533 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4718517.000000 Penalty: 5273.700684
	Iteration 7Q: 3 clusters Score -4718517 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4718864.000000 Penalty: 5273.700684
	Iteration 8Q: 3 clusters Score -4718864 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4719008.000000 Penalty: 5273.700684
	Iteration 9Q: 3 clusters Score -4719008 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4719064.000000 Penalty: 5273.700684
	Iteration 10Q: 3 clusters Score -4719064 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4719121.500000 Penalty: 5273.700684
	Iteration 11Q: 3 clusters Score -4719122 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4719181.000000 Penalty: 5273.700684
	Iteration 12Q: 3 clusters Score -4719181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4719258.000000 Penalty: 5273.700684
	Iteration 13Q: 3 clusters Score -4719258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4719297.500000 Penalty: 5273.700684
	Iteration 14Q: 3 clusters Score -4719298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4719337.500000 Penalty: 5273.700684
	Iteration 15Q: 3 clusters Score -4719338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4719374.000000 Penalty: 5273.700684
	Iteration 16Q: 3 clusters Score -4719374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4719391.000000 Penalty: 5273.700684
	Iteration 17Q: 3 clusters Score -4719391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4719397.500000 Penalty: 5273.700684
	Iteration 18Q: 3 clusters Score -4719398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4719405.500000 Penalty: 5273.700684
	Iteration 19Q: 3 clusters Score -4719406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4719417.500000 Penalty: 5273.700684
	Iteration 20F: 3 clusters Score -4719418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4719437.000000 Penalty: 5273.700684
	Iteration 21Q: 3 clusters Score -4719437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4719440.000000 Penalty: 5273.700684
	Iteration 22Q: 3 clusters Score -4719440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4719432.000000 Penalty: 5273.700684
	Iteration 23Q: 3 clusters Score -4719432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4719414.000000 Penalty: 5273.700684
	Iteration 24Q: 3 clusters Score -4719414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4719402.000000 Penalty: 5273.700684
	Iteration 25Q: 3 clusters Score -4719402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4719404.000000 Penalty: 5273.700684
	Iteration 26Q: 3 clusters Score -4719404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4719407.000000 Penalty: 5273.700684
	Iteration 27Q: 3 clusters Score -4719407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -4719412.000000 Penalty: 5273.700684
	Iteration 28Q: 3 clusters Score -4719412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4719415.000000 Penalty: 5273.700684
	Iteration 29Q: 3 clusters Score -4719415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4719414.500000 Penalty: 5273.700684
	Iteration 30Q: 3 clusters Score -4719414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4719423.000000 Penalty: 5273.700684
	Iteration 31Q: 3 clusters Score -4719423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -4719418.500000 Penalty: 5273.700684
	Iteration 32Q: 3 clusters Score -4719418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4719423.500000 Penalty: 5273.700684
	Iteration 33Q: 3 clusters Score -4719424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4719420.000000 Penalty: 5273.700684
	Iteration 34Q: 3 clusters Score -4719420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4719417.000000 Penalty: 5273.700684
	Iteration 35Q: 3 clusters Score -4719417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4719418.000000 Penalty: 5273.700684
	Iteration 36Q: 3 clusters Score -4719418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4719423.500000 Penalty: 5273.700684
	Iteration 37Q: 3 clusters Score -4719424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4719423.500000 Penalty: 5273.700684
	Iteration 38Q: 3 clusters Score -4719424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4719423.500000 Penalty: 5273.700684
	Iteration 39Q: 3 clusters Score -4719424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4719423.000000 Penalty: 5273.700684
	Iteration 40F: 3 clusters Score -4719423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4719435.500000 Penalty: 5273.700684
	Iteration 41Q: 3 clusters Score -4719436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4719436.500000 Penalty: 5273.700684
	Iteration 42Q: 3 clusters Score -4719436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4719442.500000 Penalty: 5273.700684
	Iteration 43Q: 3 clusters Score -4719442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4719443.500000 Penalty: 5273.700684
	Iteration 44Q: 3 clusters Score -4719444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4719446.500000 Penalty: 5273.700684
	Iteration 45Q: 3 clusters Score -4719446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4719450.000000 Penalty: 5273.700684
	Iteration 46Q: 3 clusters Score -4719450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -4719463.500000 Penalty: 5273.700684
	Iteration 47Q: 3 clusters Score -4719464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4719469.500000 Penalty: 5273.700684
	Iteration 48Q: 3 clusters Score -4719470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4719467.500000 Penalty: 5273.700684
	Iteration 49Q: 3 clusters Score -4719468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4719465.000000 Penalty: 5273.700684
	Iteration 50Q: 3 clusters Score -4719465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4719456.500000 Penalty: 5273.700684
	Iteration 51Q: 3 clusters Score -4719456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4719464.500000 Penalty: 5273.700684
	Iteration 52Q: 3 clusters Score -4719464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4719463.000000 Penalty: 5273.700684
	Iteration 53Q: 3 clusters Score -4719463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4719459.000000 Penalty: 5273.700684
	Iteration 54Q: 3 clusters Score -4719459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 11889 members 
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Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4719464 nChanged 23
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Mstep: Class 2 contains 11981 members 
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Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4719472 nChanged 28
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Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 12032 members 
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Mstep: Class 2 contains 12055 members 
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	Iteration 62Q: 3 clusters Score -4719486 nChanged 25
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	Iteration 63Q: 3 clusters Score -4719490 nChanged 23
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Mstep: Class 2 contains 12103 members 
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	Iteration 64Q: 3 clusters Score -4719481 nChanged 14
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Mstep: Class 1 contains 29342 members 
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	Iteration 66Q: 3 clusters Score -4719481 nChanged 13
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Mstep: Class 1 contains 29300 members 
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	Iteration 69Q: 3 clusters Score -4719485 nChanged 18
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Mstep: Class 2 contains 12195 members 
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Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 12208 members 
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	Iteration 71Q: 3 clusters Score -4719472 nChanged 12
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	Iteration 72Q: 3 clusters Score -4719471 nChanged 20
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Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 12271 members 
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	Iteration 76Q: 3 clusters Score -4719484 nChanged 13
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Mstep: Class 1 contains 29150 members 
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	Iteration 78Q: 3 clusters Score -4719482 nChanged 13
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	Iteration 79Q: 3 clusters Score -4719486 nChanged 13
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 12333 members 
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	Iteration 80F: 3 clusters Score -4719488 nChanged 11
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	Iteration 81Q: 3 clusters Score -4719485 nChanged 14
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	Iteration 83Q: 3 clusters Score -4719484 nChanged 14
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	Iteration 84Q: 3 clusters Score -4719478 nChanged 5
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	Iteration 86Q: 3 clusters Score -4719477 nChanged 1
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	Iteration 87Q: 3 clusters Score -4719476 nChanged 5
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	Iteration 89Q: 3 clusters Score -4719476 nChanged 7
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	Iteration 91Q: 3 clusters Score -4719480 nChanged 11
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Mstep: Class 1 contains 29031 members 
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Mstep: Class 1 contains 29022 members 
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	Iteration 94Q: 3 clusters Score -4719486 nChanged 18
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Mstep: Class 1 contains 28989 members 
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	Iteration 95Q: 3 clusters Score -4719483 nChanged 16
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Mstep: Class 1 contains 28973 members 
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	Iteration 96Q: 3 clusters Score -4719487 nChanged 15
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	Iteration 97Q: 3 clusters Score -4719498 nChanged 15
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	Iteration 98Q: 3 clusters Score -4719490 nChanged 15
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Mstep: Class 1 contains 28919 members 
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	Iteration 100F: 3 clusters Score -4719490 nChanged 5
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Mstep: Class 1 contains 28914 members 
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	Iteration 101Q: 3 clusters Score -4719483 nChanged 9
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Mstep: Class 1 contains 28905 members 
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	Iteration 102Q: 3 clusters Score -4719483 nChanged 10
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	Iteration 103Q: 3 clusters Score -4719488 nChanged 13
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	Iteration 104Q: 3 clusters Score -4719477 nChanged 18
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	Iteration 105Q: 3 clusters Score -4719477 nChanged 16
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	Iteration 106Q: 3 clusters Score -4719485 nChanged 21
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	Iteration 107Q: 3 clusters Score -4719488 nChanged 24
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	Iteration 108Q: 3 clusters Score -4719498 nChanged 22
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	Iteration 109Q: 3 clusters Score -4719502 nChanged 22
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	Iteration 110Q: 3 clusters Score -4719510 nChanged 27
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Mstep: Class 1 contains 28736 members 
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	Iteration 112Q: 3 clusters Score -4719524 nChanged 31
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	Iteration 113Q: 3 clusters Score -4719531 nChanged 42
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	Iteration 114Q: 3 clusters Score -4719534 nChanged 58
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	Iteration 115Q: 3 clusters Score -4719546 nChanged 54
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	Iteration 116Q: 3 clusters Score -4719546 nChanged 60
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4719554 nChanged 53
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	Iteration 118Q: 3 clusters Score -4719554 nChanged 60
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	Iteration 119Q: 3 clusters Score -4719552 nChanged 57
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	Iteration 120F: 3 clusters Score -4719552 nChanged 61
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	Iteration 121Q: 3 clusters Score -4719548 nChanged 49
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	Iteration 122Q: 3 clusters Score -4719558 nChanged 67
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	Iteration 125Q: 3 clusters Score -4719568 nChanged 69
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	Iteration 126Q: 3 clusters Score -4719573 nChanged 63
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	Iteration 127Q: 3 clusters Score -4719583 nChanged 64
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	Iteration 128Q: 3 clusters Score -4719580 nChanged 57
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	Iteration 129Q: 3 clusters Score -4719565 nChanged 62
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	Iteration 133Q: 3 clusters Score -4719606 nChanged 71
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	Iteration 134Q: 3 clusters Score -4719598 nChanged 65
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	Iteration 135Q: 3 clusters Score -4719591 nChanged 63
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	Iteration 137Q: 3 clusters Score -4719614 nChanged 48
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	Iteration 138Q: 3 clusters Score -4719612 nChanged 42
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	Iteration 139Q: 3 clusters Score -4719616 nChanged 31
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	Iteration 140F: 3 clusters Score -4719622 nChanged 22
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	Iteration 141Q: 3 clusters Score -4719620 nChanged 34
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	Iteration 142Q: 3 clusters Score -4719616 nChanged 33
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	Iteration 143Q: 3 clusters Score -4719611 nChanged 32
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	Iteration 145Q: 3 clusters Score -4719614 nChanged 24
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	Iteration 146Q: 3 clusters Score -4719619 nChanged 25
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	Iteration 147Q: 3 clusters Score -4719609 nChanged 26
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	Iteration 148Q: 3 clusters Score -4719612 nChanged 34
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 14696 members 
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	Iteration 150Q: 3 clusters Score -4719613 nChanged 34
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Mstep: Class 2 contains 14752 members 
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	Iteration 152Q: 3 clusters Score -4719623 nChanged 34
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	Iteration 153Q: 3 clusters Score -4719622 nChanged 32
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Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 14816 members 
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	Iteration 154Q: 3 clusters Score -4719635 nChanged 30
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Mstep: Class 2 contains 14846 members 
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	Iteration 156Q: 3 clusters Score -4719612 nChanged 30
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	Iteration 157Q: 3 clusters Score -4719616 nChanged 28
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	Iteration 158Q: 3 clusters Score -4719614 nChanged 27
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	Iteration 159Q: 3 clusters Score -4719610 nChanged 31
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	Iteration 160F: 3 clusters Score -4719615 nChanged 37
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	Iteration 161Q: 3 clusters Score -4719628 nChanged 34
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	Iteration 162Q: 3 clusters Score -4719628 nChanged 36
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	Iteration 163Q: 3 clusters Score -4719630 nChanged 30
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	Iteration 164Q: 3 clusters Score -4719633 nChanged 20
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	Iteration 165Q: 3 clusters Score -4719640 nChanged 25
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	Iteration 166Q: 3 clusters Score -4719637 nChanged 20
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	Iteration 168Q: 3 clusters Score -4719623 nChanged 18
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	Iteration 169Q: 3 clusters Score -4719630 nChanged 25
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	Iteration 170Q: 3 clusters Score -4719638 nChanged 24
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	Iteration 171Q: 3 clusters Score -4719633 nChanged 22
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	Iteration 172Q: 3 clusters Score -4719635 nChanged 24
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	Iteration 173Q: 3 clusters Score -4719637 nChanged 20
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	Iteration 175Q: 3 clusters Score -4719646 nChanged 26
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	Iteration 177Q: 3 clusters Score -4719641 nChanged 42
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	Iteration 179Q: 3 clusters Score -4719651 nChanged 40
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	Iteration 180F: 3 clusters Score -4719650 nChanged 33
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	Iteration 181Q: 3 clusters Score -4719668 nChanged 24
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	Iteration 182Q: 3 clusters Score -4719666 nChanged 24
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	Iteration 183Q: 3 clusters Score -4719668 nChanged 24
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	Iteration 187Q: 3 clusters Score -4719669 nChanged 36
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	Iteration 189Q: 3 clusters Score -4719682 nChanged 37
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	Iteration 193Q: 3 clusters Score -4719690 nChanged 54
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	Iteration 194Q: 3 clusters Score -4719686 nChanged 58
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	Iteration 195Q: 3 clusters Score -4719687 nChanged 58
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	Iteration 196Q: 3 clusters Score -4719688 nChanged 54
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	Iteration 197Q: 3 clusters Score -4719668 nChanged 60
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	Iteration 198Q: 3 clusters Score -4719692 nChanged 60
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	Iteration 199Q: 3 clusters Score -4719697 nChanged 52
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	Iteration 200F: 3 clusters Score -4719706 nChanged 57
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Mstep: Class 1 contains 24995 members 
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	Iteration 201Q: 3 clusters Score -4719695 nChanged 63
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	Iteration 202Q: 3 clusters Score -4719706 nChanged 56
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	Iteration 203Q: 3 clusters Score -4719703 nChanged 65
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	Iteration 204Q: 3 clusters Score -4719708 nChanged 74
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	Iteration 205Q: 3 clusters Score -4719723 nChanged 70
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	Iteration 206Q: 3 clusters Score -4719716 nChanged 79
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	Iteration 207Q: 3 clusters Score -4719706 nChanged 77
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	Iteration 208Q: 3 clusters Score -4719720 nChanged 79
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	Iteration 209Q: 3 clusters Score -4719733 nChanged 77
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	Iteration 210Q: 3 clusters Score -4719744 nChanged 78
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	Iteration 211Q: 3 clusters Score -4719744 nChanged 96
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	Iteration 212Q: 3 clusters Score -4719748 nChanged 105
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	Iteration 213Q: 3 clusters Score -4719768 nChanged 81
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	Iteration 214Q: 3 clusters Score -4719790 nChanged 86
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	Iteration 215Q: 3 clusters Score -4719788 nChanged 61
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	Iteration 216Q: 3 clusters Score -4719802 nChanged 47
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	Iteration 217Q: 3 clusters Score -4719800 nChanged 64
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	Iteration 218Q: 3 clusters Score -4719803 nChanged 65
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	Iteration 219Q: 3 clusters Score -4719825 nChanged 57
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	Iteration 220F: 3 clusters Score -4719831 nChanged 51
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	Iteration 221Q: 3 clusters Score -4719821 nChanged 46
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	Iteration 222Q: 3 clusters Score -4719828 nChanged 37
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	Iteration 223Q: 3 clusters Score -4719830 nChanged 41
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	Iteration 224Q: 3 clusters Score -4719840 nChanged 45
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	Iteration 225Q: 3 clusters Score -4719839 nChanged 35
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	Iteration 227Q: 3 clusters Score -4719830 nChanged 36
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	Iteration 229Q: 3 clusters Score -4719834 nChanged 36
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	Iteration 231Q: 3 clusters Score -4719833 nChanged 33
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	Iteration 232Q: 3 clusters Score -4719834 nChanged 32
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	Iteration 233Q: 3 clusters Score -4719838 nChanged 33
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	Iteration 234Q: 3 clusters Score -4719832 nChanged 37
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	Iteration 236Q: 3 clusters Score -4719847 nChanged 26
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	Iteration 238Q: 3 clusters Score -4719855 nChanged 27
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	Iteration 239Q: 3 clusters Score -4719861 nChanged 29
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	Iteration 240F: 3 clusters Score -4719856 nChanged 28
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	Iteration 241Q: 3 clusters Score -4719846 nChanged 28
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	Iteration 242Q: 3 clusters Score -4719864 nChanged 27
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	Iteration 243Q: 3 clusters Score -4719870 nChanged 25
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Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4719856 nChanged 25
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Mstep: Class 2 contains 18636 members 
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	Iteration 245Q: 3 clusters Score -4719862 nChanged 22
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Mstep: Class 2 contains 18656 members 
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	Iteration 246Q: 3 clusters Score -4719865 nChanged 22
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Mstep: Class 2 contains 18678 members 
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	Iteration 247Q: 3 clusters Score -4719856 nChanged 25
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Mstep: Class 2 contains 18703 members 
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	Iteration 248Q: 3 clusters Score -4719853 nChanged 49
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	Iteration 249Q: 3 clusters Score -4719872 nChanged 47
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	Iteration 250Q: 3 clusters Score -4719879 nChanged 37
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	Iteration 251Q: 3 clusters Score -4719860 nChanged 33
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	Iteration 252Q: 3 clusters Score -4719870 nChanged 35
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	Iteration 253Q: 3 clusters Score -4719866 nChanged 39
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	Iteration 254Q: 3 clusters Score -4719859 nChanged 49
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	Iteration 255Q: 3 clusters Score -4719860 nChanged 53
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	Iteration 256Q: 3 clusters Score -4719866 nChanged 48
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	Iteration 257Q: 3 clusters Score -4719871 nChanged 48
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	Iteration 258Q: 3 clusters Score -4719883 nChanged 56
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	Iteration 259Q: 3 clusters Score -4719885 nChanged 46
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	Iteration 260F: 3 clusters Score -4719904 nChanged 40
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	Iteration 261Q: 3 clusters Score -4719898 nChanged 39
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	Iteration 262Q: 3 clusters Score -4719889 nChanged 43
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	Iteration 263Q: 3 clusters Score -4719892 nChanged 45
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	Iteration 264Q: 3 clusters Score -4719883 nChanged 50
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	Iteration 265Q: 3 clusters Score -4719888 nChanged 38
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	Iteration 266Q: 3 clusters Score -4719892 nChanged 37
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	Iteration 267Q: 3 clusters Score -4719889 nChanged 32
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	Iteration 268Q: 3 clusters Score -4719904 nChanged 27
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	Iteration 270Q: 3 clusters Score -4719918 nChanged 24
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	Iteration 271Q: 3 clusters Score -4719907 nChanged 18
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	Iteration 272Q: 3 clusters Score -4719908 nChanged 19
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	Iteration 273Q: 3 clusters Score -4719908 nChanged 22
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	Iteration 274Q: 3 clusters Score -4719918 nChanged 21
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	Iteration 275Q: 3 clusters Score -4719918 nChanged 24
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	Iteration 276Q: 3 clusters Score -4719917 nChanged 25
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	Iteration 277Q: 3 clusters Score -4719918 nChanged 29
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	Iteration 278Q: 3 clusters Score -4719918 nChanged 34
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	Iteration 279Q: 3 clusters Score -4719920 nChanged 36
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	Iteration 280F: 3 clusters Score -4719922 nChanged 40
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	Iteration 281Q: 3 clusters Score -4719934 nChanged 33
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	Iteration 282Q: 3 clusters Score -4719934 nChanged 24
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	Iteration 284Q: 3 clusters Score -4719940 nChanged 28
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	Iteration 285Q: 3 clusters Score -4719940 nChanged 29
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	Iteration 286Q: 3 clusters Score -4719948 nChanged 32
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	Iteration 287Q: 3 clusters Score -4719945 nChanged 27
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	Iteration 288Q: 3 clusters Score -4719942 nChanged 30
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	Iteration 289Q: 3 clusters Score -4719941 nChanged 32
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	Iteration 290Q: 3 clusters Score -4719948 nChanged 33
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	Iteration 291Q: 3 clusters Score -4719946 nChanged 44
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	Iteration 292Q: 3 clusters Score -4719955 nChanged 33
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	Iteration 293Q: 3 clusters Score -4719951 nChanged 37
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	Iteration 294Q: 3 clusters Score -4719961 nChanged 35
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	Iteration 295Q: 3 clusters Score -4719962 nChanged 28
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	Iteration 296Q: 3 clusters Score -4719956 nChanged 35
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	Iteration 297Q: 3 clusters Score -4719972 nChanged 42
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	Iteration 298Q: 3 clusters Score -4719968 nChanged 45
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	Iteration 299Q: 3 clusters Score -4719976 nChanged 41
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	Iteration 300F: 3 clusters Score -4719972 nChanged 31
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	Iteration 301Q: 3 clusters Score -4719980 nChanged 18
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	Iteration 302Q: 3 clusters Score -4719982 nChanged 27
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	Iteration 303Q: 3 clusters Score -4719987 nChanged 23
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	Iteration 304Q: 3 clusters Score -4719985 nChanged 16
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	Iteration 305Q: 3 clusters Score -4719982 nChanged 14
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	Iteration 306Q: 3 clusters Score -4719980 nChanged 18
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	Iteration 307Q: 3 clusters Score -4719980 nChanged 21
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	Iteration 308Q: 3 clusters Score -4719980 nChanged 23
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	Iteration 309Q: 3 clusters Score -4719990 nChanged 26
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	Iteration 310Q: 3 clusters Score -4719992 nChanged 20
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	Iteration 311Q: 3 clusters Score -4719985 nChanged 23
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	Iteration 312Q: 3 clusters Score -4719995 nChanged 20
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	Iteration 313Q: 3 clusters Score -4719991 nChanged 16
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	Iteration 314Q: 3 clusters Score -4719994 nChanged 14
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	Iteration 315Q: 3 clusters Score -4719995 nChanged 15
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	Iteration 316Q: 3 clusters Score -4719985 nChanged 16
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	Iteration 317Q: 3 clusters Score -4719989 nChanged 15
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	Iteration 318Q: 3 clusters Score -4719990 nChanged 18
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	Iteration 319Q: 3 clusters Score -4719990 nChanged 22
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	Iteration 320F: 3 clusters Score -4719991 nChanged 14
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	Iteration 321Q: 3 clusters Score -4719992 nChanged 11
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	Iteration 322Q: 3 clusters Score -4719994 nChanged 11
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	Iteration 323Q: 3 clusters Score -4719998 nChanged 12
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	Iteration 324Q: 3 clusters Score -4719998 nChanged 13
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	Iteration 325Q: 3 clusters Score -4719996 nChanged 13
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	Iteration 326Q: 3 clusters Score -4719991 nChanged 15
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	Iteration 327Q: 3 clusters Score -4719980 nChanged 9
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	Iteration 328Q: 3 clusters Score -4719976 nChanged 16
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	Iteration 329Q: 3 clusters Score -4719979 nChanged 11
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	Iteration 330Q: 3 clusters Score -4719982 nChanged 12
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	Iteration 331Q: 3 clusters Score -4719983 nChanged 14
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	Iteration 332Q: 3 clusters Score -4719980 nChanged 11
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	Iteration 333Q: 3 clusters Score -4719984 nChanged 15
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	Iteration 334Q: 3 clusters Score -4719986 nChanged 14
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	Iteration 335Q: 3 clusters Score -4719984 nChanged 16
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	Iteration 336Q: 3 clusters Score -4719982 nChanged 15
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	Iteration 337Q: 3 clusters Score -4719984 nChanged 15
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Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4719985.000000 Penalty: 5273.700684
	Iteration 338Q: 3 clusters Score -4719985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4719980.500000 Penalty: 5273.700684
	Iteration 339Q: 3 clusters Score -4719980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4719975.500000 Penalty: 5273.700684
	Iteration 340F: 3 clusters Score -4719976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4719979.000000 Penalty: 5273.700684
	Iteration 341Q: 3 clusters Score -4719979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4719984.000000 Penalty: 5273.700684
	Iteration 342Q: 3 clusters Score -4719984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4719991.500000 Penalty: 5273.700684
	Iteration 343Q: 3 clusters Score -4719992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4719981.000000 Penalty: 5273.700684
	Iteration 344Q: 3 clusters Score -4719981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4719984.000000 Penalty: 5273.700684
	Iteration 345Q: 3 clusters Score -4719984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4719984.000000 Penalty: 5273.700684
	Iteration 346Q: 3 clusters Score -4719984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4719983.500000 Penalty: 5273.700684
	Iteration 347Q: 3 clusters Score -4719984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4719982.000000 Penalty: 5273.700684
	Iteration 348Q: 3 clusters Score -4719982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4719979.500000 Penalty: 5273.700684
	Iteration 349Q: 3 clusters Score -4719980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4719979.500000 Penalty: 5273.700684
	Iteration 350Q: 3 clusters Score -4719980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4719977.500000 Penalty: 5273.700684
	Iteration 351Q: 3 clusters Score -4719978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4719976.000000 Penalty: 5273.700684
	Iteration 352Q: 3 clusters Score -4719976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4719976.500000 Penalty: 5273.700684
	Iteration 353Q: 3 clusters Score -4719976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4719976.500000 Penalty: 5273.700684
	Iteration 354Q: 3 clusters Score -4719976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4719976.500000 Penalty: 5273.700684
	Iteration 355Q: 3 clusters Score -4719976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4719977.500000 Penalty: 5273.700684
	Iteration 356Q: 3 clusters Score -4719978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4719978.500000 Penalty: 5273.700684
	Iteration 357Q: 3 clusters Score -4719978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -4719975.000000 Penalty: 5273.700684
	Iteration 358Q: 3 clusters Score -4719975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4719974.000000 Penalty: 5273.700684
	Iteration 359Q: 3 clusters Score -4719974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4719976.500000 Penalty: 5273.700684
	Iteration 360F: 3 clusters Score -4719976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Entering Unmasked Estep 
Score: -20655862.000000 Penalty: 2994.935059
	Iteration 0F: 2 clusters Score -2.065586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -20538824.000000 Penalty: 5989.870117
	Iteration 0F: 3 clusters Score -2.053882e+07 nChanged 84433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -20588066.000000 Penalty: 5989.870117
	Iteration 1F: 3 clusters Score -2.058807e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -20589186.000000 Penalty: 5989.870117
	Iteration 2Q: 3 clusters Score -2.058919e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -20590620.000000 Penalty: 5989.870117
	Iteration 3Q: 3 clusters Score -2.059062e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -20592446.000000 Penalty: 5989.870117
	Iteration 4Q: 3 clusters Score -2.059245e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -20595178.000000 Penalty: 5989.870117
	Iteration 5Q: 3 clusters Score -2.059518e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -20600156.000000 Penalty: 5989.870117
	Iteration 6Q: 3 clusters Score -2.060016e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -20607088.000000 Penalty: 5989.870117
	Iteration 7F: 3 clusters Score -2.060709e+07 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -20615854.000000 Penalty: 5989.870117
	Iteration 8F: 3 clusters Score -2.061585e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -20623092.000000 Penalty: 5989.870117
	Iteration 9F: 3 clusters Score -2.062309e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -20626336.000000 Penalty: 5989.870117
	Iteration 10Q: 3 clusters Score -2.062634e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -20627674.000000 Penalty: 5989.870117
	Iteration 11Q: 3 clusters Score -2.062767e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -20628592.000000 Penalty: 5989.870117
	Iteration 12Q: 3 clusters Score -2.062859e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -20629326.000000 Penalty: 5989.870117
	Iteration 13Q: 3 clusters Score -2.062933e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -20630198.000000 Penalty: 5989.870117
	Iteration 14Q: 3 clusters Score -2.06302e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -20631076.000000 Penalty: 5989.870117
	Iteration 15Q: 3 clusters Score -2.063108e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -20632114.000000 Penalty: 5989.870117
	Iteration 16Q: 3 clusters Score -2.063211e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -20633242.000000 Penalty: 5989.870117
	Iteration 17Q: 3 clusters Score -2.063324e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110997 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -20634734.000000 Penalty: 5989.870117
	Iteration 18Q: 3 clusters Score -2.063473e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114069 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -20636182.000000 Penalty: 5989.870117
	Iteration 19Q: 3 clusters Score -2.063618e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -20637898.000000 Penalty: 5989.870117
	Iteration 20F: 3 clusters Score -2.06379e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -20639398.000000 Penalty: 5989.870117
	Iteration 21Q: 3 clusters Score -2.06394e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -20641036.000000 Penalty: 5989.870117
	Iteration 22Q: 3 clusters Score -2.064104e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -20642632.000000 Penalty: 5989.870117
	Iteration 23Q: 3 clusters Score -2.064263e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -20643940.000000 Penalty: 5989.870117
	Iteration 24Q: 3 clusters Score -2.064394e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132497 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -20645142.000000 Penalty: 5989.870117
	Iteration 25Q: 3 clusters Score -2.064514e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135099 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -20646354.000000 Penalty: 5989.870117
	Iteration 26Q: 3 clusters Score -2.064635e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -20647248.000000 Penalty: 5989.870117
	Iteration 27Q: 3 clusters Score -2.064725e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139786 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -20648054.000000 Penalty: 5989.870117
	Iteration 28Q: 3 clusters Score -2.064805e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -20648724.000000 Penalty: 5989.870117
	Iteration 29Q: 3 clusters Score -2.064872e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -20649358.000000 Penalty: 5989.870117
	Iteration 30Q: 3 clusters Score -2.064936e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -20649988.000000 Penalty: 5989.870117
	Iteration 31Q: 3 clusters Score -2.064999e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -20650358.000000 Penalty: 5989.870117
	Iteration 32Q: 3 clusters Score -2.065036e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -20650744.000000 Penalty: 5989.870117
	Iteration 33Q: 3 clusters Score -2.065074e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -20651036.000000 Penalty: 5989.870117
	Iteration 34Q: 3 clusters Score -2.065104e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150806 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -20651314.000000 Penalty: 5989.870117
	Iteration 35Q: 3 clusters Score -2.065131e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -20651602.000000 Penalty: 5989.870117
	Iteration 36Q: 3 clusters Score -2.06516e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -20651744.000000 Penalty: 5989.870117
	Iteration 37Q: 3 clusters Score -2.065174e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -20651860.000000 Penalty: 5989.870117
	Iteration 38Q: 3 clusters Score -2.065186e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154527 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -20652142.000000 Penalty: 5989.870117
	Iteration 39Q: 3 clusters Score -2.065214e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -20652194.000000 Penalty: 5989.870117
	Iteration 40F: 3 clusters Score -2.065219e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -20652314.000000 Penalty: 5989.870117
	Iteration 41Q: 3 clusters Score -2.065231e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156813 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -20652402.000000 Penalty: 5989.870117
	Iteration 42Q: 3 clusters Score -2.06524e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -20652516.000000 Penalty: 5989.870117
	Iteration 43Q: 3 clusters Score -2.065252e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158033 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -20652596.000000 Penalty: 5989.870117
	Iteration 44Q: 3 clusters Score -2.06526e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -20652680.000000 Penalty: 5989.870117
	Iteration 45Q: 3 clusters Score -2.065268e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159116 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -20652736.000000 Penalty: 5989.870117
	Iteration 46Q: 3 clusters Score -2.065274e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159608 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -20652842.000000 Penalty: 5989.870117
	Iteration 47Q: 3 clusters Score -2.065284e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -20652852.000000 Penalty: 5989.870117
	Iteration 48Q: 3 clusters Score -2.065285e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -20652948.000000 Penalty: 5989.870117
	Iteration 49Q: 3 clusters Score -2.065295e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161029 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -20652958.000000 Penalty: 5989.870117
	Iteration 50Q: 3 clusters Score -2.065296e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -20652998.000000 Penalty: 5989.870117
	Iteration 51Q: 3 clusters Score -2.0653e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -20653078.000000 Penalty: 5989.870117
	Iteration 52Q: 3 clusters Score -2.065308e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -20653088.000000 Penalty: 5989.870117
	Iteration 53Q: 3 clusters Score -2.065309e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -20653144.000000 Penalty: 5989.870117
	Iteration 54Q: 3 clusters Score -2.065314e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -20653198.000000 Penalty: 5989.870117
	Iteration 55Q: 3 clusters Score -2.06532e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -20653276.000000 Penalty: 5989.870117
	Iteration 56Q: 3 clusters Score -2.065328e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -20653320.000000 Penalty: 5989.870117
	Iteration 57Q: 3 clusters Score -2.065332e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -20653356.000000 Penalty: 5989.870117
	Iteration 58Q: 3 clusters Score -2.065336e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -20653418.000000 Penalty: 5989.870117
	Iteration 59Q: 3 clusters Score -2.065342e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -20653442.000000 Penalty: 5989.870117
	Iteration 60F: 3 clusters Score -2.065344e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -20653430.000000 Penalty: 5989.870117
	Iteration 61Q: 3 clusters Score -2.065343e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164554 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -20653472.000000 Penalty: 5989.870117
	Iteration 62Q: 3 clusters Score -2.065347e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -20653486.000000 Penalty: 5989.870117
	Iteration 63Q: 3 clusters Score -2.065349e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -20653460.000000 Penalty: 5989.870117
	Iteration 64Q: 3 clusters Score -2.065346e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -20653520.000000 Penalty: 5989.870117
	Iteration 65Q: 3 clusters Score -2.065352e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -20653476.000000 Penalty: 5989.870117
	Iteration 66Q: 3 clusters Score -2.065348e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -20653516.000000 Penalty: 5989.870117
	Iteration 67Q: 3 clusters Score -2.065352e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -20653508.000000 Penalty: 5989.870117
	Iteration 68Q: 3 clusters Score -2.065351e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -20653538.000000 Penalty: 5989.870117
	Iteration 69Q: 3 clusters Score -2.065354e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -20653540.000000 Penalty: 5989.870117
	Iteration 70Q: 3 clusters Score -2.065354e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165850 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -20653526.000000 Penalty: 5989.870117
	Iteration 71Q: 3 clusters Score -2.065353e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -20653524.000000 Penalty: 5989.870117
	Iteration 72Q: 3 clusters Score -2.065352e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -20653556.000000 Penalty: 5989.870117
	Iteration 73Q: 3 clusters Score -2.065356e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -20653550.000000 Penalty: 5989.870117
	Iteration 74Q: 3 clusters Score -2.065355e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -20653576.000000 Penalty: 5989.870117
	Iteration 75Q: 3 clusters Score -2.065358e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -20653568.000000 Penalty: 5989.870117
	Iteration 76Q: 3 clusters Score -2.065357e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -20653596.000000 Penalty: 5989.870117
	Iteration 77Q: 3 clusters Score -2.06536e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166497 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -20653552.000000 Penalty: 5989.870117
	Iteration 78Q: 3 clusters Score -2.065355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -20653532.000000 Penalty: 5989.870117
	Iteration 79Q: 3 clusters Score -2.065353e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -20653572.000000 Penalty: 5989.870117
	Iteration 80F: 3 clusters Score -2.065357e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -20653588.000000 Penalty: 5989.870117
	Iteration 81Q: 3 clusters Score -2.065359e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -20653614.000000 Penalty: 5989.870117
	Iteration 82Q: 3 clusters Score -2.065361e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -20653634.000000 Penalty: 5989.870117
	Iteration 83Q: 3 clusters Score -2.065363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -20653628.000000 Penalty: 5989.870117
	Iteration 84Q: 3 clusters Score -2.065363e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167071 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -20653618.000000 Penalty: 5989.870117
	Iteration 85Q: 3 clusters Score -2.065362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -20653618.000000 Penalty: 5989.870117
	Iteration 86Q: 3 clusters Score -2.065362e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -20653634.000000 Penalty: 5989.870117
	Iteration 87Q: 3 clusters Score -2.065363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -20653644.000000 Penalty: 5989.870117
	Iteration 88Q: 3 clusters Score -2.065364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -20653632.000000 Penalty: 5989.870117
	Iteration 89Q: 3 clusters Score -2.065363e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -20653630.000000 Penalty: 5989.870117
	Iteration 90Q: 3 clusters Score -2.065363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -20653638.000000 Penalty: 5989.870117
	Iteration 91Q: 3 clusters Score -2.065364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -20653642.000000 Penalty: 5989.870117
	Iteration 92Q: 3 clusters Score -2.065364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -20653640.000000 Penalty: 5989.870117
	Iteration 93Q: 3 clusters Score -2.065364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -20653640.000000 Penalty: 5989.870117
	Iteration 94Q: 3 clusters Score -2.065364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -20653614.000000 Penalty: 5989.870117
	Iteration 95Q: 3 clusters Score -2.065361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -20653632.000000 Penalty: 5989.870117
	Iteration 96Q: 3 clusters Score -2.065363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -20653634.000000 Penalty: 5989.870117
	Iteration 97Q: 3 clusters Score -2.065363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -20653624.000000 Penalty: 5989.870117
	Iteration 98Q: 3 clusters Score -2.065362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167658 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -20653618.000000 Penalty: 5989.870117
	Iteration 99Q: 3 clusters Score -2.065362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -20653604.000000 Penalty: 5989.870117
	Iteration 100F: 3 clusters Score -2.06536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -20653596.000000 Penalty: 5989.870117
	Iteration 101Q: 3 clusters Score -2.06536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -20653618.000000 Penalty: 5989.870117
	Iteration 102Q: 3 clusters Score -2.065362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -20653608.000000 Penalty: 5989.870117
	Iteration 103Q: 3 clusters Score -2.065361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167699 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -20653606.000000 Penalty: 5989.870117
	Iteration 104Q: 3 clusters Score -2.065361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -20653594.000000 Penalty: 5989.870117
	Iteration 105Q: 3 clusters Score -2.065359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -20653594.000000 Penalty: 5989.870117
	Iteration 106Q: 3 clusters Score -2.065359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -20653640.000000 Penalty: 5989.870117
	Iteration 107Q: 3 clusters Score -2.065364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -20653646.000000 Penalty: 5989.870117
	Iteration 108Q: 3 clusters Score -2.065365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -20653632.000000 Penalty: 5989.870117
	Iteration 109Q: 3 clusters Score -2.065363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -20653634.000000 Penalty: 5989.870117
	Iteration 110Q: 3 clusters Score -2.065363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -20653650.000000 Penalty: 5989.870117
	Iteration 111Q: 3 clusters Score -2.065365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -20653652.000000 Penalty: 5989.870117
	Iteration 112Q: 3 clusters Score -2.065365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -20653644.000000 Penalty: 5989.870117
	Iteration 113Q: 3 clusters Score -2.065364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -20653634.000000 Penalty: 5989.870117
	Iteration 114Q: 3 clusters Score -2.065363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167864 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -20653640.000000 Penalty: 5989.870117
	Iteration 115Q: 3 clusters Score -2.065364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -20653628.000000 Penalty: 5989.870117
	Iteration 116Q: 3 clusters Score -2.065363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -20653618.000000 Penalty: 5989.870117
	Iteration 117Q: 3 clusters Score -2.065362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -20653580.000000 Penalty: 5989.870117
	Iteration 118Q: 3 clusters Score -2.065358e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -20653590.000000 Penalty: 5989.870117
	Iteration 119Q: 3 clusters Score -2.065359e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168005 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -20653596.000000 Penalty: 5989.870117
	Iteration 120F: 3 clusters Score -2.06536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168036 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -20653610.000000 Penalty: 5989.870117
	Iteration 121Q: 3 clusters Score -2.065361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -20653648.000000 Penalty: 5989.870117
	Iteration 122Q: 3 clusters Score -2.065365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -20653654.000000 Penalty: 5989.870117
	Iteration 123Q: 3 clusters Score -2.065365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -20653654.000000 Penalty: 5989.870117
	Iteration 124Q: 3 clusters Score -2.065365e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168153 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -20653668.000000 Penalty: 5989.870117
	Iteration 125Q: 3 clusters Score -2.065367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -20653672.000000 Penalty: 5989.870117
	Iteration 126Q: 3 clusters Score -2.065367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -20653668.000000 Penalty: 5989.870117
	Iteration 127Q: 3 clusters Score -2.065367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -20653672.000000 Penalty: 5989.870117
	Iteration 128Q: 3 clusters Score -2.065367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168193 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -20653670.000000 Penalty: 5989.870117
	Iteration 129Q: 3 clusters Score -2.065367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -20653690.000000 Penalty: 5989.870117
	Iteration 130Q: 3 clusters Score -2.065369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -20653690.000000 Penalty: 5989.870117
	Iteration 131Q: 3 clusters Score -2.065369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -20653686.000000 Penalty: 5989.870117
	Iteration 132Q: 3 clusters Score -2.065369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -20653686.000000 Penalty: 5989.870117
	Iteration 133Q: 3 clusters Score -2.065369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -20653668.000000 Penalty: 5989.870117
	Iteration 134Q: 3 clusters Score -2.065367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -20653682.000000 Penalty: 5989.870117
	Iteration 135Q: 3 clusters Score -2.065368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -20653678.000000 Penalty: 5989.870117
	Iteration 136Q: 3 clusters Score -2.065368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -20653678.000000 Penalty: 5989.870117
	Iteration 137F: 3 clusters Score -2.065368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -26722.111328 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -26722.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25600.066406 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -25600.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25748.125000 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -25748.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25778.785156 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -25778.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25797.447266 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -25797.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25805.486328 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -25805.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25815.083984 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -25815.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25815.083984 Penalty: 2787.718750
	Iteration 6F: 3 clusters Score -25815.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -408570.500000 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -408570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -404953.250000 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -404953.2 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -405654.187500 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -405654.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -405817.312500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -405817.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -405918.687500 Penalty: 4039.904541
	Iteration 3Q: 3 clusters Score -405918.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -405969.500000 Penalty: 4039.904541
	Iteration 4Q: 3 clusters Score -405969.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -406006.968750 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -406007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -406044.250000 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -406044.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -406072.218750 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -406072.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -406094.968750 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -406095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -406120.968750 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -406121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -406143.312500 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -406143.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -406161.843750 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -406161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -406173.843750 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -406173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406187.187500 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -406187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -406196.781250 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -406196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -406203.281250 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -406203.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -406210.281250 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -406210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406214.500000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -406214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -406218.312500 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -406218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406218.343750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -406218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -406218.062500 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -406218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406219.062500 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -406219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -406220.312500 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -406220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406220.562500 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -406220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -406220.562500 Penalty: 4039.904541
	Iteration 24F: 3 clusters Score -406220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (180907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Entering Unmasked Estep 
Score: -21500424.000000 Penalty: 3002.223145
	Iteration 0F: 2 clusters Score -2.150042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -21388832.000000 Penalty: 6004.446289
	Iteration 0F: 3 clusters Score -2.138883e+07 nChanged 86844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -21439408.000000 Penalty: 6004.446289
	Iteration 1F: 3 clusters Score -2.143941e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -21440790.000000 Penalty: 6004.446289
	Iteration 2Q: 3 clusters Score -2.144079e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -21443032.000000 Penalty: 6004.446289
	Iteration 3Q: 3 clusters Score -2.144303e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -21447806.000000 Penalty: 6004.446289
	Iteration 4F: 3 clusters Score -2.144781e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -21456718.000000 Penalty: 6004.446289
	Iteration 5F: 3 clusters Score -2.145672e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -21470804.000000 Penalty: 6004.446289
	Iteration 6F: 3 clusters Score -2.14708e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160901 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -21485794.000000 Penalty: 6004.446289
	Iteration 7F: 3 clusters Score -2.148579e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172410 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -21494076.000000 Penalty: 6004.446289
	Iteration 8F: 3 clusters Score -2.149408e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177834 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -21496684.000000 Penalty: 6004.446289
	Iteration 9Q: 3 clusters Score -2.149668e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179666 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -21497456.000000 Penalty: 6004.446289
	Iteration 10Q: 3 clusters Score -2.149746e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21497674.000000 Penalty: 6004.446289
	Iteration 11Q: 3 clusters Score -2.149767e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180415 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -21497738.000000 Penalty: 6004.446289
	Iteration 12Q: 3 clusters Score -2.149774e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180487 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21497780.000000 Penalty: 6004.446289
	Iteration 13Q: 3 clusters Score -2.149778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180525 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21497858.000000 Penalty: 6004.446289
	Iteration 14Q: 3 clusters Score -2.149786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21497886.000000 Penalty: 6004.446289
	Iteration 15Q: 3 clusters Score -2.149789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180557 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21497892.000000 Penalty: 6004.446289
	Iteration 16Q: 3 clusters Score -2.149789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180568 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21497900.000000 Penalty: 6004.446289
	Iteration 17Q: 3 clusters Score -2.14979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21497906.000000 Penalty: 6004.446289
	Iteration 18Q: 3 clusters Score -2.149791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21497908.000000 Penalty: 6004.446289
	Iteration 19Q: 3 clusters Score -2.149791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180581 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21497912.000000 Penalty: 6004.446289
	Iteration 20F: 3 clusters Score -2.149791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180585 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21497922.000000 Penalty: 6004.446289
	Iteration 21Q: 3 clusters Score -2.149792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21497928.000000 Penalty: 6004.446289
	Iteration 22Q: 3 clusters Score -2.149793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21497928.000000 Penalty: 6004.446289
	Iteration 23Q: 3 clusters Score -2.149793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21497928.000000 Penalty: 6004.446289
	Iteration 24Q: 3 clusters Score -2.149793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21497926.000000 Penalty: 6004.446289
	Iteration 25Q: 3 clusters Score -2.149793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21497930.000000 Penalty: 6004.446289
	Iteration 26Q: 3 clusters Score -2.149793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21497930.000000 Penalty: 6004.446289
	Iteration 27F: 3 clusters Score -2.149793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -242437.890625 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -242437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239782.453125 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -239782.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -240218.390625 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -240218.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -240323.375000 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -240323.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -240390.312500 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -240390.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -240434.109375 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -240434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -240460.125000 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -240460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -240472.781250 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -240472.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240485.671875 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -240485.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240496.921875 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -240496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -240506.218750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -240506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -240509.312500 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -240509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -240511.156250 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -240511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240514.593750 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -240514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -240519.328125 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -240519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -240523.562500 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -240523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -240524.093750 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -240524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -240524.812500 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -240524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -240526.000000 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -240526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -240526.687500 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -240526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -240528.312500 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -240528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240529.656250 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -240529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240530.687500 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -240530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240530.687500 Penalty: 3783.020508
	Iteration 22F: 3 clusters Score -240530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -325025.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -325025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321905.218750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -321905.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -322507.937500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -322507.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -322640.312500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -322640.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -322703.000000 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -322703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -322737.093750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -322737.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -322760.656250 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -322760.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -322781.937500 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -322781.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -322794.718750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -322794.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -322807.843750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -322807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322819.875000 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -322819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322828.187500 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -322828.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -322836.437500 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -322836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -322841.093750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -322841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -322847.593750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -322847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -322851.375000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -322851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -322854.562500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -322854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -322859.593750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -322859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -322864.000000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -322864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322865.468750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -322865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322866.500000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -322866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322866.500000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -322866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Entering Unmasked Estep 
Score: -19750404.000000 Penalty: 2982.223877
	Iteration 0F: 2 clusters Score -1.97504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -19641242.000000 Penalty: 5964.447754
	Iteration 0F: 3 clusters Score -1.964124e+07 nChanged 79875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -19687828.000000 Penalty: 5964.447754
	Iteration 1F: 3 clusters Score -1.968783e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -19688568.000000 Penalty: 5964.447754
	Iteration 2Q: 3 clusters Score -1.968857e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -19689412.000000 Penalty: 5964.447754
	Iteration 3Q: 3 clusters Score -1.968941e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -19690412.000000 Penalty: 5964.447754
	Iteration 4Q: 3 clusters Score -1.969041e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -19692022.000000 Penalty: 5964.447754
	Iteration 5Q: 3 clusters Score -1.969202e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -19694794.000000 Penalty: 5964.447754
	Iteration 6Q: 3 clusters Score -1.969479e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -19699686.000000 Penalty: 5964.447754
	Iteration 7F: 3 clusters Score -1.969969e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 122689 members 
Entering Unmasked Estep 
Score: -19708290.000000 Penalty: 5964.447754
	Iteration 8F: 3 clusters Score -1.970829e+07 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -19720548.000000 Penalty: 5964.447754
	Iteration 9F: 3 clusters Score -1.972055e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 150135 members 
Entering Unmasked Estep 
Score: -19733308.000000 Penalty: 5964.447754
	Iteration 10F: 3 clusters Score -1.973331e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -19742084.000000 Penalty: 5964.447754
	Iteration 11F: 3 clusters Score -1.974208e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -19745784.000000 Penalty: 5964.447754
	Iteration 12Q: 3 clusters Score -1.974578e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 165832 members 
Entering Unmasked Estep 
Score: -19747178.000000 Penalty: 5964.447754
	Iteration 13Q: 3 clusters Score -1.974718e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -19747548.000000 Penalty: 5964.447754
	Iteration 14Q: 3 clusters Score -1.974755e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166512 members 
Entering Unmasked Estep 
Score: -19747748.000000 Penalty: 5964.447754
	Iteration 15Q: 3 clusters Score -1.974775e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -19747778.000000 Penalty: 5964.447754
	Iteration 16Q: 3 clusters Score -1.974778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -19747788.000000 Penalty: 5964.447754
	Iteration 17Q: 3 clusters Score -1.974779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166614 members 
Entering Unmasked Estep 
Score: -19747814.000000 Penalty: 5964.447754
	Iteration 18Q: 3 clusters Score -1.974781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -19747826.000000 Penalty: 5964.447754
	Iteration 19Q: 3 clusters Score -1.974783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -19747818.000000 Penalty: 5964.447754
	Iteration 20F: 3 clusters Score -1.974782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -19747822.000000 Penalty: 5964.447754
	Iteration 21Q: 3 clusters Score -1.974782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 166635 members 
Entering Unmasked Estep 
Score: -19747826.000000 Penalty: 5964.447754
	Iteration 22Q: 3 clusters Score -1.974783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -19747830.000000 Penalty: 5964.447754
	Iteration 23Q: 3 clusters Score -1.974783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -19747842.000000 Penalty: 5964.447754
	Iteration 24Q: 3 clusters Score -1.974784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -19747854.000000 Penalty: 5964.447754
	Iteration 25Q: 3 clusters Score -1.974785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -19747852.000000 Penalty: 5964.447754
	Iteration 26Q: 3 clusters Score -1.974785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -19747852.000000 Penalty: 5964.447754
	Iteration 27F: 3 clusters Score -1.974785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -732031.437500 Penalty: 2165.811279
	Iteration 0F: 2 clusters Score -732031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -726791.187500 Penalty: 4331.622559
	Iteration 0F: 3 clusters Score -726791.2 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -728151.562500 Penalty: 4331.622559
	Iteration 1F: 3 clusters Score -728151.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -728454.312500 Penalty: 4331.622559
	Iteration 2F: 3 clusters Score -728454.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -728724.312500 Penalty: 4331.622559
	Iteration 3F: 3 clusters Score -728724.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -729040.625000 Penalty: 4331.622559
	Iteration 4F: 3 clusters Score -729040.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -729376.375000 Penalty: 4331.622559
	Iteration 5F: 3 clusters Score -729376.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -729677.687500 Penalty: 4331.622559
	Iteration 6F: 3 clusters Score -729677.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -729900.312500 Penalty: 4331.622559
	Iteration 7Q: 3 clusters Score -729900.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -730063.312500 Penalty: 4331.622559
	Iteration 8Q: 3 clusters Score -730063.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -730184.562500 Penalty: 4331.622559
	Iteration 9Q: 3 clusters Score -730184.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -730284.062500 Penalty: 4331.622559
	Iteration 10Q: 3 clusters Score -730284.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -730352.062500 Penalty: 4331.622559
	Iteration 11Q: 3 clusters Score -730352.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -730400.125000 Penalty: 4331.622559
	Iteration 12Q: 3 clusters Score -730400.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -730435.250000 Penalty: 4331.622559
	Iteration 13Q: 3 clusters Score -730435.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -730463.125000 Penalty: 4331.622559
	Iteration 14Q: 3 clusters Score -730463.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -730495.875000 Penalty: 4331.622559
	Iteration 15Q: 3 clusters Score -730495.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -730524.687500 Penalty: 4331.622559
	Iteration 16Q: 3 clusters Score -730524.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -730547.000000 Penalty: 4331.622559
	Iteration 17Q: 3 clusters Score -730547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -730567.750000 Penalty: 4331.622559
	Iteration 18Q: 3 clusters Score -730567.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -730581.250000 Penalty: 4331.622559
	Iteration 19Q: 3 clusters Score -730581.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -730597.687500 Penalty: 4331.622559
	Iteration 20F: 3 clusters Score -730597.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -730612.687500 Penalty: 4331.622559
	Iteration 21Q: 3 clusters Score -730612.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -730621.937500 Penalty: 4331.622559
	Iteration 22Q: 3 clusters Score -730621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -730632.750000 Penalty: 4331.622559
	Iteration 23Q: 3 clusters Score -730632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -730643.562500 Penalty: 4331.622559
	Iteration 24Q: 3 clusters Score -730643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -730654.125000 Penalty: 4331.622559
	Iteration 25Q: 3 clusters Score -730654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -730661.625000 Penalty: 4331.622559
	Iteration 26Q: 3 clusters Score -730661.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -730669.875000 Penalty: 4331.622559
	Iteration 27Q: 3 clusters Score -730669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -730671.812500 Penalty: 4331.622559
	Iteration 28Q: 3 clusters Score -730671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -730677.875000 Penalty: 4331.622559
	Iteration 29Q: 3 clusters Score -730677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -730683.812500 Penalty: 4331.622559
	Iteration 30Q: 3 clusters Score -730683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -730689.500000 Penalty: 4331.622559
	Iteration 31Q: 3 clusters Score -730689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -730691.375000 Penalty: 4331.622559
	Iteration 32Q: 3 clusters Score -730691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -730694.062500 Penalty: 4331.622559
	Iteration 33Q: 3 clusters Score -730694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -730698.312500 Penalty: 4331.622559
	Iteration 34Q: 3 clusters Score -730698.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -730699.062500 Penalty: 4331.622559
	Iteration 35Q: 3 clusters Score -730699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -730702.625000 Penalty: 4331.622559
	Iteration 36Q: 3 clusters Score -730702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -730704.375000 Penalty: 4331.622559
	Iteration 37Q: 3 clusters Score -730704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -730705.875000 Penalty: 4331.622559
	Iteration 38Q: 3 clusters Score -730705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -730708.250000 Penalty: 4331.622559
	Iteration 39Q: 3 clusters Score -730708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -730710.250000 Penalty: 4331.622559
	Iteration 40F: 3 clusters Score -730710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -730712.062500 Penalty: 4331.622559
	Iteration 41Q: 3 clusters Score -730712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -730713.750000 Penalty: 4331.622559
	Iteration 42Q: 3 clusters Score -730713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -730716.875000 Penalty: 4331.622559
	Iteration 43Q: 3 clusters Score -730716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -730716.500000 Penalty: 4331.622559
	Iteration 44Q: 3 clusters Score -730716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -730718.062500 Penalty: 4331.622559
	Iteration 45Q: 3 clusters Score -730718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -730718.312500 Penalty: 4331.622559
	Iteration 46Q: 3 clusters Score -730718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -730718.312500 Penalty: 4331.622559
	Iteration 47F: 3 clusters Score -730718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Entering Unmasked Estep 
Score: -6395724.000000 Penalty: 2700.727783
	Iteration 0F: 2 clusters Score -6395724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6359596.000000 Penalty: 5401.455566
	Iteration 0F: 3 clusters Score -6359596 nChanged 24830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -6373497.000000 Penalty: 5401.455566
	Iteration 1F: 3 clusters Score -6373497 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -6374080.000000 Penalty: 5401.455566
	Iteration 2Q: 3 clusters Score -6374080 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -6374562.500000 Penalty: 5401.455566
	Iteration 3Q: 3 clusters Score -6374562 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6375067.000000 Penalty: 5401.455566
	Iteration 4Q: 3 clusters Score -6375067 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -6375603.500000 Penalty: 5401.455566
	Iteration 5Q: 3 clusters Score -6375604 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -6376441.000000 Penalty: 5401.455566
	Iteration 6Q: 3 clusters Score -6376441 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6377755.000000 Penalty: 5401.455566
	Iteration 7Q: 3 clusters Score -6377755 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -6379840.000000 Penalty: 5401.455566
	Iteration 8F: 3 clusters Score -6379840 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -6382883.000000 Penalty: 5401.455566
	Iteration 9F: 3 clusters Score -6382883 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6386450.500000 Penalty: 5401.455566
	Iteration 10F: 3 clusters Score -6386450 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6389658.500000 Penalty: 5401.455566
	Iteration 11F: 3 clusters Score -6389658 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6391677.000000 Penalty: 5401.455566
	Iteration 12Q: 3 clusters Score -6391677 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -6392586.500000 Penalty: 5401.455566
	Iteration 13Q: 3 clusters Score -6392586 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -6392944.000000 Penalty: 5401.455566
	Iteration 14Q: 3 clusters Score -6392944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -6393121.000000 Penalty: 5401.455566
	Iteration 15Q: 3 clusters Score -6393121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -6393210.000000 Penalty: 5401.455566
	Iteration 16Q: 3 clusters Score -6393210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -6393264.500000 Penalty: 5401.455566
	Iteration 17Q: 3 clusters Score -6393264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6393290.000000 Penalty: 5401.455566
	Iteration 18Q: 3 clusters Score -6393290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -6393296.000000 Penalty: 5401.455566
	Iteration 19Q: 3 clusters Score -6393296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6393302.000000 Penalty: 5401.455566
	Iteration 20F: 3 clusters Score -6393302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -6393314.500000 Penalty: 5401.455566
	Iteration 21Q: 3 clusters Score -6393314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -6393319.000000 Penalty: 5401.455566
	Iteration 22Q: 3 clusters Score -6393319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -6393325.000000 Penalty: 5401.455566
	Iteration 23Q: 3 clusters Score -6393325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6393325.000000 Penalty: 5401.455566
	Iteration 24Q: 3 clusters Score -6393325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -6393321.000000 Penalty: 5401.455566
	Iteration 25Q: 3 clusters Score -6393321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6393324.000000 Penalty: 5401.455566
	Iteration 26Q: 3 clusters Score -6393324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -6393324.000000 Penalty: 5401.455566
	Iteration 27F: 3 clusters Score -6393324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -122936.203125 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -122936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120936.609375 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -120936.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121235.804688 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -121235.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121305.718750 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -121305.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121346.062500 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -121346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121366.031250 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -121366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121376.289062 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -121376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121382.843750 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -121382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121386.539062 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -121386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121390.453125 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -121390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121392.140625 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -121392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121392.960938 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -121393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121392.960938 Penalty: 3485.107666
	Iteration 11F: 3 clusters Score -121393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Entering Unmasked Estep 
Score: -18517542.000000 Penalty: 2967.307617
	Iteration 0F: 2 clusters Score -1.851754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -18412984.000000 Penalty: 5934.615234
	Iteration 0F: 3 clusters Score -1.841298e+07 nChanged 75195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -18457068.000000 Penalty: 5934.615234
	Iteration 1F: 3 clusters Score -1.845707e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -18458920.000000 Penalty: 5934.615234
	Iteration 2Q: 3 clusters Score -1.845892e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -18461406.000000 Penalty: 5934.615234
	Iteration 3Q: 3 clusters Score -1.846141e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -18465334.000000 Penalty: 5934.615234
	Iteration 4Q: 3 clusters Score -1.846533e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -18470896.000000 Penalty: 5934.615234
	Iteration 5F: 3 clusters Score -1.84709e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -18478266.000000 Penalty: 5934.615234
	Iteration 6F: 3 clusters Score -1.847827e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -18486614.000000 Penalty: 5934.615234
	Iteration 7F: 3 clusters Score -1.848661e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -18492268.000000 Penalty: 5934.615234
	Iteration 8F: 3 clusters Score -1.849227e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -18494766.000000 Penalty: 5934.615234
	Iteration 9Q: 3 clusters Score -1.849477e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -18495904.000000 Penalty: 5934.615234
	Iteration 10Q: 3 clusters Score -1.84959e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -18496596.000000 Penalty: 5934.615234
	Iteration 11Q: 3 clusters Score -1.84966e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -18497310.000000 Penalty: 5934.615234
	Iteration 12Q: 3 clusters Score -1.849731e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -18497788.000000 Penalty: 5934.615234
	Iteration 13Q: 3 clusters Score -1.849779e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -18498656.000000 Penalty: 5934.615234
	Iteration 14Q: 3 clusters Score -1.849866e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -18499614.000000 Penalty: 5934.615234
	Iteration 15Q: 3 clusters Score -1.849961e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -18500462.000000 Penalty: 5934.615234
	Iteration 16Q: 3 clusters Score -1.850046e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -18501426.000000 Penalty: 5934.615234
	Iteration 17Q: 3 clusters Score -1.850143e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -18502408.000000 Penalty: 5934.615234
	Iteration 18Q: 3 clusters Score -1.850241e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -18503404.000000 Penalty: 5934.615234
	Iteration 19Q: 3 clusters Score -1.85034e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -18504302.000000 Penalty: 5934.615234
	Iteration 20F: 3 clusters Score -1.85043e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -18505144.000000 Penalty: 5934.615234
	Iteration 21Q: 3 clusters Score -1.850514e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -18505796.000000 Penalty: 5934.615234
	Iteration 22Q: 3 clusters Score -1.85058e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123788 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -18506638.000000 Penalty: 5934.615234
	Iteration 23Q: 3 clusters Score -1.850664e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -18507304.000000 Penalty: 5934.615234
	Iteration 24Q: 3 clusters Score -1.85073e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128223 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -18507998.000000 Penalty: 5934.615234
	Iteration 25Q: 3 clusters Score -1.8508e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130272 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -18508622.000000 Penalty: 5934.615234
	Iteration 26Q: 3 clusters Score -1.850862e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132280 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -18509276.000000 Penalty: 5934.615234
	Iteration 27Q: 3 clusters Score -1.850928e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -18509830.000000 Penalty: 5934.615234
	Iteration 28Q: 3 clusters Score -1.850983e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -18510526.000000 Penalty: 5934.615234
	Iteration 29Q: 3 clusters Score -1.851053e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137929 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -18511072.000000 Penalty: 5934.615234
	Iteration 30Q: 3 clusters Score -1.851107e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -18511574.000000 Penalty: 5934.615234
	Iteration 31Q: 3 clusters Score -1.851157e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141253 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -18512026.000000 Penalty: 5934.615234
	Iteration 32Q: 3 clusters Score -1.851203e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -18512552.000000 Penalty: 5934.615234
	Iteration 33Q: 3 clusters Score -1.851255e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144053 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -18512880.000000 Penalty: 5934.615234
	Iteration 34Q: 3 clusters Score -1.851288e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145306 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -18513346.000000 Penalty: 5934.615234
	Iteration 35Q: 3 clusters Score -1.851335e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146451 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -18513740.000000 Penalty: 5934.615234
	Iteration 36Q: 3 clusters Score -1.851374e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147504 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -18514042.000000 Penalty: 5934.615234
	Iteration 37Q: 3 clusters Score -1.851404e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148453 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -18514298.000000 Penalty: 5934.615234
	Iteration 38Q: 3 clusters Score -1.85143e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -18514586.000000 Penalty: 5934.615234
	Iteration 39Q: 3 clusters Score -1.851459e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -18514836.000000 Penalty: 5934.615234
	Iteration 40F: 3 clusters Score -1.851484e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -18515070.000000 Penalty: 5934.615234
	Iteration 41Q: 3 clusters Score -1.851507e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -18515186.000000 Penalty: 5934.615234
	Iteration 42Q: 3 clusters Score -1.851519e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151871 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18515306.000000 Penalty: 5934.615234
	Iteration 43Q: 3 clusters Score -1.851531e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -18515398.000000 Penalty: 5934.615234
	Iteration 44Q: 3 clusters Score -1.85154e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -18515474.000000 Penalty: 5934.615234
	Iteration 45Q: 3 clusters Score -1.851547e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -18515496.000000 Penalty: 5934.615234
	Iteration 46Q: 3 clusters Score -1.85155e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -18515532.000000 Penalty: 5934.615234
	Iteration 47Q: 3 clusters Score -1.851553e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -18515612.000000 Penalty: 5934.615234
	Iteration 48Q: 3 clusters Score -1.851561e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18515642.000000 Penalty: 5934.615234
	Iteration 49Q: 3 clusters Score -1.851564e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -18515672.000000 Penalty: 5934.615234
	Iteration 50Q: 3 clusters Score -1.851567e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18515750.000000 Penalty: 5934.615234
	Iteration 51Q: 3 clusters Score -1.851575e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154171 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -18515784.000000 Penalty: 5934.615234
	Iteration 52Q: 3 clusters Score -1.851578e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -18515826.000000 Penalty: 5934.615234
	Iteration 53Q: 3 clusters Score -1.851583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -18515816.000000 Penalty: 5934.615234
	Iteration 54Q: 3 clusters Score -1.851582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18515856.000000 Penalty: 5934.615234
	Iteration 55Q: 3 clusters Score -1.851586e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -18515876.000000 Penalty: 5934.615234
	Iteration 56Q: 3 clusters Score -1.851588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -18515860.000000 Penalty: 5934.615234
	Iteration 57Q: 3 clusters Score -1.851586e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -18515844.000000 Penalty: 5934.615234
	Iteration 58Q: 3 clusters Score -1.851584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154643 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18515826.000000 Penalty: 5934.615234
	Iteration 59Q: 3 clusters Score -1.851583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -18515846.000000 Penalty: 5934.615234
	Iteration 60F: 3 clusters Score -1.851585e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -18515854.000000 Penalty: 5934.615234
	Iteration 61Q: 3 clusters Score -1.851585e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -18515866.000000 Penalty: 5934.615234
	Iteration 62Q: 3 clusters Score -1.851587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -18515874.000000 Penalty: 5934.615234
	Iteration 63Q: 3 clusters Score -1.851587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -18515874.000000 Penalty: 5934.615234
	Iteration 64Q: 3 clusters Score -1.851587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -18515860.000000 Penalty: 5934.615234
	Iteration 65Q: 3 clusters Score -1.851586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -18515838.000000 Penalty: 5934.615234
	Iteration 66Q: 3 clusters Score -1.851584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154873 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -18515860.000000 Penalty: 5934.615234
	Iteration 67Q: 3 clusters Score -1.851586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -18515884.000000 Penalty: 5934.615234
	Iteration 68Q: 3 clusters Score -1.851588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -18515886.000000 Penalty: 5934.615234
	Iteration 69Q: 3 clusters Score -1.851589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18515890.000000 Penalty: 5934.615234
	Iteration 70Q: 3 clusters Score -1.851589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -18515924.000000 Penalty: 5934.615234
	Iteration 71Q: 3 clusters Score -1.851592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18515898.000000 Penalty: 5934.615234
	Iteration 72Q: 3 clusters Score -1.85159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18515894.000000 Penalty: 5934.615234
	Iteration 73Q: 3 clusters Score -1.851589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18515910.000000 Penalty: 5934.615234
	Iteration 74Q: 3 clusters Score -1.851591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18515912.000000 Penalty: 5934.615234
	Iteration 75Q: 3 clusters Score -1.851591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -18515916.000000 Penalty: 5934.615234
	Iteration 76Q: 3 clusters Score -1.851592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18515914.000000 Penalty: 5934.615234
	Iteration 77Q: 3 clusters Score -1.851591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154987 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -18515918.000000 Penalty: 5934.615234
	Iteration 78Q: 3 clusters Score -1.851592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18515916.000000 Penalty: 5934.615234
	Iteration 79Q: 3 clusters Score -1.851592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18515916.000000 Penalty: 5934.615234
	Iteration 80F: 3 clusters Score -1.851592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Entering Unmasked Estep 
Score: -6829039.000000 Penalty: 2719.183594
	Iteration 0F: 2 clusters Score -6829039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6790332.500000 Penalty: 5438.367188
	Iteration 0F: 3 clusters Score -6790332 nChanged 26860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -6805760.000000 Penalty: 5438.367188
	Iteration 1F: 3 clusters Score -6805760 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -6807026.000000 Penalty: 5438.367188
	Iteration 2Q: 3 clusters Score -6807026 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6808734.000000 Penalty: 5438.367188
	Iteration 3F: 3 clusters Score -6808734 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6810858.000000 Penalty: 5438.367188
	Iteration 4F: 3 clusters Score -6810858 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -6812877.500000 Penalty: 5438.367188
	Iteration 5F: 3 clusters Score -6812878 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6814690.500000 Penalty: 5438.367188
	Iteration 6F: 3 clusters Score -6814690 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6816127.000000 Penalty: 5438.367188
	Iteration 7F: 3 clusters Score -6816127 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -6817165.000000 Penalty: 5438.367188
	Iteration 8Q: 3 clusters Score -6817165 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6817841.000000 Penalty: 5438.367188
	Iteration 9Q: 3 clusters Score -6817841 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6818368.500000 Penalty: 5438.367188
	Iteration 10Q: 3 clusters Score -6818368 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -6818863.000000 Penalty: 5438.367188
	Iteration 11Q: 3 clusters Score -6818863 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -6819412.500000 Penalty: 5438.367188
	Iteration 12Q: 3 clusters Score -6819412 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6820112.500000 Penalty: 5438.367188
	Iteration 13Q: 3 clusters Score -6820112 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -6820869.000000 Penalty: 5438.367188
	Iteration 14Q: 3 clusters Score -6820869 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -6821779.000000 Penalty: 5438.367188
	Iteration 15Q: 3 clusters Score -6821779 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -6822754.500000 Penalty: 5438.367188
	Iteration 16Q: 3 clusters Score -6822754 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -6823722.500000 Penalty: 5438.367188
	Iteration 17Q: 3 clusters Score -6823722 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -6824672.000000 Penalty: 5438.367188
	Iteration 18Q: 3 clusters Score -6824672 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -6825444.500000 Penalty: 5438.367188
	Iteration 19Q: 3 clusters Score -6825444 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -6826037.500000 Penalty: 5438.367188
	Iteration 20F: 3 clusters Score -6826038 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -6826513.000000 Penalty: 5438.367188
	Iteration 21Q: 3 clusters Score -6826513 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -6826818.000000 Penalty: 5438.367188
	Iteration 22Q: 3 clusters Score -6826818 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -6827018.000000 Penalty: 5438.367188
	Iteration 23Q: 3 clusters Score -6827018 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6827160.500000 Penalty: 5438.367188
	Iteration 24Q: 3 clusters Score -6827160 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6827256.500000 Penalty: 5438.367188
	Iteration 25Q: 3 clusters Score -6827256 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6827354.500000 Penalty: 5438.367188
	Iteration 26Q: 3 clusters Score -6827354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6827414.000000 Penalty: 5438.367188
	Iteration 27Q: 3 clusters Score -6827414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6827470.000000 Penalty: 5438.367188
	Iteration 28Q: 3 clusters Score -6827470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6827522.000000 Penalty: 5438.367188
	Iteration 29Q: 3 clusters Score -6827522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6827542.000000 Penalty: 5438.367188
	Iteration 30Q: 3 clusters Score -6827542 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6827585.000000 Penalty: 5438.367188
	Iteration 31Q: 3 clusters Score -6827585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6827603.500000 Penalty: 5438.367188
	Iteration 32Q: 3 clusters Score -6827604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6827626.000000 Penalty: 5438.367188
	Iteration 33Q: 3 clusters Score -6827626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6827639.500000 Penalty: 5438.367188
	Iteration 34Q: 3 clusters Score -6827640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6827674.000000 Penalty: 5438.367188
	Iteration 35Q: 3 clusters Score -6827674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6827690.500000 Penalty: 5438.367188
	Iteration 36Q: 3 clusters Score -6827690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6827736.000000 Penalty: 5438.367188
	Iteration 37Q: 3 clusters Score -6827736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6827751.500000 Penalty: 5438.367188
	Iteration 38Q: 3 clusters Score -6827752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6827794.500000 Penalty: 5438.367188
	Iteration 39Q: 3 clusters Score -6827794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6827821.500000 Penalty: 5438.367188
	Iteration 40F: 3 clusters Score -6827822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6827877.000000 Penalty: 5438.367188
	Iteration 41Q: 3 clusters Score -6827877 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6827949.000000 Penalty: 5438.367188
	Iteration 42Q: 3 clusters Score -6827949 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6828039.500000 Penalty: 5438.367188
	Iteration 43Q: 3 clusters Score -6828040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6828105.000000 Penalty: 5438.367188
	Iteration 44Q: 3 clusters Score -6828105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6828180.500000 Penalty: 5438.367188
	Iteration 45Q: 3 clusters Score -6828180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6828248.000000 Penalty: 5438.367188
	Iteration 46Q: 3 clusters Score -6828248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6828287.000000 Penalty: 5438.367188
	Iteration 47Q: 3 clusters Score -6828287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6828321.500000 Penalty: 5438.367188
	Iteration 48Q: 3 clusters Score -6828322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6828351.000000 Penalty: 5438.367188
	Iteration 49Q: 3 clusters Score -6828351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6828378.500000 Penalty: 5438.367188
	Iteration 50Q: 3 clusters Score -6828378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6828391.500000 Penalty: 5438.367188
	Iteration 51Q: 3 clusters Score -6828392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6828397.000000 Penalty: 5438.367188
	Iteration 52Q: 3 clusters Score -6828397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6828408.000000 Penalty: 5438.367188
	Iteration 53Q: 3 clusters Score -6828408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6828429.500000 Penalty: 5438.367188
	Iteration 54Q: 3 clusters Score -6828430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6828428.500000 Penalty: 5438.367188
	Iteration 55Q: 3 clusters Score -6828428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6828437.500000 Penalty: 5438.367188
	Iteration 56Q: 3 clusters Score -6828438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6828440.500000 Penalty: 5438.367188
	Iteration 57Q: 3 clusters Score -6828440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6828449.000000 Penalty: 5438.367188
	Iteration 58Q: 3 clusters Score -6828449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6828449.000000 Penalty: 5438.367188
	Iteration 59Q: 3 clusters Score -6828449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6828448.000000 Penalty: 5438.367188
	Iteration 60F: 3 clusters Score -6828448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6828453.000000 Penalty: 5438.367188
	Iteration 61Q: 3 clusters Score -6828453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6828454.000000 Penalty: 5438.367188
	Iteration 62Q: 3 clusters Score -6828454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6828460.500000 Penalty: 5438.367188
	Iteration 63Q: 3 clusters Score -6828460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6828456.500000 Penalty: 5438.367188
	Iteration 64Q: 3 clusters Score -6828456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6828458.000000 Penalty: 5438.367188
	Iteration 65Q: 3 clusters Score -6828458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6828457.000000 Penalty: 5438.367188
	Iteration 66Q: 3 clusters Score -6828457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6828456.500000 Penalty: 5438.367188
	Iteration 67Q: 3 clusters Score -6828456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6828467.000000 Penalty: 5438.367188
	Iteration 68Q: 3 clusters Score -6828467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6828462.500000 Penalty: 5438.367188
	Iteration 69Q: 3 clusters Score -6828462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6828471.500000 Penalty: 5438.367188
	Iteration 70Q: 3 clusters Score -6828472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6828467.000000 Penalty: 5438.367188
	Iteration 71Q: 3 clusters Score -6828467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6828472.000000 Penalty: 5438.367188
	Iteration 72Q: 3 clusters Score -6828472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6828472.000000 Penalty: 5438.367188
	Iteration 73F: 3 clusters Score -6828472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Entering Unmasked Estep 
Score: -9129365.000000 Penalty: 2789.655029
	Iteration 0F: 2 clusters Score -9129365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -9077687.000000 Penalty: 5579.310059
	Iteration 0F: 3 clusters Score -9077687 nChanged 36143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -9098503.000000 Penalty: 5579.310059
	Iteration 1F: 3 clusters Score -9098503 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -9099248.000000 Penalty: 5579.310059
	Iteration 2Q: 3 clusters Score -9099248 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -9100373.000000 Penalty: 5579.310059
	Iteration 3Q: 3 clusters Score -9100373 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -9102287.000000 Penalty: 5579.310059
	Iteration 4F: 3 clusters Score -9102287 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -9105722.000000 Penalty: 5579.310059
	Iteration 5F: 3 clusters Score -9105722 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -9111334.000000 Penalty: 5579.310059
	Iteration 6F: 3 clusters Score -9111334 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9118297.000000 Penalty: 5579.310059
	Iteration 7F: 3 clusters Score -9118297 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -9123615.000000 Penalty: 5579.310059
	Iteration 8F: 3 clusters Score -9123615 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -9125863.000000 Penalty: 5579.310059
	Iteration 9Q: 3 clusters Score -9125863 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -9126512.000000 Penalty: 5579.310059
	Iteration 10Q: 3 clusters Score -9126512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -9126716.000000 Penalty: 5579.310059
	Iteration 11Q: 3 clusters Score -9126716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -9126771.000000 Penalty: 5579.310059
	Iteration 12Q: 3 clusters Score -9126771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -9126809.000000 Penalty: 5579.310059
	Iteration 13Q: 3 clusters Score -9126809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -9126823.000000 Penalty: 5579.310059
	Iteration 14Q: 3 clusters Score -9126823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -9126836.000000 Penalty: 5579.310059
	Iteration 15Q: 3 clusters Score -9126836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -9126839.000000 Penalty: 5579.310059
	Iteration 16Q: 3 clusters Score -9126839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -9126846.000000 Penalty: 5579.310059
	Iteration 17Q: 3 clusters Score -9126846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -9126859.000000 Penalty: 5579.310059
	Iteration 18Q: 3 clusters Score -9126859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -9126868.000000 Penalty: 5579.310059
	Iteration 19Q: 3 clusters Score -9126868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -9126868.000000 Penalty: 5579.310059
	Iteration 20F: 3 clusters Score -9126868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Entering Unmasked Estep 
Score: -7586279.000000 Penalty: 2743.524658
	Iteration 0F: 2 clusters Score -7586279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -7543811.500000 Penalty: 5487.049316
	Iteration 0F: 3 clusters Score -7543812 nChanged 29478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -7560316.000000 Penalty: 5487.049316
	Iteration 1F: 3 clusters Score -7560316 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -7560919.000000 Penalty: 5487.049316
	Iteration 2Q: 3 clusters Score -7560919 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -7561500.000000 Penalty: 5487.049316
	Iteration 3Q: 3 clusters Score -7561500 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -7562136.500000 Penalty: 5487.049316
	Iteration 4Q: 3 clusters Score -7562136 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -7562723.500000 Penalty: 5487.049316
	Iteration 5Q: 3 clusters Score -7562724 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -7563363.500000 Penalty: 5487.049316
	Iteration 6Q: 3 clusters Score -7563364 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7564174.000000 Penalty: 5487.049316
	Iteration 7Q: 3 clusters Score -7564174 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7565312.000000 Penalty: 5487.049316
	Iteration 8Q: 3 clusters Score -7565312 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7567049.000000 Penalty: 5487.049316
	Iteration 9Q: 3 clusters Score -7567049 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -7569369.500000 Penalty: 5487.049316
	Iteration 10F: 3 clusters Score -7569370 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -7572325.000000 Penalty: 5487.049316
	Iteration 11F: 3 clusters Score -7572325 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -7575515.000000 Penalty: 5487.049316
	Iteration 12F: 3 clusters Score -7575515 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7578318.000000 Penalty: 5487.049316
	Iteration 13F: 3 clusters Score -7578318 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -7579938.000000 Penalty: 5487.049316
	Iteration 14Q: 3 clusters Score -7579938 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -7580712.500000 Penalty: 5487.049316
	Iteration 15Q: 3 clusters Score -7580712 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -7581240.500000 Penalty: 5487.049316
	Iteration 16Q: 3 clusters Score -7581240 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -7581589.000000 Penalty: 5487.049316
	Iteration 17Q: 3 clusters Score -7581589 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -7581905.500000 Penalty: 5487.049316
	Iteration 18Q: 3 clusters Score -7581906 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -7582129.000000 Penalty: 5487.049316
	Iteration 19Q: 3 clusters Score -7582129 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -7582345.000000 Penalty: 5487.049316
	Iteration 20F: 3 clusters Score -7582345 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7582500.000000 Penalty: 5487.049316
	Iteration 21Q: 3 clusters Score -7582500 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -7582722.000000 Penalty: 5487.049316
	Iteration 22Q: 3 clusters Score -7582722 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -7582874.500000 Penalty: 5487.049316
	Iteration 23Q: 3 clusters Score -7582874 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -7583068.500000 Penalty: 5487.049316
	Iteration 24Q: 3 clusters Score -7583068 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -7583207.500000 Penalty: 5487.049316
	Iteration 25Q: 3 clusters Score -7583208 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -7583341.000000 Penalty: 5487.049316
	Iteration 26Q: 3 clusters Score -7583341 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7583485.500000 Penalty: 5487.049316
	Iteration 27Q: 3 clusters Score -7583486 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -7583594.000000 Penalty: 5487.049316
	Iteration 28Q: 3 clusters Score -7583594 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -7583720.500000 Penalty: 5487.049316
	Iteration 29Q: 3 clusters Score -7583720 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -7583832.500000 Penalty: 5487.049316
	Iteration 30Q: 3 clusters Score -7583832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -7583935.000000 Penalty: 5487.049316
	Iteration 31Q: 3 clusters Score -7583935 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -7584023.000000 Penalty: 5487.049316
	Iteration 32Q: 3 clusters Score -7584023 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7584069.500000 Penalty: 5487.049316
	Iteration 33Q: 3 clusters Score -7584070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7584123.000000 Penalty: 5487.049316
	Iteration 34Q: 3 clusters Score -7584123 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -7584138.500000 Penalty: 5487.049316
	Iteration 35Q: 3 clusters Score -7584138 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -7584169.000000 Penalty: 5487.049316
	Iteration 36Q: 3 clusters Score -7584169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -7584209.000000 Penalty: 5487.049316
	Iteration 37Q: 3 clusters Score -7584209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7584234.500000 Penalty: 5487.049316
	Iteration 38Q: 3 clusters Score -7584234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7584253.000000 Penalty: 5487.049316
	Iteration 39Q: 3 clusters Score -7584253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7584278.000000 Penalty: 5487.049316
	Iteration 40F: 3 clusters Score -7584278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -7584318.000000 Penalty: 5487.049316
	Iteration 41Q: 3 clusters Score -7584318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -7584337.500000 Penalty: 5487.049316
	Iteration 42Q: 3 clusters Score -7584338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -7584340.500000 Penalty: 5487.049316
	Iteration 43Q: 3 clusters Score -7584340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7584366.000000 Penalty: 5487.049316
	Iteration 44Q: 3 clusters Score -7584366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -7584358.000000 Penalty: 5487.049316
	Iteration 45Q: 3 clusters Score -7584358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -7584388.500000 Penalty: 5487.049316
	Iteration 46Q: 3 clusters Score -7584388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -7584392.000000 Penalty: 5487.049316
	Iteration 47Q: 3 clusters Score -7584392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -7584396.000000 Penalty: 5487.049316
	Iteration 48Q: 3 clusters Score -7584396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -7584388.000000 Penalty: 5487.049316
	Iteration 49Q: 3 clusters Score -7584388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -7584399.500000 Penalty: 5487.049316
	Iteration 50Q: 3 clusters Score -7584400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -7584407.500000 Penalty: 5487.049316
	Iteration 51Q: 3 clusters Score -7584408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7584423.000000 Penalty: 5487.049316
	Iteration 52Q: 3 clusters Score -7584423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -7584430.000000 Penalty: 5487.049316
	Iteration 53Q: 3 clusters Score -7584430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -7584442.500000 Penalty: 5487.049316
	Iteration 54Q: 3 clusters Score -7584442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7584449.000000 Penalty: 5487.049316
	Iteration 55Q: 3 clusters Score -7584449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -7584433.000000 Penalty: 5487.049316
	Iteration 56Q: 3 clusters Score -7584433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -7584440.000000 Penalty: 5487.049316
	Iteration 57Q: 3 clusters Score -7584440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -7584440.500000 Penalty: 5487.049316
	Iteration 58Q: 3 clusters Score -7584440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -7584449.000000 Penalty: 5487.049316
	Iteration 59Q: 3 clusters Score -7584449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -7584460.000000 Penalty: 5487.049316
	Iteration 60F: 3 clusters Score -7584460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -7584459.000000 Penalty: 5487.049316
	Iteration 61Q: 3 clusters Score -7584459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -7584454.000000 Penalty: 5487.049316
	Iteration 62Q: 3 clusters Score -7584454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -7584465.000000 Penalty: 5487.049316
	Iteration 63Q: 3 clusters Score -7584465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -7584465.500000 Penalty: 5487.049316
	Iteration 64Q: 3 clusters Score -7584466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -7584468.000000 Penalty: 5487.049316
	Iteration 65Q: 3 clusters Score -7584468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7584484.000000 Penalty: 5487.049316
	Iteration 66Q: 3 clusters Score -7584484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -7584486.000000 Penalty: 5487.049316
	Iteration 67Q: 3 clusters Score -7584486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -7584490.500000 Penalty: 5487.049316
	Iteration 68Q: 3 clusters Score -7584490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -7584490.000000 Penalty: 5487.049316
	Iteration 69Q: 3 clusters Score -7584490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -7584492.000000 Penalty: 5487.049316
	Iteration 70Q: 3 clusters Score -7584492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -7584493.000000 Penalty: 5487.049316
	Iteration 71Q: 3 clusters Score -7584493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -7584484.500000 Penalty: 5487.049316
	Iteration 72Q: 3 clusters Score -7584484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -7584496.500000 Penalty: 5487.049316
	Iteration 73Q: 3 clusters Score -7584496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -7584497.000000 Penalty: 5487.049316
	Iteration 74Q: 3 clusters Score -7584497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -7584501.000000 Penalty: 5487.049316
	Iteration 75Q: 3 clusters Score -7584501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -7584498.000000 Penalty: 5487.049316
	Iteration 76Q: 3 clusters Score -7584498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -7584499.000000 Penalty: 5487.049316
	Iteration 77Q: 3 clusters Score -7584499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7584507.000000 Penalty: 5487.049316
	Iteration 78Q: 3 clusters Score -7584507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -7584508.000000 Penalty: 5487.049316
	Iteration 79Q: 3 clusters Score -7584508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -7584515.500000 Penalty: 5487.049316
	Iteration 80F: 3 clusters Score -7584516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -7584511.500000 Penalty: 5487.049316
	Iteration 81Q: 3 clusters Score -7584512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7584514.000000 Penalty: 5487.049316
	Iteration 82Q: 3 clusters Score -7584514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -7584513.000000 Penalty: 5487.049316
	Iteration 83Q: 3 clusters Score -7584513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -7584505.500000 Penalty: 5487.049316
	Iteration 84Q: 3 clusters Score -7584506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -7584507.500000 Penalty: 5487.049316
	Iteration 85Q: 3 clusters Score -7584508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -7584506.000000 Penalty: 5487.049316
	Iteration 86Q: 3 clusters Score -7584506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -7584506.000000 Penalty: 5487.049316
	Iteration 87F: 3 clusters Score -7584506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175668 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180907 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166891 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53639 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157149 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 61757.199219
Iteration 479Q: 19 clusters Score -1.180631e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175671 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180908 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166890 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157148 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76774 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 61757.199219
Iteration 480F: 19 clusters Score -1.180631e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175673 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180908 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166889 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157146 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76774 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 61757.199219
Iteration 481Q: 19 clusters Score -1.180631e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175676 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180908 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166888 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53637 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157145 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76774 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 61757.199219
Iteration 482Q: 19 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175678 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180909 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166887 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157143 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76775 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063064.000000 Penalty: 61757.199219
Iteration 483Q: 19 clusters Score -1.180631e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175681 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180909 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166889 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157140 members 
Mstep: Class 16 contains 57783 members 
Mstep: Class 17 contains 76774 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063040.000000 Penalty: 61757.199219
Iteration 484Q: 19 clusters Score -1.18063e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175686 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180909 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166891 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157134 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76773 members 
Mstep: Class 19 contains 63740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 61757.199219
Iteration 485Q: 19 clusters Score -1.180631e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175687 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180909 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166891 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76772 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063064.000000 Penalty: 61757.199219
Iteration 486Q: 19 clusters Score -1.180631e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175687 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180910 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166892 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157134 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76770 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 487Q: 19 clusters Score -1.180631e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41459 members 
Mstep: Class 5 contains 175684 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180911 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166895 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157134 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 488Q: 19 clusters Score -1.180631e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175686 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166894 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 489Q: 19 clusters Score -1.180631e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175688 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166892 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53636 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157132 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 490Q: 19 clusters Score -1.180631e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175689 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166892 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53635 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157132 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 491Q: 19 clusters Score -1.180631e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175690 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166892 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53633 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063128.000000 Penalty: 61757.199219
Iteration 492Q: 19 clusters Score -1.180631e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175690 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166893 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 61757.199219
Iteration 493Q: 19 clusters Score -1.180631e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175690 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166893 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53633 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157132 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 61757.199219
Iteration 494Q: 19 clusters Score -1.180631e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175690 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166893 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 61757.199219
Iteration 495Q: 19 clusters Score -1.180631e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175691 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166894 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53630 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157133 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 61757.199219
Iteration 496Q: 19 clusters Score -1.180631e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175691 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166894 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157132 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063152.000000 Penalty: 61757.199219
Iteration 497Q: 19 clusters Score -1.180632e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175691 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166895 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53630 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157132 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063160.000000 Penalty: 61757.199219
Iteration 498Q: 19 clusters Score -1.180632e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175692 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166898 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53627 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157131 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063160.000000 Penalty: 61757.199219
Iteration 499Q: 19 clusters Score -1.180632e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 175692 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 180912 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 166898 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 53629 members 
Mstep: Class 14 contains 1126 members 
Mstep: Class 15 contains 157129 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 76769 members 
Mstep: Class 19 contains 63741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063160.000000 Penalty: 61757.199219
Iteration 500F: 19 clusters Score -1.180632e+08 nChanged 0
Maximum iterations exceeded
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -357552736.000000 Penalty: 66661.406250
20->19 Clusters: Score -357552736.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 51234 members 
Mstep: Class 3 contains 50565 members 
Mstep: Class 4 contains 50814 members 
Mstep: Class 5 contains 50695 members 
Mstep: Class 6 contains 50757 members 
Mstep: Class 7 contains 51181 members 
Mstep: Class 8 contains 51139 members 
Mstep: Class 9 contains 50586 members 
Mstep: Class 10 contains 51212 members 
Mstep: Class 11 contains 51053 members 
Mstep: Class 12 contains 51217 members 
Mstep: Class 13 contains 50938 members 
Mstep: Class 14 contains 51190 members 
Mstep: Class 15 contains 50975 members 
Mstep: Class 16 contains 50911 members 
Mstep: Class 17 contains 51203 members 
Mstep: Class 18 contains 50718 members 
Mstep: Class 19 contains 50890 members 
Mstep: Class 20 contains 51157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 957.891479 but Gain 3430.953125
Score: -114352696.000000 Penalty: 65188.156250
Iteration 0F: 20 clusters Score -1.143527e+08 nChanged 962980
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 25599 members 
Mstep: Class 3 contains 50934 members 
Mstep: Class 4 contains 27296 members 
Mstep: Class 5 contains 109369 members 
Mstep: Class 6 contains 28067 members 
Mstep: Class 7 contains 26176 members 
Mstep: Class 9 contains 102709 members 
Mstep: Class 10 contains 49997 members 
Mstep: Class 11 contains 43406 members 
Mstep: Class 12 contains 50816 members 
Mstep: Class 13 contains 65433 members 
Mstep: Class 14 contains 35115 members 
Mstep: Class 15 contains 59586 members 
Mstep: Class 16 contains 58649 members 
Mstep: Class 17 contains 84226 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 40300 members 
Mstep: Class 20 contains 61081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116489976.000000 Penalty: 65188.156250
Iteration 1F: 20 clusters Score -1.1649e+08 nChanged 343292
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 20561 members 
Mstep: Class 3 contains 66147 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 144741 members 
Mstep: Class 6 contains 20150 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 9 contains 106573 members 
Mstep: Class 10 contains 57259 members 
Mstep: Class 11 contains 45287 members 
Mstep: Class 12 contains 59052 members 
Mstep: Class 13 contains 63840 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 50413 members 
Mstep: Class 16 contains 57100 members 
Mstep: Class 17 contains 63693 members 
Mstep: Class 18 contains 50594 members 
Mstep: Class 19 contains 27421 members 
Mstep: Class 20 contains 49676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116978328.000000 Penalty: 65188.156250
Iteration 2F: 20 clusters Score -1.169783e+08 nChanged 252715
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 16629 members 
Mstep: Class 3 contains 77109 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 181089 members 
Mstep: Class 6 contains 14855 members 
Mstep: Class 7 contains 13788 members 
Mstep: Class 9 contains 129192 members 
Mstep: Class 10 contains 63194 members 
Mstep: Class 11 contains 45032 members 
Mstep: Class 12 contains 59209 members 
Mstep: Class 13 contains 64686 members 
Mstep: Class 14 contains 48479 members 
Mstep: Class 15 contains 39702 members 
Mstep: Class 16 contains 49329 members 
Mstep: Class 17 contains 38178 members 
Mstep: Class 18 contains 50824 members 
Mstep: Class 19 contains 18334 members 
Mstep: Class 20 contains 40830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117219040.000000 Penalty: 65188.156250
Iteration 3F: 20 clusters Score -1.17219e+08 nChanged 187820
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 13403 members 
Mstep: Class 3 contains 83296 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 12129 members 
Mstep: Class 7 contains 10354 members 
Mstep: Class 9 contains 154550 members 
Mstep: Class 10 contains 66494 members 
Mstep: Class 11 contains 42660 members 
Mstep: Class 12 contains 57804 members 
Mstep: Class 13 contains 67121 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 15 contains 32334 members 
Mstep: Class 16 contains 41602 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 47612 members 
Mstep: Class 19 contains 11800 members 
Mstep: Class 20 contains 33253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117367776.000000 Penalty: 65188.156250
Iteration 4F: 20 clusters Score -1.173678e+08 nChanged 152025
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 87183 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 219734 members 
Mstep: Class 6 contains 12232 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 9 contains 178739 members 
Mstep: Class 10 contains 67926 members 
Mstep: Class 11 contains 38939 members 
Mstep: Class 12 contains 56746 members 
Mstep: Class 13 contains 71402 members 
Mstep: Class 14 contains 41432 members 
Mstep: Class 15 contains 26179 members 
Mstep: Class 16 contains 35644 members 
Mstep: Class 17 contains 20954 members 
Mstep: Class 18 contains 42715 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 25997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3285.730957 but Gain 3430.957031
Score: -117484560.000000 Penalty: 61757.199219
Iteration 5F: 19 clusters Score -1.174846e+08 nChanged 133073
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 89691 members 
Mstep: Class 5 contains 223723 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 9 contains 204512 members 
Mstep: Class 10 contains 68276 members 
Mstep: Class 11 contains 34237 members 
Mstep: Class 12 contains 55325 members 
Mstep: Class 13 contains 77947 members 
Mstep: Class 14 contains 35016 members 
Mstep: Class 15 contains 20497 members 
Mstep: Class 16 contains 30627 members 
Mstep: Class 17 contains 22954 members 
Mstep: Class 18 contains 36738 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 19609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117593088.000000 Penalty: 61757.199219
Iteration 6F: 19 clusters Score -1.175931e+08 nChanged 115131
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 90262 members 
Mstep: Class 5 contains 223533 members 
Mstep: Class 6 contains 15814 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 9 contains 230361 members 
Mstep: Class 10 contains 67057 members 
Mstep: Class 11 contains 28718 members 
Mstep: Class 12 contains 53422 members 
Mstep: Class 13 contains 85978 members 
Mstep: Class 14 contains 27694 members 
Mstep: Class 15 contains 15186 members 
Mstep: Class 16 contains 25993 members 
Mstep: Class 17 contains 23628 members 
Mstep: Class 18 contains 29819 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 14044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117678912.000000 Penalty: 61757.199219
Iteration 7F: 19 clusters Score -1.176789e+08 nChanged 104132
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 3 contains 89202 members 
Mstep: Class 5 contains 215953 members 
Mstep: Class 6 contains 18405 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 9 contains 257345 members 
Mstep: Class 10 contains 64827 members 
Mstep: Class 11 contains 23120 members 
Mstep: Class 12 contains 51896 members 
Mstep: Class 13 contains 96364 members 
Mstep: Class 14 contains 20636 members 
Mstep: Class 15 contains 10846 members 
Mstep: Class 16 contains 21309 members 
Mstep: Class 17 contains 23586 members 
Mstep: Class 18 contains 23396 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 20 contains 9780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117754688.000000 Penalty: 61757.199219
Iteration 8F: 19 clusters Score -1.177547e+08 nChanged 94269
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 85528 members 
Mstep: Class 5 contains 203540 members 
Mstep: Class 6 contains 21355 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 9 contains 283259 members 
Mstep: Class 10 contains 61933 members 
Mstep: Class 11 contains 17859 members 
Mstep: Class 12 contains 51621 members 
Mstep: Class 13 contains 108316 members 
Mstep: Class 14 contains 14529 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 16560 members 
Mstep: Class 17 contains 23497 members 
Mstep: Class 18 contains 17901 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117820600.000000 Penalty: 61757.199219
Iteration 9F: 19 clusters Score -1.178206e+08 nChanged 83213
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 79669 members 
Mstep: Class 5 contains 189689 members 
Mstep: Class 6 contains 24571 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 9 contains 305122 members 
Mstep: Class 10 contains 59190 members 
Mstep: Class 11 contains 13175 members 
Mstep: Class 12 contains 52914 members 
Mstep: Class 13 contains 120542 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 11785 members 
Mstep: Class 17 contains 23452 members 
Mstep: Class 18 contains 13490 members 
Mstep: Class 19 contains 2015 members 
Mstep: Class 20 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117866440.000000 Penalty: 61757.199219
Iteration 10F: 19 clusters Score -1.178664e+08 nChanged 70919
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 72402 members 
Mstep: Class 5 contains 178926 members 
Mstep: Class 6 contains 27786 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 9 contains 319274 members 
Mstep: Class 10 contains 56390 members 
Mstep: Class 11 contains 9491 members 
Mstep: Class 12 contains 55057 members 
Mstep: Class 13 contains 132423 members 
Mstep: Class 14 contains 6616 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 23474 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2935.255615 but Gain 3430.953125
Score: -117893912.000000 Penalty: 58326.246094
Iteration 11F: 18 clusters Score -1.178939e+08 nChanged 63349
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 112076 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 65505 members 
Mstep: Class 5 contains 173732 members 
Mstep: Class 6 contains 31017 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 323670 members 
Mstep: Class 10 contains 54022 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 57003 members 
Mstep: Class 13 contains 144763 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 23544 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 2355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3169.775391 but Gain 3430.957031
Score: -117917312.000000 Penalty: 54895.289062
Iteration 12F: 17 clusters Score -1.179173e+08 nChanged 51893
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 58968 members 
Mstep: Class 5 contains 170435 members 
Mstep: Class 6 contains 34005 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 9 contains 319664 members 
Mstep: Class 10 contains 52545 members 
Mstep: Class 11 contains 5213 members 
Mstep: Class 12 contains 60082 members 
Mstep: Class 13 contains 156331 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 17 contains 23565 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2567.287354 but Gain 3430.953125
Score: -117946512.000000 Penalty: 51464.335938
Iteration 13F: 16 clusters Score -1.179465e+08 nChanged 42753
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 126634 members 
Mstep: Class 2 contains 2835 members 
Mstep: Class 3 contains 53382 members 
Mstep: Class 5 contains 167550 members 
Mstep: Class 6 contains 36480 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 9 contains 312937 members 
Mstep: Class 10 contains 51733 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 60191 members 
Mstep: Class 13 contains 168132 members 
Mstep: Class 17 contains 23508 members 
Mstep: Class 18 contains 5810 members 
Mstep: Class 19 contains 3228 members 
Mstep: Class 20 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117973224.000000 Penalty: 51464.335938
Iteration 14Q: 16 clusters Score -1.179732e+08 nChanged 35460
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 48251 members 
Mstep: Class 5 contains 163681 members 
Mstep: Class 6 contains 38515 members 
Mstep: Class 7 contains 1230 members 
Mstep: Class 9 contains 305528 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 60112 members 
Mstep: Class 13 contains 178325 members 
Mstep: Class 17 contains 23526 members 
Mstep: Class 18 contains 5059 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2952.193359 but Gain 3430.957031
Score: -117984144.000000 Penalty: 48033.378906
Iteration 15Q: 15 clusters Score -1.179841e+08 nChanged 34609
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 44376 members 
Mstep: Class 5 contains 161040 members 
Mstep: Class 6 contains 40339 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 9 contains 298668 members 
Mstep: Class 10 contains 50782 members 
Mstep: Class 12 contains 59903 members 
Mstep: Class 13 contains 186352 members 
Mstep: Class 17 contains 23513 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117993640.000000 Penalty: 48033.378906
Iteration 16Q: 15 clusters Score -1.179936e+08 nChanged 28519
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 41021 members 
Mstep: Class 5 contains 159263 members 
Mstep: Class 6 contains 41979 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 9 contains 291312 members 
Mstep: Class 10 contains 50300 members 
Mstep: Class 12 contains 59637 members 
Mstep: Class 13 contains 191456 members 
Mstep: Class 17 contains 23499 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117999160.000000 Penalty: 48033.378906
Iteration 17Q: 15 clusters Score -1.179992e+08 nChanged 25585
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 38183 members 
Mstep: Class 5 contains 158561 members 
Mstep: Class 6 contains 43300 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 9 contains 284980 members 
Mstep: Class 10 contains 49860 members 
Mstep: Class 12 contains 59393 members 
Mstep: Class 13 contains 194230 members 
Mstep: Class 17 contains 23439 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118002200.000000 Penalty: 48033.378906
Iteration 18Q: 15 clusters Score -1.180022e+08 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 35763 members 
Mstep: Class 5 contains 159143 members 
Mstep: Class 6 contains 44429 members 
Mstep: Class 7 contains 1082 members 
Mstep: Class 9 contains 278430 members 
Mstep: Class 10 contains 49397 members 
Mstep: Class 12 contains 59154 members 
Mstep: Class 13 contains 195256 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118005096.000000 Penalty: 48033.378906
Iteration 19Q: 15 clusters Score -1.180051e+08 nChanged 21453
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 167637 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 33946 members 
Mstep: Class 5 contains 160114 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 9 contains 271416 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 12 contains 58908 members 
Mstep: Class 13 contains 195396 members 
Mstep: Class 17 contains 23338 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118009544.000000 Penalty: 48033.378906
Iteration 20F: 15 clusters Score -1.180095e+08 nChanged 20070
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 32698 members 
Mstep: Class 5 contains 161668 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 9 contains 263415 members 
Mstep: Class 10 contains 48625 members 
Mstep: Class 12 contains 58682 members 
Mstep: Class 13 contains 195133 members 
Mstep: Class 17 contains 23265 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118012000.000000 Penalty: 48033.378906
Iteration 21Q: 15 clusters Score -1.18012e+08 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 3198 members 
Mstep: Class 3 contains 32073 members 
Mstep: Class 5 contains 163715 members 
Mstep: Class 6 contains 46804 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 9 contains 254599 members 
Mstep: Class 10 contains 48404 members 
Mstep: Class 12 contains 58518 members 
Mstep: Class 13 contains 194655 members 
Mstep: Class 17 contains 23210 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118014520.000000 Penalty: 48033.378906
Iteration 22Q: 15 clusters Score -1.180145e+08 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 189828 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 31958 members 
Mstep: Class 5 contains 165786 members 
Mstep: Class 6 contains 47210 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 9 contains 245706 members 
Mstep: Class 10 contains 48342 members 
Mstep: Class 12 contains 58367 members 
Mstep: Class 13 contains 194164 members 
Mstep: Class 17 contains 23146 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118016480.000000 Penalty: 48033.378906
Iteration 23Q: 15 clusters Score -1.180165e+08 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 195778 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 32101 members 
Mstep: Class 5 contains 168049 members 
Mstep: Class 6 contains 47483 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 9 contains 237496 members 
Mstep: Class 10 contains 48290 members 
Mstep: Class 12 contains 58240 members 
Mstep: Class 13 contains 193750 members 
Mstep: Class 17 contains 23084 members 
Mstep: Class 18 contains 3258 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118017904.000000 Penalty: 48033.378906
Iteration 24Q: 15 clusters Score -1.180179e+08 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 200420 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 32596 members 
Mstep: Class 5 contains 170497 members 
Mstep: Class 6 contains 47580 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 9 contains 230007 members 
Mstep: Class 10 contains 48268 members 
Mstep: Class 12 contains 58174 members 
Mstep: Class 13 contains 193396 members 
Mstep: Class 17 contains 23022 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 6653 members 
Mstep: Class 20 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118019496.000000 Penalty: 48033.378906
Iteration 25Q: 15 clusters Score -1.180195e+08 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 203556 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 33239 members 
Mstep: Class 5 contains 172944 members 
Mstep: Class 6 contains 47620 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 9 contains 223588 members 
Mstep: Class 10 contains 48320 members 
Mstep: Class 12 contains 58138 members 
Mstep: Class 13 contains 193214 members 
Mstep: Class 17 contains 22980 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118020352.000000 Penalty: 48033.378906
Iteration 26Q: 15 clusters Score -1.180204e+08 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 205474 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 34075 members 
Mstep: Class 5 contains 175148 members 
Mstep: Class 6 contains 47587 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 9 contains 218320 members 
Mstep: Class 10 contains 48402 members 
Mstep: Class 12 contains 58129 members 
Mstep: Class 13 contains 193156 members 
Mstep: Class 17 contains 22934 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118021152.000000 Penalty: 48033.378906
Iteration 27Q: 15 clusters Score -1.180212e+08 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 206506 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 34974 members 
Mstep: Class 5 contains 177104 members 
Mstep: Class 6 contains 47465 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 9 contains 214153 members 
Mstep: Class 10 contains 48522 members 
Mstep: Class 12 contains 58119 members 
Mstep: Class 13 contains 193110 members 
Mstep: Class 17 contains 22886 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 7048 members 
Mstep: Class 20 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118022120.000000 Penalty: 48033.378906
Iteration 28Q: 15 clusters Score -1.180221e+08 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 206785 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 35808 members 
Mstep: Class 5 contains 178610 members 
Mstep: Class 6 contains 47276 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 9 contains 211256 members 
Mstep: Class 10 contains 48643 members 
Mstep: Class 12 contains 58123 members 
Mstep: Class 13 contains 193092 members 
Mstep: Class 17 contains 22843 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118023056.000000 Penalty: 48033.378906
Iteration 29Q: 15 clusters Score -1.180231e+08 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 206565 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 36714 members 
Mstep: Class 5 contains 179825 members 
Mstep: Class 6 contains 47057 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 9 contains 209095 members 
Mstep: Class 10 contains 48764 members 
Mstep: Class 12 contains 58149 members 
Mstep: Class 13 contains 193031 members 
Mstep: Class 17 contains 22810 members 
Mstep: Class 18 contains 4763 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118023920.000000 Penalty: 48033.378906
Iteration 30Q: 15 clusters Score -1.180239e+08 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 206085 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 37681 members 
Mstep: Class 5 contains 180612 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 9 contains 207665 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 12 contains 58177 members 
Mstep: Class 13 contains 192962 members 
Mstep: Class 17 contains 22768 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118025280.000000 Penalty: 48033.378906
Iteration 31Q: 15 clusters Score -1.180253e+08 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 205309 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 38772 members 
Mstep: Class 5 contains 180954 members 
Mstep: Class 6 contains 46618 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 9 contains 206931 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 12 contains 58190 members 
Mstep: Class 13 contains 192906 members 
Mstep: Class 17 contains 22735 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118026632.000000 Penalty: 48033.378906
Iteration 32Q: 15 clusters Score -1.180266e+08 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 204322 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 39910 members 
Mstep: Class 5 contains 180988 members 
Mstep: Class 6 contains 46413 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 9 contains 206730 members 
Mstep: Class 10 contains 48853 members 
Mstep: Class 12 contains 58186 members 
Mstep: Class 13 contains 192828 members 
Mstep: Class 17 contains 22710 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118028368.000000 Penalty: 48033.378906
Iteration 33Q: 15 clusters Score -1.180284e+08 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 203226 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 41046 members 
Mstep: Class 5 contains 180804 members 
Mstep: Class 6 contains 46264 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 9 contains 206900 members 
Mstep: Class 10 contains 48858 members 
Mstep: Class 12 contains 58191 members 
Mstep: Class 13 contains 192696 members 
Mstep: Class 17 contains 22683 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118029456.000000 Penalty: 48033.378906
Iteration 34Q: 15 clusters Score -1.180295e+08 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 202161 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 42173 members 
Mstep: Class 5 contains 180336 members 
Mstep: Class 6 contains 46103 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 9 contains 207556 members 
Mstep: Class 10 contains 48841 members 
Mstep: Class 12 contains 58183 members 
Mstep: Class 13 contains 192429 members 
Mstep: Class 17 contains 22654 members 
Mstep: Class 18 contains 5988 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118031072.000000 Penalty: 48033.378906
Iteration 35Q: 15 clusters Score -1.180311e+08 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 200988 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 43294 members 
Mstep: Class 5 contains 179707 members 
Mstep: Class 6 contains 45953 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 9 contains 208527 members 
Mstep: Class 10 contains 48808 members 
Mstep: Class 12 contains 58172 members 
Mstep: Class 13 contains 192130 members 
Mstep: Class 17 contains 22617 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118032280.000000 Penalty: 48033.378906
Iteration 36Q: 15 clusters Score -1.180323e+08 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 199787 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 44351 members 
Mstep: Class 5 contains 179067 members 
Mstep: Class 6 contains 45826 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 9 contains 209663 members 
Mstep: Class 10 contains 48751 members 
Mstep: Class 12 contains 58162 members 
Mstep: Class 13 contains 191814 members 
Mstep: Class 17 contains 22589 members 
Mstep: Class 18 contains 6291 members 
Mstep: Class 19 contains 7675 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118033520.000000 Penalty: 48033.378906
Iteration 37Q: 15 clusters Score -1.180335e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 198586 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 45383 members 
Mstep: Class 5 contains 178447 members 
Mstep: Class 6 contains 45742 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 9 contains 210857 members 
Mstep: Class 10 contains 48677 members 
Mstep: Class 12 contains 58145 members 
Mstep: Class 13 contains 191436 members 
Mstep: Class 17 contains 22562 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 7736 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118034304.000000 Penalty: 48033.378906
Iteration 38Q: 15 clusters Score -1.180343e+08 nChanged 5053
Entering ConstructFrom: 
Score: -118034304.000000 Penalty: 48033.378906
Entering ConstructFrom: 
Trying to split cluster 1 (197319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197319 members 
Entering Unmasked Estep 
Score: -23216346.000000 Penalty: 3023.759277
	Iteration 0F: 2 clusters Score -2.321635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -23094200.000000 Penalty: 6047.518555
	Iteration 0F: 3 clusters Score -2.30942e+07 nChanged 94803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -23149826.000000 Penalty: 6047.518555
	Iteration 1F: 3 clusters Score -2.314983e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -23151762.000000 Penalty: 6047.518555
	Iteration 2Q: 3 clusters Score -2.315176e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -23154516.000000 Penalty: 6047.518555
	Iteration 3Q: 3 clusters Score -2.315452e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -23158478.000000 Penalty: 6047.518555
	Iteration 4Q: 3 clusters Score -2.315848e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -23163886.000000 Penalty: 6047.518555
	Iteration 5Q: 3 clusters Score -2.316389e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -23171118.000000 Penalty: 6047.518555
	Iteration 6F: 3 clusters Score -2.317112e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -23179932.000000 Penalty: 6047.518555
	Iteration 7F: 3 clusters Score -2.317993e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 126154 members 
Entering Unmasked Estep 
Score: -23188520.000000 Penalty: 6047.518555
	Iteration 8F: 3 clusters Score -2.318852e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -23194422.000000 Penalty: 6047.518555
	Iteration 9F: 3 clusters Score -2.319442e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 129775 members 
Entering Unmasked Estep 
Score: -23197202.000000 Penalty: 6047.518555
	Iteration 10Q: 3 clusters Score -2.31972e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -23198562.000000 Penalty: 6047.518555
	Iteration 11Q: 3 clusters Score -2.319856e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -23199062.000000 Penalty: 6047.518555
	Iteration 12Q: 3 clusters Score -2.319906e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -23199592.000000 Penalty: 6047.518555
	Iteration 13Q: 3 clusters Score -2.319959e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -23200004.000000 Penalty: 6047.518555
	Iteration 14Q: 3 clusters Score -2.32e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -23200250.000000 Penalty: 6047.518555
	Iteration 15Q: 3 clusters Score -2.320025e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 138730 members 
Entering Unmasked Estep 
Score: -23200588.000000 Penalty: 6047.518555
	Iteration 16Q: 3 clusters Score -2.320059e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 140364 members 
Entering Unmasked Estep 
Score: -23200906.000000 Penalty: 6047.518555
	Iteration 17Q: 3 clusters Score -2.320091e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
Score: -23201362.000000 Penalty: 6047.518555
	Iteration 18Q: 3 clusters Score -2.320136e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -23201666.000000 Penalty: 6047.518555
	Iteration 19Q: 3 clusters Score -2.320167e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 145983 members 
Entering Unmasked Estep 
Score: -23202094.000000 Penalty: 6047.518555
	Iteration 20F: 3 clusters Score -2.320209e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -23202590.000000 Penalty: 6047.518555
	Iteration 21Q: 3 clusters Score -2.320259e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -23203140.000000 Penalty: 6047.518555
	Iteration 22Q: 3 clusters Score -2.320314e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 152626 members 
Entering Unmasked Estep 
Score: -23203622.000000 Penalty: 6047.518555
	Iteration 23Q: 3 clusters Score -2.320362e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -23204576.000000 Penalty: 6047.518555
	Iteration 24Q: 3 clusters Score -2.320458e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -23205172.000000 Penalty: 6047.518555
	Iteration 25Q: 3 clusters Score -2.320517e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -23205672.000000 Penalty: 6047.518555
	Iteration 26Q: 3 clusters Score -2.320567e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -23206462.000000 Penalty: 6047.518555
	Iteration 27Q: 3 clusters Score -2.320646e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -23206964.000000 Penalty: 6047.518555
	Iteration 28Q: 3 clusters Score -2.320696e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -23207494.000000 Penalty: 6047.518555
	Iteration 29Q: 3 clusters Score -2.320749e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -23208282.000000 Penalty: 6047.518555
	Iteration 30Q: 3 clusters Score -2.320828e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 176739 members 
Entering Unmasked Estep 
Score: -23208884.000000 Penalty: 6047.518555
	Iteration 31Q: 3 clusters Score -2.320888e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -23209544.000000 Penalty: 6047.518555
	Iteration 32Q: 3 clusters Score -2.320954e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -23210150.000000 Penalty: 6047.518555
	Iteration 33Q: 3 clusters Score -2.321015e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 184393 members 
Entering Unmasked Estep 
Score: -23210782.000000 Penalty: 6047.518555
	Iteration 34Q: 3 clusters Score -2.321078e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 186271 members 
Entering Unmasked Estep 
Score: -23211192.000000 Penalty: 6047.518555
	Iteration 35Q: 3 clusters Score -2.321119e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 187898 members 
Entering Unmasked Estep 
Score: -23211616.000000 Penalty: 6047.518555
	Iteration 36Q: 3 clusters Score -2.321162e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 189279 members 
Entering Unmasked Estep 
Score: -23211880.000000 Penalty: 6047.518555
	Iteration 37Q: 3 clusters Score -2.321188e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 190451 members 
Entering Unmasked Estep 
Score: -23212102.000000 Penalty: 6047.518555
	Iteration 38Q: 3 clusters Score -2.32121e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 191404 members 
Entering Unmasked Estep 
Score: -23212284.000000 Penalty: 6047.518555
	Iteration 39Q: 3 clusters Score -2.321228e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 192192 members 
Entering Unmasked Estep 
Score: -23212488.000000 Penalty: 6047.518555
	Iteration 40F: 3 clusters Score -2.321249e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 192828 members 
Entering Unmasked Estep 
Score: -23212646.000000 Penalty: 6047.518555
	Iteration 41Q: 3 clusters Score -2.321265e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 193329 members 
Entering Unmasked Estep 
Score: -23212880.000000 Penalty: 6047.518555
	Iteration 42Q: 3 clusters Score -2.321288e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -23213020.000000 Penalty: 6047.518555
	Iteration 43Q: 3 clusters Score -2.321302e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 194059 members 
Entering Unmasked Estep 
Score: -23213070.000000 Penalty: 6047.518555
	Iteration 44Q: 3 clusters Score -2.321307e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
Score: -23213146.000000 Penalty: 6047.518555
	Iteration 45Q: 3 clusters Score -2.321315e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 194522 members 
Entering Unmasked Estep 
Score: -23213230.000000 Penalty: 6047.518555
	Iteration 46Q: 3 clusters Score -2.321323e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -23213242.000000 Penalty: 6047.518555
	Iteration 47Q: 3 clusters Score -2.321324e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -23213334.000000 Penalty: 6047.518555
	Iteration 48Q: 3 clusters Score -2.321333e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -23213378.000000 Penalty: 6047.518555
	Iteration 49Q: 3 clusters Score -2.321338e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 195062 members 
Entering Unmasked Estep 
Score: -23213434.000000 Penalty: 6047.518555
	Iteration 50Q: 3 clusters Score -2.321343e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 195134 members 
Entering Unmasked Estep 
Score: -23213460.000000 Penalty: 6047.518555
	Iteration 51Q: 3 clusters Score -2.321346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 195201 members 
Entering Unmasked Estep 
Score: -23213508.000000 Penalty: 6047.518555
	Iteration 52Q: 3 clusters Score -2.321351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 195260 members 
Entering Unmasked Estep 
Score: -23213510.000000 Penalty: 6047.518555
	Iteration 53Q: 3 clusters Score -2.321351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 195301 members 
Entering Unmasked Estep 
Score: -23213524.000000 Penalty: 6047.518555
	Iteration 54Q: 3 clusters Score -2.321352e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 195341 members 
Entering Unmasked Estep 
Score: -23213514.000000 Penalty: 6047.518555
	Iteration 55Q: 3 clusters Score -2.321351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 195377 members 
Entering Unmasked Estep 
Score: -23213546.000000 Penalty: 6047.518555
	Iteration 56Q: 3 clusters Score -2.321355e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 195418 members 
Entering Unmasked Estep 
Score: -23213564.000000 Penalty: 6047.518555
	Iteration 57Q: 3 clusters Score -2.321356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 195447 members 
Entering Unmasked Estep 
Score: -23213532.000000 Penalty: 6047.518555
	Iteration 58Q: 3 clusters Score -2.321353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 195483 members 
Entering Unmasked Estep 
Score: -23213574.000000 Penalty: 6047.518555
	Iteration 59Q: 3 clusters Score -2.321357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -23213588.000000 Penalty: 6047.518555
	Iteration 60F: 3 clusters Score -2.321359e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 195545 members 
Entering Unmasked Estep 
Score: -23213594.000000 Penalty: 6047.518555
	Iteration 61Q: 3 clusters Score -2.321359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 195572 members 
Entering Unmasked Estep 
Score: -23213602.000000 Penalty: 6047.518555
	Iteration 62Q: 3 clusters Score -2.32136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 195591 members 
Entering Unmasked Estep 
Score: -23213608.000000 Penalty: 6047.518555
	Iteration 63Q: 3 clusters Score -2.321361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 195620 members 
Entering Unmasked Estep 
Score: -23213584.000000 Penalty: 6047.518555
	Iteration 64Q: 3 clusters Score -2.321358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -23213600.000000 Penalty: 6047.518555
	Iteration 65Q: 3 clusters Score -2.32136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 195652 members 
Entering Unmasked Estep 
Score: -23213598.000000 Penalty: 6047.518555
	Iteration 66Q: 3 clusters Score -2.32136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 195663 members 
Entering Unmasked Estep 
Score: -23213604.000000 Penalty: 6047.518555
	Iteration 67Q: 3 clusters Score -2.32136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 195675 members 
Entering Unmasked Estep 
Score: -23213582.000000 Penalty: 6047.518555
	Iteration 68Q: 3 clusters Score -2.321358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -23213590.000000 Penalty: 6047.518555
	Iteration 69Q: 3 clusters Score -2.321359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 195699 members 
Entering Unmasked Estep 
Score: -23213610.000000 Penalty: 6047.518555
	Iteration 70Q: 3 clusters Score -2.321361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -23213614.000000 Penalty: 6047.518555
	Iteration 71Q: 3 clusters Score -2.321361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -23213612.000000 Penalty: 6047.518555
	Iteration 72Q: 3 clusters Score -2.321361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 195744 members 
Entering Unmasked Estep 
Score: -23213600.000000 Penalty: 6047.518555
	Iteration 73Q: 3 clusters Score -2.32136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -23213602.000000 Penalty: 6047.518555
	Iteration 74Q: 3 clusters Score -2.32136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 195765 members 
Entering Unmasked Estep 
Score: -23213604.000000 Penalty: 6047.518555
	Iteration 75Q: 3 clusters Score -2.32136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 195779 members 
Entering Unmasked Estep 
Score: -23213608.000000 Penalty: 6047.518555
	Iteration 76Q: 3 clusters Score -2.321361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -23213614.000000 Penalty: 6047.518555
	Iteration 77Q: 3 clusters Score -2.321361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 195794 members 
Entering Unmasked Estep 
Score: -23213598.000000 Penalty: 6047.518555
	Iteration 78Q: 3 clusters Score -2.32136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
Score: -23213616.000000 Penalty: 6047.518555
	Iteration 79Q: 3 clusters Score -2.321362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 195806 members 
Entering Unmasked Estep 
Score: -23213616.000000 Penalty: 6047.518555
	Iteration 80F: 3 clusters Score -2.321362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 195812 members 
Entering Unmasked Estep 
Score: -23213614.000000 Penalty: 6047.518555
	Iteration 81Q: 3 clusters Score -2.321361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -23213610.000000 Penalty: 6047.518555
	Iteration 82Q: 3 clusters Score -2.321361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 195817 members 
Entering Unmasked Estep 
Score: -23213614.000000 Penalty: 6047.518555
	Iteration 83Q: 3 clusters Score -2.321361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 195819 members 
Entering Unmasked Estep 
Score: -23213600.000000 Penalty: 6047.518555
	Iteration 84Q: 3 clusters Score -2.32136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 195821 members 
Entering Unmasked Estep 
Score: -23213610.000000 Penalty: 6047.518555
	Iteration 85Q: 3 clusters Score -2.321361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 195822 members 
Entering Unmasked Estep 
Score: -23213594.000000 Penalty: 6047.518555
	Iteration 86Q: 3 clusters Score -2.321359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 195827 members 
Entering Unmasked Estep 
Score: -23213618.000000 Penalty: 6047.518555
	Iteration 87Q: 3 clusters Score -2.321362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 195831 members 
Entering Unmasked Estep 
Score: -23213626.000000 Penalty: 6047.518555
	Iteration 88Q: 3 clusters Score -2.321363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 195833 members 
Entering Unmasked Estep 
Score: -23213628.000000 Penalty: 6047.518555
	Iteration 89Q: 3 clusters Score -2.321363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 195836 members 
Entering Unmasked Estep 
Score: -23213632.000000 Penalty: 6047.518555
	Iteration 90Q: 3 clusters Score -2.321363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 195841 members 
Entering Unmasked Estep 
Score: -23213648.000000 Penalty: 6047.518555
	Iteration 91Q: 3 clusters Score -2.321365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 195846 members 
Entering Unmasked Estep 
Score: -23213638.000000 Penalty: 6047.518555
	Iteration 92Q: 3 clusters Score -2.321364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 195850 members 
Entering Unmasked Estep 
Score: -23213644.000000 Penalty: 6047.518555
	Iteration 93Q: 3 clusters Score -2.321364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 195851 members 
Entering Unmasked Estep 
Score: -23213632.000000 Penalty: 6047.518555
	Iteration 94Q: 3 clusters Score -2.321363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -23213640.000000 Penalty: 6047.518555
	Iteration 95Q: 3 clusters Score -2.321364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 195859 members 
Entering Unmasked Estep 
Score: -23213640.000000 Penalty: 6047.518555
	Iteration 96Q: 3 clusters Score -2.321364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -23213646.000000 Penalty: 6047.518555
	Iteration 97Q: 3 clusters Score -2.321365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -23213652.000000 Penalty: 6047.518555
	Iteration 98Q: 3 clusters Score -2.321365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -23213650.000000 Penalty: 6047.518555
	Iteration 99Q: 3 clusters Score -2.321365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -23213648.000000 Penalty: 6047.518555
	Iteration 100F: 3 clusters Score -2.321365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 195873 members 
Entering Unmasked Estep 
Score: -23213648.000000 Penalty: 6047.518555
	Iteration 101Q: 3 clusters Score -2.321365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -23213634.000000 Penalty: 6047.518555
	Iteration 102Q: 3 clusters Score -2.321363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -23213634.000000 Penalty: 6047.518555
	Iteration 103F: 3 clusters Score -2.321363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Entering Unmasked Estep 
Score: -371691.218750 Penalty: 2005.200684
	Iteration 0F: 2 clusters Score -371691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -368306.281250 Penalty: 4010.401367
	Iteration 0F: 3 clusters Score -368306.3 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -369159.406250 Penalty: 4010.401367
	Iteration 1F: 3 clusters Score -369159.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -369475.750000 Penalty: 4010.401367
	Iteration 2F: 3 clusters Score -369475.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -369746.968750 Penalty: 4010.401367
	Iteration 3F: 3 clusters Score -369747 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369932.593750 Penalty: 4010.401367
	Iteration 4F: 3 clusters Score -369932.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -370071.125000 Penalty: 4010.401367
	Iteration 5Q: 3 clusters Score -370071.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -370215.312500 Penalty: 4010.401367
	Iteration 6Q: 3 clusters Score -370215.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -370329.750000 Penalty: 4010.401367
	Iteration 7Q: 3 clusters Score -370329.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -370424.437500 Penalty: 4010.401367
	Iteration 8Q: 3 clusters Score -370424.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -370506.968750 Penalty: 4010.401367
	Iteration 9Q: 3 clusters Score -370507 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -370581.156250 Penalty: 4010.401367
	Iteration 10Q: 3 clusters Score -370581.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -370652.375000 Penalty: 4010.401367
	Iteration 11Q: 3 clusters Score -370652.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -370700.031250 Penalty: 4010.401367
	Iteration 12Q: 3 clusters Score -370700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -370735.000000 Penalty: 4010.401367
	Iteration 13Q: 3 clusters Score -370735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -370758.062500 Penalty: 4010.401367
	Iteration 14Q: 3 clusters Score -370758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -370767.093750 Penalty: 4010.401367
	Iteration 15Q: 3 clusters Score -370767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -370775.687500 Penalty: 4010.401367
	Iteration 16Q: 3 clusters Score -370775.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -370780.250000 Penalty: 4010.401367
	Iteration 17Q: 3 clusters Score -370780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -370784.781250 Penalty: 4010.401367
	Iteration 18Q: 3 clusters Score -370784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -370791.468750 Penalty: 4010.401367
	Iteration 19Q: 3 clusters Score -370791.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -370798.437500 Penalty: 4010.401367
	Iteration 20F: 3 clusters Score -370798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -370802.375000 Penalty: 4010.401367
	Iteration 21Q: 3 clusters Score -370802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -370807.125000 Penalty: 4010.401367
	Iteration 22Q: 3 clusters Score -370807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -370809.093750 Penalty: 4010.401367
	Iteration 23Q: 3 clusters Score -370809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -370811.406250 Penalty: 4010.401367
	Iteration 24Q: 3 clusters Score -370811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -370813.406250 Penalty: 4010.401367
	Iteration 25Q: 3 clusters Score -370813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -370815.593750 Penalty: 4010.401367
	Iteration 26Q: 3 clusters Score -370815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -370815.593750 Penalty: 4010.401367
	Iteration 27Q: 3 clusters Score -370815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -370816.531250 Penalty: 4010.401367
	Iteration 28Q: 3 clusters Score -370816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -370819.625000 Penalty: 4010.401367
	Iteration 29Q: 3 clusters Score -370819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -370820.468750 Penalty: 4010.401367
	Iteration 30Q: 3 clusters Score -370820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -370820.468750 Penalty: 4010.401367
	Iteration 31F: 3 clusters Score -370820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Entering Unmasked Estep 
Score: -5530655.500000 Penalty: 2664.136719
	Iteration 0F: 2 clusters Score -5530656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5499352.500000 Penalty: 5328.273438
	Iteration 0F: 3 clusters Score -5499352 nChanged 21344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5511089.000000 Penalty: 5328.273438
	Iteration 1F: 3 clusters Score -5511089 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5511728.500000 Penalty: 5328.273438
	Iteration 2Q: 3 clusters Score -5511728 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5512532.000000 Penalty: 5328.273438
	Iteration 3Q: 3 clusters Score -5512532 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5513772.500000 Penalty: 5328.273438
	Iteration 4F: 3 clusters Score -5513772 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5515821.500000 Penalty: 5328.273438
	Iteration 5F: 3 clusters Score -5515822 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -5519058.000000 Penalty: 5328.273438
	Iteration 6F: 3 clusters Score -5519058 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5522869.500000 Penalty: 5328.273438
	Iteration 7F: 3 clusters Score -5522870 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5525867.500000 Penalty: 5328.273438
	Iteration 8F: 3 clusters Score -5525868 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5527489.500000 Penalty: 5328.273438
	Iteration 9Q: 3 clusters Score -5527490 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5528167.500000 Penalty: 5328.273438
	Iteration 10Q: 3 clusters Score -5528168 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5528416.000000 Penalty: 5328.273438
	Iteration 11Q: 3 clusters Score -5528416 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5528542.500000 Penalty: 5328.273438
	Iteration 12Q: 3 clusters Score -5528542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5528632.500000 Penalty: 5328.273438
	Iteration 13Q: 3 clusters Score -5528632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5528697.000000 Penalty: 5328.273438
	Iteration 14Q: 3 clusters Score -5528697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5528732.500000 Penalty: 5328.273438
	Iteration 15Q: 3 clusters Score -5528732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5528756.000000 Penalty: 5328.273438
	Iteration 16Q: 3 clusters Score -5528756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5528786.500000 Penalty: 5328.273438
	Iteration 17Q: 3 clusters Score -5528786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5528800.000000 Penalty: 5328.273438
	Iteration 18Q: 3 clusters Score -5528800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5528801.500000 Penalty: 5328.273438
	Iteration 19Q: 3 clusters Score -5528802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5528808.000000 Penalty: 5328.273438
	Iteration 20F: 3 clusters Score -5528808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5528822.000000 Penalty: 5328.273438
	Iteration 21Q: 3 clusters Score -5528822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5528825.000000 Penalty: 5328.273438
	Iteration 22Q: 3 clusters Score -5528825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5528833.000000 Penalty: 5328.273438
	Iteration 23Q: 3 clusters Score -5528833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5528828.500000 Penalty: 5328.273438
	Iteration 24Q: 3 clusters Score -5528828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5528830.000000 Penalty: 5328.273438
	Iteration 25Q: 3 clusters Score -5528830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5528831.000000 Penalty: 5328.273438
	Iteration 26Q: 3 clusters Score -5528831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5528834.000000 Penalty: 5328.273438
	Iteration 27Q: 3 clusters Score -5528834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5528841.500000 Penalty: 5328.273438
	Iteration 28Q: 3 clusters Score -5528842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5528844.500000 Penalty: 5328.273438
	Iteration 29Q: 3 clusters Score -5528844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5528844.500000 Penalty: 5328.273438
	Iteration 30Q: 3 clusters Score -5528844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5528841.000000 Penalty: 5328.273438
	Iteration 31Q: 3 clusters Score -5528841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5528836.500000 Penalty: 5328.273438
	Iteration 32Q: 3 clusters Score -5528836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5528842.000000 Penalty: 5328.273438
	Iteration 33Q: 3 clusters Score -5528842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5528843.000000 Penalty: 5328.273438
	Iteration 34Q: 3 clusters Score -5528843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5528843.500000 Penalty: 5328.273438
	Iteration 35Q: 3 clusters Score -5528844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5528851.000000 Penalty: 5328.273438
	Iteration 36Q: 3 clusters Score -5528851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5528845.500000 Penalty: 5328.273438
	Iteration 37Q: 3 clusters Score -5528846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5528848.000000 Penalty: 5328.273438
	Iteration 38Q: 3 clusters Score -5528848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5528848.000000 Penalty: 5328.273438
	Iteration 39Q: 3 clusters Score -5528848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5528844.500000 Penalty: 5328.273438
	Iteration 40F: 3 clusters Score -5528844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5528849.500000 Penalty: 5328.273438
	Iteration 41Q: 3 clusters Score -5528850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5528846.500000 Penalty: 5328.273438
	Iteration 42Q: 3 clusters Score -5528846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5528846.500000 Penalty: 5328.273438
	Iteration 43Q: 3 clusters Score -5528846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5528843.500000 Penalty: 5328.273438
	Iteration 44Q: 3 clusters Score -5528844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5528841.500000 Penalty: 5328.273438
	Iteration 45Q: 3 clusters Score -5528842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5528845.000000 Penalty: 5328.273438
	Iteration 46Q: 3 clusters Score -5528845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5528840.000000 Penalty: 5328.273438
	Iteration 47Q: 3 clusters Score -5528840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5528844.500000 Penalty: 5328.273438
	Iteration 48Q: 3 clusters Score -5528844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5528841.500000 Penalty: 5328.273438
	Iteration 49Q: 3 clusters Score -5528842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5528849.000000 Penalty: 5328.273438
	Iteration 50Q: 3 clusters Score -5528849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5528848.000000 Penalty: 5328.273438
	Iteration 51Q: 3 clusters Score -5528848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5528843.500000 Penalty: 5328.273438
	Iteration 52Q: 3 clusters Score -5528844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5528848.500000 Penalty: 5328.273438
	Iteration 53Q: 3 clusters Score -5528848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5528849.000000 Penalty: 5328.273438
	Iteration 54Q: 3 clusters Score -5528849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5528853.000000 Penalty: 5328.273438
	Iteration 55Q: 3 clusters Score -5528853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5528852.500000 Penalty: 5328.273438
	Iteration 56Q: 3 clusters Score -5528852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5528852.500000 Penalty: 5328.273438
	Iteration 57F: 3 clusters Score -5528852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (177810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Entering Unmasked Estep 
Score: -20993822.000000 Penalty: 2997.940674
	Iteration 0F: 2 clusters Score -2.099382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -20880378.000000 Penalty: 5995.881348
	Iteration 0F: 3 clusters Score -2.088038e+07 nChanged 85516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -20930356.000000 Penalty: 5995.881348
	Iteration 1F: 3 clusters Score -2.093036e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -20931396.000000 Penalty: 5995.881348
	Iteration 2Q: 3 clusters Score -2.09314e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -20933026.000000 Penalty: 5995.881348
	Iteration 3Q: 3 clusters Score -2.093303e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -20935500.000000 Penalty: 5995.881348
	Iteration 4Q: 3 clusters Score -2.09355e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -20939312.000000 Penalty: 5995.881348
	Iteration 5Q: 3 clusters Score -2.093931e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -20946020.000000 Penalty: 5995.881348
	Iteration 6F: 3 clusters Score -2.094602e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -20956224.000000 Penalty: 5995.881348
	Iteration 7F: 3 clusters Score -2.095622e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -20968820.000000 Penalty: 5995.881348
	Iteration 8F: 3 clusters Score -2.096882e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 151689 members 
Entering Unmasked Estep 
Score: -20980008.000000 Penalty: 5995.881348
	Iteration 9F: 3 clusters Score -2.098001e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -20986848.000000 Penalty: 5995.881348
	Iteration 10Q: 3 clusters Score -2.098685e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -20989766.000000 Penalty: 5995.881348
	Iteration 11Q: 3 clusters Score -2.098977e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -20991014.000000 Penalty: 5995.881348
	Iteration 12Q: 3 clusters Score -2.099101e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -20991620.000000 Penalty: 5995.881348
	Iteration 13Q: 3 clusters Score -2.099162e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -20992004.000000 Penalty: 5995.881348
	Iteration 14Q: 3 clusters Score -2.0992e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -20992086.000000 Penalty: 5995.881348
	Iteration 15Q: 3 clusters Score -2.099209e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -20992164.000000 Penalty: 5995.881348
	Iteration 16Q: 3 clusters Score -2.099216e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 170293 members 
Entering Unmasked Estep 
Score: -20992314.000000 Penalty: 5995.881348
	Iteration 17Q: 3 clusters Score -2.099231e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -20992278.000000 Penalty: 5995.881348
	Iteration 18Q: 3 clusters Score -2.099228e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -20992238.000000 Penalty: 5995.881348
	Iteration 19Q: 3 clusters Score -2.099224e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -20992296.000000 Penalty: 5995.881348
	Iteration 20F: 3 clusters Score -2.09923e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 172521 members 
Entering Unmasked Estep 
Score: -20992302.000000 Penalty: 5995.881348
	Iteration 21Q: 3 clusters Score -2.09923e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -20992312.000000 Penalty: 5995.881348
	Iteration 22Q: 3 clusters Score -2.099231e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 173181 members 
Entering Unmasked Estep 
Score: -20992334.000000 Penalty: 5995.881348
	Iteration 23Q: 3 clusters Score -2.099233e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 173432 members 
Entering Unmasked Estep 
Score: -20992324.000000 Penalty: 5995.881348
	Iteration 24Q: 3 clusters Score -2.099232e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -20992280.000000 Penalty: 5995.881348
	Iteration 25Q: 3 clusters Score -2.099228e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -20992270.000000 Penalty: 5995.881348
	Iteration 26Q: 3 clusters Score -2.099227e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -20992186.000000 Penalty: 5995.881348
	Iteration 27Q: 3 clusters Score -2.099219e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -20992232.000000 Penalty: 5995.881348
	Iteration 28Q: 3 clusters Score -2.099223e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 174344 members 
Entering Unmasked Estep 
Score: -20992214.000000 Penalty: 5995.881348
	Iteration 29Q: 3 clusters Score -2.099221e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 174463 members 
Entering Unmasked Estep 
Score: -20992214.000000 Penalty: 5995.881348
	Iteration 30Q: 3 clusters Score -2.099221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -20992168.000000 Penalty: 5995.881348
	Iteration 31Q: 3 clusters Score -2.099217e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -20992136.000000 Penalty: 5995.881348
	Iteration 32Q: 3 clusters Score -2.099214e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -20992162.000000 Penalty: 5995.881348
	Iteration 33Q: 3 clusters Score -2.099216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 174838 members 
Entering Unmasked Estep 
Score: -20992190.000000 Penalty: 5995.881348
	Iteration 34Q: 3 clusters Score -2.099219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -20992186.000000 Penalty: 5995.881348
	Iteration 35Q: 3 clusters Score -2.099219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -20992204.000000 Penalty: 5995.881348
	Iteration 36Q: 3 clusters Score -2.09922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -20992178.000000 Penalty: 5995.881348
	Iteration 37Q: 3 clusters Score -2.099218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 175079 members 
Entering Unmasked Estep 
Score: -20992192.000000 Penalty: 5995.881348
	Iteration 38Q: 3 clusters Score -2.099219e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 175130 members 
Entering Unmasked Estep 
Score: -20992192.000000 Penalty: 5995.881348
	Iteration 39Q: 3 clusters Score -2.099219e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -20992180.000000 Penalty: 5995.881348
	Iteration 40F: 3 clusters Score -2.099218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -20992142.000000 Penalty: 5995.881348
	Iteration 41Q: 3 clusters Score -2.099214e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 175270 members 
Entering Unmasked Estep 
Score: -20992152.000000 Penalty: 5995.881348
	Iteration 42Q: 3 clusters Score -2.099215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 175314 members 
Entering Unmasked Estep 
Score: -20992138.000000 Penalty: 5995.881348
	Iteration 43Q: 3 clusters Score -2.099214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 175360 members 
Entering Unmasked Estep 
Score: -20992120.000000 Penalty: 5995.881348
	Iteration 44Q: 3 clusters Score -2.099212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -20992110.000000 Penalty: 5995.881348
	Iteration 45Q: 3 clusters Score -2.099211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -20992116.000000 Penalty: 5995.881348
	Iteration 46Q: 3 clusters Score -2.099212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -20992112.000000 Penalty: 5995.881348
	Iteration 47Q: 3 clusters Score -2.099211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 175503 members 
Entering Unmasked Estep 
Score: -20992090.000000 Penalty: 5995.881348
	Iteration 48Q: 3 clusters Score -2.099209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -20992104.000000 Penalty: 5995.881348
	Iteration 49Q: 3 clusters Score -2.09921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -20992100.000000 Penalty: 5995.881348
	Iteration 50Q: 3 clusters Score -2.09921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 175577 members 
Entering Unmasked Estep 
Score: -20992112.000000 Penalty: 5995.881348
	Iteration 51Q: 3 clusters Score -2.099211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -20992098.000000 Penalty: 5995.881348
	Iteration 52Q: 3 clusters Score -2.09921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -20992092.000000 Penalty: 5995.881348
	Iteration 53Q: 3 clusters Score -2.099209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -20992090.000000 Penalty: 5995.881348
	Iteration 54Q: 3 clusters Score -2.099209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -20992092.000000 Penalty: 5995.881348
	Iteration 55Q: 3 clusters Score -2.099209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -20992056.000000 Penalty: 5995.881348
	Iteration 56Q: 3 clusters Score -2.099206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -20992080.000000 Penalty: 5995.881348
	Iteration 57Q: 3 clusters Score -2.099208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -20992078.000000 Penalty: 5995.881348
	Iteration 58Q: 3 clusters Score -2.099208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -20992078.000000 Penalty: 5995.881348
	Iteration 59Q: 3 clusters Score -2.099208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 175758 members 
Entering Unmasked Estep 
Score: -20992090.000000 Penalty: 5995.881348
	Iteration 60F: 3 clusters Score -2.099209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 175769 members 
Entering Unmasked Estep 
Score: -20992082.000000 Penalty: 5995.881348
	Iteration 61Q: 3 clusters Score -2.099208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -20992082.000000 Penalty: 5995.881348
	Iteration 62Q: 3 clusters Score -2.099208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 175792 members 
Entering Unmasked Estep 
Score: -20992084.000000 Penalty: 5995.881348
	Iteration 63Q: 3 clusters Score -2.099208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -20992080.000000 Penalty: 5995.881348
	Iteration 64Q: 3 clusters Score -2.099208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -20992090.000000 Penalty: 5995.881348
	Iteration 65Q: 3 clusters Score -2.099209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -20992092.000000 Penalty: 5995.881348
	Iteration 66Q: 3 clusters Score -2.099209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 175828 members 
Entering Unmasked Estep 
Score: -20992088.000000 Penalty: 5995.881348
	Iteration 67Q: 3 clusters Score -2.099209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 175836 members 
Entering Unmasked Estep 
Score: -20992116.000000 Penalty: 5995.881348
	Iteration 68Q: 3 clusters Score -2.099212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 175843 members 
Entering Unmasked Estep 
Score: -20992122.000000 Penalty: 5995.881348
	Iteration 69Q: 3 clusters Score -2.099212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 175853 members 
Entering Unmasked Estep 
Score: -20992114.000000 Penalty: 5995.881348
	Iteration 70Q: 3 clusters Score -2.099211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 175866 members 
Entering Unmasked Estep 
Score: -20992102.000000 Penalty: 5995.881348
	Iteration 71Q: 3 clusters Score -2.09921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 175875 members 
Entering Unmasked Estep 
Score: -20992118.000000 Penalty: 5995.881348
	Iteration 72Q: 3 clusters Score -2.099212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 175884 members 
Entering Unmasked Estep 
Score: -20992130.000000 Penalty: 5995.881348
	Iteration 73Q: 3 clusters Score -2.099213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 175888 members 
Entering Unmasked Estep 
Score: -20992108.000000 Penalty: 5995.881348
	Iteration 74Q: 3 clusters Score -2.099211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -20992138.000000 Penalty: 5995.881348
	Iteration 75Q: 3 clusters Score -2.099214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 175907 members 
Entering Unmasked Estep 
Score: -20992158.000000 Penalty: 5995.881348
	Iteration 76Q: 3 clusters Score -2.099216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 175918 members 
Entering Unmasked Estep 
Score: -20992148.000000 Penalty: 5995.881348
	Iteration 77Q: 3 clusters Score -2.099215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -20992132.000000 Penalty: 5995.881348
	Iteration 78Q: 3 clusters Score -2.099213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 175920 members 
Entering Unmasked Estep 
Score: -20992140.000000 Penalty: 5995.881348
	Iteration 79Q: 3 clusters Score -2.099214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -20992136.000000 Penalty: 5995.881348
	Iteration 80F: 3 clusters Score -2.099214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 175928 members 
Entering Unmasked Estep 
Score: -20992128.000000 Penalty: 5995.881348
	Iteration 81Q: 3 clusters Score -2.099213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -20992116.000000 Penalty: 5995.881348
	Iteration 82Q: 3 clusters Score -2.099212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -20992126.000000 Penalty: 5995.881348
	Iteration 83Q: 3 clusters Score -2.099213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -20992118.000000 Penalty: 5995.881348
	Iteration 84Q: 3 clusters Score -2.099212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 175951 members 
Entering Unmasked Estep 
Score: -20992124.000000 Penalty: 5995.881348
	Iteration 85Q: 3 clusters Score -2.099212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -20992156.000000 Penalty: 5995.881348
	Iteration 86Q: 3 clusters Score -2.099216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -20992152.000000 Penalty: 5995.881348
	Iteration 87Q: 3 clusters Score -2.099215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -20992156.000000 Penalty: 5995.881348
	Iteration 88Q: 3 clusters Score -2.099216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -20992152.000000 Penalty: 5995.881348
	Iteration 89Q: 3 clusters Score -2.099215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -20992154.000000 Penalty: 5995.881348
	Iteration 90Q: 3 clusters Score -2.099215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -20992152.000000 Penalty: 5995.881348
	Iteration 91Q: 3 clusters Score -2.099215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -20992152.000000 Penalty: 5995.881348
	Iteration 92Q: 3 clusters Score -2.099215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -20992142.000000 Penalty: 5995.881348
	Iteration 93Q: 3 clusters Score -2.099214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -20992154.000000 Penalty: 5995.881348
	Iteration 94Q: 3 clusters Score -2.099215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 175970 members 
Entering Unmasked Estep 
Score: -20992158.000000 Penalty: 5995.881348
	Iteration 95Q: 3 clusters Score -2.099216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -20992164.000000 Penalty: 5995.881348
	Iteration 96Q: 3 clusters Score -2.099216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -20992164.000000 Penalty: 5995.881348
	Iteration 97F: 3 clusters Score -2.099216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Entering Unmasked Estep 
Score: -5199584.500000 Penalty: 2660.786621
	Iteration 0F: 2 clusters Score -5199584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5168683.000000 Penalty: 5321.573242
	Iteration 0F: 3 clusters Score -5168683 nChanged 21007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5180263.000000 Penalty: 5321.573242
	Iteration 1F: 3 clusters Score -5180263 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -5181269.000000 Penalty: 5321.573242
	Iteration 2Q: 3 clusters Score -5181269 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -5182995.500000 Penalty: 5321.573242
	Iteration 3F: 3 clusters Score -5182996 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5185316.500000 Penalty: 5321.573242
	Iteration 4F: 3 clusters Score -5185316 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -5187958.500000 Penalty: 5321.573242
	Iteration 5F: 3 clusters Score -5187958 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5190561.500000 Penalty: 5321.573242
	Iteration 6F: 3 clusters Score -5190562 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5192698.000000 Penalty: 5321.573242
	Iteration 7F: 3 clusters Score -5192698 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5194156.000000 Penalty: 5321.573242
	Iteration 8F: 3 clusters Score -5194156 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5195370.500000 Penalty: 5321.573242
	Iteration 9Q: 3 clusters Score -5195370 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5196500.000000 Penalty: 5321.573242
	Iteration 10Q: 3 clusters Score -5196500 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5197802.000000 Penalty: 5321.573242
	Iteration 11Q: 3 clusters Score -5197802 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5198946.500000 Penalty: 5321.573242
	Iteration 12Q: 3 clusters Score -5198946 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5199333.500000 Penalty: 5321.573242
	Iteration 13Q: 3 clusters Score -5199334 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -5199429.000000 Penalty: 5321.573242
	Iteration 14Q: 3 clusters Score -5199429 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -5199470.500000 Penalty: 5321.573242
	Iteration 15Q: 3 clusters Score -5199470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5199522.000000 Penalty: 5321.573242
	Iteration 16Q: 3 clusters Score -5199522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -5199558.000000 Penalty: 5321.573242
	Iteration 17Q: 3 clusters Score -5199558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5199565.500000 Penalty: 5321.573242
	Iteration 18Q: 3 clusters Score -5199566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -5199584.500000 Penalty: 5321.573242
	Iteration 19Q: 3 clusters Score -5199584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5199605.000000 Penalty: 5321.573242
	Iteration 20F: 3 clusters Score -5199605 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5199618.000000 Penalty: 5321.573242
	Iteration 21Q: 3 clusters Score -5199618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5199626.000000 Penalty: 5321.573242
	Iteration 22Q: 3 clusters Score -5199626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5199630.500000 Penalty: 5321.573242
	Iteration 23Q: 3 clusters Score -5199630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5199628.500000 Penalty: 5321.573242
	Iteration 24Q: 3 clusters Score -5199628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5199640.000000 Penalty: 5321.573242
	Iteration 25Q: 3 clusters Score -5199640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5199638.500000 Penalty: 5321.573242
	Iteration 26Q: 3 clusters Score -5199638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5199635.000000 Penalty: 5321.573242
	Iteration 27Q: 3 clusters Score -5199635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5199632.000000 Penalty: 5321.573242
	Iteration 28Q: 3 clusters Score -5199632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5199629.500000 Penalty: 5321.573242
	Iteration 29Q: 3 clusters Score -5199630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5199638.500000 Penalty: 5321.573242
	Iteration 30Q: 3 clusters Score -5199638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5199646.000000 Penalty: 5321.573242
	Iteration 31Q: 3 clusters Score -5199646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5199649.500000 Penalty: 5321.573242
	Iteration 32Q: 3 clusters Score -5199650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -5199652.000000 Penalty: 5321.573242
	Iteration 33Q: 3 clusters Score -5199652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5199652.500000 Penalty: 5321.573242
	Iteration 34Q: 3 clusters Score -5199652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5199653.500000 Penalty: 5321.573242
	Iteration 35Q: 3 clusters Score -5199654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5199653.500000 Penalty: 5321.573242
	Iteration 36F: 3 clusters Score -5199654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 43718 members 
Mstep: Class 5 contains 177810 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 9 contains 212342 members 
Mstep: Class 10 contains 48576 members 
Mstep: Class 12 contains 58129 members 
Mstep: Class 13 contains 191036 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 6487 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
Score: -118034616.000000 Penalty: 51464.335938
Splitting cluster 6 changes total score from -118034304.000000 to -118034616.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -109062.710938 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -109062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107186.265625 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -107186.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107617.718750 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -107617.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107924.554688 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -107924.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108133.101562 Penalty: 3447.128662
	Iteration 3F: 3 clusters Score -108133.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108337.093750 Penalty: 3447.128662
	Iteration 4F: 3 clusters Score -108337.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108530.601562 Penalty: 3447.128662
	Iteration 5F: 3 clusters Score -108530.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -108752.500000 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -108752.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -108909.437500 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -108909.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109068.554688 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -109068.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109212.968750 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -109213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109296.867188 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -109296.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109411.289062 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -109411.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109509.851562 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -109509.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109595.609375 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -109595.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -109669.156250 Penalty: 3447.128662
	Iteration 14Q: 3 clusters Score -109669.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109705.210938 Penalty: 3447.128662
	Iteration 15Q: 3 clusters Score -109705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109736.171875 Penalty: 3447.128662
	Iteration 16Q: 3 clusters Score -109736.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109765.992188 Penalty: 3447.128662
	Iteration 17Q: 3 clusters Score -109766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109784.101562 Penalty: 3447.128662
	Iteration 18Q: 3 clusters Score -109784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109807.695312 Penalty: 3447.128662
	Iteration 19Q: 3 clusters Score -109807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109828.898438 Penalty: 3447.128662
	Iteration 20F: 3 clusters Score -109828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -109834.835938 Penalty: 3447.128662
	Iteration 21Q: 3 clusters Score -109834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109839.101562 Penalty: 3447.128662
	Iteration 22Q: 3 clusters Score -109839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109843.671875 Penalty: 3447.128662
	Iteration 23Q: 3 clusters Score -109843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -109853.695312 Penalty: 3447.128662
	Iteration 24Q: 3 clusters Score -109853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109859.187500 Penalty: 3447.128662
	Iteration 25Q: 3 clusters Score -109859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109861.210938 Penalty: 3447.128662
	Iteration 26Q: 3 clusters Score -109861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109865.828125 Penalty: 3447.128662
	Iteration 27Q: 3 clusters Score -109865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109868.210938 Penalty: 3447.128662
	Iteration 28Q: 3 clusters Score -109868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109868.812500 Penalty: 3447.128662
	Iteration 29Q: 3 clusters Score -109868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109868.812500 Penalty: 3447.128662
	Iteration 30F: 3 clusters Score -109868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 43718 members 
Mstep: Class 5 contains 177810 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 212342 members 
Mstep: Class 10 contains 48576 members 
Mstep: Class 12 contains 58129 members 
Mstep: Class 13 contains 191036 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 6487 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
Score: -118033720.000000 Penalty: 54895.289062
Splitting cluster 7 changes total score from -118034304.000000 to -118033720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (212342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212342 members 
Entering Unmasked Estep 
Score: -24964526.000000 Penalty: 3041.956299
	Iteration 0F: 2 clusters Score -2.496453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -24827470.000000 Penalty: 6083.912598
	Iteration 0F: 3 clusters Score -2.482747e+07 nChanged 102244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -24887384.000000 Penalty: 6083.912598
	Iteration 1F: 3 clusters Score -2.488738e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -24888724.000000 Penalty: 6083.912598
	Iteration 2Q: 3 clusters Score -2.488872e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -24890974.000000 Penalty: 6083.912598
	Iteration 3Q: 3 clusters Score -2.489097e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129688 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -24894936.000000 Penalty: 6083.912598
	Iteration 4Q: 3 clusters Score -2.489494e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -24902434.000000 Penalty: 6083.912598
	Iteration 5F: 3 clusters Score -2.490243e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159295 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -24915416.000000 Penalty: 6083.912598
	Iteration 6F: 3 clusters Score -2.491542e+07 nChanged 19635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -24932076.000000 Penalty: 6083.912598
	Iteration 7F: 3 clusters Score -2.493208e+07 nChanged 16980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195844 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -24947062.000000 Penalty: 6083.912598
	Iteration 8F: 3 clusters Score -2.494706e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206035 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -24956224.000000 Penalty: 6083.912598
	Iteration 9Q: 3 clusters Score -2.495622e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210276 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -24960126.000000 Penalty: 6083.912598
	Iteration 10Q: 3 clusters Score -2.496013e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -24961230.000000 Penalty: 6083.912598
	Iteration 11Q: 3 clusters Score -2.496123e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211912 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24961548.000000 Penalty: 6083.912598
	Iteration 12Q: 3 clusters Score -2.496155e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212022 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24961658.000000 Penalty: 6083.912598
	Iteration 13Q: 3 clusters Score -2.496166e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212065 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24961746.000000 Penalty: 6083.912598
	Iteration 14Q: 3 clusters Score -2.496175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24961812.000000 Penalty: 6083.912598
	Iteration 15Q: 3 clusters Score -2.496181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212098 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24961824.000000 Penalty: 6083.912598
	Iteration 16Q: 3 clusters Score -2.496182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24961832.000000 Penalty: 6083.912598
	Iteration 17Q: 3 clusters Score -2.496183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24961830.000000 Penalty: 6083.912598
	Iteration 18Q: 3 clusters Score -2.496183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212103 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24961828.000000 Penalty: 6083.912598
	Iteration 19Q: 3 clusters Score -2.496183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212106 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24961844.000000 Penalty: 6083.912598
	Iteration 20F: 3 clusters Score -2.496184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212108 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24961844.000000 Penalty: 6083.912598
	Iteration 21Q: 3 clusters Score -2.496184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24961846.000000 Penalty: 6083.912598
	Iteration 22Q: 3 clusters Score -2.496185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24961838.000000 Penalty: 6083.912598
	Iteration 23Q: 3 clusters Score -2.496184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24961838.000000 Penalty: 6083.912598
	Iteration 24F: 3 clusters Score -2.496184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Entering Unmasked Estep 
Score: -5781339.500000 Penalty: 2676.139404
	Iteration 0F: 2 clusters Score -5781340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -5748677.500000 Penalty: 5352.278809
	Iteration 0F: 3 clusters Score -5748678 nChanged 22276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -5760868.000000 Penalty: 5352.278809
	Iteration 1F: 3 clusters Score -5760868 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5761463.500000 Penalty: 5352.278809
	Iteration 2Q: 3 clusters Score -5761464 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5762138.500000 Penalty: 5352.278809
	Iteration 3Q: 3 clusters Score -5762138 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5762873.500000 Penalty: 5352.278809
	Iteration 4Q: 3 clusters Score -5762874 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5763635.000000 Penalty: 5352.278809
	Iteration 5Q: 3 clusters Score -5763635 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5764423.000000 Penalty: 5352.278809
	Iteration 6Q: 3 clusters Score -5764423 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5765331.500000 Penalty: 5352.278809
	Iteration 7Q: 3 clusters Score -5765332 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5766305.500000 Penalty: 5352.278809
	Iteration 8Q: 3 clusters Score -5766306 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -5767306.000000 Penalty: 5352.278809
	Iteration 9Q: 3 clusters Score -5767306 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -5768358.500000 Penalty: 5352.278809
	Iteration 10Q: 3 clusters Score -5768358 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5769469.500000 Penalty: 5352.278809
	Iteration 11Q: 3 clusters Score -5769470 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5770570.000000 Penalty: 5352.278809
	Iteration 12Q: 3 clusters Score -5770570 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5771539.000000 Penalty: 5352.278809
	Iteration 13Q: 3 clusters Score -5771539 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5772299.000000 Penalty: 5352.278809
	Iteration 14Q: 3 clusters Score -5772299 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5772906.500000 Penalty: 5352.278809
	Iteration 15Q: 3 clusters Score -5772906 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5773391.000000 Penalty: 5352.278809
	Iteration 16Q: 3 clusters Score -5773391 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5773789.500000 Penalty: 5352.278809
	Iteration 17Q: 3 clusters Score -5773790 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5774161.500000 Penalty: 5352.278809
	Iteration 18Q: 3 clusters Score -5774162 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5774515.000000 Penalty: 5352.278809
	Iteration 19Q: 3 clusters Score -5774515 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -5774850.000000 Penalty: 5352.278809
	Iteration 20F: 3 clusters Score -5774850 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5775145.500000 Penalty: 5352.278809
	Iteration 21Q: 3 clusters Score -5775146 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -5775470.500000 Penalty: 5352.278809
	Iteration 22Q: 3 clusters Score -5775470 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5775789.000000 Penalty: 5352.278809
	Iteration 23Q: 3 clusters Score -5775789 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5776145.000000 Penalty: 5352.278809
	Iteration 24Q: 3 clusters Score -5776145 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5776515.500000 Penalty: 5352.278809
	Iteration 25Q: 3 clusters Score -5776516 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5776900.000000 Penalty: 5352.278809
	Iteration 26Q: 3 clusters Score -5776900 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5777221.000000 Penalty: 5352.278809
	Iteration 27Q: 3 clusters Score -5777221 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5777556.500000 Penalty: 5352.278809
	Iteration 28Q: 3 clusters Score -5777556 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5777803.500000 Penalty: 5352.278809
	Iteration 29Q: 3 clusters Score -5777804 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5778036.000000 Penalty: 5352.278809
	Iteration 30Q: 3 clusters Score -5778036 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5778271.000000 Penalty: 5352.278809
	Iteration 31Q: 3 clusters Score -5778271 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5778462.500000 Penalty: 5352.278809
	Iteration 32Q: 3 clusters Score -5778462 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5778598.500000 Penalty: 5352.278809
	Iteration 33Q: 3 clusters Score -5778598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5778689.500000 Penalty: 5352.278809
	Iteration 34Q: 3 clusters Score -5778690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5778751.500000 Penalty: 5352.278809
	Iteration 35Q: 3 clusters Score -5778752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5778787.500000 Penalty: 5352.278809
	Iteration 36Q: 3 clusters Score -5778788 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5778806.500000 Penalty: 5352.278809
	Iteration 37Q: 3 clusters Score -5778806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5778839.500000 Penalty: 5352.278809
	Iteration 38Q: 3 clusters Score -5778840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5778880.000000 Penalty: 5352.278809
	Iteration 39Q: 3 clusters Score -5778880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5778917.500000 Penalty: 5352.278809
	Iteration 40F: 3 clusters Score -5778918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5778944.500000 Penalty: 5352.278809
	Iteration 41Q: 3 clusters Score -5778944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5778965.500000 Penalty: 5352.278809
	Iteration 42Q: 3 clusters Score -5778966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5778983.500000 Penalty: 5352.278809
	Iteration 43Q: 3 clusters Score -5778984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5779002.500000 Penalty: 5352.278809
	Iteration 44Q: 3 clusters Score -5779002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5779016.500000 Penalty: 5352.278809
	Iteration 45Q: 3 clusters Score -5779016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5779025.500000 Penalty: 5352.278809
	Iteration 46Q: 3 clusters Score -5779026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5779046.000000 Penalty: 5352.278809
	Iteration 47Q: 3 clusters Score -5779046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5779062.500000 Penalty: 5352.278809
	Iteration 48Q: 3 clusters Score -5779062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5779074.500000 Penalty: 5352.278809
	Iteration 49Q: 3 clusters Score -5779074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5779081.500000 Penalty: 5352.278809
	Iteration 50Q: 3 clusters Score -5779082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5779095.500000 Penalty: 5352.278809
	Iteration 51Q: 3 clusters Score -5779096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5779109.500000 Penalty: 5352.278809
	Iteration 52Q: 3 clusters Score -5779110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5779116.500000 Penalty: 5352.278809
	Iteration 53Q: 3 clusters Score -5779116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5779130.000000 Penalty: 5352.278809
	Iteration 54Q: 3 clusters Score -5779130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5779135.000000 Penalty: 5352.278809
	Iteration 55Q: 3 clusters Score -5779135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5779139.500000 Penalty: 5352.278809
	Iteration 56Q: 3 clusters Score -5779140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5779141.000000 Penalty: 5352.278809
	Iteration 57Q: 3 clusters Score -5779141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5779142.500000 Penalty: 5352.278809
	Iteration 58Q: 3 clusters Score -5779142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5779142.000000 Penalty: 5352.278809
	Iteration 59Q: 3 clusters Score -5779142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5779149.500000 Penalty: 5352.278809
	Iteration 60F: 3 clusters Score -5779150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5779154.500000 Penalty: 5352.278809
	Iteration 61Q: 3 clusters Score -5779154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5779159.500000 Penalty: 5352.278809
	Iteration 62Q: 3 clusters Score -5779160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5779157.500000 Penalty: 5352.278809
	Iteration 63Q: 3 clusters Score -5779158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5779162.500000 Penalty: 5352.278809
	Iteration 64Q: 3 clusters Score -5779162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5779163.000000 Penalty: 5352.278809
	Iteration 65Q: 3 clusters Score -5779163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5779169.000000 Penalty: 5352.278809
	Iteration 66Q: 3 clusters Score -5779169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5779170.000000 Penalty: 5352.278809
	Iteration 67Q: 3 clusters Score -5779170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5779169.500000 Penalty: 5352.278809
	Iteration 68Q: 3 clusters Score -5779170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5779169.500000 Penalty: 5352.278809
	Iteration 69F: 3 clusters Score -5779170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Entering Unmasked Estep 
Score: -6873504.500000 Penalty: 2720.664062
	Iteration 0F: 2 clusters Score -6873504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -6834340.500000 Penalty: 5441.328125
	Iteration 0F: 3 clusters Score -6834340 nChanged 27035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -6849583.500000 Penalty: 5441.328125
	Iteration 1F: 3 clusters Score -6849584 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -6850401.500000 Penalty: 5441.328125
	Iteration 2Q: 3 clusters Score -6850402 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6851563.000000 Penalty: 5441.328125
	Iteration 3Q: 3 clusters Score -6851563 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6853196.500000 Penalty: 5441.328125
	Iteration 4F: 3 clusters Score -6853196 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -6855892.000000 Penalty: 5441.328125
	Iteration 5F: 3 clusters Score -6855892 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6859694.000000 Penalty: 5441.328125
	Iteration 6F: 3 clusters Score -6859694 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -6863848.500000 Penalty: 5441.328125
	Iteration 7F: 3 clusters Score -6863848 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6867326.000000 Penalty: 5441.328125
	Iteration 8F: 3 clusters Score -6867326 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -6869213.500000 Penalty: 5441.328125
	Iteration 9Q: 3 clusters Score -6869214 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6870158.500000 Penalty: 5441.328125
	Iteration 10Q: 3 clusters Score -6870158 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -6870608.000000 Penalty: 5441.328125
	Iteration 11Q: 3 clusters Score -6870608 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6870897.000000 Penalty: 5441.328125
	Iteration 12Q: 3 clusters Score -6870897 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -6871057.000000 Penalty: 5441.328125
	Iteration 13Q: 3 clusters Score -6871057 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6871195.500000 Penalty: 5441.328125
	Iteration 14Q: 3 clusters Score -6871196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6871291.500000 Penalty: 5441.328125
	Iteration 15Q: 3 clusters Score -6871292 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6871374.000000 Penalty: 5441.328125
	Iteration 16Q: 3 clusters Score -6871374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6871410.500000 Penalty: 5441.328125
	Iteration 17Q: 3 clusters Score -6871410 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6871454.500000 Penalty: 5441.328125
	Iteration 18Q: 3 clusters Score -6871454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6871471.500000 Penalty: 5441.328125
	Iteration 19Q: 3 clusters Score -6871472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6871495.500000 Penalty: 5441.328125
	Iteration 20F: 3 clusters Score -6871496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6871502.500000 Penalty: 5441.328125
	Iteration 21Q: 3 clusters Score -6871502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6871529.000000 Penalty: 5441.328125
	Iteration 22Q: 3 clusters Score -6871529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6871541.500000 Penalty: 5441.328125
	Iteration 23Q: 3 clusters Score -6871542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6871541.000000 Penalty: 5441.328125
	Iteration 24Q: 3 clusters Score -6871541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6871547.500000 Penalty: 5441.328125
	Iteration 25Q: 3 clusters Score -6871548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6871553.000000 Penalty: 5441.328125
	Iteration 26Q: 3 clusters Score -6871553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6871567.500000 Penalty: 5441.328125
	Iteration 27Q: 3 clusters Score -6871568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6871566.500000 Penalty: 5441.328125
	Iteration 28Q: 3 clusters Score -6871566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6871571.000000 Penalty: 5441.328125
	Iteration 29Q: 3 clusters Score -6871571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6871568.000000 Penalty: 5441.328125
	Iteration 30Q: 3 clusters Score -6871568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6871574.000000 Penalty: 5441.328125
	Iteration 31Q: 3 clusters Score -6871574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6871583.000000 Penalty: 5441.328125
	Iteration 32Q: 3 clusters Score -6871583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6871588.000000 Penalty: 5441.328125
	Iteration 33Q: 3 clusters Score -6871588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6871593.500000 Penalty: 5441.328125
	Iteration 34Q: 3 clusters Score -6871594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6871592.500000 Penalty: 5441.328125
	Iteration 35Q: 3 clusters Score -6871592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6871593.000000 Penalty: 5441.328125
	Iteration 36Q: 3 clusters Score -6871593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6871599.000000 Penalty: 5441.328125
	Iteration 37Q: 3 clusters Score -6871599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6871595.000000 Penalty: 5441.328125
	Iteration 38Q: 3 clusters Score -6871595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6871595.000000 Penalty: 5441.328125
	Iteration 39Q: 3 clusters Score -6871595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6871596.500000 Penalty: 5441.328125
	Iteration 40F: 3 clusters Score -6871596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6871591.000000 Penalty: 5441.328125
	Iteration 41Q: 3 clusters Score -6871591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6871599.000000 Penalty: 5441.328125
	Iteration 42Q: 3 clusters Score -6871599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6871608.500000 Penalty: 5441.328125
	Iteration 43Q: 3 clusters Score -6871608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6871600.000000 Penalty: 5441.328125
	Iteration 44Q: 3 clusters Score -6871600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6871597.000000 Penalty: 5441.328125
	Iteration 45Q: 3 clusters Score -6871597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6871597.000000 Penalty: 5441.328125
	Iteration 46Q: 3 clusters Score -6871597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6871597.000000 Penalty: 5441.328125
	Iteration 47F: 3 clusters Score -6871597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Entering Unmasked Estep 
Score: -22668774.000000 Penalty: 3015.733887
	Iteration 0F: 2 clusters Score -2.266877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -22555396.000000 Penalty: 6031.467773
	Iteration 0F: 3 clusters Score -2.25554e+07 nChanged 91528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96483 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -22608816.000000 Penalty: 6031.467773
	Iteration 1F: 3 clusters Score -2.260882e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -22610136.000000 Penalty: 6031.467773
	Iteration 2Q: 3 clusters Score -2.261014e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -22611982.000000 Penalty: 6031.467773
	Iteration 3Q: 3 clusters Score -2.261198e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -22614360.000000 Penalty: 6031.467773
	Iteration 4Q: 3 clusters Score -2.261436e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -22617576.000000 Penalty: 6031.467773
	Iteration 5Q: 3 clusters Score -2.261758e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -22621632.000000 Penalty: 6031.467773
	Iteration 6Q: 3 clusters Score -2.262163e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -22626984.000000 Penalty: 6031.467773
	Iteration 7F: 3 clusters Score -2.262698e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -22634400.000000 Penalty: 6031.467773
	Iteration 8F: 3 clusters Score -2.26344e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -22643584.000000 Penalty: 6031.467773
	Iteration 9F: 3 clusters Score -2.264358e+07 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -22651922.000000 Penalty: 6031.467773
	Iteration 10F: 3 clusters Score -2.265192e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -22656224.000000 Penalty: 6031.467773
	Iteration 11Q: 3 clusters Score -2.265622e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -22657710.000000 Penalty: 6031.467773
	Iteration 12Q: 3 clusters Score -2.265771e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -22658716.000000 Penalty: 6031.467773
	Iteration 13Q: 3 clusters Score -2.265872e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -22659406.000000 Penalty: 6031.467773
	Iteration 14Q: 3 clusters Score -2.265941e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -22660236.000000 Penalty: 6031.467773
	Iteration 15Q: 3 clusters Score -2.266024e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 120605 members 
Entering Unmasked Estep 
Score: -22661134.000000 Penalty: 6031.467773
	Iteration 16Q: 3 clusters Score -2.266113e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -22661954.000000 Penalty: 6031.467773
	Iteration 17Q: 3 clusters Score -2.266195e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 125637 members 
Entering Unmasked Estep 
Score: -22662608.000000 Penalty: 6031.467773
	Iteration 18Q: 3 clusters Score -2.266261e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -22663206.000000 Penalty: 6031.467773
	Iteration 19Q: 3 clusters Score -2.266321e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 130775 members 
Entering Unmasked Estep 
Score: -22663952.000000 Penalty: 6031.467773
	Iteration 20F: 3 clusters Score -2.266395e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 133418 members 
Entering Unmasked Estep 
Score: -22664708.000000 Penalty: 6031.467773
	Iteration 21Q: 3 clusters Score -2.266471e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -22665362.000000 Penalty: 6031.467773
	Iteration 22Q: 3 clusters Score -2.266536e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 138607 members 
Entering Unmasked Estep 
Score: -22666092.000000 Penalty: 6031.467773
	Iteration 23Q: 3 clusters Score -2.266609e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -22666788.000000 Penalty: 6031.467773
	Iteration 24Q: 3 clusters Score -2.266679e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -22667526.000000 Penalty: 6031.467773
	Iteration 25Q: 3 clusters Score -2.266753e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -22668272.000000 Penalty: 6031.467773
	Iteration 26Q: 3 clusters Score -2.266827e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 148889 members 
Entering Unmasked Estep 
Score: -22669204.000000 Penalty: 6031.467773
	Iteration 27Q: 3 clusters Score -2.26692e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -22669900.000000 Penalty: 6031.467773
	Iteration 28Q: 3 clusters Score -2.26699e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -22670250.000000 Penalty: 6031.467773
	Iteration 29Q: 3 clusters Score -2.267025e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -22670902.000000 Penalty: 6031.467773
	Iteration 30Q: 3 clusters Score -2.26709e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -22671356.000000 Penalty: 6031.467773
	Iteration 31Q: 3 clusters Score -2.267136e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -22671664.000000 Penalty: 6031.467773
	Iteration 32Q: 3 clusters Score -2.267166e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 163591 members 
Entering Unmasked Estep 
Score: -22671892.000000 Penalty: 6031.467773
	Iteration 33Q: 3 clusters Score -2.267189e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -22671898.000000 Penalty: 6031.467773
	Iteration 34Q: 3 clusters Score -2.26719e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -22672090.000000 Penalty: 6031.467773
	Iteration 35Q: 3 clusters Score -2.267209e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -22672060.000000 Penalty: 6031.467773
	Iteration 36Q: 3 clusters Score -2.267206e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -22671970.000000 Penalty: 6031.467773
	Iteration 37Q: 3 clusters Score -2.267197e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -22671968.000000 Penalty: 6031.467773
	Iteration 38Q: 3 clusters Score -2.267197e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -22671890.000000 Penalty: 6031.467773
	Iteration 39Q: 3 clusters Score -2.267189e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -22671868.000000 Penalty: 6031.467773
	Iteration 40F: 3 clusters Score -2.267187e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -22671702.000000 Penalty: 6031.467773
	Iteration 41Q: 3 clusters Score -2.26717e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 177540 members 
Entering Unmasked Estep 
Score: -22671476.000000 Penalty: 6031.467773
	Iteration 42Q: 3 clusters Score -2.267148e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -22671298.000000 Penalty: 6031.467773
	Iteration 43Q: 3 clusters Score -2.26713e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -22671100.000000 Penalty: 6031.467773
	Iteration 44Q: 3 clusters Score -2.26711e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -22670842.000000 Penalty: 6031.467773
	Iteration 45Q: 3 clusters Score -2.267084e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 180958 members 
Entering Unmasked Estep 
Score: -22670796.000000 Penalty: 6031.467773
	Iteration 46Q: 3 clusters Score -2.26708e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -22670778.000000 Penalty: 6031.467773
	Iteration 47Q: 3 clusters Score -2.267078e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -22670710.000000 Penalty: 6031.467773
	Iteration 48Q: 3 clusters Score -2.267071e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 182691 members 
Entering Unmasked Estep 
Score: -22670702.000000 Penalty: 6031.467773
	Iteration 49Q: 3 clusters Score -2.26707e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 183149 members 
Entering Unmasked Estep 
Score: -22670702.000000 Penalty: 6031.467773
	Iteration 50Q: 3 clusters Score -2.26707e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 183582 members 
Entering Unmasked Estep 
Score: -22670596.000000 Penalty: 6031.467773
	Iteration 51Q: 3 clusters Score -2.26706e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 183933 members 
Entering Unmasked Estep 
Score: -22670574.000000 Penalty: 6031.467773
	Iteration 52Q: 3 clusters Score -2.267057e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 184259 members 
Entering Unmasked Estep 
Score: -22670584.000000 Penalty: 6031.467773
	Iteration 53Q: 3 clusters Score -2.267058e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 184555 members 
Entering Unmasked Estep 
Score: -22670566.000000 Penalty: 6031.467773
	Iteration 54Q: 3 clusters Score -2.267057e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -22670522.000000 Penalty: 6031.467773
	Iteration 55Q: 3 clusters Score -2.267052e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 185097 members 
Entering Unmasked Estep 
Score: -22670442.000000 Penalty: 6031.467773
	Iteration 56Q: 3 clusters Score -2.267044e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 185317 members 
Entering Unmasked Estep 
Score: -22670448.000000 Penalty: 6031.467773
	Iteration 57Q: 3 clusters Score -2.267045e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 185503 members 
Entering Unmasked Estep 
Score: -22670390.000000 Penalty: 6031.467773
	Iteration 58Q: 3 clusters Score -2.267039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 185659 members 
Entering Unmasked Estep 
Score: -22670332.000000 Penalty: 6031.467773
	Iteration 59Q: 3 clusters Score -2.267033e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 185802 members 
Entering Unmasked Estep 
Score: -22670270.000000 Penalty: 6031.467773
	Iteration 60F: 3 clusters Score -2.267027e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 185936 members 
Entering Unmasked Estep 
Score: -22670218.000000 Penalty: 6031.467773
	Iteration 61Q: 3 clusters Score -2.267022e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 186059 members 
Entering Unmasked Estep 
Score: -22670234.000000 Penalty: 6031.467773
	Iteration 62Q: 3 clusters Score -2.267023e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 186174 members 
Entering Unmasked Estep 
Score: -22670206.000000 Penalty: 6031.467773
	Iteration 63Q: 3 clusters Score -2.267021e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 186254 members 
Entering Unmasked Estep 
Score: -22670174.000000 Penalty: 6031.467773
	Iteration 64Q: 3 clusters Score -2.267017e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 186321 members 
Entering Unmasked Estep 
Score: -22670176.000000 Penalty: 6031.467773
	Iteration 65Q: 3 clusters Score -2.267018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 186397 members 
Entering Unmasked Estep 
Score: -22670180.000000 Penalty: 6031.467773
	Iteration 66Q: 3 clusters Score -2.267018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 186459 members 
Entering Unmasked Estep 
Score: -22670182.000000 Penalty: 6031.467773
	Iteration 67Q: 3 clusters Score -2.267018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 186517 members 
Entering Unmasked Estep 
Score: -22670126.000000 Penalty: 6031.467773
	Iteration 68Q: 3 clusters Score -2.267013e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 186570 members 
Entering Unmasked Estep 
Score: -22670122.000000 Penalty: 6031.467773
	Iteration 69Q: 3 clusters Score -2.267012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -22670112.000000 Penalty: 6031.467773
	Iteration 70Q: 3 clusters Score -2.267011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -22670118.000000 Penalty: 6031.467773
	Iteration 71Q: 3 clusters Score -2.267012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -22670124.000000 Penalty: 6031.467773
	Iteration 72Q: 3 clusters Score -2.267012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 186752 members 
Entering Unmasked Estep 
Score: -22670146.000000 Penalty: 6031.467773
	Iteration 73Q: 3 clusters Score -2.267015e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -22670128.000000 Penalty: 6031.467773
	Iteration 74Q: 3 clusters Score -2.267013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 6031.467773
	Iteration 75Q: 3 clusters Score -2.26701e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 186855 members 
Entering Unmasked Estep 
Score: -22670118.000000 Penalty: 6031.467773
	Iteration 76Q: 3 clusters Score -2.267012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 186882 members 
Entering Unmasked Estep 
Score: -22670134.000000 Penalty: 6031.467773
	Iteration 77Q: 3 clusters Score -2.267013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 186907 members 
Entering Unmasked Estep 
Score: -22670138.000000 Penalty: 6031.467773
	Iteration 78Q: 3 clusters Score -2.267014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 186931 members 
Entering Unmasked Estep 
Score: -22670152.000000 Penalty: 6031.467773
	Iteration 79Q: 3 clusters Score -2.267015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 186954 members 
Entering Unmasked Estep 
Score: -22670112.000000 Penalty: 6031.467773
	Iteration 80F: 3 clusters Score -2.267011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 186973 members 
Entering Unmasked Estep 
Score: -22670110.000000 Penalty: 6031.467773
	Iteration 81Q: 3 clusters Score -2.267011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -22670112.000000 Penalty: 6031.467773
	Iteration 82Q: 3 clusters Score -2.267011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 6031.467773
	Iteration 83Q: 3 clusters Score -2.26701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 6031.467773
	Iteration 84Q: 3 clusters Score -2.26701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 187019 members 
Entering Unmasked Estep 
Score: -22670112.000000 Penalty: 6031.467773
	Iteration 85Q: 3 clusters Score -2.267011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 187028 members 
Entering Unmasked Estep 
Score: -22670114.000000 Penalty: 6031.467773
	Iteration 86Q: 3 clusters Score -2.267011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -22670106.000000 Penalty: 6031.467773
	Iteration 87Q: 3 clusters Score -2.267011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -22670120.000000 Penalty: 6031.467773
	Iteration 88Q: 3 clusters Score -2.267012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 187037 members 
Entering Unmasked Estep 
Score: -22670112.000000 Penalty: 6031.467773
	Iteration 89Q: 3 clusters Score -2.267011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -22670116.000000 Penalty: 6031.467773
	Iteration 90Q: 3 clusters Score -2.267012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 187041 members 
Entering Unmasked Estep 
Score: -22670110.000000 Penalty: 6031.467773
	Iteration 91Q: 3 clusters Score -2.267011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -22670108.000000 Penalty: 6031.467773
	Iteration 92Q: 3 clusters Score -2.267011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -22670116.000000 Penalty: 6031.467773
	Iteration 93Q: 3 clusters Score -2.267012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 187049 members 
Entering Unmasked Estep 
Score: -22670102.000000 Penalty: 6031.467773
	Iteration 94Q: 3 clusters Score -2.26701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 187051 members 
Entering Unmasked Estep 
Score: -22670108.000000 Penalty: 6031.467773
	Iteration 95Q: 3 clusters Score -2.267011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 187057 members 
Entering Unmasked Estep 
Score: -22670122.000000 Penalty: 6031.467773
	Iteration 96Q: 3 clusters Score -2.267012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -22670118.000000 Penalty: 6031.467773
	Iteration 97Q: 3 clusters Score -2.267012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 187063 members 
Entering Unmasked Estep 
Score: -22670124.000000 Penalty: 6031.467773
	Iteration 98Q: 3 clusters Score -2.267012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -22670120.000000 Penalty: 6031.467773
	Iteration 99Q: 3 clusters Score -2.267012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -22670114.000000 Penalty: 6031.467773
	Iteration 100F: 3 clusters Score -2.267011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 6031.467773
	Iteration 101Q: 3 clusters Score -2.26701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 6031.467773
	Iteration 102F: 3 clusters Score -2.26701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 4 contains 43718 members 
Mstep: Class 5 contains 177810 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 187066 members 
Mstep: Class 9 contains 212342 members 
Mstep: Class 10 contains 48576 members 
Mstep: Class 12 contains 58129 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 6487 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
Score: -118035704.000000 Penalty: 54895.289062
Splitting cluster 13 changes total score from -118034304.000000 to -118035704.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (22542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Entering Unmasked Estep 
Score: -2616415.000000 Penalty: 2485.737549
	Iteration 0F: 2 clusters Score -2616415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2600648.250000 Penalty: 4971.475098
	Iteration 0F: 3 clusters Score -2600648 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2606019.750000 Penalty: 4971.475098
	Iteration 1F: 3 clusters Score -2606020 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2606466.750000 Penalty: 4971.475098
	Iteration 2F: 3 clusters Score -2606467 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2606867.750000 Penalty: 4971.475098
	Iteration 3Q: 3 clusters Score -2606868 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2607362.750000 Penalty: 4971.475098
	Iteration 4Q: 3 clusters Score -2607363 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2608072.250000 Penalty: 4971.475098
	Iteration 5F: 3 clusters Score -2608072 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2609176.750000 Penalty: 4971.475098
	Iteration 6F: 3 clusters Score -2609177 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2610721.750000 Penalty: 4971.475098
	Iteration 7F: 3 clusters Score -2610722 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2612489.250000 Penalty: 4971.475098
	Iteration 8F: 3 clusters Score -2612489 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2613909.750000 Penalty: 4971.475098
	Iteration 9F: 3 clusters Score -2613910 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2614871.000000 Penalty: 4971.475098
	Iteration 10Q: 3 clusters Score -2614871 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2615363.500000 Penalty: 4971.475098
	Iteration 11Q: 3 clusters Score -2615364 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2615580.750000 Penalty: 4971.475098
	Iteration 12Q: 3 clusters Score -2615581 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2615688.250000 Penalty: 4971.475098
	Iteration 13Q: 3 clusters Score -2615688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2615749.250000 Penalty: 4971.475098
	Iteration 14Q: 3 clusters Score -2615749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2615790.250000 Penalty: 4971.475098
	Iteration 15Q: 3 clusters Score -2615790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2615821.000000 Penalty: 4971.475098
	Iteration 16Q: 3 clusters Score -2615821 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2615838.000000 Penalty: 4971.475098
	Iteration 17Q: 3 clusters Score -2615838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2615850.000000 Penalty: 4971.475098
	Iteration 18Q: 3 clusters Score -2615850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2615855.750000 Penalty: 4971.475098
	Iteration 19Q: 3 clusters Score -2615856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2615861.000000 Penalty: 4971.475098
	Iteration 20F: 3 clusters Score -2615861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2615863.250000 Penalty: 4971.475098
	Iteration 21Q: 3 clusters Score -2615863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2615864.500000 Penalty: 4971.475098
	Iteration 22Q: 3 clusters Score -2615864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2615870.500000 Penalty: 4971.475098
	Iteration 23Q: 3 clusters Score -2615870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2615874.500000 Penalty: 4971.475098
	Iteration 24Q: 3 clusters Score -2615874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2615871.250000 Penalty: 4971.475098
	Iteration 25Q: 3 clusters Score -2615871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2615873.750000 Penalty: 4971.475098
	Iteration 26Q: 3 clusters Score -2615874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2615872.750000 Penalty: 4971.475098
	Iteration 27Q: 3 clusters Score -2615873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2615875.250000 Penalty: 4971.475098
	Iteration 28Q: 3 clusters Score -2615875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2615875.250000 Penalty: 4971.475098
	Iteration 29F: 3 clusters Score -2615875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -782535.187500 Penalty: 2176.833740
	Iteration 0F: 2 clusters Score -782535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -777121.687500 Penalty: 4353.667480
	Iteration 0F: 3 clusters Score -777121.7 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -778491.687500 Penalty: 4353.667480
	Iteration 1F: 3 clusters Score -778491.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -778744.062500 Penalty: 4353.667480
	Iteration 2F: 3 clusters Score -778744.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -778915.812500 Penalty: 4353.667480
	Iteration 3F: 3 clusters Score -778915.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -779054.250000 Penalty: 4353.667480
	Iteration 4Q: 3 clusters Score -779054.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -779159.125000 Penalty: 4353.667480
	Iteration 5Q: 3 clusters Score -779159.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -779251.812500 Penalty: 4353.667480
	Iteration 6Q: 3 clusters Score -779251.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -779337.812500 Penalty: 4353.667480
	Iteration 7Q: 3 clusters Score -779337.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -779422.375000 Penalty: 4353.667480
	Iteration 8Q: 3 clusters Score -779422.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -779508.375000 Penalty: 4353.667480
	Iteration 9Q: 3 clusters Score -779508.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -779605.812500 Penalty: 4353.667480
	Iteration 10Q: 3 clusters Score -779605.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -779706.250000 Penalty: 4353.667480
	Iteration 11Q: 3 clusters Score -779706.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -779807.625000 Penalty: 4353.667480
	Iteration 12Q: 3 clusters Score -779807.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -779907.250000 Penalty: 4353.667480
	Iteration 13Q: 3 clusters Score -779907.2 nChanged 137
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: -779989.875000 Penalty: 4353.667480
	Iteration 14Q: 3 clusters Score -779989.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -780068.750000 Penalty: 4353.667480
	Iteration 15Q: 3 clusters Score -780068.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -780156.875000 Penalty: 4353.667480
	Iteration 16Q: 3 clusters Score -780156.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -780239.125000 Penalty: 4353.667480
	Iteration 17Q: 3 clusters Score -780239.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -780324.187500 Penalty: 4353.667480
	Iteration 18Q: 3 clusters Score -780324.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -780397.375000 Penalty: 4353.667480
	Iteration 19Q: 3 clusters Score -780397.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -780457.812500 Penalty: 4353.667480
	Iteration 20F: 3 clusters Score -780457.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -780512.375000 Penalty: 4353.667480
	Iteration 21Q: 3 clusters Score -780512.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -780554.500000 Penalty: 4353.667480
	Iteration 22Q: 3 clusters Score -780554.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -780586.750000 Penalty: 4353.667480
	Iteration 23Q: 3 clusters Score -780586.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -780618.625000 Penalty: 4353.667480
	Iteration 24Q: 3 clusters Score -780618.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -780648.875000 Penalty: 4353.667480
	Iteration 25Q: 3 clusters Score -780648.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -780667.187500 Penalty: 4353.667480
	Iteration 26Q: 3 clusters Score -780667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -780684.812500 Penalty: 4353.667480
	Iteration 27Q: 3 clusters Score -780684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -780697.562500 Penalty: 4353.667480
	Iteration 28Q: 3 clusters Score -780697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -780702.875000 Penalty: 4353.667480
	Iteration 29Q: 3 clusters Score -780702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -780709.500000 Penalty: 4353.667480
	Iteration 30Q: 3 clusters Score -780709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -780716.875000 Penalty: 4353.667480
	Iteration 31Q: 3 clusters Score -780716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -780723.250000 Penalty: 4353.667480
	Iteration 32Q: 3 clusters Score -780723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -780729.437500 Penalty: 4353.667480
	Iteration 33Q: 3 clusters Score -780729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -780732.187500 Penalty: 4353.667480
	Iteration 34Q: 3 clusters Score -780732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -780733.625000 Penalty: 4353.667480
	Iteration 35Q: 3 clusters Score -780733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -780737.812500 Penalty: 4353.667480
	Iteration 36Q: 3 clusters Score -780737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -780738.875000 Penalty: 4353.667480
	Iteration 37Q: 3 clusters Score -780738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -780740.375000 Penalty: 4353.667480
	Iteration 38Q: 3 clusters Score -780740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780742.687500 Penalty: 4353.667480
	Iteration 39Q: 3 clusters Score -780742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -780743.687500 Penalty: 4353.667480
	Iteration 40F: 3 clusters Score -780743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780745.000000 Penalty: 4353.667480
	Iteration 41Q: 3 clusters Score -780745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780745.000000 Penalty: 4353.667480
	Iteration 42F: 3 clusters Score -780745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Entering Unmasked Estep 
Score: -901727.812500 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -901727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -895431.500000 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -895431.5 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -897151.937500 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -897151.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -897464.312500 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -897464.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -897705.312500 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -897705.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -897904.875000 Penalty: 4444.519531
	Iteration 4Q: 3 clusters Score -897904.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -898081.187500 Penalty: 4444.519531
	Iteration 5Q: 3 clusters Score -898081.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -898215.437500 Penalty: 4444.519531
	Iteration 6Q: 3 clusters Score -898215.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -898333.625000 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -898333.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -898437.500000 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -898437.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -898529.750000 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -898529.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -898603.625000 Penalty: 4444.519531
	Iteration 10Q: 3 clusters Score -898603.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -898663.937500 Penalty: 4444.519531
	Iteration 11Q: 3 clusters Score -898663.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -898715.312500 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -898715.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -898757.875000 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -898757.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -898799.875000 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -898799.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -898837.125000 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -898837.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -898871.062500 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -898871.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -898927.250000 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -898927.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -898995.125000 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -898995.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -899065.437500 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -899065.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -899148.312500 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -899148.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -899229.437500 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -899229.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -899307.750000 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -899307.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -899394.312500 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -899394.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -899468.500000 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -899468.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -899522.625000 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -899522.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -899570.750000 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -899570.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -899631.500000 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -899631.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -899674.437500 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -899674.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -899704.062500 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -899704.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -899728.750000 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -899728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -899742.875000 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -899742.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -899764.875000 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -899764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -899774.562500 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -899774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -899783.937500 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -899783.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -899793.125000 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -899793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -899805.375000 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -899805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -899816.000000 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -899816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -899817.500000 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -899817.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -899821.875000 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -899821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -899826.437500 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -899826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -899831.437500 Penalty: 4444.519531
	Iteration 41Q: 3 clusters Score -899831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -899833.812500 Penalty: 4444.519531
	Iteration 42Q: 3 clusters Score -899833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -899835.625000 Penalty: 4444.519531
	Iteration 43Q: 3 clusters Score -899835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -899837.750000 Penalty: 4444.519531
	Iteration 44Q: 3 clusters Score -899837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -899837.500000 Penalty: 4444.519531
	Iteration 45Q: 3 clusters Score -899837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -899837.500000 Penalty: 4444.519531
	Iteration 46F: 3 clusters Score -899837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -93299.226562 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -93299.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91473.671875 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -91473.67 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91737.906250 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -91737.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91813.531250 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -91813.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91862.421875 Penalty: 3366.771240
	Iteration 3Q: 3 clusters Score -91862.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91887.875000 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -91887.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91902.242188 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -91902.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91912.343750 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -91912.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91921.195312 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -91921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91932.476562 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -91932.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91938.148438 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -91938.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91954.710938 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -91954.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91973.929688 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -91973.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91997.875000 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -91997.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92007.085938 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -92007.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92015.539062 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -92015.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92023.570312 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -92023.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92036.585938 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -92036.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -92046.101562 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -92046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92058.148438 Penalty: 3366.771240
	Iteration 18Q: 3 clusters Score -92058.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -92063.929688 Penalty: 3366.771240
	Iteration 19Q: 3 clusters Score -92063.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92069.296875 Penalty: 3366.771240
	Iteration 20F: 3 clusters Score -92069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92072.914062 Penalty: 3366.771240
	Iteration 21Q: 3 clusters Score -92072.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92076.968750 Penalty: 3366.771240
	Iteration 22Q: 3 clusters Score -92076.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92080.484375 Penalty: 3366.771240
	Iteration 23Q: 3 clusters Score -92080.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92083.718750 Penalty: 3366.771240
	Iteration 24Q: 3 clusters Score -92083.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92085.843750 Penalty: 3366.771240
	Iteration 25Q: 3 clusters Score -92085.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92088.351562 Penalty: 3366.771240
	Iteration 26Q: 3 clusters Score -92088.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92094.070312 Penalty: 3366.771240
	Iteration 27Q: 3 clusters Score -92094.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92100.453125 Penalty: 3366.771240
	Iteration 28Q: 3 clusters Score -92100.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92103.140625 Penalty: 3366.771240
	Iteration 29Q: 3 clusters Score -92103.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92104.312500 Penalty: 3366.771240
	Iteration 30Q: 3 clusters Score -92104.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92104.312500 Penalty: 3366.771240
	Iteration 31F: 3 clusters Score -92104.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 46281 members 
Mstep: Class 5 contains 177810 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 9 contains 212342 members 
Mstep: Class 10 contains 48576 members 
Mstep: Class 12 contains 58129 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 6487 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118036408.000000 Penalty: 54895.289062
Iteration 39Q: 17 clusters Score -1.180364e+08 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 196332 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 43578 members 
Mstep: Class 5 contains 177226 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 186766 members 
Mstep: Class 9 contains 213505 members 
Mstep: Class 10 contains 48495 members 
Mstep: Class 12 contains 58091 members 
Mstep: Class 13 contains 4050 members 
Mstep: Class 17 contains 22500 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118038680.000000 Penalty: 54895.289062
Iteration 40F: 17 clusters Score -1.180387e+08 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 195040 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 48285 members 
Mstep: Class 4 contains 44075 members 
Mstep: Class 5 contains 176516 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 1081 members 
Mstep: Class 8 contains 186595 members 
Mstep: Class 9 contains 213589 members 
Mstep: Class 10 contains 48355 members 
Mstep: Class 12 contains 58072 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 17 contains 22456 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 7892 members 
Mstep: Class 20 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118040008.000000 Penalty: 54895.289062
Iteration 41Q: 17 clusters Score -1.1804e+08 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 193736 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 49437 members 
Mstep: Class 4 contains 44426 members 
Mstep: Class 5 contains 175763 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 186368 members 
Mstep: Class 9 contains 214132 members 
Mstep: Class 10 contains 48190 members 
Mstep: Class 12 contains 58047 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 17 contains 22433 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118040936.000000 Penalty: 54895.289062
Iteration 42Q: 17 clusters Score -1.180409e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 192495 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 50535 members 
Mstep: Class 4 contains 44716 members 
Mstep: Class 5 contains 175033 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 186150 members 
Mstep: Class 9 contains 214761 members 
Mstep: Class 10 contains 48016 members 
Mstep: Class 12 contains 58008 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 17 contains 22403 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042168.000000 Penalty: 54895.289062
Iteration 43Q: 17 clusters Score -1.180422e+08 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 191202 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 51618 members 
Mstep: Class 4 contains 44950 members 
Mstep: Class 5 contains 174349 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 185877 members 
Mstep: Class 9 contains 215548 members 
Mstep: Class 10 contains 47854 members 
Mstep: Class 12 contains 57982 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 17 contains 22382 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042984.000000 Penalty: 54895.289062
Iteration 44Q: 17 clusters Score -1.18043e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 52670 members 
Mstep: Class 4 contains 45122 members 
Mstep: Class 5 contains 173707 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 185595 members 
Mstep: Class 9 contains 216330 members 
Mstep: Class 10 contains 47667 members 
Mstep: Class 12 contains 57956 members 
Mstep: Class 13 contains 4091 members 
Mstep: Class 17 contains 22362 members 
Mstep: Class 18 contains 8430 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118043800.000000 Penalty: 54895.289062
Iteration 45Q: 17 clusters Score -1.180438e+08 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 189024 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 53644 members 
Mstep: Class 4 contains 45277 members 
Mstep: Class 5 contains 173214 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 185268 members 
Mstep: Class 9 contains 216998 members 
Mstep: Class 10 contains 47443 members 
Mstep: Class 12 contains 57919 members 
Mstep: Class 13 contains 4095 members 
Mstep: Class 17 contains 22342 members 
Mstep: Class 18 contains 8685 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118044928.000000 Penalty: 54895.289062
Iteration 46Q: 17 clusters Score -1.180449e+08 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 188063 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 54619 members 
Mstep: Class 4 contains 45443 members 
Mstep: Class 5 contains 172802 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 184960 members 
Mstep: Class 9 contains 217532 members 
Mstep: Class 10 contains 47237 members 
Mstep: Class 12 contains 57886 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 17 contains 22317 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045368.000000 Penalty: 54895.289062
Iteration 47Q: 17 clusters Score -1.180454e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 55501 members 
Mstep: Class 4 contains 45547 members 
Mstep: Class 5 contains 172437 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 184659 members 
Mstep: Class 9 contains 218109 members 
Mstep: Class 10 contains 47028 members 
Mstep: Class 12 contains 57863 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 8149 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045992.000000 Penalty: 54895.289062
Iteration 48Q: 17 clusters Score -1.18046e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 186378 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 56308 members 
Mstep: Class 4 contains 45622 members 
Mstep: Class 5 contains 172118 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 184401 members 
Mstep: Class 9 contains 218605 members 
Mstep: Class 10 contains 46825 members 
Mstep: Class 12 contains 57852 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 17 contains 22265 members 
Mstep: Class 18 contains 9237 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046232.000000 Penalty: 54895.289062
Iteration 49Q: 17 clusters Score -1.180462e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 57063 members 
Mstep: Class 4 contains 45676 members 
Mstep: Class 5 contains 171854 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 184172 members 
Mstep: Class 9 contains 219047 members 
Mstep: Class 10 contains 46641 members 
Mstep: Class 12 contains 57846 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 17 contains 22223 members 
Mstep: Class 18 contains 9358 members 
Mstep: Class 19 contains 8264 members 
Mstep: Class 20 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046680.000000 Penalty: 54895.289062
Iteration 50Q: 17 clusters Score -1.180467e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 57763 members 
Mstep: Class 4 contains 45710 members 
Mstep: Class 5 contains 171621 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 183970 members 
Mstep: Class 9 contains 219451 members 
Mstep: Class 10 contains 46482 members 
Mstep: Class 12 contains 57849 members 
Mstep: Class 13 contains 4091 members 
Mstep: Class 17 contains 22184 members 
Mstep: Class 18 contains 9460 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046896.000000 Penalty: 54895.289062
Iteration 51Q: 17 clusters Score -1.180469e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 58429 members 
Mstep: Class 4 contains 45743 members 
Mstep: Class 5 contains 171448 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 183793 members 
Mstep: Class 9 contains 219740 members 
Mstep: Class 10 contains 46350 members 
Mstep: Class 12 contains 57860 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 17 contains 22143 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 8374 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047368.000000 Penalty: 54895.289062
Iteration 52Q: 17 clusters Score -1.180474e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 183790 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 59055 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 171325 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 183663 members 
Mstep: Class 9 contains 219873 members 
Mstep: Class 10 contains 46221 members 
Mstep: Class 12 contains 57863 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 17 contains 22098 members 
Mstep: Class 18 contains 9610 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047656.000000 Penalty: 54895.289062
Iteration 53Q: 17 clusters Score -1.180477e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 59662 members 
Mstep: Class 4 contains 45793 members 
Mstep: Class 5 contains 171252 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 183542 members 
Mstep: Class 9 contains 219900 members 
Mstep: Class 10 contains 46106 members 
Mstep: Class 12 contains 57862 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 17 contains 22044 members 
Mstep: Class 18 contains 9694 members 
Mstep: Class 19 contains 8496 members 
Mstep: Class 20 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047752.000000 Penalty: 54895.289062
Iteration 54Q: 17 clusters Score -1.180478e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 60220 members 
Mstep: Class 4 contains 45799 members 
Mstep: Class 5 contains 171214 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 183416 members 
Mstep: Class 9 contains 219884 members 
Mstep: Class 10 contains 46025 members 
Mstep: Class 12 contains 57861 members 
Mstep: Class 13 contains 4087 members 
Mstep: Class 17 contains 21992 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047952.000000 Penalty: 54895.289062
Iteration 55Q: 17 clusters Score -1.18048e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 182580 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 60730 members 
Mstep: Class 4 contains 45815 members 
Mstep: Class 5 contains 171155 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 183302 members 
Mstep: Class 9 contains 219838 members 
Mstep: Class 10 contains 45923 members 
Mstep: Class 12 contains 57875 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 17 contains 21937 members 
Mstep: Class 18 contains 9860 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048264.000000 Penalty: 54895.289062
Iteration 56Q: 17 clusters Score -1.180483e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 3145 members 
Mstep: Class 3 contains 61240 members 
Mstep: Class 4 contains 45814 members 
Mstep: Class 5 contains 171105 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 183210 members 
Mstep: Class 9 contains 219806 members 
Mstep: Class 10 contains 45804 members 
Mstep: Class 12 contains 57877 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 17 contains 21870 members 
Mstep: Class 18 contains 9933 members 
Mstep: Class 19 contains 8725 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048776.000000 Penalty: 54895.289062
Iteration 57Q: 17 clusters Score -1.180488e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 61731 members 
Mstep: Class 4 contains 45812 members 
Mstep: Class 5 contains 171069 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 183148 members 
Mstep: Class 9 contains 219662 members 
Mstep: Class 10 contains 45680 members 
Mstep: Class 12 contains 57878 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 17 contains 21798 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048848.000000 Penalty: 54895.289062
Iteration 58Q: 17 clusters Score -1.180488e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181825 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 62172 members 
Mstep: Class 4 contains 45798 members 
Mstep: Class 5 contains 171045 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 183091 members 
Mstep: Class 9 contains 219515 members 
Mstep: Class 10 contains 45590 members 
Mstep: Class 12 contains 57886 members 
Mstep: Class 13 contains 4074 members 
Mstep: Class 17 contains 21697 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048784.000000 Penalty: 54895.289062
Iteration 59Q: 17 clusters Score -1.180488e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181672 members 
Mstep: Class 2 contains 3142 members 
Mstep: Class 3 contains 62592 members 
Mstep: Class 4 contains 45793 members 
Mstep: Class 5 contains 171005 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 183064 members 
Mstep: Class 9 contains 219307 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 12 contains 57896 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 17 contains 21571 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049232.000000 Penalty: 54895.289062
Iteration 60F: 17 clusters Score -1.180492e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181561 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 62999 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 170960 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 183029 members 
Mstep: Class 9 contains 219091 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 12 contains 57900 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 19 contains 9279 members 
Mstep: Class 20 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049176.000000 Penalty: 54895.289062
Iteration 61Q: 17 clusters Score -1.180492e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 63405 members 
Mstep: Class 4 contains 45764 members 
Mstep: Class 5 contains 170887 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 183017 members 
Mstep: Class 9 contains 218823 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 12 contains 57904 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 17 contains 21230 members 
Mstep: Class 18 contains 10194 members 
Mstep: Class 19 contains 9493 members 
Mstep: Class 20 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049512.000000 Penalty: 54895.289062
Iteration 62Q: 17 clusters Score -1.180495e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 63810 members 
Mstep: Class 4 contains 45755 members 
Mstep: Class 5 contains 170838 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 183023 members 
Mstep: Class 9 contains 218544 members 
Mstep: Class 10 contains 45352 members 
Mstep: Class 12 contains 57916 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 17 contains 20967 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050184.000000 Penalty: 54895.289062
Iteration 63Q: 17 clusters Score -1.180502e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 64165 members 
Mstep: Class 4 contains 45736 members 
Mstep: Class 5 contains 170782 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 183031 members 
Mstep: Class 9 contains 218255 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 12 contains 57926 members 
Mstep: Class 13 contains 4060 members 
Mstep: Class 17 contains 20624 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050664.000000 Penalty: 54895.289062
Iteration 64Q: 17 clusters Score -1.180507e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181258 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 64504 members 
Mstep: Class 4 contains 45693 members 
Mstep: Class 5 contains 170729 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 183035 members 
Mstep: Class 9 contains 218039 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 12 contains 57934 members 
Mstep: Class 13 contains 4060 members 
Mstep: Class 17 contains 20264 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051120.000000 Penalty: 54895.289062
Iteration 65Q: 17 clusters Score -1.180511e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181206 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 64821 members 
Mstep: Class 4 contains 45654 members 
Mstep: Class 5 contains 170653 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 183010 members 
Mstep: Class 9 contains 217829 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 12 contains 57936 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 17 contains 19946 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 11016 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051648.000000 Penalty: 54895.289062
Iteration 66Q: 17 clusters Score -1.180516e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181147 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 65123 members 
Mstep: Class 4 contains 45633 members 
Mstep: Class 5 contains 170525 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 183021 members 
Mstep: Class 9 contains 217595 members 
Mstep: Class 10 contains 45157 members 
Mstep: Class 12 contains 57937 members 
Mstep: Class 13 contains 4060 members 
Mstep: Class 17 contains 19758 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051880.000000 Penalty: 54895.289062
Iteration 67Q: 17 clusters Score -1.180519e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 65400 members 
Mstep: Class 4 contains 45614 members 
Mstep: Class 5 contains 170447 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 183015 members 
Mstep: Class 9 contains 217389 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 12 contains 57940 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 17 contains 19670 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 17 clusters Score -1.180523e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180993 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 65649 members 
Mstep: Class 4 contains 45600 members 
Mstep: Class 5 contains 170375 members 
Mstep: Class 6 contains 2364 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 183019 members 
Mstep: Class 9 contains 217196 members 
Mstep: Class 10 contains 45064 members 
Mstep: Class 12 contains 57939 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 17 contains 19612 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 17 clusters Score -1.180525e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 65863 members 
Mstep: Class 4 contains 45587 members 
Mstep: Class 5 contains 170364 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 182991 members 
Mstep: Class 9 contains 217037 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 12 contains 57939 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 17 contains 19581 members 
Mstep: Class 18 contains 10475 members 
Mstep: Class 19 contains 11922 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 17 clusters Score -1.180525e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180802 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 66047 members 
Mstep: Class 4 contains 45565 members 
Mstep: Class 5 contains 170393 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 182946 members 
Mstep: Class 9 contains 216981 members 
Mstep: Class 10 contains 44973 members 
Mstep: Class 12 contains 57947 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 17 contains 19564 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 11999 members 
Mstep: Class 20 contains 890 members 
Entering Unmasked Estep 
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Iteration 71Q: 17 clusters Score -1.180528e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 66220 members 
Mstep: Class 4 contains 45549 members 
Mstep: Class 5 contains 170416 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 182912 members 
Mstep: Class 9 contains 216909 members 
Mstep: Class 10 contains 44939 members 
Mstep: Class 12 contains 57952 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 17 contains 19555 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 12053 members 
Mstep: Class 20 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 17 clusters Score -1.180529e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 66374 members 
Mstep: Class 4 contains 45530 members 
Mstep: Class 5 contains 170424 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 182885 members 
Mstep: Class 9 contains 216870 members 
Mstep: Class 10 contains 44901 members 
Mstep: Class 12 contains 57956 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 17 contains 19554 members 
Mstep: Class 18 contains 10524 members 
Mstep: Class 19 contains 12098 members 
Mstep: Class 20 contains 892 members 
Entering Unmasked Estep 
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Iteration 73Q: 17 clusters Score -1.180531e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 66522 members 
Mstep: Class 4 contains 45519 members 
Mstep: Class 5 contains 170412 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 182878 members 
Mstep: Class 9 contains 216816 members 
Mstep: Class 10 contains 44872 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 17 contains 19546 members 
Mstep: Class 18 contains 10536 members 
Mstep: Class 19 contains 12129 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053016.000000 Penalty: 54895.289062
Iteration 74Q: 17 clusters Score -1.18053e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 66629 members 
Mstep: Class 4 contains 45496 members 
Mstep: Class 5 contains 170407 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 182836 members 
Mstep: Class 9 contains 216828 members 
Mstep: Class 10 contains 44846 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 17 contains 19542 members 
Mstep: Class 18 contains 10542 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052936.000000 Penalty: 54895.289062
Iteration 75Q: 17 clusters Score -1.180529e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 66723 members 
Mstep: Class 4 contains 45485 members 
Mstep: Class 5 contains 170422 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 182791 members 
Mstep: Class 9 contains 216846 members 
Mstep: Class 10 contains 44821 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 17 contains 19541 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 12175 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053088.000000 Penalty: 54895.289062
Iteration 76Q: 17 clusters Score -1.180531e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180389 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 66815 members 
Mstep: Class 4 contains 45468 members 
Mstep: Class 5 contains 170406 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 182755 members 
Mstep: Class 9 contains 216878 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 17 contains 19539 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 12192 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053088.000000 Penalty: 54895.289062
Iteration 77Q: 17 clusters Score -1.180531e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180331 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 66907 members 
Mstep: Class 4 contains 45447 members 
Mstep: Class 5 contains 170402 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 182719 members 
Mstep: Class 9 contains 216905 members 
Mstep: Class 10 contains 44759 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 17 contains 19537 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 12212 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053048.000000 Penalty: 54895.289062
Iteration 78Q: 17 clusters Score -1.18053e+08 nChanged 477
Entering ConstructFrom: 
Score: -118053048.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (180275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Entering Unmasked Estep 
Score: -21231020.000000 Penalty: 3001.355225
	Iteration 0F: 2 clusters Score -2.123102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -21115156.000000 Penalty: 6002.710449
	Iteration 0F: 3 clusters Score -2.111516e+07 nChanged 86639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -21166138.000000 Penalty: 6002.710449
	Iteration 1F: 3 clusters Score -2.116614e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -21167532.000000 Penalty: 6002.710449
	Iteration 2Q: 3 clusters Score -2.116753e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -21169272.000000 Penalty: 6002.710449
	Iteration 3Q: 3 clusters Score -2.116927e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -21172270.000000 Penalty: 6002.710449
	Iteration 4Q: 3 clusters Score -2.117227e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -21176712.000000 Penalty: 6002.710449
	Iteration 5F: 3 clusters Score -2.117671e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -21184194.000000 Penalty: 6002.710449
	Iteration 6F: 3 clusters Score -2.118419e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -21195706.000000 Penalty: 6002.710449
	Iteration 7F: 3 clusters Score -2.119571e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -21208724.000000 Penalty: 6002.710449
	Iteration 8F: 3 clusters Score -2.120872e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -21218690.000000 Penalty: 6002.710449
	Iteration 9F: 3 clusters Score -2.121869e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -21223844.000000 Penalty: 6002.710449
	Iteration 10Q: 3 clusters Score -2.122384e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -21226344.000000 Penalty: 6002.710449
	Iteration 11Q: 3 clusters Score -2.122634e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 170397 members 
Entering Unmasked Estep 
Score: -21227492.000000 Penalty: 6002.710449
	Iteration 12Q: 3 clusters Score -2.122749e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -21228228.000000 Penalty: 6002.710449
	Iteration 13Q: 3 clusters Score -2.122823e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -21228714.000000 Penalty: 6002.710449
	Iteration 14Q: 3 clusters Score -2.122871e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -21229030.000000 Penalty: 6002.710449
	Iteration 15Q: 3 clusters Score -2.122903e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -21229342.000000 Penalty: 6002.710449
	Iteration 16Q: 3 clusters Score -2.122934e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 175429 members 
Entering Unmasked Estep 
Score: -21229562.000000 Penalty: 6002.710449
	Iteration 17Q: 3 clusters Score -2.122956e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 175868 members 
Entering Unmasked Estep 
Score: -21229642.000000 Penalty: 6002.710449
	Iteration 18Q: 3 clusters Score -2.122964e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 176178 members 
Entering Unmasked Estep 
Score: -21229762.000000 Penalty: 6002.710449
	Iteration 19Q: 3 clusters Score -2.122976e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -21229900.000000 Penalty: 6002.710449
	Iteration 20F: 3 clusters Score -2.12299e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -21229898.000000 Penalty: 6002.710449
	Iteration 21Q: 3 clusters Score -2.12299e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 176762 members 
Entering Unmasked Estep 
Score: -21229942.000000 Penalty: 6002.710449
	Iteration 22Q: 3 clusters Score -2.122994e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -21229964.000000 Penalty: 6002.710449
	Iteration 23Q: 3 clusters Score -2.122996e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 176985 members 
Entering Unmasked Estep 
Score: -21229948.000000 Penalty: 6002.710449
	Iteration 24Q: 3 clusters Score -2.122995e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -21230000.000000 Penalty: 6002.710449
	Iteration 25Q: 3 clusters Score -2.123e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -21230006.000000 Penalty: 6002.710449
	Iteration 26Q: 3 clusters Score -2.123001e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 177145 members 
Entering Unmasked Estep 
Score: -21229990.000000 Penalty: 6002.710449
	Iteration 27Q: 3 clusters Score -2.122999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -21229990.000000 Penalty: 6002.710449
	Iteration 28Q: 3 clusters Score -2.122999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -21229966.000000 Penalty: 6002.710449
	Iteration 29Q: 3 clusters Score -2.122997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 177219 members 
Entering Unmasked Estep 
Score: -21229988.000000 Penalty: 6002.710449
	Iteration 30Q: 3 clusters Score -2.122999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -21229996.000000 Penalty: 6002.710449
	Iteration 31Q: 3 clusters Score -2.123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 177252 members 
Entering Unmasked Estep 
Score: -21229972.000000 Penalty: 6002.710449
	Iteration 32Q: 3 clusters Score -2.122997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -21229964.000000 Penalty: 6002.710449
	Iteration 33Q: 3 clusters Score -2.122996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 177274 members 
Entering Unmasked Estep 
Score: -21229960.000000 Penalty: 6002.710449
	Iteration 34Q: 3 clusters Score -2.122996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 177285 members 
Entering Unmasked Estep 
Score: -21229960.000000 Penalty: 6002.710449
	Iteration 35Q: 3 clusters Score -2.122996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -21229962.000000 Penalty: 6002.710449
	Iteration 36Q: 3 clusters Score -2.122996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -21229966.000000 Penalty: 6002.710449
	Iteration 37Q: 3 clusters Score -2.122997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 177295 members 
Entering Unmasked Estep 
Score: -21229962.000000 Penalty: 6002.710449
	Iteration 38Q: 3 clusters Score -2.122996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 177298 members 
Entering Unmasked Estep 
Score: -21229960.000000 Penalty: 6002.710449
	Iteration 39Q: 3 clusters Score -2.122996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -21229974.000000 Penalty: 6002.710449
	Iteration 40F: 3 clusters Score -2.122997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -21229970.000000 Penalty: 6002.710449
	Iteration 41Q: 3 clusters Score -2.122997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 177297 members 
Entering Unmasked Estep 
Score: -21229964.000000 Penalty: 6002.710449
	Iteration 42Q: 3 clusters Score -2.122996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -21229944.000000 Penalty: 6002.710449
	Iteration 43Q: 3 clusters Score -2.122994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 177304 members 
Entering Unmasked Estep 
Score: -21229954.000000 Penalty: 6002.710449
	Iteration 44Q: 3 clusters Score -2.122995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -21229930.000000 Penalty: 6002.710449
	Iteration 45Q: 3 clusters Score -2.122993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -21229922.000000 Penalty: 6002.710449
	Iteration 46Q: 3 clusters Score -2.122992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -21229926.000000 Penalty: 6002.710449
	Iteration 47Q: 3 clusters Score -2.122993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -21229930.000000 Penalty: 6002.710449
	Iteration 48Q: 3 clusters Score -2.122993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 177330 members 
Entering Unmasked Estep 
Score: -21229924.000000 Penalty: 6002.710449
	Iteration 49Q: 3 clusters Score -2.122992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 177337 members 
Entering Unmasked Estep 
Score: -21229916.000000 Penalty: 6002.710449
	Iteration 50Q: 3 clusters Score -2.122992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 177338 members 
Entering Unmasked Estep 
Score: -21229916.000000 Penalty: 6002.710449
	Iteration 51Q: 3 clusters Score -2.122992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -21229922.000000 Penalty: 6002.710449
	Iteration 52Q: 3 clusters Score -2.122992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -21229912.000000 Penalty: 6002.710449
	Iteration 53Q: 3 clusters Score -2.122991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 177343 members 
Entering Unmasked Estep 
Score: -21229938.000000 Penalty: 6002.710449
	Iteration 54Q: 3 clusters Score -2.122994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 177345 members 
Entering Unmasked Estep 
Score: -21229938.000000 Penalty: 6002.710449
	Iteration 55Q: 3 clusters Score -2.122994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -21229932.000000 Penalty: 6002.710449
	Iteration 56Q: 3 clusters Score -2.122993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -21229936.000000 Penalty: 6002.710449
	Iteration 57Q: 3 clusters Score -2.122994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -21229940.000000 Penalty: 6002.710449
	Iteration 58Q: 3 clusters Score -2.122994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 177343 members 
Entering Unmasked Estep 
Score: -21229954.000000 Penalty: 6002.710449
	Iteration 59Q: 3 clusters Score -2.122995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 177343 members 
Entering Unmasked Estep 
Score: -21229954.000000 Penalty: 6002.710449
	Iteration 60F: 3 clusters Score -2.122995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -339373.531250 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -339373.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -336187.812500 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -336187.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -336871.031250 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -336871 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -337061.781250 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -337061.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -337164.343750 Penalty: 3963.997559
	Iteration 3Q: 3 clusters Score -337164.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337217.593750 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -337217.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -337258.156250 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -337258.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337299.312500 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -337299.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -337331.937500 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -337331.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -337362.375000 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -337362.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -337387.875000 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -337387.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337404.687500 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -337404.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -337425.437500 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -337425.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -337444.062500 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -337444.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337458.875000 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -337458.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -337471.750000 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -337471.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -337483.343750 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -337483.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -337494.156250 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -337494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337499.343750 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -337499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -337506.437500 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -337506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -337515.812500 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -337515.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -337523.531250 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -337523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -337527.781250 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -337527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -337530.750000 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -337530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -337534.562500 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -337534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -337543.250000 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -337543.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -337553.718750 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -337553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -337563.531250 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -337563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -337573.718750 Penalty: 3963.997559
	Iteration 27Q: 3 clusters Score -337573.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -337582.656250 Penalty: 3963.997559
	Iteration 28Q: 3 clusters Score -337582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -337588.718750 Penalty: 3963.997559
	Iteration 29Q: 3 clusters Score -337588.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -337595.937500 Penalty: 3963.997559
	Iteration 30Q: 3 clusters Score -337595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -337600.062500 Penalty: 3963.997559
	Iteration 31Q: 3 clusters Score -337600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -337606.406250 Penalty: 3963.997559
	Iteration 32Q: 3 clusters Score -337606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -337614.281250 Penalty: 3963.997559
	Iteration 33Q: 3 clusters Score -337614.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337624.000000 Penalty: 3963.997559
	Iteration 34Q: 3 clusters Score -337624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -337639.781250 Penalty: 3963.997559
	Iteration 35Q: 3 clusters Score -337639.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -337657.250000 Penalty: 3963.997559
	Iteration 36Q: 3 clusters Score -337657.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -337677.906250 Penalty: 3963.997559
	Iteration 37Q: 3 clusters Score -337677.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -337692.875000 Penalty: 3963.997559
	Iteration 38Q: 3 clusters Score -337692.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -337716.406250 Penalty: 3963.997559
	Iteration 39Q: 3 clusters Score -337716.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -337733.593750 Penalty: 3963.997559
	Iteration 40F: 3 clusters Score -337733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -337747.062500 Penalty: 3963.997559
	Iteration 41Q: 3 clusters Score -337747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -337756.843750 Penalty: 3963.997559
	Iteration 42Q: 3 clusters Score -337756.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337769.406250 Penalty: 3963.997559
	Iteration 43Q: 3 clusters Score -337769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -337776.156250 Penalty: 3963.997559
	Iteration 44Q: 3 clusters Score -337776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337785.750000 Penalty: 3963.997559
	Iteration 45Q: 3 clusters Score -337785.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -337793.031250 Penalty: 3963.997559
	Iteration 46Q: 3 clusters Score -337793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337796.062500 Penalty: 3963.997559
	Iteration 47Q: 3 clusters Score -337796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -337798.906250 Penalty: 3963.997559
	Iteration 48Q: 3 clusters Score -337798.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -337801.375000 Penalty: 3963.997559
	Iteration 49Q: 3 clusters Score -337801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337803.843750 Penalty: 3963.997559
	Iteration 50Q: 3 clusters Score -337803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -337806.375000 Penalty: 3963.997559
	Iteration 51Q: 3 clusters Score -337806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -337807.656250 Penalty: 3963.997559
	Iteration 52Q: 3 clusters Score -337807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -337810.093750 Penalty: 3963.997559
	Iteration 53Q: 3 clusters Score -337810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -337812.312500 Penalty: 3963.997559
	Iteration 54Q: 3 clusters Score -337812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -337813.718750 Penalty: 3963.997559
	Iteration 55Q: 3 clusters Score -337813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337815.000000 Penalty: 3963.997559
	Iteration 56Q: 3 clusters Score -337815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337815.000000 Penalty: 3963.997559
	Iteration 57Q: 3 clusters Score -337815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337816.500000 Penalty: 3963.997559
	Iteration 58Q: 3 clusters Score -337816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337817.281250 Penalty: 3963.997559
	Iteration 59Q: 3 clusters Score -337817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337817.406250 Penalty: 3963.997559
	Iteration 60F: 3 clusters Score -337817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337817.531250 Penalty: 3963.997559
	Iteration 61Q: 3 clusters Score -337817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337818.093750 Penalty: 3963.997559
	Iteration 62Q: 3 clusters Score -337818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -337818.093750 Penalty: 3963.997559
	Iteration 63F: 3 clusters Score -337818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Entering Unmasked Estep 
Score: -7978555.000000 Penalty: 2755.916504
	Iteration 0F: 2 clusters Score -7978555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7933734.000000 Penalty: 5511.833008
	Iteration 0F: 3 clusters Score -7933734 nChanged 31197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7951119.500000 Penalty: 5511.833008
	Iteration 1F: 3 clusters Score -7951120 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7951746.500000 Penalty: 5511.833008
	Iteration 2Q: 3 clusters Score -7951746 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -7952493.500000 Penalty: 5511.833008
	Iteration 3Q: 3 clusters Score -7952494 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7953689.500000 Penalty: 5511.833008
	Iteration 4Q: 3 clusters Score -7953690 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7955592.500000 Penalty: 5511.833008
	Iteration 5F: 3 clusters Score -7955592 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -7958527.500000 Penalty: 5511.833008
	Iteration 6F: 3 clusters Score -7958528 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -7962756.000000 Penalty: 5511.833008
	Iteration 7F: 3 clusters Score -7962756 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -7967335.000000 Penalty: 5511.833008
	Iteration 8F: 3 clusters Score -7967335 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7971123.500000 Penalty: 5511.833008
	Iteration 9F: 3 clusters Score -7971124 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7973380.500000 Penalty: 5511.833008
	Iteration 10Q: 3 clusters Score -7973380 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -7974454.000000 Penalty: 5511.833008
	Iteration 11Q: 3 clusters Score -7974454 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -7974926.000000 Penalty: 5511.833008
	Iteration 12Q: 3 clusters Score -7974926 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -7975182.000000 Penalty: 5511.833008
	Iteration 13Q: 3 clusters Score -7975182 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7975383.500000 Penalty: 5511.833008
	Iteration 14Q: 3 clusters Score -7975384 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7975553.000000 Penalty: 5511.833008
	Iteration 15Q: 3 clusters Score -7975553 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -7975709.500000 Penalty: 5511.833008
	Iteration 16Q: 3 clusters Score -7975710 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -7975829.000000 Penalty: 5511.833008
	Iteration 17Q: 3 clusters Score -7975829 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -7975951.500000 Penalty: 5511.833008
	Iteration 18Q: 3 clusters Score -7975952 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -7976092.000000 Penalty: 5511.833008
	Iteration 19Q: 3 clusters Score -7976092 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -7976184.000000 Penalty: 5511.833008
	Iteration 20F: 3 clusters Score -7976184 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -7976210.000000 Penalty: 5511.833008
	Iteration 21Q: 3 clusters Score -7976210 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -7976268.500000 Penalty: 5511.833008
	Iteration 22Q: 3 clusters Score -7976268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -7976324.000000 Penalty: 5511.833008
	Iteration 23Q: 3 clusters Score -7976324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -7976353.000000 Penalty: 5511.833008
	Iteration 24Q: 3 clusters Score -7976353 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -7976376.500000 Penalty: 5511.833008
	Iteration 25Q: 3 clusters Score -7976376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -7976380.500000 Penalty: 5511.833008
	Iteration 26Q: 3 clusters Score -7976380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -7976429.500000 Penalty: 5511.833008
	Iteration 27Q: 3 clusters Score -7976430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -7976478.000000 Penalty: 5511.833008
	Iteration 28Q: 3 clusters Score -7976478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -7976489.000000 Penalty: 5511.833008
	Iteration 29Q: 3 clusters Score -7976489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -7976496.000000 Penalty: 5511.833008
	Iteration 30Q: 3 clusters Score -7976496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -7976513.500000 Penalty: 5511.833008
	Iteration 31Q: 3 clusters Score -7976514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -7976525.000000 Penalty: 5511.833008
	Iteration 32Q: 3 clusters Score -7976525 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -7976549.000000 Penalty: 5511.833008
	Iteration 33Q: 3 clusters Score -7976549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -7976587.500000 Penalty: 5511.833008
	Iteration 34Q: 3 clusters Score -7976588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -7976591.500000 Penalty: 5511.833008
	Iteration 35Q: 3 clusters Score -7976592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -7976592.500000 Penalty: 5511.833008
	Iteration 36Q: 3 clusters Score -7976592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -7976581.000000 Penalty: 5511.833008
	Iteration 37Q: 3 clusters Score -7976581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -7976600.000000 Penalty: 5511.833008
	Iteration 38Q: 3 clusters Score -7976600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7976607.000000 Penalty: 5511.833008
	Iteration 39Q: 3 clusters Score -7976607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -7976594.000000 Penalty: 5511.833008
	Iteration 40F: 3 clusters Score -7976594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -7976598.000000 Penalty: 5511.833008
	Iteration 41Q: 3 clusters Score -7976598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7976591.500000 Penalty: 5511.833008
	Iteration 42Q: 3 clusters Score -7976592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -7976599.500000 Penalty: 5511.833008
	Iteration 43Q: 3 clusters Score -7976600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -7976604.000000 Penalty: 5511.833008
	Iteration 44Q: 3 clusters Score -7976604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -7976608.000000 Penalty: 5511.833008
	Iteration 45Q: 3 clusters Score -7976608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -7976616.000000 Penalty: 5511.833008
	Iteration 46Q: 3 clusters Score -7976616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -7976621.500000 Penalty: 5511.833008
	Iteration 47Q: 3 clusters Score -7976622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -7976624.500000 Penalty: 5511.833008
	Iteration 48Q: 3 clusters Score -7976624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -7976627.000000 Penalty: 5511.833008
	Iteration 49Q: 3 clusters Score -7976627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -7976630.500000 Penalty: 5511.833008
	Iteration 50Q: 3 clusters Score -7976630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -7976625.500000 Penalty: 5511.833008
	Iteration 51Q: 3 clusters Score -7976626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7976624.000000 Penalty: 5511.833008
	Iteration 52Q: 3 clusters Score -7976624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -7976630.000000 Penalty: 5511.833008
	Iteration 53Q: 3 clusters Score -7976630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7976629.000000 Penalty: 5511.833008
	Iteration 54Q: 3 clusters Score -7976629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -7976628.000000 Penalty: 5511.833008
	Iteration 55Q: 3 clusters Score -7976628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -7976623.500000 Penalty: 5511.833008
	Iteration 56Q: 3 clusters Score -7976624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -7976623.500000 Penalty: 5511.833008
	Iteration 57Q: 3 clusters Score -7976624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -7976626.000000 Penalty: 5511.833008
	Iteration 58Q: 3 clusters Score -7976626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -7976614.500000 Penalty: 5511.833008
	Iteration 59Q: 3 clusters Score -7976614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -7976612.000000 Penalty: 5511.833008
	Iteration 60F: 3 clusters Score -7976612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -7976609.500000 Penalty: 5511.833008
	Iteration 61Q: 3 clusters Score -7976610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7976611.000000 Penalty: 5511.833008
	Iteration 62Q: 3 clusters Score -7976611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7976613.000000 Penalty: 5511.833008
	Iteration 63Q: 3 clusters Score -7976613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -7976613.000000 Penalty: 5511.833008
	Iteration 64F: 3 clusters Score -7976613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Entering Unmasked Estep 
Score: -5198554.000000 Penalty: 2659.517578
	Iteration 0F: 2 clusters Score -5198554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5167987.500000 Penalty: 5319.035156
	Iteration 0F: 3 clusters Score -5167988 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5179647.000000 Penalty: 5319.035156
	Iteration 1F: 3 clusters Score -5179647 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5180453.500000 Penalty: 5319.035156
	Iteration 2Q: 3 clusters Score -5180454 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5181596.500000 Penalty: 5319.035156
	Iteration 3Q: 3 clusters Score -5181596 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5183199.000000 Penalty: 5319.035156
	Iteration 4F: 3 clusters Score -5183199 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5185246.500000 Penalty: 5319.035156
	Iteration 5F: 3 clusters Score -5185246 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5187661.000000 Penalty: 5319.035156
	Iteration 6F: 3 clusters Score -5187661 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -5189879.000000 Penalty: 5319.035156
	Iteration 7F: 3 clusters Score -5189879 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -5191540.500000 Penalty: 5319.035156
	Iteration 8F: 3 clusters Score -5191540 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -5192689.500000 Penalty: 5319.035156
	Iteration 9Q: 3 clusters Score -5192690 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5193446.500000 Penalty: 5319.035156
	Iteration 10Q: 3 clusters Score -5193446 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -5194046.500000 Penalty: 5319.035156
	Iteration 11Q: 3 clusters Score -5194046 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -5194527.000000 Penalty: 5319.035156
	Iteration 12Q: 3 clusters Score -5194527 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5194807.000000 Penalty: 5319.035156
	Iteration 13Q: 3 clusters Score -5194807 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5195060.000000 Penalty: 5319.035156
	Iteration 14Q: 3 clusters Score -5195060 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5195300.000000 Penalty: 5319.035156
	Iteration 15Q: 3 clusters Score -5195300 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5195509.000000 Penalty: 5319.035156
	Iteration 16Q: 3 clusters Score -5195509 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -5195639.000000 Penalty: 5319.035156
	Iteration 17Q: 3 clusters Score -5195639 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5195729.000000 Penalty: 5319.035156
	Iteration 18Q: 3 clusters Score -5195729 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5195839.500000 Penalty: 5319.035156
	Iteration 19Q: 3 clusters Score -5195840 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5195891.000000 Penalty: 5319.035156
	Iteration 20F: 3 clusters Score -5195891 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5195957.000000 Penalty: 5319.035156
	Iteration 21Q: 3 clusters Score -5195957 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5195996.500000 Penalty: 5319.035156
	Iteration 22Q: 3 clusters Score -5195996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5196050.500000 Penalty: 5319.035156
	Iteration 23Q: 3 clusters Score -5196050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5196082.000000 Penalty: 5319.035156
	Iteration 24Q: 3 clusters Score -5196082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5196119.000000 Penalty: 5319.035156
	Iteration 25Q: 3 clusters Score -5196119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5196152.000000 Penalty: 5319.035156
	Iteration 26Q: 3 clusters Score -5196152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5196196.000000 Penalty: 5319.035156
	Iteration 27Q: 3 clusters Score -5196196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5196218.500000 Penalty: 5319.035156
	Iteration 28Q: 3 clusters Score -5196218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5196263.500000 Penalty: 5319.035156
	Iteration 29Q: 3 clusters Score -5196264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5196299.500000 Penalty: 5319.035156
	Iteration 30Q: 3 clusters Score -5196300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5196309.500000 Penalty: 5319.035156
	Iteration 31Q: 3 clusters Score -5196310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5196318.000000 Penalty: 5319.035156
	Iteration 32Q: 3 clusters Score -5196318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5196325.000000 Penalty: 5319.035156
	Iteration 33Q: 3 clusters Score -5196325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5196332.000000 Penalty: 5319.035156
	Iteration 34Q: 3 clusters Score -5196332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5196347.500000 Penalty: 5319.035156
	Iteration 35Q: 3 clusters Score -5196348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5196350.500000 Penalty: 5319.035156
	Iteration 36Q: 3 clusters Score -5196350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5196359.000000 Penalty: 5319.035156
	Iteration 37Q: 3 clusters Score -5196359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5196374.000000 Penalty: 5319.035156
	Iteration 38Q: 3 clusters Score -5196374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5196381.000000 Penalty: 5319.035156
	Iteration 39Q: 3 clusters Score -5196381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5196388.000000 Penalty: 5319.035156
	Iteration 40F: 3 clusters Score -5196388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5196391.500000 Penalty: 5319.035156
	Iteration 41Q: 3 clusters Score -5196392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5196402.500000 Penalty: 5319.035156
	Iteration 42Q: 3 clusters Score -5196402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5196396.500000 Penalty: 5319.035156
	Iteration 43Q: 3 clusters Score -5196396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5196400.500000 Penalty: 5319.035156
	Iteration 44Q: 3 clusters Score -5196400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5196412.000000 Penalty: 5319.035156
	Iteration 45Q: 3 clusters Score -5196412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5196411.500000 Penalty: 5319.035156
	Iteration 46Q: 3 clusters Score -5196412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5196420.500000 Penalty: 5319.035156
	Iteration 47Q: 3 clusters Score -5196420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5196424.000000 Penalty: 5319.035156
	Iteration 48Q: 3 clusters Score -5196424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5196431.000000 Penalty: 5319.035156
	Iteration 49Q: 3 clusters Score -5196431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5196425.000000 Penalty: 5319.035156
	Iteration 50Q: 3 clusters Score -5196425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5196414.500000 Penalty: 5319.035156
	Iteration 51Q: 3 clusters Score -5196414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5196416.000000 Penalty: 5319.035156
	Iteration 52Q: 3 clusters Score -5196416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5196422.500000 Penalty: 5319.035156
	Iteration 53Q: 3 clusters Score -5196422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5196423.000000 Penalty: 5319.035156
	Iteration 54Q: 3 clusters Score -5196423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -5196430.500000 Penalty: 5319.035156
	Iteration 55Q: 3 clusters Score -5196430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5196430.500000 Penalty: 5319.035156
	Iteration 56Q: 3 clusters Score -5196430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5196439.000000 Penalty: 5319.035156
	Iteration 57Q: 3 clusters Score -5196439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5196430.000000 Penalty: 5319.035156
	Iteration 58Q: 3 clusters Score -5196430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5196430.500000 Penalty: 5319.035156
	Iteration 59Q: 3 clusters Score -5196430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5196427.000000 Penalty: 5319.035156
	Iteration 60F: 3 clusters Score -5196427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5196443.000000 Penalty: 5319.035156
	Iteration 61Q: 3 clusters Score -5196443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5196440.000000 Penalty: 5319.035156
	Iteration 62Q: 3 clusters Score -5196440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5196434.000000 Penalty: 5319.035156
	Iteration 63Q: 3 clusters Score -5196434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5196437.000000 Penalty: 5319.035156
	Iteration 64Q: 3 clusters Score -5196437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5196440.000000 Penalty: 5319.035156
	Iteration 65Q: 3 clusters Score -5196440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5196439.500000 Penalty: 5319.035156
	Iteration 66Q: 3 clusters Score -5196440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5196443.500000 Penalty: 5319.035156
	Iteration 67Q: 3 clusters Score -5196444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5196449.500000 Penalty: 5319.035156
	Iteration 68Q: 3 clusters Score -5196450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5196449.500000 Penalty: 5319.035156
	Iteration 69Q: 3 clusters Score -5196450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5196450.000000 Penalty: 5319.035156
	Iteration 70Q: 3 clusters Score -5196450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5196452.000000 Penalty: 5319.035156
	Iteration 71Q: 3 clusters Score -5196452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5196453.500000 Penalty: 5319.035156
	Iteration 72Q: 3 clusters Score -5196454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5196453.500000 Penalty: 5319.035156
	Iteration 73F: 3 clusters Score -5196454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Entering Unmasked Estep 
Score: -20137218.000000 Penalty: 2987.366699
	Iteration 0F: 2 clusters Score -2.013722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -20026756.000000 Penalty: 5974.733398
	Iteration 0F: 3 clusters Score -2.002676e+07 nChanged 81452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -20074614.000000 Penalty: 5974.733398
	Iteration 1F: 3 clusters Score -2.007461e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 87356 members 
Entering Unmasked Estep 
Score: -20076126.000000 Penalty: 5974.733398
	Iteration 2Q: 3 clusters Score -2.007613e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -20078112.000000 Penalty: 5974.733398
	Iteration 3Q: 3 clusters Score -2.007811e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -20080782.000000 Penalty: 5974.733398
	Iteration 4Q: 3 clusters Score -2.008078e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -20085010.000000 Penalty: 5974.733398
	Iteration 5Q: 3 clusters Score -2.008501e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5974.733398
	Iteration 6F: 3 clusters Score -2.009162e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -20101268.000000 Penalty: 5974.733398
	Iteration 7F: 3 clusters Score -2.010127e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -20112132.000000 Penalty: 5974.733398
	Iteration 8F: 3 clusters Score -2.011213e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -20119560.000000 Penalty: 5974.733398
	Iteration 9F: 3 clusters Score -2.011956e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 125365 members 
Entering Unmasked Estep 
Score: -20122960.000000 Penalty: 5974.733398
	Iteration 10Q: 3 clusters Score -2.012296e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -20124632.000000 Penalty: 5974.733398
	Iteration 11Q: 3 clusters Score -2.012463e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -20125844.000000 Penalty: 5974.733398
	Iteration 12Q: 3 clusters Score -2.012584e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 133403 members 
Entering Unmasked Estep 
Score: -20126912.000000 Penalty: 5974.733398
	Iteration 13Q: 3 clusters Score -2.012691e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -20127934.000000 Penalty: 5974.733398
	Iteration 14Q: 3 clusters Score -2.012793e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -20128724.000000 Penalty: 5974.733398
	Iteration 15Q: 3 clusters Score -2.012872e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 140355 members 
Entering Unmasked Estep 
Score: -20129492.000000 Penalty: 5974.733398
	Iteration 16Q: 3 clusters Score -2.012949e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 142461 members 
Entering Unmasked Estep 
Score: -20130080.000000 Penalty: 5974.733398
	Iteration 17Q: 3 clusters Score -2.013008e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 144515 members 
Entering Unmasked Estep 
Score: -20130628.000000 Penalty: 5974.733398
	Iteration 18Q: 3 clusters Score -2.013063e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -20131274.000000 Penalty: 5974.733398
	Iteration 19Q: 3 clusters Score -2.013127e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -20131886.000000 Penalty: 5974.733398
	Iteration 20F: 3 clusters Score -2.013189e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 150308 members 
Entering Unmasked Estep 
Score: -20132478.000000 Penalty: 5974.733398
	Iteration 21Q: 3 clusters Score -2.013248e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 152011 members 
Entering Unmasked Estep 
Score: -20132908.000000 Penalty: 5974.733398
	Iteration 22Q: 3 clusters Score -2.013291e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -20133188.000000 Penalty: 5974.733398
	Iteration 23Q: 3 clusters Score -2.013319e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -20133526.000000 Penalty: 5974.733398
	Iteration 24Q: 3 clusters Score -2.013353e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -20133834.000000 Penalty: 5974.733398
	Iteration 25Q: 3 clusters Score -2.013383e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -20134108.000000 Penalty: 5974.733398
	Iteration 26Q: 3 clusters Score -2.013411e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -20134368.000000 Penalty: 5974.733398
	Iteration 27Q: 3 clusters Score -2.013437e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -20134516.000000 Penalty: 5974.733398
	Iteration 28Q: 3 clusters Score -2.013452e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -20134706.000000 Penalty: 5974.733398
	Iteration 29Q: 3 clusters Score -2.013471e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -20134870.000000 Penalty: 5974.733398
	Iteration 30Q: 3 clusters Score -2.013487e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -20134988.000000 Penalty: 5974.733398
	Iteration 31Q: 3 clusters Score -2.013499e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -20135142.000000 Penalty: 5974.733398
	Iteration 32Q: 3 clusters Score -2.013514e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -20135238.000000 Penalty: 5974.733398
	Iteration 33Q: 3 clusters Score -2.013524e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -20135254.000000 Penalty: 5974.733398
	Iteration 34Q: 3 clusters Score -2.013525e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -20135248.000000 Penalty: 5974.733398
	Iteration 35Q: 3 clusters Score -2.013525e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 165483 members 
Entering Unmasked Estep 
Score: -20135264.000000 Penalty: 5974.733398
	Iteration 36Q: 3 clusters Score -2.013526e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -20135286.000000 Penalty: 5974.733398
	Iteration 37Q: 3 clusters Score -2.013529e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 166127 members 
Entering Unmasked Estep 
Score: -20135334.000000 Penalty: 5974.733398
	Iteration 38Q: 3 clusters Score -2.013533e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -20135338.000000 Penalty: 5974.733398
	Iteration 39Q: 3 clusters Score -2.013534e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -20135360.000000 Penalty: 5974.733398
	Iteration 40F: 3 clusters Score -2.013536e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -20135352.000000 Penalty: 5974.733398
	Iteration 41Q: 3 clusters Score -2.013535e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -20135366.000000 Penalty: 5974.733398
	Iteration 42Q: 3 clusters Score -2.013537e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 167181 members 
Entering Unmasked Estep 
Score: -20135354.000000 Penalty: 5974.733398
	Iteration 43Q: 3 clusters Score -2.013535e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 44Q: 3 clusters Score -2.013535e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -20135358.000000 Penalty: 5974.733398
	Iteration 45Q: 3 clusters Score -2.013536e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -20135352.000000 Penalty: 5974.733398
	Iteration 46Q: 3 clusters Score -2.013535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 167549 members 
Entering Unmasked Estep 
Score: -20135384.000000 Penalty: 5974.733398
	Iteration 47Q: 3 clusters Score -2.013538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -20135368.000000 Penalty: 5974.733398
	Iteration 48Q: 3 clusters Score -2.013537e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 49Q: 3 clusters Score -2.013535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -20135360.000000 Penalty: 5974.733398
	Iteration 50Q: 3 clusters Score -2.013536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -20135344.000000 Penalty: 5974.733398
	Iteration 51Q: 3 clusters Score -2.013534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -20135336.000000 Penalty: 5974.733398
	Iteration 52Q: 3 clusters Score -2.013534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -20135344.000000 Penalty: 5974.733398
	Iteration 53Q: 3 clusters Score -2.013534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -20135352.000000 Penalty: 5974.733398
	Iteration 54Q: 3 clusters Score -2.013535e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 167875 members 
Entering Unmasked Estep 
Score: -20135360.000000 Penalty: 5974.733398
	Iteration 55Q: 3 clusters Score -2.013536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -20135366.000000 Penalty: 5974.733398
	Iteration 56Q: 3 clusters Score -2.013537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 167917 members 
Entering Unmasked Estep 
Score: -20135362.000000 Penalty: 5974.733398
	Iteration 57Q: 3 clusters Score -2.013536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -20135352.000000 Penalty: 5974.733398
	Iteration 58Q: 3 clusters Score -2.013535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 167967 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 59Q: 3 clusters Score -2.013535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -20135368.000000 Penalty: 5974.733398
	Iteration 60F: 3 clusters Score -2.013537e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 168027 members 
Entering Unmasked Estep 
Score: -20135338.000000 Penalty: 5974.733398
	Iteration 61Q: 3 clusters Score -2.013534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -20135344.000000 Penalty: 5974.733398
	Iteration 62Q: 3 clusters Score -2.013534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -20135340.000000 Penalty: 5974.733398
	Iteration 63Q: 3 clusters Score -2.013534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -20135350.000000 Penalty: 5974.733398
	Iteration 64Q: 3 clusters Score -2.013535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 65Q: 3 clusters Score -2.013535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 168161 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 66Q: 3 clusters Score -2.013535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -20135340.000000 Penalty: 5974.733398
	Iteration 67Q: 3 clusters Score -2.013534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 168197 members 
Entering Unmasked Estep 
Score: -20135336.000000 Penalty: 5974.733398
	Iteration 68Q: 3 clusters Score -2.013534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 168208 members 
Entering Unmasked Estep 
Score: -20135346.000000 Penalty: 5974.733398
	Iteration 69Q: 3 clusters Score -2.013535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -20135330.000000 Penalty: 5974.733398
	Iteration 70Q: 3 clusters Score -2.013533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -20135320.000000 Penalty: 5974.733398
	Iteration 71Q: 3 clusters Score -2.013532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 168246 members 
Entering Unmasked Estep 
Score: -20135348.000000 Penalty: 5974.733398
	Iteration 72Q: 3 clusters Score -2.013535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 168258 members 
Entering Unmasked Estep 
Score: -20135336.000000 Penalty: 5974.733398
	Iteration 73Q: 3 clusters Score -2.013534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -20135350.000000 Penalty: 5974.733398
	Iteration 74Q: 3 clusters Score -2.013535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -20135336.000000 Penalty: 5974.733398
	Iteration 75Q: 3 clusters Score -2.013534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -20135344.000000 Penalty: 5974.733398
	Iteration 76Q: 3 clusters Score -2.013534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -20135362.000000 Penalty: 5974.733398
	Iteration 77Q: 3 clusters Score -2.013536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 168291 members 
Entering Unmasked Estep 
Score: -20135362.000000 Penalty: 5974.733398
	Iteration 78Q: 3 clusters Score -2.013536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -20135370.000000 Penalty: 5974.733398
	Iteration 79Q: 3 clusters Score -2.013537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -20135370.000000 Penalty: 5974.733398
	Iteration 80F: 3 clusters Score -2.013537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -266295.875000 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -266295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -263438.062500 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -263438.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263966.656250 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -263966.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264107.625000 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -264107.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264183.218750 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -264183.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -264227.562500 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -264227.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -264268.625000 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -264268.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -264307.843750 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -264307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264338.218750 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -264338.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -264375.187500 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -264375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264409.906250 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -264409.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264435.312500 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -264435.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -264458.250000 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -264458.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264478.125000 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -264478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264486.843750 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -264486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -264495.625000 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -264495.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264506.750000 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -264506.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264512.562500 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -264512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264517.500000 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -264517.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -264524.937500 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -264524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264535.000000 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -264535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -264545.437500 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -264545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264551.687500 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -264551.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264557.718750 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -264557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -264566.906250 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -264566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264574.812500 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -264574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -264584.812500 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -264584.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -264594.218750 Penalty: 3855.285400
	Iteration 26Q: 3 clusters Score -264594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264602.500000 Penalty: 3855.285400
	Iteration 27Q: 3 clusters Score -264602.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264609.812500 Penalty: 3855.285400
	Iteration 28Q: 3 clusters Score -264609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -264617.531250 Penalty: 3855.285400
	Iteration 29Q: 3 clusters Score -264617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -264625.562500 Penalty: 3855.285400
	Iteration 30Q: 3 clusters Score -264625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -264633.906250 Penalty: 3855.285400
	Iteration 31Q: 3 clusters Score -264633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -264637.250000 Penalty: 3855.285400
	Iteration 32Q: 3 clusters Score -264637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264640.656250 Penalty: 3855.285400
	Iteration 33Q: 3 clusters Score -264640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -264644.531250 Penalty: 3855.285400
	Iteration 34Q: 3 clusters Score -264644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -264649.312500 Penalty: 3855.285400
	Iteration 35Q: 3 clusters Score -264649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264652.343750 Penalty: 3855.285400
	Iteration 36Q: 3 clusters Score -264652.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264657.156250 Penalty: 3855.285400
	Iteration 37Q: 3 clusters Score -264657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264659.093750 Penalty: 3855.285400
	Iteration 38Q: 3 clusters Score -264659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264660.406250 Penalty: 3855.285400
	Iteration 39Q: 3 clusters Score -264660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264663.593750 Penalty: 3855.285400
	Iteration 40F: 3 clusters Score -264663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264666.000000 Penalty: 3855.285400
	Iteration 41Q: 3 clusters Score -264666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264666.906250 Penalty: 3855.285400
	Iteration 42Q: 3 clusters Score -264666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264668.500000 Penalty: 3855.285400
	Iteration 43Q: 3 clusters Score -264668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264670.968750 Penalty: 3855.285400
	Iteration 44Q: 3 clusters Score -264671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -264671.687500 Penalty: 3855.285400
	Iteration 45Q: 3 clusters Score -264671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264671.968750 Penalty: 3855.285400
	Iteration 46Q: 3 clusters Score -264672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264672.625000 Penalty: 3855.285400
	Iteration 47Q: 3 clusters Score -264672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264673.468750 Penalty: 3855.285400
	Iteration 48Q: 3 clusters Score -264673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264673.468750 Penalty: 3855.285400
	Iteration 49F: 3 clusters Score -264673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -118311.476562 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -118311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116352.406250 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -116352.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116755.500000 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -116755.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116891.960938 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -116892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116977.203125 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -116977.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117035.578125 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -117035.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117084.468750 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -117084.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117124.609375 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -117124.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117174.320312 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -117174.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117234.156250 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -117234.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117327.656250 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -117327.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117461.468750 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -117461.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117667.039062 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -117667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117919.585938 Penalty: 3490.801514
	Iteration 12F: 3 clusters Score -117919.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118323.101562 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -118323.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118711.570312 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -118711.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118902.328125 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -118902.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119250.515625 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -119250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119585.523438 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -119585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119617.453125 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -119617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119628.500000 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -119628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119631.406250 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -119631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -119633.296875 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -119633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119635.437500 Penalty: 3490.801514
	Iteration 22Q: 3 clusters Score -119635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -119635.437500 Penalty: 3490.801514
	Iteration 23F: 3 clusters Score -119635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 67008 members 
Mstep: Class 4 contains 45427 members 
Mstep: Class 5 contains 170388 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 182703 members 
Mstep: Class 9 contains 216928 members 
Mstep: Class 10 contains 44733 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 17 contains 19540 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
Score: -118052920.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118053048.000000 to -118052920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (182703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182703 members 
Entering Unmasked Estep 
Score: -21704632.000000 Penalty: 3004.672852
	Iteration 0F: 2 clusters Score -2.170463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -21592348.000000 Penalty: 6009.345703
	Iteration 0F: 3 clusters Score -2.159235e+07 nChanged 87861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -21643248.000000 Penalty: 6009.345703
	Iteration 1F: 3 clusters Score -2.164325e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -21644370.000000 Penalty: 6009.345703
	Iteration 2Q: 3 clusters Score -2.164437e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -21645762.000000 Penalty: 6009.345703
	Iteration 3Q: 3 clusters Score -2.164576e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -21648932.000000 Penalty: 6009.345703
	Iteration 4Q: 3 clusters Score -2.164893e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -21654626.000000 Penalty: 6009.345703
	Iteration 5F: 3 clusters Score -2.165463e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132783 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -21664862.000000 Penalty: 6009.345703
	Iteration 6F: 3 clusters Score -2.166486e+07 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -21679150.000000 Penalty: 6009.345703
	Iteration 7F: 3 clusters Score -2.167915e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -21691118.000000 Penalty: 6009.345703
	Iteration 8F: 3 clusters Score -2.169112e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -21697400.000000 Penalty: 6009.345703
	Iteration 9F: 3 clusters Score -2.16974e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177566 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -21700126.000000 Penalty: 6009.345703
	Iteration 10Q: 3 clusters Score -2.170013e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179796 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21701266.000000 Penalty: 6009.345703
	Iteration 11Q: 3 clusters Score -2.170127e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180891 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21701742.000000 Penalty: 6009.345703
	Iteration 12Q: 3 clusters Score -2.170174e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181451 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21701954.000000 Penalty: 6009.345703
	Iteration 13Q: 3 clusters Score -2.170195e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181728 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21702052.000000 Penalty: 6009.345703
	Iteration 14Q: 3 clusters Score -2.170205e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181849 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21702094.000000 Penalty: 6009.345703
	Iteration 15Q: 3 clusters Score -2.170209e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181928 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -21702198.000000 Penalty: 6009.345703
	Iteration 16Q: 3 clusters Score -2.17022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -21702246.000000 Penalty: 6009.345703
	Iteration 17Q: 3 clusters Score -2.170225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21702260.000000 Penalty: 6009.345703
	Iteration 18Q: 3 clusters Score -2.170226e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182057 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21702286.000000 Penalty: 6009.345703
	Iteration 19Q: 3 clusters Score -2.170229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21702296.000000 Penalty: 6009.345703
	Iteration 20F: 3 clusters Score -2.17023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21702316.000000 Penalty: 6009.345703
	Iteration 21Q: 3 clusters Score -2.170232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21702330.000000 Penalty: 6009.345703
	Iteration 22Q: 3 clusters Score -2.170233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182119 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21702342.000000 Penalty: 6009.345703
	Iteration 23Q: 3 clusters Score -2.170234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182127 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21702326.000000 Penalty: 6009.345703
	Iteration 24Q: 3 clusters Score -2.170233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182134 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21702324.000000 Penalty: 6009.345703
	Iteration 25Q: 3 clusters Score -2.170232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21702344.000000 Penalty: 6009.345703
	Iteration 26Q: 3 clusters Score -2.170234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21702352.000000 Penalty: 6009.345703
	Iteration 27Q: 3 clusters Score -2.170235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21702352.000000 Penalty: 6009.345703
	Iteration 28F: 3 clusters Score -2.170235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (216928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216928 members 
Entering Unmasked Estep 
Score: -25509040.000000 Penalty: 3047.255615
	Iteration 0F: 2 clusters Score -2.550904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -25369824.000000 Penalty: 6094.511230
	Iteration 0F: 3 clusters Score -2.536982e+07 nChanged 104472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -25431978.000000 Penalty: 6094.511230
	Iteration 1F: 3 clusters Score -2.543198e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -25433000.000000 Penalty: 6094.511230
	Iteration 2Q: 3 clusters Score -2.5433e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -25434018.000000 Penalty: 6094.511230
	Iteration 3Q: 3 clusters Score -2.543402e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -25435000.000000 Penalty: 6094.511230
	Iteration 4Q: 3 clusters Score -2.5435e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -25436360.000000 Penalty: 6094.511230
	Iteration 5Q: 3 clusters Score -2.543636e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -25438088.000000 Penalty: 6094.511230
	Iteration 6Q: 3 clusters Score -2.543809e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -25441124.000000 Penalty: 6094.511230
	Iteration 7Q: 3 clusters Score -2.544112e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -25445728.000000 Penalty: 6094.511230
	Iteration 8Q: 3 clusters Score -2.544573e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148535 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -25453372.000000 Penalty: 6094.511230
	Iteration 9F: 3 clusters Score -2.545337e+07 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -25464892.000000 Penalty: 6094.511230
	Iteration 10F: 3 clusters Score -2.546489e+07 nChanged 15510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -25477960.000000 Penalty: 6094.511230
	Iteration 11F: 3 clusters Score -2.547796e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -25488258.000000 Penalty: 6094.511230
	Iteration 12F: 3 clusters Score -2.548826e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199798 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -25494914.000000 Penalty: 6094.511230
	Iteration 13Q: 3 clusters Score -2.549491e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204988 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -25498750.000000 Penalty: 6094.511230
	Iteration 14Q: 3 clusters Score -2.549875e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208391 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -25501080.000000 Penalty: 6094.511230
	Iteration 15Q: 3 clusters Score -2.550108e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210657 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -25502506.000000 Penalty: 6094.511230
	Iteration 16Q: 3 clusters Score -2.550251e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212238 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -25503408.000000 Penalty: 6094.511230
	Iteration 17Q: 3 clusters Score -2.550341e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213335 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -25504048.000000 Penalty: 6094.511230
	Iteration 18Q: 3 clusters Score -2.550405e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214144 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -25504646.000000 Penalty: 6094.511230
	Iteration 19Q: 3 clusters Score -2.550465e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -25505020.000000 Penalty: 6094.511230
	Iteration 20F: 3 clusters Score -2.550502e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215091 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -25505260.000000 Penalty: 6094.511230
	Iteration 21Q: 3 clusters Score -2.550526e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215354 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25505496.000000 Penalty: 6094.511230
	Iteration 22Q: 3 clusters Score -2.55055e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -25505688.000000 Penalty: 6094.511230
	Iteration 23Q: 3 clusters Score -2.550569e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215715 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -25505790.000000 Penalty: 6094.511230
	Iteration 24Q: 3 clusters Score -2.550579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -25505894.000000 Penalty: 6094.511230
	Iteration 25Q: 3 clusters Score -2.550589e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215911 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -25505942.000000 Penalty: 6094.511230
	Iteration 26Q: 3 clusters Score -2.550594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215978 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -25505984.000000 Penalty: 6094.511230
	Iteration 27Q: 3 clusters Score -2.550598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25505988.000000 Penalty: 6094.511230
	Iteration 28Q: 3 clusters Score -2.550599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216050 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25506028.000000 Penalty: 6094.511230
	Iteration 29Q: 3 clusters Score -2.550603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25506100.000000 Penalty: 6094.511230
	Iteration 30Q: 3 clusters Score -2.55061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216097 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25506090.000000 Penalty: 6094.511230
	Iteration 31Q: 3 clusters Score -2.550609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216110 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -25506082.000000 Penalty: 6094.511230
	Iteration 32Q: 3 clusters Score -2.550608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216128 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -25506122.000000 Penalty: 6094.511230
	Iteration 33Q: 3 clusters Score -2.550612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216140 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -25506142.000000 Penalty: 6094.511230
	Iteration 34Q: 3 clusters Score -2.550614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216148 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25506148.000000 Penalty: 6094.511230
	Iteration 35Q: 3 clusters Score -2.550615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216161 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25506162.000000 Penalty: 6094.511230
	Iteration 36Q: 3 clusters Score -2.550616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -25506156.000000 Penalty: 6094.511230
	Iteration 37Q: 3 clusters Score -2.550616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216180 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -25506168.000000 Penalty: 6094.511230
	Iteration 38Q: 3 clusters Score -2.550617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -25506182.000000 Penalty: 6094.511230
	Iteration 39Q: 3 clusters Score -2.550618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216204 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -25506192.000000 Penalty: 6094.511230
	Iteration 40F: 3 clusters Score -2.550619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216215 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -25506202.000000 Penalty: 6094.511230
	Iteration 41Q: 3 clusters Score -2.55062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216220 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -25506198.000000 Penalty: 6094.511230
	Iteration 42Q: 3 clusters Score -2.55062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216230 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25506198.000000 Penalty: 6094.511230
	Iteration 43Q: 3 clusters Score -2.55062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216238 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -25506214.000000 Penalty: 6094.511230
	Iteration 44Q: 3 clusters Score -2.550621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216245 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -25506224.000000 Penalty: 6094.511230
	Iteration 45Q: 3 clusters Score -2.550622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216247 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25506196.000000 Penalty: 6094.511230
	Iteration 46Q: 3 clusters Score -2.55062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216254 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -25506202.000000 Penalty: 6094.511230
	Iteration 47Q: 3 clusters Score -2.55062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216260 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25506194.000000 Penalty: 6094.511230
	Iteration 48Q: 3 clusters Score -2.550619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216266 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25506208.000000 Penalty: 6094.511230
	Iteration 49Q: 3 clusters Score -2.550621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216269 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -25506206.000000 Penalty: 6094.511230
	Iteration 50Q: 3 clusters Score -2.550621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216276 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -25506216.000000 Penalty: 6094.511230
	Iteration 51Q: 3 clusters Score -2.550622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216277 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -25506222.000000 Penalty: 6094.511230
	Iteration 52Q: 3 clusters Score -2.550622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216278 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -25506220.000000 Penalty: 6094.511230
	Iteration 53Q: 3 clusters Score -2.550622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216279 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -25506216.000000 Penalty: 6094.511230
	Iteration 54Q: 3 clusters Score -2.550622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216279 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -25506216.000000 Penalty: 6094.511230
	Iteration 55F: 3 clusters Score -2.550622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Entering Unmasked Estep 
Score: -5326205.000000 Penalty: 2655.699707
	Iteration 0F: 2 clusters Score -5326205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5296050.500000 Penalty: 5311.399414
	Iteration 0F: 3 clusters Score -5296050 nChanged 20628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5307376.000000 Penalty: 5311.399414
	Iteration 1F: 3 clusters Score -5307376 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5307967.500000 Penalty: 5311.399414
	Iteration 2Q: 3 clusters Score -5307968 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5308562.000000 Penalty: 5311.399414
	Iteration 3Q: 3 clusters Score -5308562 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5309220.500000 Penalty: 5311.399414
	Iteration 4Q: 3 clusters Score -5309220 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5310149.000000 Penalty: 5311.399414
	Iteration 5Q: 3 clusters Score -5310149 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -5311508.000000 Penalty: 5311.399414
	Iteration 6F: 3 clusters Score -5311508 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -5313387.000000 Penalty: 5311.399414
	Iteration 7F: 3 clusters Score -5313387 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5315851.500000 Penalty: 5311.399414
	Iteration 8F: 3 clusters Score -5315852 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5318622.000000 Penalty: 5311.399414
	Iteration 9F: 3 clusters Score -5318622 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5320962.000000 Penalty: 5311.399414
	Iteration 10F: 3 clusters Score -5320962 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5322486.500000 Penalty: 5311.399414
	Iteration 11Q: 3 clusters Score -5322486 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5323442.500000 Penalty: 5311.399414
	Iteration 12Q: 3 clusters Score -5323442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5324013.500000 Penalty: 5311.399414
	Iteration 13Q: 3 clusters Score -5324014 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5324316.000000 Penalty: 5311.399414
	Iteration 14Q: 3 clusters Score -5324316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5324491.500000 Penalty: 5311.399414
	Iteration 15Q: 3 clusters Score -5324492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5324617.500000 Penalty: 5311.399414
	Iteration 16Q: 3 clusters Score -5324618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5324680.500000 Penalty: 5311.399414
	Iteration 17Q: 3 clusters Score -5324680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5324700.500000 Penalty: 5311.399414
	Iteration 18Q: 3 clusters Score -5324700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -5324724.500000 Penalty: 5311.399414
	Iteration 19Q: 3 clusters Score -5324724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5324736.500000 Penalty: 5311.399414
	Iteration 20F: 3 clusters Score -5324736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5324737.000000 Penalty: 5311.399414
	Iteration 21Q: 3 clusters Score -5324737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -5324766.000000 Penalty: 5311.399414
	Iteration 22Q: 3 clusters Score -5324766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5324770.000000 Penalty: 5311.399414
	Iteration 23Q: 3 clusters Score -5324770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -5324780.500000 Penalty: 5311.399414
	Iteration 24Q: 3 clusters Score -5324780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5324789.500000 Penalty: 5311.399414
	Iteration 25Q: 3 clusters Score -5324790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5324797.000000 Penalty: 5311.399414
	Iteration 26Q: 3 clusters Score -5324797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5324800.500000 Penalty: 5311.399414
	Iteration 27Q: 3 clusters Score -5324800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5324797.000000 Penalty: 5311.399414
	Iteration 28Q: 3 clusters Score -5324797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5324802.000000 Penalty: 5311.399414
	Iteration 29Q: 3 clusters Score -5324802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5324812.000000 Penalty: 5311.399414
	Iteration 30Q: 3 clusters Score -5324812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5324807.000000 Penalty: 5311.399414
	Iteration 31Q: 3 clusters Score -5324807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -5324816.000000 Penalty: 5311.399414
	Iteration 32Q: 3 clusters Score -5324816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5324821.500000 Penalty: 5311.399414
	Iteration 33Q: 3 clusters Score -5324822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5324824.000000 Penalty: 5311.399414
	Iteration 34Q: 3 clusters Score -5324824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5324825.000000 Penalty: 5311.399414
	Iteration 35Q: 3 clusters Score -5324825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -5324821.000000 Penalty: 5311.399414
	Iteration 36Q: 3 clusters Score -5324821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -5324835.000000 Penalty: 5311.399414
	Iteration 37Q: 3 clusters Score -5324835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5324838.500000 Penalty: 5311.399414
	Iteration 38Q: 3 clusters Score -5324838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5324844.500000 Penalty: 5311.399414
	Iteration 39Q: 3 clusters Score -5324844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5324849.500000 Penalty: 5311.399414
	Iteration 40F: 3 clusters Score -5324850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5324846.500000 Penalty: 5311.399414
	Iteration 41Q: 3 clusters Score -5324846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5324848.000000 Penalty: 5311.399414
	Iteration 42Q: 3 clusters Score -5324848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5324848.000000 Penalty: 5311.399414
	Iteration 43Q: 3 clusters Score -5324848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5324846.000000 Penalty: 5311.399414
	Iteration 44Q: 3 clusters Score -5324846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5324848.000000 Penalty: 5311.399414
	Iteration 45Q: 3 clusters Score -5324848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5324845.500000 Penalty: 5311.399414
	Iteration 46Q: 3 clusters Score -5324846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -5324855.000000 Penalty: 5311.399414
	Iteration 47Q: 3 clusters Score -5324855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5324859.500000 Penalty: 5311.399414
	Iteration 48Q: 3 clusters Score -5324860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5324864.500000 Penalty: 5311.399414
	Iteration 49Q: 3 clusters Score -5324864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5324865.000000 Penalty: 5311.399414
	Iteration 50Q: 3 clusters Score -5324865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5324871.500000 Penalty: 5311.399414
	Iteration 51Q: 3 clusters Score -5324872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5324868.500000 Penalty: 5311.399414
	Iteration 52Q: 3 clusters Score -5324868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5324874.500000 Penalty: 5311.399414
	Iteration 53Q: 3 clusters Score -5324874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5324876.000000 Penalty: 5311.399414
	Iteration 54Q: 3 clusters Score -5324876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5324882.500000 Penalty: 5311.399414
	Iteration 55Q: 3 clusters Score -5324882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5324878.000000 Penalty: 5311.399414
	Iteration 56Q: 3 clusters Score -5324878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5324876.500000 Penalty: 5311.399414
	Iteration 57Q: 3 clusters Score -5324876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -5324876.500000 Penalty: 5311.399414
	Iteration 58F: 3 clusters Score -5324876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Entering Unmasked Estep 
Score: -6853826.000000 Penalty: 2719.958984
	Iteration 0F: 2 clusters Score -6853826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -6814936.000000 Penalty: 5439.917969
	Iteration 0F: 3 clusters Score -6814936 nChanged 26858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6829986.000000 Penalty: 5439.917969
	Iteration 1F: 3 clusters Score -6829986 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -6830678.000000 Penalty: 5439.917969
	Iteration 2Q: 3 clusters Score -6830678 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -6831476.500000 Penalty: 5439.917969
	Iteration 3Q: 3 clusters Score -6831476 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6832425.000000 Penalty: 5439.917969
	Iteration 4Q: 3 clusters Score -6832425 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6833638.500000 Penalty: 5439.917969
	Iteration 5Q: 3 clusters Score -6833638 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -6835253.000000 Penalty: 5439.917969
	Iteration 6F: 3 clusters Score -6835253 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6837626.000000 Penalty: 5439.917969
	Iteration 7F: 3 clusters Score -6837626 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6840766.000000 Penalty: 5439.917969
	Iteration 8F: 3 clusters Score -6840766 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6844583.000000 Penalty: 5439.917969
	Iteration 9F: 3 clusters Score -6844583 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6847776.500000 Penalty: 5439.917969
	Iteration 10F: 3 clusters Score -6847776 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6849902.500000 Penalty: 5439.917969
	Iteration 11Q: 3 clusters Score -6849902 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -6851046.500000 Penalty: 5439.917969
	Iteration 12Q: 3 clusters Score -6851046 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -6851531.500000 Penalty: 5439.917969
	Iteration 13Q: 3 clusters Score -6851532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -6851771.000000 Penalty: 5439.917969
	Iteration 14Q: 3 clusters Score -6851771 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6851888.000000 Penalty: 5439.917969
	Iteration 15Q: 3 clusters Score -6851888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -6851954.500000 Penalty: 5439.917969
	Iteration 16Q: 3 clusters Score -6851954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -6852000.000000 Penalty: 5439.917969
	Iteration 17Q: 3 clusters Score -6852000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -6852030.000000 Penalty: 5439.917969
	Iteration 18Q: 3 clusters Score -6852030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -6852043.500000 Penalty: 5439.917969
	Iteration 19Q: 3 clusters Score -6852044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -6852054.000000 Penalty: 5439.917969
	Iteration 20F: 3 clusters Score -6852054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -6852067.500000 Penalty: 5439.917969
	Iteration 21Q: 3 clusters Score -6852068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -6852064.500000 Penalty: 5439.917969
	Iteration 22Q: 3 clusters Score -6852064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6852067.000000 Penalty: 5439.917969
	Iteration 23Q: 3 clusters Score -6852067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -6852067.500000 Penalty: 5439.917969
	Iteration 24Q: 3 clusters Score -6852068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -6852071.500000 Penalty: 5439.917969
	Iteration 25Q: 3 clusters Score -6852072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -6852072.500000 Penalty: 5439.917969
	Iteration 26Q: 3 clusters Score -6852072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6852075.500000 Penalty: 5439.917969
	Iteration 27Q: 3 clusters Score -6852076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -6852074.000000 Penalty: 5439.917969
	Iteration 28Q: 3 clusters Score -6852074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -6852075.500000 Penalty: 5439.917969
	Iteration 29Q: 3 clusters Score -6852076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6852080.500000 Penalty: 5439.917969
	Iteration 30Q: 3 clusters Score -6852080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6852083.000000 Penalty: 5439.917969
	Iteration 31Q: 3 clusters Score -6852083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -6852090.500000 Penalty: 5439.917969
	Iteration 32Q: 3 clusters Score -6852090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -6852090.000000 Penalty: 5439.917969
	Iteration 33Q: 3 clusters Score -6852090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -6852082.000000 Penalty: 5439.917969
	Iteration 34Q: 3 clusters Score -6852082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -6852082.000000 Penalty: 5439.917969
	Iteration 35Q: 3 clusters Score -6852082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -6852088.500000 Penalty: 5439.917969
	Iteration 36Q: 3 clusters Score -6852088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -6852083.000000 Penalty: 5439.917969
	Iteration 37Q: 3 clusters Score -6852083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -6852081.000000 Penalty: 5439.917969
	Iteration 38Q: 3 clusters Score -6852081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -6852081.000000 Penalty: 5439.917969
	Iteration 39F: 3 clusters Score -6852081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -478187.187500 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -478187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -474247.531250 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -474247.5 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -475114.843750 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -475114.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -475289.531250 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -475289.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -475403.718750 Penalty: 4116.938965
	Iteration 3Q: 3 clusters Score -475403.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -475484.781250 Penalty: 4116.938965
	Iteration 4Q: 3 clusters Score -475484.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -475548.312500 Penalty: 4116.938965
	Iteration 5Q: 3 clusters Score -475548.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -475606.125000 Penalty: 4116.938965
	Iteration 6Q: 3 clusters Score -475606.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -475644.468750 Penalty: 4116.938965
	Iteration 7Q: 3 clusters Score -475644.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -475683.000000 Penalty: 4116.938965
	Iteration 8Q: 3 clusters Score -475683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -475715.031250 Penalty: 4116.938965
	Iteration 9Q: 3 clusters Score -475715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -475745.562500 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -475745.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -475771.125000 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -475771.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -475792.406250 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -475792.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -475808.687500 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -475808.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -475823.406250 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -475823.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -475836.125000 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -475836.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -475849.843750 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -475849.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -475862.468750 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -475862.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -475873.062500 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -475873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -475884.156250 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -475884.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -475891.593750 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -475891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -475898.875000 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -475898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -475906.687500 Penalty: 4116.938965
	Iteration 22Q: 3 clusters Score -475906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -475913.625000 Penalty: 4116.938965
	Iteration 23Q: 3 clusters Score -475913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -475917.406250 Penalty: 4116.938965
	Iteration 24Q: 3 clusters Score -475917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -475921.093750 Penalty: 4116.938965
	Iteration 25Q: 3 clusters Score -475921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -475922.843750 Penalty: 4116.938965
	Iteration 26Q: 3 clusters Score -475922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -475925.687500 Penalty: 4116.938965
	Iteration 27Q: 3 clusters Score -475925.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -475928.687500 Penalty: 4116.938965
	Iteration 28Q: 3 clusters Score -475928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -475931.312500 Penalty: 4116.938965
	Iteration 29Q: 3 clusters Score -475931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -475931.343750 Penalty: 4116.938965
	Iteration 30Q: 3 clusters Score -475931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -475931.437500 Penalty: 4116.938965
	Iteration 31Q: 3 clusters Score -475931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -475932.718750 Penalty: 4116.938965
	Iteration 32Q: 3 clusters Score -475932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -475933.156250 Penalty: 4116.938965
	Iteration 33Q: 3 clusters Score -475933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -475934.593750 Penalty: 4116.938965
	Iteration 34Q: 3 clusters Score -475934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -475935.781250 Penalty: 4116.938965
	Iteration 35Q: 3 clusters Score -475935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -475935.437500 Penalty: 4116.938965
	Iteration 36Q: 3 clusters Score -475935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -475935.500000 Penalty: 4116.938965
	Iteration 37Q: 3 clusters Score -475935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -475935.500000 Penalty: 4116.938965
	Iteration 38F: 3 clusters Score -475935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Entering Unmasked Estep 
Score: -2275170.000000 Penalty: 2450.294189
	Iteration 0F: 2 clusters Score -2275170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2261394.000000 Penalty: 4900.588379
	Iteration 0F: 3 clusters Score -2261394 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2265933.250000 Penalty: 4900.588379
	Iteration 1F: 3 clusters Score -2265933 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2266432.500000 Penalty: 4900.588379
	Iteration 2F: 3 clusters Score -2266432 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2266887.500000 Penalty: 4900.588379
	Iteration 3F: 3 clusters Score -2266888 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2267381.500000 Penalty: 4900.588379
	Iteration 4F: 3 clusters Score -2267382 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2267934.000000 Penalty: 4900.588379
	Iteration 5F: 3 clusters Score -2267934 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2268659.250000 Penalty: 4900.588379
	Iteration 6F: 3 clusters Score -2268659 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2269574.500000 Penalty: 4900.588379
	Iteration 7F: 3 clusters Score -2269574 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2270533.000000 Penalty: 4900.588379
	Iteration 8F: 3 clusters Score -2270533 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2271373.500000 Penalty: 4900.588379
	Iteration 9F: 3 clusters Score -2271374 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2272023.250000 Penalty: 4900.588379
	Iteration 10F: 3 clusters Score -2272023 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2272415.250000 Penalty: 4900.588379
	Iteration 11Q: 3 clusters Score -2272415 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2272674.000000 Penalty: 4900.588379
	Iteration 12Q: 3 clusters Score -2272674 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2272847.750000 Penalty: 4900.588379
	Iteration 13Q: 3 clusters Score -2272848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2272975.750000 Penalty: 4900.588379
	Iteration 14Q: 3 clusters Score -2272976 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2273094.500000 Penalty: 4900.588379
	Iteration 15Q: 3 clusters Score -2273094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2273192.750000 Penalty: 4900.588379
	Iteration 16Q: 3 clusters Score -2273193 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2273261.500000 Penalty: 4900.588379
	Iteration 17Q: 3 clusters Score -2273262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2273325.500000 Penalty: 4900.588379
	Iteration 18Q: 3 clusters Score -2273326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2273400.750000 Penalty: 4900.588379
	Iteration 19Q: 3 clusters Score -2273401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2273484.500000 Penalty: 4900.588379
	Iteration 20F: 3 clusters Score -2273484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2273559.750000 Penalty: 4900.588379
	Iteration 21Q: 3 clusters Score -2273560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2273612.250000 Penalty: 4900.588379
	Iteration 22Q: 3 clusters Score -2273612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2273659.500000 Penalty: 4900.588379
	Iteration 23Q: 3 clusters Score -2273660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2273690.000000 Penalty: 4900.588379
	Iteration 24Q: 3 clusters Score -2273690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2273715.750000 Penalty: 4900.588379
	Iteration 25Q: 3 clusters Score -2273716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2273735.750000 Penalty: 4900.588379
	Iteration 26Q: 3 clusters Score -2273736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2273748.000000 Penalty: 4900.588379
	Iteration 27Q: 3 clusters Score -2273748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2273756.500000 Penalty: 4900.588379
	Iteration 28Q: 3 clusters Score -2273756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2273762.500000 Penalty: 4900.588379
	Iteration 29Q: 3 clusters Score -2273762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2273773.250000 Penalty: 4900.588379
	Iteration 30Q: 3 clusters Score -2273773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2273773.500000 Penalty: 4900.588379
	Iteration 31Q: 3 clusters Score -2273774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2273779.250000 Penalty: 4900.588379
	Iteration 32Q: 3 clusters Score -2273779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2273782.000000 Penalty: 4900.588379
	Iteration 33Q: 3 clusters Score -2273782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2273784.500000 Penalty: 4900.588379
	Iteration 34Q: 3 clusters Score -2273784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2273786.250000 Penalty: 4900.588379
	Iteration 35Q: 3 clusters Score -2273786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2273785.500000 Penalty: 4900.588379
	Iteration 36Q: 3 clusters Score -2273786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2273786.750000 Penalty: 4900.588379
	Iteration 37Q: 3 clusters Score -2273787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2273791.250000 Penalty: 4900.588379
	Iteration 38Q: 3 clusters Score -2273791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2273791.500000 Penalty: 4900.588379
	Iteration 39Q: 3 clusters Score -2273792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2273790.000000 Penalty: 4900.588379
	Iteration 40F: 3 clusters Score -2273790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Entering Unmasked Estep 
Score: -1265191.250000 Penalty: 2298.193604
	Iteration 0F: 2 clusters Score -1265191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1257158.500000 Penalty: 4596.387207
	Iteration 0F: 3 clusters Score -1257158 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1259406.750000 Penalty: 4596.387207
	Iteration 1F: 3 clusters Score -1259407 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1259681.875000 Penalty: 4596.387207
	Iteration 2F: 3 clusters Score -1259682 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1259877.000000 Penalty: 4596.387207
	Iteration 3Q: 3 clusters Score -1259877 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1260028.750000 Penalty: 4596.387207
	Iteration 4Q: 3 clusters Score -1260029 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1260146.750000 Penalty: 4596.387207
	Iteration 5Q: 3 clusters Score -1260147 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1260235.125000 Penalty: 4596.387207
	Iteration 6Q: 3 clusters Score -1260235 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1260324.625000 Penalty: 4596.387207
	Iteration 7Q: 3 clusters Score -1260325 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1260413.125000 Penalty: 4596.387207
	Iteration 8Q: 3 clusters Score -1260413 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1260494.250000 Penalty: 4596.387207
	Iteration 9Q: 3 clusters Score -1260494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1260570.000000 Penalty: 4596.387207
	Iteration 10Q: 3 clusters Score -1260570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1260679.875000 Penalty: 4596.387207
	Iteration 11Q: 3 clusters Score -1260680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1260791.750000 Penalty: 4596.387207
	Iteration 12Q: 3 clusters Score -1260792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1260953.250000 Penalty: 4596.387207
	Iteration 13Q: 3 clusters Score -1260953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1261155.375000 Penalty: 4596.387207
	Iteration 14Q: 3 clusters Score -1261155 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1261412.000000 Penalty: 4596.387207
	Iteration 15Q: 3 clusters Score -1261412 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1261731.375000 Penalty: 4596.387207
	Iteration 16Q: 3 clusters Score -1261731 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1262087.500000 Penalty: 4596.387207
	Iteration 17Q: 3 clusters Score -1262088 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1262366.250000 Penalty: 4596.387207
	Iteration 18Q: 3 clusters Score -1262366 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1262576.750000 Penalty: 4596.387207
	Iteration 19Q: 3 clusters Score -1262577 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1262743.125000 Penalty: 4596.387207
	Iteration 20F: 3 clusters Score -1262743 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1262877.000000 Penalty: 4596.387207
	Iteration 21Q: 3 clusters Score -1262877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1262968.625000 Penalty: 4596.387207
	Iteration 22Q: 3 clusters Score -1262969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1263031.125000 Penalty: 4596.387207
	Iteration 23Q: 3 clusters Score -1263031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1263075.375000 Penalty: 4596.387207
	Iteration 24Q: 3 clusters Score -1263075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1263106.125000 Penalty: 4596.387207
	Iteration 25Q: 3 clusters Score -1263106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1263136.250000 Penalty: 4596.387207
	Iteration 26Q: 3 clusters Score -1263136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1263167.125000 Penalty: 4596.387207
	Iteration 27Q: 3 clusters Score -1263167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1263185.375000 Penalty: 4596.387207
	Iteration 28Q: 3 clusters Score -1263185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1263196.875000 Penalty: 4596.387207
	Iteration 29Q: 3 clusters Score -1263197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1263207.000000 Penalty: 4596.387207
	Iteration 30Q: 3 clusters Score -1263207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1263216.500000 Penalty: 4596.387207
	Iteration 31Q: 3 clusters Score -1263216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1263220.625000 Penalty: 4596.387207
	Iteration 32Q: 3 clusters Score -1263221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1263231.625000 Penalty: 4596.387207
	Iteration 33Q: 3 clusters Score -1263232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1263233.375000 Penalty: 4596.387207
	Iteration 34Q: 3 clusters Score -1263233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1263243.375000 Penalty: 4596.387207
	Iteration 35Q: 3 clusters Score -1263243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1263248.125000 Penalty: 4596.387207
	Iteration 36Q: 3 clusters Score -1263248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1263252.625000 Penalty: 4596.387207
	Iteration 37Q: 3 clusters Score -1263253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1263258.375000 Penalty: 4596.387207
	Iteration 38Q: 3 clusters Score -1263258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1263260.125000 Penalty: 4596.387207
	Iteration 39Q: 3 clusters Score -1263260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1263266.500000 Penalty: 4596.387207
	Iteration 40F: 3 clusters Score -1263266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1263273.125000 Penalty: 4596.387207
	Iteration 41Q: 3 clusters Score -1263273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1263280.750000 Penalty: 4596.387207
	Iteration 42Q: 3 clusters Score -1263281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1263287.125000 Penalty: 4596.387207
	Iteration 43Q: 3 clusters Score -1263287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1263292.250000 Penalty: 4596.387207
	Iteration 44Q: 3 clusters Score -1263292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1263294.625000 Penalty: 4596.387207
	Iteration 45Q: 3 clusters Score -1263295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1263298.875000 Penalty: 4596.387207
	Iteration 46Q: 3 clusters Score -1263299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1263303.125000 Penalty: 4596.387207
	Iteration 47Q: 3 clusters Score -1263303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1263306.250000 Penalty: 4596.387207
	Iteration 48Q: 3 clusters Score -1263306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1263308.000000 Penalty: 4596.387207
	Iteration 49Q: 3 clusters Score -1263308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1263307.875000 Penalty: 4596.387207
	Iteration 50Q: 3 clusters Score -1263308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1263306.875000 Penalty: 4596.387207
	Iteration 51Q: 3 clusters Score -1263307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1263312.125000 Penalty: 4596.387207
	Iteration 52Q: 3 clusters Score -1263312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1263315.625000 Penalty: 4596.387207
	Iteration 53Q: 3 clusters Score -1263316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1263320.625000 Penalty: 4596.387207
	Iteration 54Q: 3 clusters Score -1263321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1263325.000000 Penalty: 4596.387207
	Iteration 55Q: 3 clusters Score -1263325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1263328.500000 Penalty: 4596.387207
	Iteration 56Q: 3 clusters Score -1263328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1263330.625000 Penalty: 4596.387207
	Iteration 57Q: 3 clusters Score -1263331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1263330.125000 Penalty: 4596.387207
	Iteration 58Q: 3 clusters Score -1263330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1263332.125000 Penalty: 4596.387207
	Iteration 59Q: 3 clusters Score -1263332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1263333.375000 Penalty: 4596.387207
	Iteration 60F: 3 clusters Score -1263333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1263333.000000 Penalty: 4596.387207
	Iteration 61Q: 3 clusters Score -1263333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1263338.500000 Penalty: 4596.387207
	Iteration 62Q: 3 clusters Score -1263338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1263341.250000 Penalty: 4596.387207
	Iteration 63Q: 3 clusters Score -1263341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1263343.625000 Penalty: 4596.387207
	Iteration 64Q: 3 clusters Score -1263344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1263343.875000 Penalty: 4596.387207
	Iteration 65Q: 3 clusters Score -1263344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1263345.875000 Penalty: 4596.387207
	Iteration 66Q: 3 clusters Score -1263346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1263344.875000 Penalty: 4596.387207
	Iteration 67Q: 3 clusters Score -1263345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1263348.750000 Penalty: 4596.387207
	Iteration 68Q: 3 clusters Score -1263349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1263348.250000 Penalty: 4596.387207
	Iteration 69Q: 3 clusters Score -1263348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1263347.875000 Penalty: 4596.387207
	Iteration 70Q: 3 clusters Score -1263348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1263348.500000 Penalty: 4596.387207
	Iteration 71Q: 3 clusters Score -1263348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1263349.000000 Penalty: 4596.387207
	Iteration 72Q: 3 clusters Score -1263349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1263350.000000 Penalty: 4596.387207
	Iteration 73Q: 3 clusters Score -1263350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1263349.875000 Penalty: 4596.387207
	Iteration 74Q: 3 clusters Score -1263350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1263349.875000 Penalty: 4596.387207
	Iteration 75F: 3 clusters Score -1263350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Entering Unmasked Estep 
Score: -1417957.375000 Penalty: 2333.804443
	Iteration 0F: 2 clusters Score -1417957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1408833.250000 Penalty: 4667.608887
	Iteration 0F: 3 clusters Score -1408833 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1411590.000000 Penalty: 4667.608887
	Iteration 1F: 3 clusters Score -1411590 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1412056.625000 Penalty: 4667.608887
	Iteration 2F: 3 clusters Score -1412057 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1412523.000000 Penalty: 4667.608887
	Iteration 3F: 3 clusters Score -1412523 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1412940.750000 Penalty: 4667.608887
	Iteration 4F: 3 clusters Score -1412941 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1413299.250000 Penalty: 4667.608887
	Iteration 5F: 3 clusters Score -1413299 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1413638.000000 Penalty: 4667.608887
	Iteration 6Q: 3 clusters Score -1413638 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1414021.000000 Penalty: 4667.608887
	Iteration 7Q: 3 clusters Score -1414021 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1414425.875000 Penalty: 4667.608887
	Iteration 8Q: 3 clusters Score -1414426 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1414777.750000 Penalty: 4667.608887
	Iteration 9Q: 3 clusters Score -1414778 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1415093.500000 Penalty: 4667.608887
	Iteration 10Q: 3 clusters Score -1415094 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1415375.125000 Penalty: 4667.608887
	Iteration 11Q: 3 clusters Score -1415375 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1415646.625000 Penalty: 4667.608887
	Iteration 12Q: 3 clusters Score -1415647 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1415890.875000 Penalty: 4667.608887
	Iteration 13Q: 3 clusters Score -1415891 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1416106.250000 Penalty: 4667.608887
	Iteration 14Q: 3 clusters Score -1416106 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1416281.750000 Penalty: 4667.608887
	Iteration 15Q: 3 clusters Score -1416282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1416414.250000 Penalty: 4667.608887
	Iteration 16Q: 3 clusters Score -1416414 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1416518.875000 Penalty: 4667.608887
	Iteration 17Q: 3 clusters Score -1416519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1416580.625000 Penalty: 4667.608887
	Iteration 18Q: 3 clusters Score -1416581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1416613.375000 Penalty: 4667.608887
	Iteration 19Q: 3 clusters Score -1416613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1416664.250000 Penalty: 4667.608887
	Iteration 20F: 3 clusters Score -1416664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1416680.750000 Penalty: 4667.608887
	Iteration 21Q: 3 clusters Score -1416681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1416698.875000 Penalty: 4667.608887
	Iteration 22Q: 3 clusters Score -1416699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1416711.375000 Penalty: 4667.608887
	Iteration 23Q: 3 clusters Score -1416711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1416717.500000 Penalty: 4667.608887
	Iteration 24Q: 3 clusters Score -1416718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1416723.500000 Penalty: 4667.608887
	Iteration 25Q: 3 clusters Score -1416724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1416735.500000 Penalty: 4667.608887
	Iteration 26Q: 3 clusters Score -1416736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1416749.625000 Penalty: 4667.608887
	Iteration 27Q: 3 clusters Score -1416750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1416767.875000 Penalty: 4667.608887
	Iteration 28Q: 3 clusters Score -1416768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1416775.250000 Penalty: 4667.608887
	Iteration 29Q: 3 clusters Score -1416775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1416781.125000 Penalty: 4667.608887
	Iteration 30Q: 3 clusters Score -1416781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1416784.625000 Penalty: 4667.608887
	Iteration 31Q: 3 clusters Score -1416785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1416793.250000 Penalty: 4667.608887
	Iteration 32Q: 3 clusters Score -1416793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1416804.250000 Penalty: 4667.608887
	Iteration 33Q: 3 clusters Score -1416804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1416804.625000 Penalty: 4667.608887
	Iteration 34Q: 3 clusters Score -1416805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1416808.625000 Penalty: 4667.608887
	Iteration 35Q: 3 clusters Score -1416809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1416811.125000 Penalty: 4667.608887
	Iteration 36Q: 3 clusters Score -1416811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1416817.000000 Penalty: 4667.608887
	Iteration 37Q: 3 clusters Score -1416817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1416820.625000 Penalty: 4667.608887
	Iteration 38Q: 3 clusters Score -1416821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1416819.250000 Penalty: 4667.608887
	Iteration 39Q: 3 clusters Score -1416819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1416819.250000 Penalty: 4667.608887
	Iteration 40F: 3 clusters Score -1416819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -94080.789062 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -94080.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92261.500000 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -92261.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92530.875000 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -92530.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92626.953125 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -92626.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92687.601562 Penalty: 3370.670166
	Iteration 3Q: 3 clusters Score -92687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92717.429688 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -92717.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92733.648438 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -92733.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92738.257812 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -92738.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92740.304688 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -92740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92740.304688 Penalty: 3370.670166
	Iteration 8F: 3 clusters Score -92740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 67008 members 
Mstep: Class 4 contains 45427 members 
Mstep: Class 5 contains 170388 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 182703 members 
Mstep: Class 9 contains 216928 members 
Mstep: Class 10 contains 44733 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 17 contains 19540 members 
Mstep: Class 18 contains 10582 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053216.000000 Penalty: 54895.289062
Iteration 79Q: 17 clusters Score -1.180532e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180230 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 67121 members 
Mstep: Class 4 contains 45412 members 
Mstep: Class 5 contains 170372 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 182686 members 
Mstep: Class 9 contains 216926 members 
Mstep: Class 10 contains 44701 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 17 contains 19544 members 
Mstep: Class 18 contains 10590 members 
Mstep: Class 19 contains 12223 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053064.000000 Penalty: 54895.289062
Iteration 80F: 17 clusters Score -1.180531e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180176 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 67230 members 
Mstep: Class 4 contains 45399 members 
Mstep: Class 5 contains 170357 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182670 members 
Mstep: Class 9 contains 216930 members 
Mstep: Class 10 contains 44674 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 17 contains 19538 members 
Mstep: Class 18 contains 10600 members 
Mstep: Class 19 contains 12235 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053208.000000 Penalty: 54895.289062
Iteration 81Q: 17 clusters Score -1.180532e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 67334 members 
Mstep: Class 4 contains 45386 members 
Mstep: Class 5 contains 170339 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182644 members 
Mstep: Class 9 contains 216966 members 
Mstep: Class 10 contains 44632 members 
Mstep: Class 12 contains 57971 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 17 contains 19540 members 
Mstep: Class 18 contains 10608 members 
Mstep: Class 19 contains 12243 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053440.000000 Penalty: 54895.289062
Iteration 82Q: 17 clusters Score -1.180534e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 67427 members 
Mstep: Class 4 contains 45371 members 
Mstep: Class 5 contains 170310 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182605 members 
Mstep: Class 9 contains 217012 members 
Mstep: Class 10 contains 44593 members 
Mstep: Class 12 contains 57974 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 17 contains 19542 members 
Mstep: Class 18 contains 10617 members 
Mstep: Class 19 contains 12251 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053288.000000 Penalty: 54895.289062
Iteration 83Q: 17 clusters Score -1.180533e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180040 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 67515 members 
Mstep: Class 4 contains 45361 members 
Mstep: Class 5 contains 170287 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182573 members 
Mstep: Class 9 contains 217051 members 
Mstep: Class 10 contains 44561 members 
Mstep: Class 12 contains 57970 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 17 contains 19542 members 
Mstep: Class 18 contains 10626 members 
Mstep: Class 19 contains 12256 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053400.000000 Penalty: 54895.289062
Iteration 84Q: 17 clusters Score -1.180534e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67598 members 
Mstep: Class 4 contains 45345 members 
Mstep: Class 5 contains 170272 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182542 members 
Mstep: Class 9 contains 217087 members 
Mstep: Class 10 contains 44526 members 
Mstep: Class 12 contains 57971 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 17 contains 19541 members 
Mstep: Class 18 contains 10631 members 
Mstep: Class 19 contains 12258 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053352.000000 Penalty: 54895.289062
Iteration 85Q: 17 clusters Score -1.180534e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179954 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67665 members 
Mstep: Class 4 contains 45332 members 
Mstep: Class 5 contains 170278 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182519 members 
Mstep: Class 9 contains 217141 members 
Mstep: Class 10 contains 44492 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 17 contains 19537 members 
Mstep: Class 18 contains 10636 members 
Mstep: Class 19 contains 12265 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053368.000000 Penalty: 54895.289062
Iteration 86Q: 17 clusters Score -1.180534e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179906 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67735 members 
Mstep: Class 4 contains 45327 members 
Mstep: Class 5 contains 170276 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182495 members 
Mstep: Class 9 contains 217174 members 
Mstep: Class 10 contains 44466 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 17 contains 19536 members 
Mstep: Class 18 contains 10642 members 
Mstep: Class 19 contains 12269 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053352.000000 Penalty: 54895.289062
Iteration 87Q: 17 clusters Score -1.180534e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67796 members 
Mstep: Class 4 contains 45324 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182466 members 
Mstep: Class 9 contains 217207 members 
Mstep: Class 10 contains 44444 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 4005 members 
Mstep: Class 17 contains 19536 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053168.000000 Penalty: 54895.289062
Iteration 88Q: 17 clusters Score -1.180532e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179834 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67842 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 170254 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182445 members 
Mstep: Class 9 contains 217242 members 
Mstep: Class 10 contains 44434 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 17 contains 19535 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 12280 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 89Q: 17 clusters Score -1.180532e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179797 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67887 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 170245 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182416 members 
Mstep: Class 9 contains 217294 members 
Mstep: Class 10 contains 44413 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 17 contains 19535 members 
Mstep: Class 18 contains 10652 members 
Mstep: Class 19 contains 12284 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053264.000000 Penalty: 54895.289062
Iteration 90Q: 17 clusters Score -1.180533e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179766 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67925 members 
Mstep: Class 4 contains 45311 members 
Mstep: Class 5 contains 170251 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182385 members 
Mstep: Class 9 contains 217339 members 
Mstep: Class 10 contains 44387 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 17 contains 19534 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 12289 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053240.000000 Penalty: 54895.289062
Iteration 91Q: 17 clusters Score -1.180532e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179729 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67955 members 
Mstep: Class 4 contains 45303 members 
Mstep: Class 5 contains 170259 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182365 members 
Mstep: Class 9 contains 217404 members 
Mstep: Class 10 contains 44357 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 17 contains 19533 members 
Mstep: Class 18 contains 10655 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053296.000000 Penalty: 54895.289062
Iteration 92Q: 17 clusters Score -1.180533e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 67983 members 
Mstep: Class 4 contains 45298 members 
Mstep: Class 5 contains 170274 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182346 members 
Mstep: Class 9 contains 217439 members 
Mstep: Class 10 contains 44337 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10655 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 93Q: 17 clusters Score -1.180533e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68015 members 
Mstep: Class 4 contains 45290 members 
Mstep: Class 5 contains 170283 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182331 members 
Mstep: Class 9 contains 217474 members 
Mstep: Class 10 contains 44317 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053272.000000 Penalty: 54895.289062
Iteration 94Q: 17 clusters Score -1.180533e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179637 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68044 members 
Mstep: Class 4 contains 45278 members 
Mstep: Class 5 contains 170276 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 182329 members 
Mstep: Class 9 contains 217508 members 
Mstep: Class 10 contains 44301 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3971 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10663 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053280.000000 Penalty: 54895.289062
Iteration 95Q: 17 clusters Score -1.180533e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179605 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68068 members 
Mstep: Class 4 contains 45269 members 
Mstep: Class 5 contains 170282 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182333 members 
Mstep: Class 9 contains 217530 members 
Mstep: Class 10 contains 44286 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053264.000000 Penalty: 54895.289062
Iteration 96Q: 17 clusters Score -1.180533e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68091 members 
Mstep: Class 4 contains 45263 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182334 members 
Mstep: Class 9 contains 217571 members 
Mstep: Class 10 contains 44276 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3962 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10670 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053224.000000 Penalty: 54895.289062
Iteration 97Q: 17 clusters Score -1.180532e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68110 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182328 members 
Mstep: Class 9 contains 217590 members 
Mstep: Class 10 contains 44268 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3960 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10673 members 
Mstep: Class 19 contains 12296 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053168.000000 Penalty: 54895.289062
Iteration 98Q: 17 clusters Score -1.180532e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179521 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68124 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182323 members 
Mstep: Class 9 contains 217618 members 
Mstep: Class 10 contains 44256 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053184.000000 Penalty: 54895.289062
Iteration 99Q: 17 clusters Score -1.180532e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179514 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68132 members 
Mstep: Class 4 contains 45252 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182316 members 
Mstep: Class 9 contains 217634 members 
Mstep: Class 10 contains 44252 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053128.000000 Penalty: 54895.289062
Iteration 100F: 17 clusters Score -1.180531e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68149 members 
Mstep: Class 4 contains 45247 members 
Mstep: Class 5 contains 170254 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182312 members 
Mstep: Class 9 contains 217640 members 
Mstep: Class 10 contains 44250 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053280.000000 Penalty: 54895.289062
Iteration 101Q: 17 clusters Score -1.180533e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68163 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 170246 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182307 members 
Mstep: Class 9 contains 217642 members 
Mstep: Class 10 contains 44251 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10677 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053312.000000 Penalty: 54895.289062
Iteration 102Q: 17 clusters Score -1.180533e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68176 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 170245 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182309 members 
Mstep: Class 9 contains 217632 members 
Mstep: Class 10 contains 44243 members 
Mstep: Class 12 contains 57970 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 103Q: 17 clusters Score -1.180533e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 170255 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182301 members 
Mstep: Class 9 contains 217633 members 
Mstep: Class 10 contains 44232 members 
Mstep: Class 12 contains 57970 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 104Q: 17 clusters Score -1.180533e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179492 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68208 members 
Mstep: Class 4 contains 45243 members 
Mstep: Class 5 contains 170258 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182293 members 
Mstep: Class 9 contains 217633 members 
Mstep: Class 10 contains 44226 members 
Mstep: Class 12 contains 57969 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053248.000000 Penalty: 54895.289062
Iteration 105Q: 17 clusters Score -1.180532e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179489 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68228 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 170268 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182284 members 
Mstep: Class 9 contains 217628 members 
Mstep: Class 10 contains 44218 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053248.000000 Penalty: 54895.289062
Iteration 106Q: 17 clusters Score -1.180532e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179495 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68254 members 
Mstep: Class 4 contains 45234 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182274 members 
Mstep: Class 9 contains 217632 members 
Mstep: Class 10 contains 44204 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053336.000000 Penalty: 54895.289062
Iteration 107Q: 17 clusters Score -1.180533e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68276 members 
Mstep: Class 4 contains 45229 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182266 members 
Mstep: Class 9 contains 217631 members 
Mstep: Class 10 contains 44193 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053376.000000 Penalty: 54895.289062
Iteration 108Q: 17 clusters Score -1.180534e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68290 members 
Mstep: Class 4 contains 45226 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182261 members 
Mstep: Class 9 contains 217617 members 
Mstep: Class 10 contains 44189 members 
Mstep: Class 12 contains 57962 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053360.000000 Penalty: 54895.289062
Iteration 109Q: 17 clusters Score -1.180534e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179503 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68308 members 
Mstep: Class 4 contains 45224 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182256 members 
Mstep: Class 9 contains 217613 members 
Mstep: Class 10 contains 44181 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053376.000000 Penalty: 54895.289062
Iteration 110Q: 17 clusters Score -1.180534e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68315 members 
Mstep: Class 4 contains 45224 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182247 members 
Mstep: Class 9 contains 217621 members 
Mstep: Class 10 contains 44169 members 
Mstep: Class 12 contains 57961 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053320.000000 Penalty: 54895.289062
Iteration 111Q: 17 clusters Score -1.180533e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68327 members 
Mstep: Class 4 contains 45222 members 
Mstep: Class 5 contains 170278 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182241 members 
Mstep: Class 9 contains 217620 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 12 contains 57962 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053320.000000 Penalty: 54895.289062
Iteration 112Q: 17 clusters Score -1.180533e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68338 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 170280 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182235 members 
Mstep: Class 9 contains 217621 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 12 contains 57962 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053288.000000 Penalty: 54895.289062
Iteration 113Q: 17 clusters Score -1.180533e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68351 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 170284 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182222 members 
Mstep: Class 9 contains 217623 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 12 contains 57962 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053296.000000 Penalty: 54895.289062
Iteration 114Q: 17 clusters Score -1.180533e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68368 members 
Mstep: Class 4 contains 45213 members 
Mstep: Class 5 contains 170290 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 182211 members 
Mstep: Class 9 contains 217612 members 
Mstep: Class 10 contains 44153 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053416.000000 Penalty: 54895.289062
Iteration 115Q: 17 clusters Score -1.180534e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179514 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68383 members 
Mstep: Class 4 contains 45207 members 
Mstep: Class 5 contains 170290 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 182195 members 
Mstep: Class 9 contains 217619 members 
Mstep: Class 10 contains 44148 members 
Mstep: Class 12 contains 57963 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053400.000000 Penalty: 54895.289062
Iteration 116Q: 17 clusters Score -1.180534e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179512 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68395 members 
Mstep: Class 4 contains 45206 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182190 members 
Mstep: Class 9 contains 217609 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053352.000000 Penalty: 54895.289062
Iteration 117Q: 17 clusters Score -1.180534e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68408 members 
Mstep: Class 4 contains 45202 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182183 members 
Mstep: Class 9 contains 217609 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 12 contains 57964 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 118Q: 17 clusters Score -1.180533e+08 nChanged 35
Entering ConstructFrom: 
Score: -118053328.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (179506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179506 members 
Entering Unmasked Estep 
Score: -21141912.000000 Penalty: 3000.295166
	Iteration 0F: 2 clusters Score -2.114191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -21026444.000000 Penalty: 6000.590332
	Iteration 0F: 3 clusters Score -2.102644e+07 nChanged 86269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -21076534.000000 Penalty: 6000.590332
	Iteration 1F: 3 clusters Score -2.107653e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -21077984.000000 Penalty: 6000.590332
	Iteration 2Q: 3 clusters Score -2.107798e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -21079916.000000 Penalty: 6000.590332
	Iteration 3Q: 3 clusters Score -2.107992e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -21082586.000000 Penalty: 6000.590332
	Iteration 4Q: 3 clusters Score -2.108259e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -21086328.000000 Penalty: 6000.590332
	Iteration 5Q: 3 clusters Score -2.108633e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -21091452.000000 Penalty: 6000.590332
	Iteration 6F: 3 clusters Score -2.109145e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -21098824.000000 Penalty: 6000.590332
	Iteration 7F: 3 clusters Score -2.109882e+07 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -21108388.000000 Penalty: 6000.590332
	Iteration 8F: 3 clusters Score -2.110839e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -21116802.000000 Penalty: 6000.590332
	Iteration 9F: 3 clusters Score -2.11168e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -21121254.000000 Penalty: 6000.590332
	Iteration 10F: 3 clusters Score -2.112125e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -21123108.000000 Penalty: 6000.590332
	Iteration 11Q: 3 clusters Score -2.112311e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -21124018.000000 Penalty: 6000.590332
	Iteration 12Q: 3 clusters Score -2.112402e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -21124652.000000 Penalty: 6000.590332
	Iteration 13Q: 3 clusters Score -2.112465e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -21125322.000000 Penalty: 6000.590332
	Iteration 14Q: 3 clusters Score -2.112532e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -21125894.000000 Penalty: 6000.590332
	Iteration 15Q: 3 clusters Score -2.112589e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -21126564.000000 Penalty: 6000.590332
	Iteration 16Q: 3 clusters Score -2.112656e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -21127192.000000 Penalty: 6000.590332
	Iteration 17Q: 3 clusters Score -2.112719e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -21127740.000000 Penalty: 6000.590332
	Iteration 18Q: 3 clusters Score -2.112774e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113110 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -21128424.000000 Penalty: 6000.590332
	Iteration 19Q: 3 clusters Score -2.112842e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -21128988.000000 Penalty: 6000.590332
	Iteration 20F: 3 clusters Score -2.112899e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -21129614.000000 Penalty: 6000.590332
	Iteration 21Q: 3 clusters Score -2.112961e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -21130062.000000 Penalty: 6000.590332
	Iteration 22Q: 3 clusters Score -2.113006e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -21130706.000000 Penalty: 6000.590332
	Iteration 23Q: 3 clusters Score -2.113071e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124126 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -21131314.000000 Penalty: 6000.590332
	Iteration 24Q: 3 clusters Score -2.113131e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -21131962.000000 Penalty: 6000.590332
	Iteration 25Q: 3 clusters Score -2.113196e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -21132590.000000 Penalty: 6000.590332
	Iteration 26Q: 3 clusters Score -2.113259e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -21133174.000000 Penalty: 6000.590332
	Iteration 27Q: 3 clusters Score -2.113317e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -21133776.000000 Penalty: 6000.590332
	Iteration 28Q: 3 clusters Score -2.113378e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -21134276.000000 Penalty: 6000.590332
	Iteration 29Q: 3 clusters Score -2.113428e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137851 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -21134876.000000 Penalty: 6000.590332
	Iteration 30Q: 3 clusters Score -2.113488e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140192 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -21135486.000000 Penalty: 6000.590332
	Iteration 31Q: 3 clusters Score -2.113549e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142522 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -21136220.000000 Penalty: 6000.590332
	Iteration 32Q: 3 clusters Score -2.113622e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -21136878.000000 Penalty: 6000.590332
	Iteration 33Q: 3 clusters Score -2.113688e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147143 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -21137396.000000 Penalty: 6000.590332
	Iteration 34Q: 3 clusters Score -2.11374e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -21137980.000000 Penalty: 6000.590332
	Iteration 35Q: 3 clusters Score -2.113798e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151455 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -21138392.000000 Penalty: 6000.590332
	Iteration 36Q: 3 clusters Score -2.113839e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -21138704.000000 Penalty: 6000.590332
	Iteration 37Q: 3 clusters Score -2.11387e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -21139226.000000 Penalty: 6000.590332
	Iteration 38Q: 3 clusters Score -2.113923e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -21139558.000000 Penalty: 6000.590332
	Iteration 39Q: 3 clusters Score -2.113956e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -21139864.000000 Penalty: 6000.590332
	Iteration 40F: 3 clusters Score -2.113986e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -21140136.000000 Penalty: 6000.590332
	Iteration 41Q: 3 clusters Score -2.114014e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -21140244.000000 Penalty: 6000.590332
	Iteration 42Q: 3 clusters Score -2.114024e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -21140396.000000 Penalty: 6000.590332
	Iteration 43Q: 3 clusters Score -2.11404e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -21140522.000000 Penalty: 6000.590332
	Iteration 44Q: 3 clusters Score -2.114052e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -21140554.000000 Penalty: 6000.590332
	Iteration 45Q: 3 clusters Score -2.114055e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -21140688.000000 Penalty: 6000.590332
	Iteration 46Q: 3 clusters Score -2.114069e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168239 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -21140822.000000 Penalty: 6000.590332
	Iteration 47Q: 3 clusters Score -2.114082e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 6000.590332
	Iteration 48Q: 3 clusters Score -2.114095e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -21140878.000000 Penalty: 6000.590332
	Iteration 49Q: 3 clusters Score -2.114088e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 6000.590332
	Iteration 50Q: 3 clusters Score -2.114095e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171269 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -21140976.000000 Penalty: 6000.590332
	Iteration 51Q: 3 clusters Score -2.114098e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171836 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -21140966.000000 Penalty: 6000.590332
	Iteration 52Q: 3 clusters Score -2.114097e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -21141036.000000 Penalty: 6000.590332
	Iteration 53Q: 3 clusters Score -2.114104e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -21140928.000000 Penalty: 6000.590332
	Iteration 54Q: 3 clusters Score -2.114093e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -21140996.000000 Penalty: 6000.590332
	Iteration 55Q: 3 clusters Score -2.1141e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173493 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.590332
	Iteration 56Q: 3 clusters Score -2.114105e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -21141060.000000 Penalty: 6000.590332
	Iteration 57Q: 3 clusters Score -2.114106e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -21141072.000000 Penalty: 6000.590332
	Iteration 58Q: 3 clusters Score -2.114107e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.590332
	Iteration 59Q: 3 clusters Score -2.114105e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -21141106.000000 Penalty: 6000.590332
	Iteration 60F: 3 clusters Score -2.114111e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -21141118.000000 Penalty: 6000.590332
	Iteration 61Q: 3 clusters Score -2.114112e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -21141158.000000 Penalty: 6000.590332
	Iteration 62Q: 3 clusters Score -2.114116e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -21141136.000000 Penalty: 6000.590332
	Iteration 63Q: 3 clusters Score -2.114114e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -21141162.000000 Penalty: 6000.590332
	Iteration 64Q: 3 clusters Score -2.114116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -21141142.000000 Penalty: 6000.590332
	Iteration 65Q: 3 clusters Score -2.114114e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175170 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -21141154.000000 Penalty: 6000.590332
	Iteration 66Q: 3 clusters Score -2.114115e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175251 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -21141104.000000 Penalty: 6000.590332
	Iteration 67Q: 3 clusters Score -2.11411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175318 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21141128.000000 Penalty: 6000.590332
	Iteration 68Q: 3 clusters Score -2.114113e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175385 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -21141102.000000 Penalty: 6000.590332
	Iteration 69Q: 3 clusters Score -2.11411e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21141092.000000 Penalty: 6000.590332
	Iteration 70Q: 3 clusters Score -2.114109e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -21141072.000000 Penalty: 6000.590332
	Iteration 71Q: 3 clusters Score -2.114107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -21141032.000000 Penalty: 6000.590332
	Iteration 72Q: 3 clusters Score -2.114103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -21141066.000000 Penalty: 6000.590332
	Iteration 73Q: 3 clusters Score -2.114107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -21141062.000000 Penalty: 6000.590332
	Iteration 74Q: 3 clusters Score -2.114106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -21141042.000000 Penalty: 6000.590332
	Iteration 75Q: 3 clusters Score -2.114104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21141022.000000 Penalty: 6000.590332
	Iteration 76Q: 3 clusters Score -2.114102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -21141022.000000 Penalty: 6000.590332
	Iteration 77Q: 3 clusters Score -2.114102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -21141014.000000 Penalty: 6000.590332
	Iteration 78Q: 3 clusters Score -2.114101e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175788 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -21141004.000000 Penalty: 6000.590332
	Iteration 79Q: 3 clusters Score -2.1141e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -21140988.000000 Penalty: 6000.590332
	Iteration 80F: 3 clusters Score -2.114099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -21140966.000000 Penalty: 6000.590332
	Iteration 81Q: 3 clusters Score -2.114097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 6000.590332
	Iteration 82Q: 3 clusters Score -2.114095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -21140942.000000 Penalty: 6000.590332
	Iteration 83Q: 3 clusters Score -2.114094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 6000.590332
	Iteration 84Q: 3 clusters Score -2.114095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175932 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -21140950.000000 Penalty: 6000.590332
	Iteration 85Q: 3 clusters Score -2.114095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21140932.000000 Penalty: 6000.590332
	Iteration 86Q: 3 clusters Score -2.114093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -21140952.000000 Penalty: 6000.590332
	Iteration 87Q: 3 clusters Score -2.114095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -21140938.000000 Penalty: 6000.590332
	Iteration 88Q: 3 clusters Score -2.114094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176021 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -21140930.000000 Penalty: 6000.590332
	Iteration 89Q: 3 clusters Score -2.114093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176041 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -21140950.000000 Penalty: 6000.590332
	Iteration 90Q: 3 clusters Score -2.114095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176066 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21140936.000000 Penalty: 6000.590332
	Iteration 91Q: 3 clusters Score -2.114094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21140932.000000 Penalty: 6000.590332
	Iteration 92Q: 3 clusters Score -2.114093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176101 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -21140930.000000 Penalty: 6000.590332
	Iteration 93Q: 3 clusters Score -2.114093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -21140952.000000 Penalty: 6000.590332
	Iteration 94Q: 3 clusters Score -2.114095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -21140972.000000 Penalty: 6000.590332
	Iteration 95Q: 3 clusters Score -2.114097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176143 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21140954.000000 Penalty: 6000.590332
	Iteration 96Q: 3 clusters Score -2.114095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21140958.000000 Penalty: 6000.590332
	Iteration 97Q: 3 clusters Score -2.114096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21140962.000000 Penalty: 6000.590332
	Iteration 98Q: 3 clusters Score -2.114096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21140954.000000 Penalty: 6000.590332
	Iteration 99Q: 3 clusters Score -2.114095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176200 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -21140980.000000 Penalty: 6000.590332
	Iteration 100F: 3 clusters Score -2.114098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -21140982.000000 Penalty: 6000.590332
	Iteration 101Q: 3 clusters Score -2.114098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176214 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21140984.000000 Penalty: 6000.590332
	Iteration 102Q: 3 clusters Score -2.114098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -21140988.000000 Penalty: 6000.590332
	Iteration 103Q: 3 clusters Score -2.114099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176218 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21140984.000000 Penalty: 6000.590332
	Iteration 104Q: 3 clusters Score -2.114098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21140990.000000 Penalty: 6000.590332
	Iteration 105Q: 3 clusters Score -2.114099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176225 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -21140988.000000 Penalty: 6000.590332
	Iteration 106Q: 3 clusters Score -2.114099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21140990.000000 Penalty: 6000.590332
	Iteration 107Q: 3 clusters Score -2.114099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -21140978.000000 Penalty: 6000.590332
	Iteration 108Q: 3 clusters Score -2.114098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176234 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -21140964.000000 Penalty: 6000.590332
	Iteration 109Q: 3 clusters Score -2.114096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -21140962.000000 Penalty: 6000.590332
	Iteration 110Q: 3 clusters Score -2.114096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -21140962.000000 Penalty: 6000.590332
	Iteration 111F: 3 clusters Score -2.114096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -337754.031250 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -337754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -334480.656250 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -334480.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -335170.093750 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -335170.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335326.875000 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -335326.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -335433.281250 Penalty: 3961.643555
	Iteration 3Q: 3 clusters Score -335433.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -335520.343750 Penalty: 3961.643555
	Iteration 4Q: 3 clusters Score -335520.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -335602.531250 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -335602.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -335652.312500 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -335652.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -335691.250000 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -335691.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -335739.093750 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -335739.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -335781.968750 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -335782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -335812.687500 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -335812.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -335841.343750 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -335841.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -335868.187500 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -335868.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -335895.593750 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -335895.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -335914.031250 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -335914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -335928.156250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -335928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -335940.343750 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -335940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -335951.625000 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -335951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -335960.375000 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -335960.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -335967.781250 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -335967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -335977.406250 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -335977.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -335986.656250 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -335986.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -335994.500000 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -335994.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -336004.062500 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -336004.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -336014.156250 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -336014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -336023.937500 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -336023.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -336032.750000 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -336032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -336041.343750 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -336041.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -336056.281250 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -336056.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -336068.437500 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -336068.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -336085.718750 Penalty: 3961.643555
	Iteration 30Q: 3 clusters Score -336085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -336104.093750 Penalty: 3961.643555
	Iteration 31Q: 3 clusters Score -336104.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -336120.000000 Penalty: 3961.643555
	Iteration 32Q: 3 clusters Score -336120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -336133.093750 Penalty: 3961.643555
	Iteration 33Q: 3 clusters Score -336133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -336146.062500 Penalty: 3961.643555
	Iteration 34Q: 3 clusters Score -336146.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -336156.687500 Penalty: 3961.643555
	Iteration 35Q: 3 clusters Score -336156.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -336165.906250 Penalty: 3961.643555
	Iteration 36Q: 3 clusters Score -336165.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -336177.843750 Penalty: 3961.643555
	Iteration 37Q: 3 clusters Score -336177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -336182.093750 Penalty: 3961.643555
	Iteration 38Q: 3 clusters Score -336182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -336185.250000 Penalty: 3961.643555
	Iteration 39Q: 3 clusters Score -336185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -336187.562500 Penalty: 3961.643555
	Iteration 40F: 3 clusters Score -336187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -336187.750000 Penalty: 3961.643555
	Iteration 41Q: 3 clusters Score -336187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -336189.531250 Penalty: 3961.643555
	Iteration 42Q: 3 clusters Score -336189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -336191.468750 Penalty: 3961.643555
	Iteration 43Q: 3 clusters Score -336191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -336191.468750 Penalty: 3961.643555
	Iteration 44F: 3 clusters Score -336191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Entering Unmasked Estep 
Score: -8145699.500000 Penalty: 2761.095459
	Iteration 0F: 2 clusters Score -8145700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8099736.500000 Penalty: 5522.190918
	Iteration 0F: 3 clusters Score -8099736 nChanged 31997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8117761.000000 Penalty: 5522.190918
	Iteration 1F: 3 clusters Score -8117761 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8118750.000000 Penalty: 5522.190918
	Iteration 2Q: 3 clusters Score -8118750 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -8120174.500000 Penalty: 5522.190918
	Iteration 3Q: 3 clusters Score -8120174 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8122688.500000 Penalty: 5522.190918
	Iteration 4F: 3 clusters Score -8122688 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -8126844.500000 Penalty: 5522.190918
	Iteration 5F: 3 clusters Score -8126844 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -8132438.000000 Penalty: 5522.190918
	Iteration 6F: 3 clusters Score -8132438 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -8137476.000000 Penalty: 5522.190918
	Iteration 7F: 3 clusters Score -8137476 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -8140858.500000 Penalty: 5522.190918
	Iteration 8Q: 3 clusters Score -8140858 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8142390.000000 Penalty: 5522.190918
	Iteration 9Q: 3 clusters Score -8142390 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -8142945.500000 Penalty: 5522.190918
	Iteration 10Q: 3 clusters Score -8142946 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -8143150.500000 Penalty: 5522.190918
	Iteration 11Q: 3 clusters Score -8143150 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -8143265.000000 Penalty: 5522.190918
	Iteration 12Q: 3 clusters Score -8143265 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -8143329.500000 Penalty: 5522.190918
	Iteration 13Q: 3 clusters Score -8143330 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -8143378.000000 Penalty: 5522.190918
	Iteration 14Q: 3 clusters Score -8143378 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -8143422.500000 Penalty: 5522.190918
	Iteration 15Q: 3 clusters Score -8143422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -8143463.000000 Penalty: 5522.190918
	Iteration 16Q: 3 clusters Score -8143463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -8143488.500000 Penalty: 5522.190918
	Iteration 17Q: 3 clusters Score -8143488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -8143498.000000 Penalty: 5522.190918
	Iteration 18Q: 3 clusters Score -8143498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -8143524.000000 Penalty: 5522.190918
	Iteration 19Q: 3 clusters Score -8143524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -8143545.500000 Penalty: 5522.190918
	Iteration 20F: 3 clusters Score -8143546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -8143563.000000 Penalty: 5522.190918
	Iteration 21Q: 3 clusters Score -8143563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -8143594.000000 Penalty: 5522.190918
	Iteration 22Q: 3 clusters Score -8143594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -8143608.000000 Penalty: 5522.190918
	Iteration 23Q: 3 clusters Score -8143608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -8143622.000000 Penalty: 5522.190918
	Iteration 24Q: 3 clusters Score -8143622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -8143633.500000 Penalty: 5522.190918
	Iteration 25Q: 3 clusters Score -8143634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -8143642.500000 Penalty: 5522.190918
	Iteration 26Q: 3 clusters Score -8143642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -8143644.000000 Penalty: 5522.190918
	Iteration 27Q: 3 clusters Score -8143644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -8143651.000000 Penalty: 5522.190918
	Iteration 28Q: 3 clusters Score -8143651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -8143647.500000 Penalty: 5522.190918
	Iteration 29Q: 3 clusters Score -8143648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -8143658.000000 Penalty: 5522.190918
	Iteration 30Q: 3 clusters Score -8143658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -8143661.000000 Penalty: 5522.190918
	Iteration 31Q: 3 clusters Score -8143661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -8143674.500000 Penalty: 5522.190918
	Iteration 32Q: 3 clusters Score -8143674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -8143675.500000 Penalty: 5522.190918
	Iteration 33Q: 3 clusters Score -8143676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -8143678.500000 Penalty: 5522.190918
	Iteration 34Q: 3 clusters Score -8143678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -8143692.500000 Penalty: 5522.190918
	Iteration 35Q: 3 clusters Score -8143692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -8143705.000000 Penalty: 5522.190918
	Iteration 36Q: 3 clusters Score -8143705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8143704.500000 Penalty: 5522.190918
	Iteration 37Q: 3 clusters Score -8143704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -8143713.500000 Penalty: 5522.190918
	Iteration 38Q: 3 clusters Score -8143714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -8143712.000000 Penalty: 5522.190918
	Iteration 39Q: 3 clusters Score -8143712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -8143727.000000 Penalty: 5522.190918
	Iteration 40F: 3 clusters Score -8143727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -8143741.500000 Penalty: 5522.190918
	Iteration 41Q: 3 clusters Score -8143742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -8143738.500000 Penalty: 5522.190918
	Iteration 42Q: 3 clusters Score -8143738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -8143735.500000 Penalty: 5522.190918
	Iteration 43Q: 3 clusters Score -8143736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -8143744.500000 Penalty: 5522.190918
	Iteration 44Q: 3 clusters Score -8143744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -8143748.000000 Penalty: 5522.190918
	Iteration 45Q: 3 clusters Score -8143748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8143751.000000 Penalty: 5522.190918
	Iteration 46Q: 3 clusters Score -8143751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -8143742.000000 Penalty: 5522.190918
	Iteration 47Q: 3 clusters Score -8143742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8143746.500000 Penalty: 5522.190918
	Iteration 48Q: 3 clusters Score -8143746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -8143749.000000 Penalty: 5522.190918
	Iteration 49Q: 3 clusters Score -8143749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -8143749.500000 Penalty: 5522.190918
	Iteration 50Q: 3 clusters Score -8143750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -8143759.000000 Penalty: 5522.190918
	Iteration 51Q: 3 clusters Score -8143759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -8143755.500000 Penalty: 5522.190918
	Iteration 52Q: 3 clusters Score -8143756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -8143752.000000 Penalty: 5522.190918
	Iteration 53Q: 3 clusters Score -8143752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -8143761.000000 Penalty: 5522.190918
	Iteration 54Q: 3 clusters Score -8143761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -8143761.500000 Penalty: 5522.190918
	Iteration 55Q: 3 clusters Score -8143762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -8143768.500000 Penalty: 5522.190918
	Iteration 56Q: 3 clusters Score -8143768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -8143773.000000 Penalty: 5522.190918
	Iteration 57Q: 3 clusters Score -8143773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -8143777.500000 Penalty: 5522.190918
	Iteration 58Q: 3 clusters Score -8143778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -8143782.500000 Penalty: 5522.190918
	Iteration 59Q: 3 clusters Score -8143782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -8143777.000000 Penalty: 5522.190918
	Iteration 60F: 3 clusters Score -8143777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -8143781.500000 Penalty: 5522.190918
	Iteration 61Q: 3 clusters Score -8143782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -8143784.500000 Penalty: 5522.190918
	Iteration 62Q: 3 clusters Score -8143784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -8143778.500000 Penalty: 5522.190918
	Iteration 63Q: 3 clusters Score -8143778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -8143776.500000 Penalty: 5522.190918
	Iteration 64Q: 3 clusters Score -8143776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8143774.000000 Penalty: 5522.190918
	Iteration 65Q: 3 clusters Score -8143774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -8143784.500000 Penalty: 5522.190918
	Iteration 66Q: 3 clusters Score -8143784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -8143798.000000 Penalty: 5522.190918
	Iteration 67Q: 3 clusters Score -8143798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -8143791.500000 Penalty: 5522.190918
	Iteration 68Q: 3 clusters Score -8143792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -8143796.000000 Penalty: 5522.190918
	Iteration 69Q: 3 clusters Score -8143796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -8143798.500000 Penalty: 5522.190918
	Iteration 70Q: 3 clusters Score -8143798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -8143798.500000 Penalty: 5522.190918
	Iteration 71Q: 3 clusters Score -8143798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8143804.500000 Penalty: 5522.190918
	Iteration 72Q: 3 clusters Score -8143804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -8143813.000000 Penalty: 5522.190918
	Iteration 73Q: 3 clusters Score -8143813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -8143809.500000 Penalty: 5522.190918
	Iteration 74Q: 3 clusters Score -8143810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -8143808.000000 Penalty: 5522.190918
	Iteration 75Q: 3 clusters Score -8143808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -8143818.000000 Penalty: 5522.190918
	Iteration 76Q: 3 clusters Score -8143818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -8143818.000000 Penalty: 5522.190918
	Iteration 77Q: 3 clusters Score -8143818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -8143823.000000 Penalty: 5522.190918
	Iteration 78Q: 3 clusters Score -8143823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -8143822.000000 Penalty: 5522.190918
	Iteration 79Q: 3 clusters Score -8143822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -8143830.500000 Penalty: 5522.190918
	Iteration 80F: 3 clusters Score -8143830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -8143829.500000 Penalty: 5522.190918
	Iteration 81Q: 3 clusters Score -8143830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -8143830.000000 Penalty: 5522.190918
	Iteration 82Q: 3 clusters Score -8143830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -8143830.000000 Penalty: 5522.190918
	Iteration 83Q: 3 clusters Score -8143830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -8143827.000000 Penalty: 5522.190918
	Iteration 84Q: 3 clusters Score -8143827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8143826.500000 Penalty: 5522.190918
	Iteration 85Q: 3 clusters Score -8143826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8143826.500000 Penalty: 5522.190918
	Iteration 86F: 3 clusters Score -8143826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Entering Unmasked Estep 
Score: -5172226.000000 Penalty: 2658.253662
	Iteration 0F: 2 clusters Score -5172226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5141568.000000 Penalty: 5316.507324
	Iteration 0F: 3 clusters Score -5141568 nChanged 20852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5153073.000000 Penalty: 5316.507324
	Iteration 1F: 3 clusters Score -5153073 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5153843.000000 Penalty: 5316.507324
	Iteration 2Q: 3 clusters Score -5153843 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5154917.000000 Penalty: 5316.507324
	Iteration 3F: 3 clusters Score -5154917 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5156530.000000 Penalty: 5316.507324
	Iteration 4F: 3 clusters Score -5156530 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -5158756.500000 Penalty: 5316.507324
	Iteration 5F: 3 clusters Score -5158756 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5161368.000000 Penalty: 5316.507324
	Iteration 6F: 3 clusters Score -5161368 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5163669.000000 Penalty: 5316.507324
	Iteration 7F: 3 clusters Score -5163669 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5165263.000000 Penalty: 5316.507324
	Iteration 8F: 3 clusters Score -5165263 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5166355.500000 Penalty: 5316.507324
	Iteration 9Q: 3 clusters Score -5166356 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5167285.500000 Penalty: 5316.507324
	Iteration 10Q: 3 clusters Score -5167286 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -5168202.000000 Penalty: 5316.507324
	Iteration 11Q: 3 clusters Score -5168202 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5168958.000000 Penalty: 5316.507324
	Iteration 12Q: 3 clusters Score -5168958 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5169466.500000 Penalty: 5316.507324
	Iteration 13Q: 3 clusters Score -5169466 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -5169737.500000 Penalty: 5316.507324
	Iteration 14Q: 3 clusters Score -5169738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5169863.000000 Penalty: 5316.507324
	Iteration 15Q: 3 clusters Score -5169863 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -5169938.500000 Penalty: 5316.507324
	Iteration 16Q: 3 clusters Score -5169938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5169986.500000 Penalty: 5316.507324
	Iteration 17Q: 3 clusters Score -5169986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5170003.000000 Penalty: 5316.507324
	Iteration 18Q: 3 clusters Score -5170003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5170017.500000 Penalty: 5316.507324
	Iteration 19Q: 3 clusters Score -5170018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -5170024.000000 Penalty: 5316.507324
	Iteration 20F: 3 clusters Score -5170024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -5170029.500000 Penalty: 5316.507324
	Iteration 21Q: 3 clusters Score -5170030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5170039.500000 Penalty: 5316.507324
	Iteration 22Q: 3 clusters Score -5170040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5170046.000000 Penalty: 5316.507324
	Iteration 23Q: 3 clusters Score -5170046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -5170052.500000 Penalty: 5316.507324
	Iteration 24Q: 3 clusters Score -5170052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5170050.500000 Penalty: 5316.507324
	Iteration 25Q: 3 clusters Score -5170050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -5170059.000000 Penalty: 5316.507324
	Iteration 26Q: 3 clusters Score -5170059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5170057.500000 Penalty: 5316.507324
	Iteration 27Q: 3 clusters Score -5170058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5170060.000000 Penalty: 5316.507324
	Iteration 28Q: 3 clusters Score -5170060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -5170070.500000 Penalty: 5316.507324
	Iteration 29Q: 3 clusters Score -5170070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5170068.500000 Penalty: 5316.507324
	Iteration 30Q: 3 clusters Score -5170068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5170074.500000 Penalty: 5316.507324
	Iteration 31Q: 3 clusters Score -5170074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -5170073.500000 Penalty: 5316.507324
	Iteration 32Q: 3 clusters Score -5170074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -5170076.000000 Penalty: 5316.507324
	Iteration 33Q: 3 clusters Score -5170076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5170075.500000 Penalty: 5316.507324
	Iteration 34Q: 3 clusters Score -5170076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -5170076.500000 Penalty: 5316.507324
	Iteration 35Q: 3 clusters Score -5170076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5170082.000000 Penalty: 5316.507324
	Iteration 36Q: 3 clusters Score -5170082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5170082.000000 Penalty: 5316.507324
	Iteration 37F: 3 clusters Score -5170082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Entering Unmasked Estep 
Score: -20126872.000000 Penalty: 2987.232910
	Iteration 0F: 2 clusters Score -2.012687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -20016260.000000 Penalty: 5974.465820
	Iteration 0F: 3 clusters Score -2.001626e+07 nChanged 81473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -20063462.000000 Penalty: 5974.465820
	Iteration 1F: 3 clusters Score -2.006346e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -20064500.000000 Penalty: 5974.465820
	Iteration 2Q: 3 clusters Score -2.00645e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -20065668.000000 Penalty: 5974.465820
	Iteration 3Q: 3 clusters Score -2.006567e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -20067448.000000 Penalty: 5974.465820
	Iteration 4Q: 3 clusters Score -2.006745e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -20069904.000000 Penalty: 5974.465820
	Iteration 5Q: 3 clusters Score -2.00699e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -20073612.000000 Penalty: 5974.465820
	Iteration 6Q: 3 clusters Score -2.007361e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -20078722.000000 Penalty: 5974.465820
	Iteration 7Q: 3 clusters Score -2.007872e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -20085474.000000 Penalty: 5974.465820
	Iteration 8F: 3 clusters Score -2.008547e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -20093072.000000 Penalty: 5974.465820
	Iteration 9F: 3 clusters Score -2.009307e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -20100530.000000 Penalty: 5974.465820
	Iteration 10F: 3 clusters Score -2.010053e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 135888 members 
Entering Unmasked Estep 
Score: -20106576.000000 Penalty: 5974.465820
	Iteration 11F: 3 clusters Score -2.010658e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 141419 members 
Entering Unmasked Estep 
Score: -20111234.000000 Penalty: 5974.465820
	Iteration 12Q: 3 clusters Score -2.011123e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -20114718.000000 Penalty: 5974.465820
	Iteration 13Q: 3 clusters Score -2.011472e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -20117286.000000 Penalty: 5974.465820
	Iteration 14Q: 3 clusters Score -2.011729e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -20119326.000000 Penalty: 5974.465820
	Iteration 15Q: 3 clusters Score -2.011933e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -20120836.000000 Penalty: 5974.465820
	Iteration 16Q: 3 clusters Score -2.012084e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -20121788.000000 Penalty: 5974.465820
	Iteration 17Q: 3 clusters Score -2.012179e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -20122524.000000 Penalty: 5974.465820
	Iteration 18Q: 3 clusters Score -2.012252e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20123010.000000 Penalty: 5974.465820
	Iteration 19Q: 3 clusters Score -2.012301e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -20123308.000000 Penalty: 5974.465820
	Iteration 20F: 3 clusters Score -2.012331e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -20123576.000000 Penalty: 5974.465820
	Iteration 21Q: 3 clusters Score -2.012358e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -20123842.000000 Penalty: 5974.465820
	Iteration 22Q: 3 clusters Score -2.012384e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -20123976.000000 Penalty: 5974.465820
	Iteration 23Q: 3 clusters Score -2.012398e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -20124110.000000 Penalty: 5974.465820
	Iteration 24Q: 3 clusters Score -2.012411e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -20124170.000000 Penalty: 5974.465820
	Iteration 25Q: 3 clusters Score -2.012417e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -20124344.000000 Penalty: 5974.465820
	Iteration 26Q: 3 clusters Score -2.012434e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -20124442.000000 Penalty: 5974.465820
	Iteration 27Q: 3 clusters Score -2.012444e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 167753 members 
Entering Unmasked Estep 
Score: -20124510.000000 Penalty: 5974.465820
	Iteration 28Q: 3 clusters Score -2.012451e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 167918 members 
Entering Unmasked Estep 
Score: -20124544.000000 Penalty: 5974.465820
	Iteration 29Q: 3 clusters Score -2.012454e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -20124586.000000 Penalty: 5974.465820
	Iteration 30Q: 3 clusters Score -2.012459e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -20124624.000000 Penalty: 5974.465820
	Iteration 31Q: 3 clusters Score -2.012462e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -20124628.000000 Penalty: 5974.465820
	Iteration 32Q: 3 clusters Score -2.012463e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -20124660.000000 Penalty: 5974.465820
	Iteration 33Q: 3 clusters Score -2.012466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -20124680.000000 Penalty: 5974.465820
	Iteration 34Q: 3 clusters Score -2.012468e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -20124670.000000 Penalty: 5974.465820
	Iteration 35Q: 3 clusters Score -2.012467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -20124680.000000 Penalty: 5974.465820
	Iteration 36Q: 3 clusters Score -2.012468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -20124698.000000 Penalty: 5974.465820
	Iteration 37Q: 3 clusters Score -2.01247e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -20124738.000000 Penalty: 5974.465820
	Iteration 38Q: 3 clusters Score -2.012474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 168571 members 
Entering Unmasked Estep 
Score: -20124724.000000 Penalty: 5974.465820
	Iteration 39Q: 3 clusters Score -2.012472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 168607 members 
Entering Unmasked Estep 
Score: -20124754.000000 Penalty: 5974.465820
	Iteration 40F: 3 clusters Score -2.012475e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -20124744.000000 Penalty: 5974.465820
	Iteration 41Q: 3 clusters Score -2.012474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -20124736.000000 Penalty: 5974.465820
	Iteration 42Q: 3 clusters Score -2.012474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 168692 members 
Entering Unmasked Estep 
Score: -20124714.000000 Penalty: 5974.465820
	Iteration 43Q: 3 clusters Score -2.012471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -20124734.000000 Penalty: 5974.465820
	Iteration 44Q: 3 clusters Score -2.012473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -20124724.000000 Penalty: 5974.465820
	Iteration 45Q: 3 clusters Score -2.012472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -20124716.000000 Penalty: 5974.465820
	Iteration 46Q: 3 clusters Score -2.012472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -20124720.000000 Penalty: 5974.465820
	Iteration 47Q: 3 clusters Score -2.012472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 168760 members 
Entering Unmasked Estep 
Score: -20124716.000000 Penalty: 5974.465820
	Iteration 48Q: 3 clusters Score -2.012472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -20124712.000000 Penalty: 5974.465820
	Iteration 49Q: 3 clusters Score -2.012471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 168778 members 
Entering Unmasked Estep 
Score: -20124712.000000 Penalty: 5974.465820
	Iteration 50Q: 3 clusters Score -2.012471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -20124712.000000 Penalty: 5974.465820
	Iteration 51Q: 3 clusters Score -2.012471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -20124722.000000 Penalty: 5974.465820
	Iteration 52Q: 3 clusters Score -2.012472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -20124702.000000 Penalty: 5974.465820
	Iteration 53Q: 3 clusters Score -2.01247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -20124712.000000 Penalty: 5974.465820
	Iteration 54Q: 3 clusters Score -2.012471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 168803 members 
Entering Unmasked Estep 
Score: -20124720.000000 Penalty: 5974.465820
	Iteration 55Q: 3 clusters Score -2.012472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -20124730.000000 Penalty: 5974.465820
	Iteration 56Q: 3 clusters Score -2.012473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -20124728.000000 Penalty: 5974.465820
	Iteration 57Q: 3 clusters Score -2.012473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -20124738.000000 Penalty: 5974.465820
	Iteration 58Q: 3 clusters Score -2.012474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 168829 members 
Entering Unmasked Estep 
Score: -20124746.000000 Penalty: 5974.465820
	Iteration 59Q: 3 clusters Score -2.012475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -20124752.000000 Penalty: 5974.465820
	Iteration 60F: 3 clusters Score -2.012475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -20124754.000000 Penalty: 5974.465820
	Iteration 61Q: 3 clusters Score -2.012475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -20124770.000000 Penalty: 5974.465820
	Iteration 62Q: 3 clusters Score -2.012477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 63Q: 3 clusters Score -2.012477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 64Q: 3 clusters Score -2.012477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5974.465820
	Iteration 65Q: 3 clusters Score -2.012477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5974.465820
	Iteration 66Q: 3 clusters Score -2.012477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5974.465820
	Iteration 67Q: 3 clusters Score -2.012477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -20124776.000000 Penalty: 5974.465820
	Iteration 68Q: 3 clusters Score -2.012478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -20124776.000000 Penalty: 5974.465820
	Iteration 69Q: 3 clusters Score -2.012478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 70Q: 3 clusters Score -2.012477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 168877 members 
Entering Unmasked Estep 
Score: -20124764.000000 Penalty: 5974.465820
	Iteration 71Q: 3 clusters Score -2.012476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 72Q: 3 clusters Score -2.012477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -20124762.000000 Penalty: 5974.465820
	Iteration 73Q: 3 clusters Score -2.012476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 168884 members 
Entering Unmasked Estep 
Score: -20124770.000000 Penalty: 5974.465820
	Iteration 74Q: 3 clusters Score -2.012477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 168888 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5974.465820
	Iteration 75Q: 3 clusters Score -2.012477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 168890 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5974.465820
	Iteration 76Q: 3 clusters Score -2.012477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 77Q: 3 clusters Score -2.012477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5974.465820
	Iteration 78Q: 3 clusters Score -2.012477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 168892 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5974.465820
	Iteration 79Q: 3 clusters Score -2.012477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5974.465820
	Iteration 80F: 3 clusters Score -2.012477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -20124780.000000 Penalty: 5974.465820
	Iteration 81Q: 3 clusters Score -2.012478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 168910 members 
Entering Unmasked Estep 
Score: -20124794.000000 Penalty: 5974.465820
	Iteration 82Q: 3 clusters Score -2.012479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -20124790.000000 Penalty: 5974.465820
	Iteration 83Q: 3 clusters Score -2.012479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 168914 members 
Entering Unmasked Estep 
Score: -20124782.000000 Penalty: 5974.465820
	Iteration 84Q: 3 clusters Score -2.012478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -20124776.000000 Penalty: 5974.465820
	Iteration 85Q: 3 clusters Score -2.012478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 168919 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5974.465820
	Iteration 86Q: 3 clusters Score -2.012477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 168919 members 
Entering Unmasked Estep 
Score: -20124776.000000 Penalty: 5974.465820
	Iteration 87Q: 3 clusters Score -2.012478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 168919 members 
Entering Unmasked Estep 
Score: -20124776.000000 Penalty: 5974.465820
	Iteration 88F: 3 clusters Score -2.012478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -266969.250000 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -266969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -264141.562500 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -264141.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264668.156250 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -264668.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264771.937500 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -264771.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264838.375000 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -264838.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -264886.750000 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -264886.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -264930.593750 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -264930.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264955.281250 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -264955.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264967.625000 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -264967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -264980.062500 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -264980.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -264989.375000 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -264989.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -264997.968750 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -264998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -265006.125000 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -265006.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -265011.468750 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -265011.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -265016.437500 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -265016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -265023.812500 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -265023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -265027.000000 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -265027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -265030.343750 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -265030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -265034.093750 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -265034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265037.375000 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -265037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265039.187500 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -265039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -265045.000000 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -265045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -265046.687500 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -265046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265047.593750 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -265047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265047.718750 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -265047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265048.875000 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -265048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265048.875000 Penalty: 3856.536865
	Iteration 25F: 3 clusters Score -265048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -118205.343750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -118205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -116268.273438 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -116268.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -116826.953125 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -116827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -117073.843750 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -117073.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -117202.984375 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -117203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -117349.750000 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -117349.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -117419.273438 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -117419.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117488.265625 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -117488.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -117587.390625 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -117587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -117689.671875 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -117689.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -117892.257812 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -117892.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -118211.695312 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -118211.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -118487.898438 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -118487.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118752.679688 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -118752.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -118956.531250 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -118956.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -119104.054688 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -119104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119204.257812 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -119204.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119271.312500 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -119271.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -119327.507812 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -119327.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -119378.968750 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -119379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119409.835938 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -119409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -119431.671875 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -119431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119452.601562 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -119452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -119471.351562 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -119471.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119485.226562 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -119485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119497.992188 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -119498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119512.125000 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -119512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119516.992188 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -119517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119523.062500 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -119523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119523.062500 Penalty: 3490.365723
	Iteration 28F: 3 clusters Score -119523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179506 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68422 members 
Mstep: Class 4 contains 45196 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 182183 members 
Mstep: Class 9 contains 217607 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
Score: -118052992.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118053328.000000 to -118052992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (182183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Entering Unmasked Estep 
Score: -21643856.000000 Penalty: 3003.966309
	Iteration 0F: 2 clusters Score -2.164386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -21531610.000000 Penalty: 6007.932617
	Iteration 0F: 3 clusters Score -2.153161e+07 nChanged 87344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -21582040.000000 Penalty: 6007.932617
	Iteration 1F: 3 clusters Score -2.158204e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -21582952.000000 Penalty: 6007.932617
	Iteration 2Q: 3 clusters Score -2.158295e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -21584516.000000 Penalty: 6007.932617
	Iteration 3Q: 3 clusters Score -2.158452e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -21586416.000000 Penalty: 6007.932617
	Iteration 4Q: 3 clusters Score -2.158642e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -21589850.000000 Penalty: 6007.932617
	Iteration 5Q: 3 clusters Score -2.158985e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -21596238.000000 Penalty: 6007.932617
	Iteration 6F: 3 clusters Score -2.159624e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -21605868.000000 Penalty: 6007.932617
	Iteration 7F: 3 clusters Score -2.160587e+07 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 144206 members 
Entering Unmasked Estep 
Score: -21618766.000000 Penalty: 6007.932617
	Iteration 8F: 3 clusters Score -2.161877e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 156261 members 
Entering Unmasked Estep 
Score: -21629504.000000 Penalty: 6007.932617
	Iteration 9F: 3 clusters Score -2.16295e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -21635662.000000 Penalty: 6007.932617
	Iteration 10Q: 3 clusters Score -2.163566e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -21638782.000000 Penalty: 6007.932617
	Iteration 11Q: 3 clusters Score -2.163878e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -21640272.000000 Penalty: 6007.932617
	Iteration 12Q: 3 clusters Score -2.164027e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -21640976.000000 Penalty: 6007.932617
	Iteration 13Q: 3 clusters Score -2.164098e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -21641266.000000 Penalty: 6007.932617
	Iteration 14Q: 3 clusters Score -2.164127e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -21641432.000000 Penalty: 6007.932617
	Iteration 15Q: 3 clusters Score -2.164143e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -21641558.000000 Penalty: 6007.932617
	Iteration 16Q: 3 clusters Score -2.164156e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 177695 members 
Entering Unmasked Estep 
Score: -21641698.000000 Penalty: 6007.932617
	Iteration 17Q: 3 clusters Score -2.16417e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -21641782.000000 Penalty: 6007.932617
	Iteration 18Q: 3 clusters Score -2.164178e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 178725 members 
Entering Unmasked Estep 
Score: -21641820.000000 Penalty: 6007.932617
	Iteration 19Q: 3 clusters Score -2.164182e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -21641850.000000 Penalty: 6007.932617
	Iteration 20F: 3 clusters Score -2.164185e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 179357 members 
Entering Unmasked Estep 
Score: -21641776.000000 Penalty: 6007.932617
	Iteration 21Q: 3 clusters Score -2.164178e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -21641826.000000 Penalty: 6007.932617
	Iteration 22Q: 3 clusters Score -2.164183e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -21641828.000000 Penalty: 6007.932617
	Iteration 23Q: 3 clusters Score -2.164183e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 179935 members 
Entering Unmasked Estep 
Score: -21641740.000000 Penalty: 6007.932617
	Iteration 24Q: 3 clusters Score -2.164174e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -21641728.000000 Penalty: 6007.932617
	Iteration 25Q: 3 clusters Score -2.164173e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -21641710.000000 Penalty: 6007.932617
	Iteration 26Q: 3 clusters Score -2.164171e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -21641692.000000 Penalty: 6007.932617
	Iteration 27Q: 3 clusters Score -2.164169e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -21641702.000000 Penalty: 6007.932617
	Iteration 28Q: 3 clusters Score -2.16417e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 180444 members 
Entering Unmasked Estep 
Score: -21641702.000000 Penalty: 6007.932617
	Iteration 29Q: 3 clusters Score -2.16417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -21641692.000000 Penalty: 6007.932617
	Iteration 30Q: 3 clusters Score -2.164169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -21641668.000000 Penalty: 6007.932617
	Iteration 31Q: 3 clusters Score -2.164167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 180564 members 
Entering Unmasked Estep 
Score: -21641648.000000 Penalty: 6007.932617
	Iteration 32Q: 3 clusters Score -2.164165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 180595 members 
Entering Unmasked Estep 
Score: -21641680.000000 Penalty: 6007.932617
	Iteration 33Q: 3 clusters Score -2.164168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 180614 members 
Entering Unmasked Estep 
Score: -21641674.000000 Penalty: 6007.932617
	Iteration 34Q: 3 clusters Score -2.164167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 180632 members 
Entering Unmasked Estep 
Score: -21641674.000000 Penalty: 6007.932617
	Iteration 35Q: 3 clusters Score -2.164167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 180659 members 
Entering Unmasked Estep 
Score: -21641688.000000 Penalty: 6007.932617
	Iteration 36Q: 3 clusters Score -2.164169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -21641682.000000 Penalty: 6007.932617
	Iteration 37Q: 3 clusters Score -2.164168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 180716 members 
Entering Unmasked Estep 
Score: -21641694.000000 Penalty: 6007.932617
	Iteration 38Q: 3 clusters Score -2.164169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 180744 members 
Entering Unmasked Estep 
Score: -21641710.000000 Penalty: 6007.932617
	Iteration 39Q: 3 clusters Score -2.164171e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 180774 members 
Entering Unmasked Estep 
Score: -21641728.000000 Penalty: 6007.932617
	Iteration 40F: 3 clusters Score -2.164173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 180816 members 
Entering Unmasked Estep 
Score: -21641718.000000 Penalty: 6007.932617
	Iteration 41Q: 3 clusters Score -2.164172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 180841 members 
Entering Unmasked Estep 
Score: -21641730.000000 Penalty: 6007.932617
	Iteration 42Q: 3 clusters Score -2.164173e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 180868 members 
Entering Unmasked Estep 
Score: -21641730.000000 Penalty: 6007.932617
	Iteration 43Q: 3 clusters Score -2.164173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 180888 members 
Entering Unmasked Estep 
Score: -21641706.000000 Penalty: 6007.932617
	Iteration 44Q: 3 clusters Score -2.164171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -21641708.000000 Penalty: 6007.932617
	Iteration 45Q: 3 clusters Score -2.164171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -21641706.000000 Penalty: 6007.932617
	Iteration 46Q: 3 clusters Score -2.164171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -21641702.000000 Penalty: 6007.932617
	Iteration 47Q: 3 clusters Score -2.16417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -21641702.000000 Penalty: 6007.932617
	Iteration 48Q: 3 clusters Score -2.16417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -21641706.000000 Penalty: 6007.932617
	Iteration 49Q: 3 clusters Score -2.164171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -21641724.000000 Penalty: 6007.932617
	Iteration 50Q: 3 clusters Score -2.164172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -21641718.000000 Penalty: 6007.932617
	Iteration 51Q: 3 clusters Score -2.164172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 180989 members 
Entering Unmasked Estep 
Score: -21641716.000000 Penalty: 6007.932617
	Iteration 52Q: 3 clusters Score -2.164172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -21641720.000000 Penalty: 6007.932617
	Iteration 53Q: 3 clusters Score -2.164172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -21641726.000000 Penalty: 6007.932617
	Iteration 54Q: 3 clusters Score -2.164173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -21641722.000000 Penalty: 6007.932617
	Iteration 55Q: 3 clusters Score -2.164172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 181013 members 
Entering Unmasked Estep 
Score: -21641714.000000 Penalty: 6007.932617
	Iteration 56Q: 3 clusters Score -2.164171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -21641686.000000 Penalty: 6007.932617
	Iteration 57Q: 3 clusters Score -2.164169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 181020 members 
Entering Unmasked Estep 
Score: -21641708.000000 Penalty: 6007.932617
	Iteration 58Q: 3 clusters Score -2.164171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -21641700.000000 Penalty: 6007.932617
	Iteration 59Q: 3 clusters Score -2.16417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -21641718.000000 Penalty: 6007.932617
	Iteration 60F: 3 clusters Score -2.164172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -21641712.000000 Penalty: 6007.932617
	Iteration 61Q: 3 clusters Score -2.164171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -21641694.000000 Penalty: 6007.932617
	Iteration 62Q: 3 clusters Score -2.164169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -21641716.000000 Penalty: 6007.932617
	Iteration 63Q: 3 clusters Score -2.164172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -21641720.000000 Penalty: 6007.932617
	Iteration 64Q: 3 clusters Score -2.164172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 181042 members 
Entering Unmasked Estep 
Score: -21641754.000000 Penalty: 6007.932617
	Iteration 65Q: 3 clusters Score -2.164175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -21641728.000000 Penalty: 6007.932617
	Iteration 66Q: 3 clusters Score -2.164173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 181040 members 
Entering Unmasked Estep 
Score: -21641732.000000 Penalty: 6007.932617
	Iteration 67Q: 3 clusters Score -2.164173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -21641730.000000 Penalty: 6007.932617
	Iteration 68Q: 3 clusters Score -2.164173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -21641730.000000 Penalty: 6007.932617
	Iteration 69F: 3 clusters Score -2.164173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217607 members 
Entering Unmasked Estep 
Score: -25586736.000000 Penalty: 3048.030762
	Iteration 0F: 2 clusters Score -2.558674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108815 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -25447070.000000 Penalty: 6096.061523
	Iteration 0F: 3 clusters Score -2.544707e+07 nChanged 104923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -25508190.000000 Penalty: 6096.061523
	Iteration 1F: 3 clusters Score -2.550819e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 107229 members 
Entering Unmasked Estep 
Score: -25508954.000000 Penalty: 6096.061523
	Iteration 2Q: 3 clusters Score -2.550895e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
Score: -25509860.000000 Penalty: 6096.061523
	Iteration 3Q: 3 clusters Score -2.550986e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -25510772.000000 Penalty: 6096.061523
	Iteration 4Q: 3 clusters Score -2.551077e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -25511926.000000 Penalty: 6096.061523
	Iteration 5Q: 3 clusters Score -2.551193e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -25513296.000000 Penalty: 6096.061523
	Iteration 6Q: 3 clusters Score -2.55133e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -25515358.000000 Penalty: 6096.061523
	Iteration 7Q: 3 clusters Score -2.551536e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -25518954.000000 Penalty: 6096.061523
	Iteration 8Q: 3 clusters Score -2.551895e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -25525090.000000 Penalty: 6096.061523
	Iteration 9Q: 3 clusters Score -2.552509e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -25535186.000000 Penalty: 6096.061523
	Iteration 10F: 3 clusters Score -2.553519e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136618 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -25547144.000000 Penalty: 6096.061523
	Iteration 11F: 3 clusters Score -2.554714e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140965 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -25556606.000000 Penalty: 6096.061523
	Iteration 12F: 3 clusters Score -2.555661e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6096.061523
	Iteration 13Q: 3 clusters Score -2.556104e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -25563248.000000 Penalty: 6096.061523
	Iteration 14Q: 3 clusters Score -2.556325e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -25565206.000000 Penalty: 6096.061523
	Iteration 15Q: 3 clusters Score -2.556521e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -25567374.000000 Penalty: 6096.061523
	Iteration 16Q: 3 clusters Score -2.556737e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -25569350.000000 Penalty: 6096.061523
	Iteration 17Q: 3 clusters Score -2.556935e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -25571270.000000 Penalty: 6096.061523
	Iteration 18Q: 3 clusters Score -2.557127e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162217 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -25573106.000000 Penalty: 6096.061523
	Iteration 19Q: 3 clusters Score -2.557311e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -25574768.000000 Penalty: 6096.061523
	Iteration 20F: 3 clusters Score -2.557477e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -25576334.000000 Penalty: 6096.061523
	Iteration 21Q: 3 clusters Score -2.557633e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -25577538.000000 Penalty: 6096.061523
	Iteration 22Q: 3 clusters Score -2.557754e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -25578252.000000 Penalty: 6096.061523
	Iteration 23Q: 3 clusters Score -2.557825e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -25579054.000000 Penalty: 6096.061523
	Iteration 24Q: 3 clusters Score -2.557905e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176653 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -25579768.000000 Penalty: 6096.061523
	Iteration 25Q: 3 clusters Score -2.557977e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -25580422.000000 Penalty: 6096.061523
	Iteration 26Q: 3 clusters Score -2.558042e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -25580850.000000 Penalty: 6096.061523
	Iteration 27Q: 3 clusters Score -2.558085e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182533 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -25581426.000000 Penalty: 6096.061523
	Iteration 28Q: 3 clusters Score -2.558143e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184296 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -25581750.000000 Penalty: 6096.061523
	Iteration 29Q: 3 clusters Score -2.558175e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -25582180.000000 Penalty: 6096.061523
	Iteration 30Q: 3 clusters Score -2.558218e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187643 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -25582446.000000 Penalty: 6096.061523
	Iteration 31Q: 3 clusters Score -2.558245e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189258 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -25582724.000000 Penalty: 6096.061523
	Iteration 32Q: 3 clusters Score -2.558272e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190801 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -25582942.000000 Penalty: 6096.061523
	Iteration 33Q: 3 clusters Score -2.558294e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192270 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -25583080.000000 Penalty: 6096.061523
	Iteration 34Q: 3 clusters Score -2.558308e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193563 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -25583242.000000 Penalty: 6096.061523
	Iteration 35Q: 3 clusters Score -2.558324e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194776 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -25583398.000000 Penalty: 6096.061523
	Iteration 36Q: 3 clusters Score -2.55834e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -25583602.000000 Penalty: 6096.061523
	Iteration 37Q: 3 clusters Score -2.55836e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196861 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -25583836.000000 Penalty: 6096.061523
	Iteration 38Q: 3 clusters Score -2.558384e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197767 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -25584082.000000 Penalty: 6096.061523
	Iteration 39Q: 3 clusters Score -2.558408e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198582 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -25584162.000000 Penalty: 6096.061523
	Iteration 40F: 3 clusters Score -2.558416e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199385 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -25584262.000000 Penalty: 6096.061523
	Iteration 41Q: 3 clusters Score -2.558426e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200128 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -25584328.000000 Penalty: 6096.061523
	Iteration 42Q: 3 clusters Score -2.558433e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200814 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -25584384.000000 Penalty: 6096.061523
	Iteration 43Q: 3 clusters Score -2.558438e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201440 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -25584332.000000 Penalty: 6096.061523
	Iteration 44Q: 3 clusters Score -2.558433e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202087 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -25584452.000000 Penalty: 6096.061523
	Iteration 45Q: 3 clusters Score -2.558445e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -25584586.000000 Penalty: 6096.061523
	Iteration 46Q: 3 clusters Score -2.558459e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203278 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -25584694.000000 Penalty: 6096.061523
	Iteration 47Q: 3 clusters Score -2.558469e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203807 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -25584662.000000 Penalty: 6096.061523
	Iteration 48Q: 3 clusters Score -2.558466e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204274 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -25584674.000000 Penalty: 6096.061523
	Iteration 49Q: 3 clusters Score -2.558467e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204733 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -25584718.000000 Penalty: 6096.061523
	Iteration 50Q: 3 clusters Score -2.558472e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205142 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -25584830.000000 Penalty: 6096.061523
	Iteration 51Q: 3 clusters Score -2.558483e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205524 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -25584828.000000 Penalty: 6096.061523
	Iteration 52Q: 3 clusters Score -2.558483e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205863 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -25584772.000000 Penalty: 6096.061523
	Iteration 53Q: 3 clusters Score -2.558477e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206198 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -25584852.000000 Penalty: 6096.061523
	Iteration 54Q: 3 clusters Score -2.558485e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206524 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -25584870.000000 Penalty: 6096.061523
	Iteration 55Q: 3 clusters Score -2.558487e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206842 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -25584860.000000 Penalty: 6096.061523
	Iteration 56Q: 3 clusters Score -2.558486e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207135 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -25584896.000000 Penalty: 6096.061523
	Iteration 57Q: 3 clusters Score -2.55849e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207406 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -25584836.000000 Penalty: 6096.061523
	Iteration 58Q: 3 clusters Score -2.558484e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207678 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -25584838.000000 Penalty: 6096.061523
	Iteration 59Q: 3 clusters Score -2.558484e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207924 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -25584772.000000 Penalty: 6096.061523
	Iteration 60F: 3 clusters Score -2.558477e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208167 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -25584770.000000 Penalty: 6096.061523
	Iteration 61Q: 3 clusters Score -2.558477e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208404 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -25584768.000000 Penalty: 6096.061523
	Iteration 62Q: 3 clusters Score -2.558477e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208640 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -25584750.000000 Penalty: 6096.061523
	Iteration 63Q: 3 clusters Score -2.558475e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208873 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -25584734.000000 Penalty: 6096.061523
	Iteration 64Q: 3 clusters Score -2.558473e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209081 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -25584718.000000 Penalty: 6096.061523
	Iteration 65Q: 3 clusters Score -2.558472e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -25584710.000000 Penalty: 6096.061523
	Iteration 66Q: 3 clusters Score -2.558471e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209457 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -25584702.000000 Penalty: 6096.061523
	Iteration 67Q: 3 clusters Score -2.55847e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209602 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -25584726.000000 Penalty: 6096.061523
	Iteration 68Q: 3 clusters Score -2.558473e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209766 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -25584796.000000 Penalty: 6096.061523
	Iteration 69Q: 3 clusters Score -2.55848e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209915 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -25584854.000000 Penalty: 6096.061523
	Iteration 70Q: 3 clusters Score -2.558485e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210053 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -25584820.000000 Penalty: 6096.061523
	Iteration 71Q: 3 clusters Score -2.558482e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210187 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -25584762.000000 Penalty: 6096.061523
	Iteration 72Q: 3 clusters Score -2.558476e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210313 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -25584794.000000 Penalty: 6096.061523
	Iteration 73Q: 3 clusters Score -2.558479e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210439 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -25584806.000000 Penalty: 6096.061523
	Iteration 74Q: 3 clusters Score -2.558481e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210563 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -25584776.000000 Penalty: 6096.061523
	Iteration 75Q: 3 clusters Score -2.558478e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210684 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -25584780.000000 Penalty: 6096.061523
	Iteration 76Q: 3 clusters Score -2.558478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210790 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -25584776.000000 Penalty: 6096.061523
	Iteration 77Q: 3 clusters Score -2.558478e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210893 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -25584782.000000 Penalty: 6096.061523
	Iteration 78Q: 3 clusters Score -2.558478e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211004 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -25584842.000000 Penalty: 6096.061523
	Iteration 79Q: 3 clusters Score -2.558484e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211126 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -25584828.000000 Penalty: 6096.061523
	Iteration 80F: 3 clusters Score -2.558483e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211238 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -25584774.000000 Penalty: 6096.061523
	Iteration 81Q: 3 clusters Score -2.558477e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211344 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -25584788.000000 Penalty: 6096.061523
	Iteration 82Q: 3 clusters Score -2.558479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211453 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -25584820.000000 Penalty: 6096.061523
	Iteration 83Q: 3 clusters Score -2.558482e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211562 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -25584826.000000 Penalty: 6096.061523
	Iteration 84Q: 3 clusters Score -2.558483e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211668 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -25584834.000000 Penalty: 6096.061523
	Iteration 85Q: 3 clusters Score -2.558483e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211781 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -25584790.000000 Penalty: 6096.061523
	Iteration 86Q: 3 clusters Score -2.558479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211892 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -25584772.000000 Penalty: 6096.061523
	Iteration 87Q: 3 clusters Score -2.558477e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211984 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -25584744.000000 Penalty: 6096.061523
	Iteration 88Q: 3 clusters Score -2.558474e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212058 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -25584716.000000 Penalty: 6096.061523
	Iteration 89Q: 3 clusters Score -2.558472e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212135 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -25584718.000000 Penalty: 6096.061523
	Iteration 90Q: 3 clusters Score -2.558472e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212225 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -25584718.000000 Penalty: 6096.061523
	Iteration 91Q: 3 clusters Score -2.558472e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212308 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -25584742.000000 Penalty: 6096.061523
	Iteration 92Q: 3 clusters Score -2.558474e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212395 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -25584744.000000 Penalty: 6096.061523
	Iteration 93Q: 3 clusters Score -2.558474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212485 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -25584734.000000 Penalty: 6096.061523
	Iteration 94Q: 3 clusters Score -2.558473e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212569 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -25584736.000000 Penalty: 6096.061523
	Iteration 95Q: 3 clusters Score -2.558474e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212660 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -25584746.000000 Penalty: 6096.061523
	Iteration 96Q: 3 clusters Score -2.558475e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212753 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -25584708.000000 Penalty: 6096.061523
	Iteration 97Q: 3 clusters Score -2.558471e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212828 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -25584712.000000 Penalty: 6096.061523
	Iteration 98Q: 3 clusters Score -2.558471e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212914 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -25584656.000000 Penalty: 6096.061523
	Iteration 99Q: 3 clusters Score -2.558466e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212999 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -25584670.000000 Penalty: 6096.061523
	Iteration 100F: 3 clusters Score -2.558467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213075 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -25584616.000000 Penalty: 6096.061523
	Iteration 101Q: 3 clusters Score -2.558462e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213149 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -25584664.000000 Penalty: 6096.061523
	Iteration 102Q: 3 clusters Score -2.558466e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213217 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -25584652.000000 Penalty: 6096.061523
	Iteration 103Q: 3 clusters Score -2.558465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -25584648.000000 Penalty: 6096.061523
	Iteration 104Q: 3 clusters Score -2.558465e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213342 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -25584610.000000 Penalty: 6096.061523
	Iteration 105Q: 3 clusters Score -2.558461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213400 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -25584626.000000 Penalty: 6096.061523
	Iteration 106Q: 3 clusters Score -2.558463e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213458 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -25584604.000000 Penalty: 6096.061523
	Iteration 107Q: 3 clusters Score -2.55846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213510 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -25584640.000000 Penalty: 6096.061523
	Iteration 108Q: 3 clusters Score -2.558464e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213547 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -25584654.000000 Penalty: 6096.061523
	Iteration 109Q: 3 clusters Score -2.558465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213591 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -25584670.000000 Penalty: 6096.061523
	Iteration 110Q: 3 clusters Score -2.558467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213623 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -25584678.000000 Penalty: 6096.061523
	Iteration 111Q: 3 clusters Score -2.558468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213639 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -25584654.000000 Penalty: 6096.061523
	Iteration 112Q: 3 clusters Score -2.558465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213661 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -25584676.000000 Penalty: 6096.061523
	Iteration 113Q: 3 clusters Score -2.558468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213674 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -25584672.000000 Penalty: 6096.061523
	Iteration 114Q: 3 clusters Score -2.558467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213682 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -25584704.000000 Penalty: 6096.061523
	Iteration 115Q: 3 clusters Score -2.55847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213697 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -25584714.000000 Penalty: 6096.061523
	Iteration 116Q: 3 clusters Score -2.558471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -25584736.000000 Penalty: 6096.061523
	Iteration 117Q: 3 clusters Score -2.558474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213739 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -25584758.000000 Penalty: 6096.061523
	Iteration 118Q: 3 clusters Score -2.558476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213759 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -25584712.000000 Penalty: 6096.061523
	Iteration 119Q: 3 clusters Score -2.558471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213780 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -25584714.000000 Penalty: 6096.061523
	Iteration 120F: 3 clusters Score -2.558471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213798 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -25584730.000000 Penalty: 6096.061523
	Iteration 121Q: 3 clusters Score -2.558473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213806 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -25584722.000000 Penalty: 6096.061523
	Iteration 122Q: 3 clusters Score -2.558472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213813 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -25584718.000000 Penalty: 6096.061523
	Iteration 123Q: 3 clusters Score -2.558472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213822 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -25584710.000000 Penalty: 6096.061523
	Iteration 124Q: 3 clusters Score -2.558471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213828 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -25584702.000000 Penalty: 6096.061523
	Iteration 125Q: 3 clusters Score -2.55847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213838 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -25584714.000000 Penalty: 6096.061523
	Iteration 126Q: 3 clusters Score -2.558471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213847 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -25584712.000000 Penalty: 6096.061523
	Iteration 127Q: 3 clusters Score -2.558471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213857 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -25584722.000000 Penalty: 6096.061523
	Iteration 128Q: 3 clusters Score -2.558472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213865 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -25584716.000000 Penalty: 6096.061523
	Iteration 129Q: 3 clusters Score -2.558472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213872 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -25584724.000000 Penalty: 6096.061523
	Iteration 130Q: 3 clusters Score -2.558472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213878 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -25584704.000000 Penalty: 6096.061523
	Iteration 131Q: 3 clusters Score -2.55847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213886 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -25584690.000000 Penalty: 6096.061523
	Iteration 132Q: 3 clusters Score -2.558469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213894 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -25584696.000000 Penalty: 6096.061523
	Iteration 133Q: 3 clusters Score -2.55847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213902 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -25584698.000000 Penalty: 6096.061523
	Iteration 134Q: 3 clusters Score -2.55847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213909 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -25584702.000000 Penalty: 6096.061523
	Iteration 135Q: 3 clusters Score -2.55847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213917 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -25584708.000000 Penalty: 6096.061523
	Iteration 136Q: 3 clusters Score -2.558471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213924 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -25584702.000000 Penalty: 6096.061523
	Iteration 137Q: 3 clusters Score -2.55847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213935 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -25584712.000000 Penalty: 6096.061523
	Iteration 138Q: 3 clusters Score -2.558471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213943 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -25584736.000000 Penalty: 6096.061523
	Iteration 139Q: 3 clusters Score -2.558474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -25584712.000000 Penalty: 6096.061523
	Iteration 140F: 3 clusters Score -2.558471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213962 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -25584706.000000 Penalty: 6096.061523
	Iteration 141Q: 3 clusters Score -2.558471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213969 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -25584724.000000 Penalty: 6096.061523
	Iteration 142Q: 3 clusters Score -2.558472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213975 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -25584730.000000 Penalty: 6096.061523
	Iteration 143Q: 3 clusters Score -2.558473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213979 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -25584736.000000 Penalty: 6096.061523
	Iteration 144Q: 3 clusters Score -2.558474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213982 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25584748.000000 Penalty: 6096.061523
	Iteration 145Q: 3 clusters Score -2.558475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213987 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -25584756.000000 Penalty: 6096.061523
	Iteration 146Q: 3 clusters Score -2.558476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213994 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25584758.000000 Penalty: 6096.061523
	Iteration 147Q: 3 clusters Score -2.558476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213999 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -25584758.000000 Penalty: 6096.061523
	Iteration 148Q: 3 clusters Score -2.558476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214002 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -25584754.000000 Penalty: 6096.061523
	Iteration 149Q: 3 clusters Score -2.558475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214009 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -25584788.000000 Penalty: 6096.061523
	Iteration 150Q: 3 clusters Score -2.558479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214015 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -25584770.000000 Penalty: 6096.061523
	Iteration 151Q: 3 clusters Score -2.558477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214024 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -25584772.000000 Penalty: 6096.061523
	Iteration 152Q: 3 clusters Score -2.558477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214031 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -25584790.000000 Penalty: 6096.061523
	Iteration 153Q: 3 clusters Score -2.558479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214034 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -25584798.000000 Penalty: 6096.061523
	Iteration 154Q: 3 clusters Score -2.55848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214039 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -25584786.000000 Penalty: 6096.061523
	Iteration 155Q: 3 clusters Score -2.558479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214050 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -25584802.000000 Penalty: 6096.061523
	Iteration 156Q: 3 clusters Score -2.55848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214060 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -25584812.000000 Penalty: 6096.061523
	Iteration 157Q: 3 clusters Score -2.558481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214078 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -25584794.000000 Penalty: 6096.061523
	Iteration 158Q: 3 clusters Score -2.558479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214096 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -25584776.000000 Penalty: 6096.061523
	Iteration 159Q: 3 clusters Score -2.558478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -25584782.000000 Penalty: 6096.061523
	Iteration 160F: 3 clusters Score -2.558478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214116 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -25584768.000000 Penalty: 6096.061523
	Iteration 161Q: 3 clusters Score -2.558477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -25584752.000000 Penalty: 6096.061523
	Iteration 162Q: 3 clusters Score -2.558475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -25584742.000000 Penalty: 6096.061523
	Iteration 163Q: 3 clusters Score -2.558474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214157 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -25584762.000000 Penalty: 6096.061523
	Iteration 164Q: 3 clusters Score -2.558476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214172 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -25584768.000000 Penalty: 6096.061523
	Iteration 165Q: 3 clusters Score -2.558477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214189 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -25584756.000000 Penalty: 6096.061523
	Iteration 166Q: 3 clusters Score -2.558476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214209 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -25584768.000000 Penalty: 6096.061523
	Iteration 167Q: 3 clusters Score -2.558477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214224 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25584774.000000 Penalty: 6096.061523
	Iteration 168Q: 3 clusters Score -2.558477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214240 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25584788.000000 Penalty: 6096.061523
	Iteration 169Q: 3 clusters Score -2.558479e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214260 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -25584776.000000 Penalty: 6096.061523
	Iteration 170Q: 3 clusters Score -2.558478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214277 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -25584778.000000 Penalty: 6096.061523
	Iteration 171Q: 3 clusters Score -2.558478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214297 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -25584774.000000 Penalty: 6096.061523
	Iteration 172Q: 3 clusters Score -2.558477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214308 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -25584774.000000 Penalty: 6096.061523
	Iteration 173Q: 3 clusters Score -2.558477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214319 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -25584772.000000 Penalty: 6096.061523
	Iteration 174Q: 3 clusters Score -2.558477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214328 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -25584768.000000 Penalty: 6096.061523
	Iteration 175Q: 3 clusters Score -2.558477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214337 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -25584794.000000 Penalty: 6096.061523
	Iteration 176Q: 3 clusters Score -2.558479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214347 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -25584800.000000 Penalty: 6096.061523
	Iteration 177Q: 3 clusters Score -2.55848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214356 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -25584764.000000 Penalty: 6096.061523
	Iteration 178Q: 3 clusters Score -2.558476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214365 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -25584760.000000 Penalty: 6096.061523
	Iteration 179Q: 3 clusters Score -2.558476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -25584736.000000 Penalty: 6096.061523
	Iteration 180F: 3 clusters Score -2.558474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -25584752.000000 Penalty: 6096.061523
	Iteration 181Q: 3 clusters Score -2.558475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214374 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -25584752.000000 Penalty: 6096.061523
	Iteration 182Q: 3 clusters Score -2.558475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214376 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -25584756.000000 Penalty: 6096.061523
	Iteration 183Q: 3 clusters Score -2.558476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214378 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -25584752.000000 Penalty: 6096.061523
	Iteration 184Q: 3 clusters Score -2.558475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214380 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -25584752.000000 Penalty: 6096.061523
	Iteration 185Q: 3 clusters Score -2.558475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214382 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -25584754.000000 Penalty: 6096.061523
	Iteration 186Q: 3 clusters Score -2.558475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214382 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -25584754.000000 Penalty: 6096.061523
	Iteration 187F: 3 clusters Score -2.558475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Entering Unmasked Estep 
Score: -5256498.500000 Penalty: 2652.418457
	Iteration 0F: 2 clusters Score -5256498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5226770.500000 Penalty: 5304.836914
	Iteration 0F: 3 clusters Score -5226770 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5237879.500000 Penalty: 5304.836914
	Iteration 1F: 3 clusters Score -5237880 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -5238539.000000 Penalty: 5304.836914
	Iteration 2Q: 3 clusters Score -5238539 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -5239277.000000 Penalty: 5304.836914
	Iteration 3Q: 3 clusters Score -5239277 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5240514.500000 Penalty: 5304.836914
	Iteration 4F: 3 clusters Score -5240514 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5242409.000000 Penalty: 5304.836914
	Iteration 5F: 3 clusters Score -5242409 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5245140.500000 Penalty: 5304.836914
	Iteration 6F: 3 clusters Score -5245140 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5248353.000000 Penalty: 5304.836914
	Iteration 7F: 3 clusters Score -5248353 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -5251126.500000 Penalty: 5304.836914
	Iteration 8F: 3 clusters Score -5251126 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5252938.000000 Penalty: 5304.836914
	Iteration 9Q: 3 clusters Score -5252938 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5253864.500000 Penalty: 5304.836914
	Iteration 10Q: 3 clusters Score -5253864 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5254330.000000 Penalty: 5304.836914
	Iteration 11Q: 3 clusters Score -5254330 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5254533.000000 Penalty: 5304.836914
	Iteration 12Q: 3 clusters Score -5254533 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5254642.000000 Penalty: 5304.836914
	Iteration 13Q: 3 clusters Score -5254642 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5254707.500000 Penalty: 5304.836914
	Iteration 14Q: 3 clusters Score -5254708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5254796.500000 Penalty: 5304.836914
	Iteration 15Q: 3 clusters Score -5254796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5254849.000000 Penalty: 5304.836914
	Iteration 16Q: 3 clusters Score -5254849 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5254892.000000 Penalty: 5304.836914
	Iteration 17Q: 3 clusters Score -5254892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5254951.500000 Penalty: 5304.836914
	Iteration 18Q: 3 clusters Score -5254952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5254968.500000 Penalty: 5304.836914
	Iteration 19Q: 3 clusters Score -5254968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5254987.500000 Penalty: 5304.836914
	Iteration 20F: 3 clusters Score -5254988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5255004.000000 Penalty: 5304.836914
	Iteration 21Q: 3 clusters Score -5255004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5255024.000000 Penalty: 5304.836914
	Iteration 22Q: 3 clusters Score -5255024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5255038.500000 Penalty: 5304.836914
	Iteration 23Q: 3 clusters Score -5255038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5255042.500000 Penalty: 5304.836914
	Iteration 24Q: 3 clusters Score -5255042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5255049.500000 Penalty: 5304.836914
	Iteration 25Q: 3 clusters Score -5255050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5255047.500000 Penalty: 5304.836914
	Iteration 26Q: 3 clusters Score -5255048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5255053.000000 Penalty: 5304.836914
	Iteration 27Q: 3 clusters Score -5255053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5255071.000000 Penalty: 5304.836914
	Iteration 28Q: 3 clusters Score -5255071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5255066.000000 Penalty: 5304.836914
	Iteration 29Q: 3 clusters Score -5255066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5255073.500000 Penalty: 5304.836914
	Iteration 30Q: 3 clusters Score -5255074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5255083.000000 Penalty: 5304.836914
	Iteration 31Q: 3 clusters Score -5255083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5255090.500000 Penalty: 5304.836914
	Iteration 32Q: 3 clusters Score -5255090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5255099.500000 Penalty: 5304.836914
	Iteration 33Q: 3 clusters Score -5255100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5255109.500000 Penalty: 5304.836914
	Iteration 34Q: 3 clusters Score -5255110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5255103.500000 Penalty: 5304.836914
	Iteration 35Q: 3 clusters Score -5255104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5255117.000000 Penalty: 5304.836914
	Iteration 36Q: 3 clusters Score -5255117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5255128.500000 Penalty: 5304.836914
	Iteration 37Q: 3 clusters Score -5255128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5255134.500000 Penalty: 5304.836914
	Iteration 38Q: 3 clusters Score -5255134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5255140.500000 Penalty: 5304.836914
	Iteration 39Q: 3 clusters Score -5255140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5255140.500000 Penalty: 5304.836914
	Iteration 40F: 3 clusters Score -5255140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5255152.000000 Penalty: 5304.836914
	Iteration 41Q: 3 clusters Score -5255152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5255158.500000 Penalty: 5304.836914
	Iteration 42Q: 3 clusters Score -5255158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5255156.000000 Penalty: 5304.836914
	Iteration 43Q: 3 clusters Score -5255156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5255154.500000 Penalty: 5304.836914
	Iteration 44Q: 3 clusters Score -5255154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5255165.000000 Penalty: 5304.836914
	Iteration 45Q: 3 clusters Score -5255165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5255163.000000 Penalty: 5304.836914
	Iteration 46Q: 3 clusters Score -5255163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5255161.500000 Penalty: 5304.836914
	Iteration 47Q: 3 clusters Score -5255162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5255156.500000 Penalty: 5304.836914
	Iteration 48Q: 3 clusters Score -5255156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5255161.500000 Penalty: 5304.836914
	Iteration 49Q: 3 clusters Score -5255162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5255164.500000 Penalty: 5304.836914
	Iteration 50Q: 3 clusters Score -5255164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5255170.000000 Penalty: 5304.836914
	Iteration 51Q: 3 clusters Score -5255170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5255169.000000 Penalty: 5304.836914
	Iteration 52Q: 3 clusters Score -5255169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5255175.000000 Penalty: 5304.836914
	Iteration 53Q: 3 clusters Score -5255175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5255172.500000 Penalty: 5304.836914
	Iteration 54Q: 3 clusters Score -5255172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5255179.500000 Penalty: 5304.836914
	Iteration 55Q: 3 clusters Score -5255180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5255180.000000 Penalty: 5304.836914
	Iteration 56Q: 3 clusters Score -5255180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5255198.000000 Penalty: 5304.836914
	Iteration 57Q: 3 clusters Score -5255198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5255195.000000 Penalty: 5304.836914
	Iteration 58Q: 3 clusters Score -5255195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5255208.000000 Penalty: 5304.836914
	Iteration 59Q: 3 clusters Score -5255208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5255204.500000 Penalty: 5304.836914
	Iteration 60F: 3 clusters Score -5255204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5255209.500000 Penalty: 5304.836914
	Iteration 61Q: 3 clusters Score -5255210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5255211.000000 Penalty: 5304.836914
	Iteration 62Q: 3 clusters Score -5255211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5255213.500000 Penalty: 5304.836914
	Iteration 63Q: 3 clusters Score -5255214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5255218.000000 Penalty: 5304.836914
	Iteration 64Q: 3 clusters Score -5255218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5255213.500000 Penalty: 5304.836914
	Iteration 65Q: 3 clusters Score -5255214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5255216.000000 Penalty: 5304.836914
	Iteration 66Q: 3 clusters Score -5255216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5255216.000000 Penalty: 5304.836914
	Iteration 67Q: 3 clusters Score -5255216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5255216.000000 Penalty: 5304.836914
	Iteration 68F: 3 clusters Score -5255216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Entering Unmasked Estep 
Score: -6853870.000000 Penalty: 2719.963623
	Iteration 0F: 2 clusters Score -6853870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -6814767.500000 Penalty: 5439.927246
	Iteration 0F: 3 clusters Score -6814768 nChanged 27078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6829707.000000 Penalty: 5439.927246
	Iteration 1F: 3 clusters Score -6829707 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -6830317.000000 Penalty: 5439.927246
	Iteration 2Q: 3 clusters Score -6830317 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -6830966.500000 Penalty: 5439.927246
	Iteration 3Q: 3 clusters Score -6830966 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6831717.500000 Penalty: 5439.927246
	Iteration 4Q: 3 clusters Score -6831718 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -6832574.500000 Penalty: 5439.927246
	Iteration 5Q: 3 clusters Score -6832574 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6833721.500000 Penalty: 5439.927246
	Iteration 6Q: 3 clusters Score -6833722 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -6835077.000000 Penalty: 5439.927246
	Iteration 7Q: 3 clusters Score -6835077 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -6836849.000000 Penalty: 5439.927246
	Iteration 8F: 3 clusters Score -6836849 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6838678.500000 Penalty: 5439.927246
	Iteration 9F: 3 clusters Score -6838678 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6840488.500000 Penalty: 5439.927246
	Iteration 10F: 3 clusters Score -6840488 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6841853.500000 Penalty: 5439.927246
	Iteration 11Q: 3 clusters Score -6841854 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -6842868.500000 Penalty: 5439.927246
	Iteration 12Q: 3 clusters Score -6842868 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6843519.000000 Penalty: 5439.927246
	Iteration 13Q: 3 clusters Score -6843519 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -6844048.500000 Penalty: 5439.927246
	Iteration 14Q: 3 clusters Score -6844048 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -6844518.500000 Penalty: 5439.927246
	Iteration 15Q: 3 clusters Score -6844518 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -6845039.500000 Penalty: 5439.927246
	Iteration 16Q: 3 clusters Score -6845040 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -6845477.000000 Penalty: 5439.927246
	Iteration 17Q: 3 clusters Score -6845477 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -6845955.000000 Penalty: 5439.927246
	Iteration 18Q: 3 clusters Score -6845955 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6846448.000000 Penalty: 5439.927246
	Iteration 19Q: 3 clusters Score -6846448 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -6846992.500000 Penalty: 5439.927246
	Iteration 20F: 3 clusters Score -6846992 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -6847488.500000 Penalty: 5439.927246
	Iteration 21Q: 3 clusters Score -6847488 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -6848061.500000 Penalty: 5439.927246
	Iteration 22Q: 3 clusters Score -6848062 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -6848569.000000 Penalty: 5439.927246
	Iteration 23Q: 3 clusters Score -6848569 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6849100.500000 Penalty: 5439.927246
	Iteration 24Q: 3 clusters Score -6849100 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -6849500.000000 Penalty: 5439.927246
	Iteration 25Q: 3 clusters Score -6849500 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6849887.500000 Penalty: 5439.927246
	Iteration 26Q: 3 clusters Score -6849888 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -6850154.500000 Penalty: 5439.927246
	Iteration 27Q: 3 clusters Score -6850154 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6850393.500000 Penalty: 5439.927246
	Iteration 28Q: 3 clusters Score -6850394 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -6850598.500000 Penalty: 5439.927246
	Iteration 29Q: 3 clusters Score -6850598 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -6850767.500000 Penalty: 5439.927246
	Iteration 30Q: 3 clusters Score -6850768 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6850886.500000 Penalty: 5439.927246
	Iteration 31Q: 3 clusters Score -6850886 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -6850994.000000 Penalty: 5439.927246
	Iteration 32Q: 3 clusters Score -6850994 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6851073.500000 Penalty: 5439.927246
	Iteration 33Q: 3 clusters Score -6851074 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6851172.500000 Penalty: 5439.927246
	Iteration 34Q: 3 clusters Score -6851172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6851257.500000 Penalty: 5439.927246
	Iteration 35Q: 3 clusters Score -6851258 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6851283.000000 Penalty: 5439.927246
	Iteration 36Q: 3 clusters Score -6851283 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6851338.500000 Penalty: 5439.927246
	Iteration 37Q: 3 clusters Score -6851338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -6851373.500000 Penalty: 5439.927246
	Iteration 38Q: 3 clusters Score -6851374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6851423.500000 Penalty: 5439.927246
	Iteration 39Q: 3 clusters Score -6851424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6851459.500000 Penalty: 5439.927246
	Iteration 40F: 3 clusters Score -6851460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6851481.500000 Penalty: 5439.927246
	Iteration 41Q: 3 clusters Score -6851482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6851490.000000 Penalty: 5439.927246
	Iteration 42Q: 3 clusters Score -6851490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6851518.500000 Penalty: 5439.927246
	Iteration 43Q: 3 clusters Score -6851518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6851526.000000 Penalty: 5439.927246
	Iteration 44Q: 3 clusters Score -6851526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6851522.000000 Penalty: 5439.927246
	Iteration 45Q: 3 clusters Score -6851522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6851529.500000 Penalty: 5439.927246
	Iteration 46Q: 3 clusters Score -6851530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6851531.500000 Penalty: 5439.927246
	Iteration 47Q: 3 clusters Score -6851532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6851532.000000 Penalty: 5439.927246
	Iteration 48Q: 3 clusters Score -6851532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6851534.500000 Penalty: 5439.927246
	Iteration 49Q: 3 clusters Score -6851534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6851549.000000 Penalty: 5439.927246
	Iteration 50Q: 3 clusters Score -6851549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6851553.000000 Penalty: 5439.927246
	Iteration 51Q: 3 clusters Score -6851553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6851559.000000 Penalty: 5439.927246
	Iteration 52Q: 3 clusters Score -6851559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6851562.500000 Penalty: 5439.927246
	Iteration 53Q: 3 clusters Score -6851562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6851567.000000 Penalty: 5439.927246
	Iteration 54Q: 3 clusters Score -6851567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6851569.000000 Penalty: 5439.927246
	Iteration 55Q: 3 clusters Score -6851569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6851579.000000 Penalty: 5439.927246
	Iteration 56Q: 3 clusters Score -6851579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6851596.500000 Penalty: 5439.927246
	Iteration 57Q: 3 clusters Score -6851596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6851606.000000 Penalty: 5439.927246
	Iteration 58Q: 3 clusters Score -6851606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6851631.500000 Penalty: 5439.927246
	Iteration 59Q: 3 clusters Score -6851632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6851630.500000 Penalty: 5439.927246
	Iteration 60F: 3 clusters Score -6851630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6851631.500000 Penalty: 5439.927246
	Iteration 61Q: 3 clusters Score -6851632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6851626.500000 Penalty: 5439.927246
	Iteration 62Q: 3 clusters Score -6851626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6851646.500000 Penalty: 5439.927246
	Iteration 63Q: 3 clusters Score -6851646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6851652.500000 Penalty: 5439.927246
	Iteration 64Q: 3 clusters Score -6851652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6851658.500000 Penalty: 5439.927246
	Iteration 65Q: 3 clusters Score -6851658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6851679.500000 Penalty: 5439.927246
	Iteration 66Q: 3 clusters Score -6851680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6851679.000000 Penalty: 5439.927246
	Iteration 67Q: 3 clusters Score -6851679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6851688.000000 Penalty: 5439.927246
	Iteration 68Q: 3 clusters Score -6851688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6851687.000000 Penalty: 5439.927246
	Iteration 69Q: 3 clusters Score -6851687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6851678.500000 Penalty: 5439.927246
	Iteration 70Q: 3 clusters Score -6851678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6851691.500000 Penalty: 5439.927246
	Iteration 71Q: 3 clusters Score -6851692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6851672.500000 Penalty: 5439.927246
	Iteration 72Q: 3 clusters Score -6851672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6851675.500000 Penalty: 5439.927246
	Iteration 73Q: 3 clusters Score -6851676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6851682.500000 Penalty: 5439.927246
	Iteration 74Q: 3 clusters Score -6851682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6851701.000000 Penalty: 5439.927246
	Iteration 75Q: 3 clusters Score -6851701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6851694.000000 Penalty: 5439.927246
	Iteration 76Q: 3 clusters Score -6851694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6851697.500000 Penalty: 5439.927246
	Iteration 77Q: 3 clusters Score -6851698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6851703.000000 Penalty: 5439.927246
	Iteration 78Q: 3 clusters Score -6851703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6851698.500000 Penalty: 5439.927246
	Iteration 79Q: 3 clusters Score -6851698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6851704.000000 Penalty: 5439.927246
	Iteration 80F: 3 clusters Score -6851704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6851712.000000 Penalty: 5439.927246
	Iteration 81Q: 3 clusters Score -6851712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6851713.500000 Penalty: 5439.927246
	Iteration 82Q: 3 clusters Score -6851714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6851723.000000 Penalty: 5439.927246
	Iteration 83Q: 3 clusters Score -6851723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6851718.500000 Penalty: 5439.927246
	Iteration 84Q: 3 clusters Score -6851718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6851734.500000 Penalty: 5439.927246
	Iteration 85Q: 3 clusters Score -6851734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6851727.500000 Penalty: 5439.927246
	Iteration 86Q: 3 clusters Score -6851728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6851727.500000 Penalty: 5439.927246
	Iteration 87Q: 3 clusters Score -6851728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6851740.500000 Penalty: 5439.927246
	Iteration 88Q: 3 clusters Score -6851740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6851748.000000 Penalty: 5439.927246
	Iteration 89Q: 3 clusters Score -6851748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6851737.500000 Penalty: 5439.927246
	Iteration 90Q: 3 clusters Score -6851738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6851739.000000 Penalty: 5439.927246
	Iteration 91Q: 3 clusters Score -6851739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6851740.500000 Penalty: 5439.927246
	Iteration 92Q: 3 clusters Score -6851740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6851742.500000 Penalty: 5439.927246
	Iteration 93Q: 3 clusters Score -6851742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6851742.500000 Penalty: 5439.927246
	Iteration 94Q: 3 clusters Score -6851742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6851750.000000 Penalty: 5439.927246
	Iteration 95Q: 3 clusters Score -6851750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6851758.000000 Penalty: 5439.927246
	Iteration 96Q: 3 clusters Score -6851758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6851762.000000 Penalty: 5439.927246
	Iteration 97Q: 3 clusters Score -6851762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6851759.000000 Penalty: 5439.927246
	Iteration 98Q: 3 clusters Score -6851759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6851764.500000 Penalty: 5439.927246
	Iteration 99Q: 3 clusters Score -6851764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6851765.500000 Penalty: 5439.927246
	Iteration 100F: 3 clusters Score -6851766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6851767.500000 Penalty: 5439.927246
	Iteration 101Q: 3 clusters Score -6851768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6851767.500000 Penalty: 5439.927246
	Iteration 102Q: 3 clusters Score -6851768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6851773.000000 Penalty: 5439.927246
	Iteration 103Q: 3 clusters Score -6851773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6851773.000000 Penalty: 5439.927246
	Iteration 104F: 3 clusters Score -6851773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -469869.968750 Penalty: 2054.181152
	Iteration 0F: 2 clusters Score -469870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -466016.906250 Penalty: 4108.362305
	Iteration 0F: 3 clusters Score -466016.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -466808.500000 Penalty: 4108.362305
	Iteration 1F: 3 clusters Score -466808.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -466993.250000 Penalty: 4108.362305
	Iteration 2F: 3 clusters Score -466993.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -467105.687500 Penalty: 4108.362305
	Iteration 3Q: 3 clusters Score -467105.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -467187.562500 Penalty: 4108.362305
	Iteration 4Q: 3 clusters Score -467187.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -467256.937500 Penalty: 4108.362305
	Iteration 5Q: 3 clusters Score -467256.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -467333.375000 Penalty: 4108.362305
	Iteration 6Q: 3 clusters Score -467333.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -467400.750000 Penalty: 4108.362305
	Iteration 7Q: 3 clusters Score -467400.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -467450.750000 Penalty: 4108.362305
	Iteration 8Q: 3 clusters Score -467450.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -467481.656250 Penalty: 4108.362305
	Iteration 9Q: 3 clusters Score -467481.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -467511.468750 Penalty: 4108.362305
	Iteration 10Q: 3 clusters Score -467511.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -467541.281250 Penalty: 4108.362305
	Iteration 11Q: 3 clusters Score -467541.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -467569.437500 Penalty: 4108.362305
	Iteration 12Q: 3 clusters Score -467569.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -467588.125000 Penalty: 4108.362305
	Iteration 13Q: 3 clusters Score -467588.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -467599.937500 Penalty: 4108.362305
	Iteration 14Q: 3 clusters Score -467599.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -467609.656250 Penalty: 4108.362305
	Iteration 15Q: 3 clusters Score -467609.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467619.875000 Penalty: 4108.362305
	Iteration 16Q: 3 clusters Score -467619.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467628.968750 Penalty: 4108.362305
	Iteration 17Q: 3 clusters Score -467629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -467641.156250 Penalty: 4108.362305
	Iteration 18Q: 3 clusters Score -467641.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -467656.625000 Penalty: 4108.362305
	Iteration 19Q: 3 clusters Score -467656.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -467673.312500 Penalty: 4108.362305
	Iteration 20F: 3 clusters Score -467673.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -467685.906250 Penalty: 4108.362305
	Iteration 21Q: 3 clusters Score -467685.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -467694.031250 Penalty: 4108.362305
	Iteration 22Q: 3 clusters Score -467694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -467701.531250 Penalty: 4108.362305
	Iteration 23Q: 3 clusters Score -467701.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -467710.781250 Penalty: 4108.362305
	Iteration 24Q: 3 clusters Score -467710.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467719.656250 Penalty: 4108.362305
	Iteration 25Q: 3 clusters Score -467719.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -467731.281250 Penalty: 4108.362305
	Iteration 26Q: 3 clusters Score -467731.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -467739.375000 Penalty: 4108.362305
	Iteration 27Q: 3 clusters Score -467739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -467744.718750 Penalty: 4108.362305
	Iteration 28Q: 3 clusters Score -467744.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -467752.093750 Penalty: 4108.362305
	Iteration 29Q: 3 clusters Score -467752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -467758.843750 Penalty: 4108.362305
	Iteration 30Q: 3 clusters Score -467758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -467762.750000 Penalty: 4108.362305
	Iteration 31Q: 3 clusters Score -467762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -467766.562500 Penalty: 4108.362305
	Iteration 32Q: 3 clusters Score -467766.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -467775.781250 Penalty: 4108.362305
	Iteration 33Q: 3 clusters Score -467775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467781.093750 Penalty: 4108.362305
	Iteration 34Q: 3 clusters Score -467781.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -467786.062500 Penalty: 4108.362305
	Iteration 35Q: 3 clusters Score -467786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -467791.187500 Penalty: 4108.362305
	Iteration 36Q: 3 clusters Score -467791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -467796.093750 Penalty: 4108.362305
	Iteration 37Q: 3 clusters Score -467796.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -467802.875000 Penalty: 4108.362305
	Iteration 38Q: 3 clusters Score -467802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467809.000000 Penalty: 4108.362305
	Iteration 39Q: 3 clusters Score -467809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467813.718750 Penalty: 4108.362305
	Iteration 40F: 3 clusters Score -467813.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -467816.343750 Penalty: 4108.362305
	Iteration 41Q: 3 clusters Score -467816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467818.750000 Penalty: 4108.362305
	Iteration 42Q: 3 clusters Score -467818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -467823.718750 Penalty: 4108.362305
	Iteration 43Q: 3 clusters Score -467823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -467826.812500 Penalty: 4108.362305
	Iteration 44Q: 3 clusters Score -467826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -467829.468750 Penalty: 4108.362305
	Iteration 45Q: 3 clusters Score -467829.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -467834.625000 Penalty: 4108.362305
	Iteration 46Q: 3 clusters Score -467834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -467835.062500 Penalty: 4108.362305
	Iteration 47Q: 3 clusters Score -467835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -467837.281250 Penalty: 4108.362305
	Iteration 48Q: 3 clusters Score -467837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -467837.343750 Penalty: 4108.362305
	Iteration 49Q: 3 clusters Score -467837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -467838.593750 Penalty: 4108.362305
	Iteration 50Q: 3 clusters Score -467838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -467838.937500 Penalty: 4108.362305
	Iteration 51Q: 3 clusters Score -467838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -467839.593750 Penalty: 4108.362305
	Iteration 52Q: 3 clusters Score -467839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -467839.593750 Penalty: 4108.362305
	Iteration 53F: 3 clusters Score -467839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -2274258.750000 Penalty: 2450.192627
	Iteration 0F: 2 clusters Score -2274259 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 9668 members 
Entering Unmasked Estep 
Score: -2260499.000000 Penalty: 4900.385254
	Iteration 0F: 3 clusters Score -2260499 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2265062.750000 Penalty: 4900.385254
	Iteration 1F: 3 clusters Score -2265063 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2265572.500000 Penalty: 4900.385254
	Iteration 2F: 3 clusters Score -2265572 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2266061.500000 Penalty: 4900.385254
	Iteration 3F: 3 clusters Score -2266062 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2266623.250000 Penalty: 4900.385254
	Iteration 4F: 3 clusters Score -2266623 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2267344.250000 Penalty: 4900.385254
	Iteration 5F: 3 clusters Score -2267344 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2268258.750000 Penalty: 4900.385254
	Iteration 6F: 3 clusters Score -2268259 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2269354.500000 Penalty: 4900.385254
	Iteration 7F: 3 clusters Score -2269354 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2270533.500000 Penalty: 4900.385254
	Iteration 8F: 3 clusters Score -2270534 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2271453.750000 Penalty: 4900.385254
	Iteration 9Q: 3 clusters Score -2271454 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2272053.250000 Penalty: 4900.385254
	Iteration 10Q: 3 clusters Score -2272053 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2272402.750000 Penalty: 4900.385254
	Iteration 11Q: 3 clusters Score -2272403 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2272594.250000 Penalty: 4900.385254
	Iteration 12Q: 3 clusters Score -2272594 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2272684.500000 Penalty: 4900.385254
	Iteration 13Q: 3 clusters Score -2272684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2272758.000000 Penalty: 4900.385254
	Iteration 14Q: 3 clusters Score -2272758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2272810.750000 Penalty: 4900.385254
	Iteration 15Q: 3 clusters Score -2272811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2272844.000000 Penalty: 4900.385254
	Iteration 16Q: 3 clusters Score -2272844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2272869.250000 Penalty: 4900.385254
	Iteration 17Q: 3 clusters Score -2272869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2272881.000000 Penalty: 4900.385254
	Iteration 18Q: 3 clusters Score -2272881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2272889.000000 Penalty: 4900.385254
	Iteration 19Q: 3 clusters Score -2272889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2272892.250000 Penalty: 4900.385254
	Iteration 20F: 3 clusters Score -2272892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2272892.000000 Penalty: 4900.385254
	Iteration 21Q: 3 clusters Score -2272892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2272898.250000 Penalty: 4900.385254
	Iteration 22Q: 3 clusters Score -2272898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2272897.000000 Penalty: 4900.385254
	Iteration 23Q: 3 clusters Score -2272897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2272892.250000 Penalty: 4900.385254
	Iteration 24Q: 3 clusters Score -2272892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2272892.250000 Penalty: 4900.385254
	Iteration 25F: 3 clusters Score -2272892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Entering Unmasked Estep 
Score: -1277859.125000 Penalty: 2300.711914
	Iteration 0F: 2 clusters Score -1277859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1269693.500000 Penalty: 4601.423828
	Iteration 0F: 3 clusters Score -1269694 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1272121.750000 Penalty: 4601.423828
	Iteration 1F: 3 clusters Score -1272122 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1272408.000000 Penalty: 4601.423828
	Iteration 2F: 3 clusters Score -1272408 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1272602.000000 Penalty: 4601.423828
	Iteration 3Q: 3 clusters Score -1272602 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1272753.625000 Penalty: 4601.423828
	Iteration 4Q: 3 clusters Score -1272754 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1272896.500000 Penalty: 4601.423828
	Iteration 5Q: 3 clusters Score -1272896 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1273037.375000 Penalty: 4601.423828
	Iteration 6Q: 3 clusters Score -1273037 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1273164.750000 Penalty: 4601.423828
	Iteration 7Q: 3 clusters Score -1273165 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1273309.000000 Penalty: 4601.423828
	Iteration 8Q: 3 clusters Score -1273309 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1273458.750000 Penalty: 4601.423828
	Iteration 9Q: 3 clusters Score -1273459 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1273628.875000 Penalty: 4601.423828
	Iteration 10Q: 3 clusters Score -1273629 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1273799.000000 Penalty: 4601.423828
	Iteration 11Q: 3 clusters Score -1273799 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1273968.000000 Penalty: 4601.423828
	Iteration 12Q: 3 clusters Score -1273968 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1274149.500000 Penalty: 4601.423828
	Iteration 13Q: 3 clusters Score -1274150 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1274305.500000 Penalty: 4601.423828
	Iteration 14Q: 3 clusters Score -1274306 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1274453.875000 Penalty: 4601.423828
	Iteration 15Q: 3 clusters Score -1274454 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1274589.625000 Penalty: 4601.423828
	Iteration 16Q: 3 clusters Score -1274590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1274739.000000 Penalty: 4601.423828
	Iteration 17Q: 3 clusters Score -1274739 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1274857.000000 Penalty: 4601.423828
	Iteration 18Q: 3 clusters Score -1274857 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1274962.375000 Penalty: 4601.423828
	Iteration 19Q: 3 clusters Score -1274962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1275063.125000 Penalty: 4601.423828
	Iteration 20F: 3 clusters Score -1275063 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1275161.375000 Penalty: 4601.423828
	Iteration 21Q: 3 clusters Score -1275161 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1275245.000000 Penalty: 4601.423828
	Iteration 22Q: 3 clusters Score -1275245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1275314.125000 Penalty: 4601.423828
	Iteration 23Q: 3 clusters Score -1275314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1275366.750000 Penalty: 4601.423828
	Iteration 24Q: 3 clusters Score -1275367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1275413.250000 Penalty: 4601.423828
	Iteration 25Q: 3 clusters Score -1275413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1275447.125000 Penalty: 4601.423828
	Iteration 26Q: 3 clusters Score -1275447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1275466.250000 Penalty: 4601.423828
	Iteration 27Q: 3 clusters Score -1275466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1275492.375000 Penalty: 4601.423828
	Iteration 28Q: 3 clusters Score -1275492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1275511.000000 Penalty: 4601.423828
	Iteration 29Q: 3 clusters Score -1275511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1275531.625000 Penalty: 4601.423828
	Iteration 30Q: 3 clusters Score -1275532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1275551.750000 Penalty: 4601.423828
	Iteration 31Q: 3 clusters Score -1275552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1275561.875000 Penalty: 4601.423828
	Iteration 32Q: 3 clusters Score -1275562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1275572.000000 Penalty: 4601.423828
	Iteration 33Q: 3 clusters Score -1275572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1275580.000000 Penalty: 4601.423828
	Iteration 34Q: 3 clusters Score -1275580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1275587.750000 Penalty: 4601.423828
	Iteration 35Q: 3 clusters Score -1275588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1275592.625000 Penalty: 4601.423828
	Iteration 36Q: 3 clusters Score -1275593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1275605.250000 Penalty: 4601.423828
	Iteration 37Q: 3 clusters Score -1275605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1275617.375000 Penalty: 4601.423828
	Iteration 38Q: 3 clusters Score -1275617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1275624.875000 Penalty: 4601.423828
	Iteration 39Q: 3 clusters Score -1275625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1275633.875000 Penalty: 4601.423828
	Iteration 40F: 3 clusters Score -1275634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1275642.000000 Penalty: 4601.423828
	Iteration 41Q: 3 clusters Score -1275642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1275655.750000 Penalty: 4601.423828
	Iteration 42Q: 3 clusters Score -1275656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1275662.375000 Penalty: 4601.423828
	Iteration 43Q: 3 clusters Score -1275662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1275670.625000 Penalty: 4601.423828
	Iteration 44Q: 3 clusters Score -1275671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1275679.625000 Penalty: 4601.423828
	Iteration 45Q: 3 clusters Score -1275680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1275688.750000 Penalty: 4601.423828
	Iteration 46Q: 3 clusters Score -1275689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1275696.500000 Penalty: 4601.423828
	Iteration 47Q: 3 clusters Score -1275696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1275705.500000 Penalty: 4601.423828
	Iteration 48Q: 3 clusters Score -1275706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1275708.625000 Penalty: 4601.423828
	Iteration 49Q: 3 clusters Score -1275709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1275707.500000 Penalty: 4601.423828
	Iteration 50Q: 3 clusters Score -1275708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1275710.500000 Penalty: 4601.423828
	Iteration 51Q: 3 clusters Score -1275710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1275713.875000 Penalty: 4601.423828
	Iteration 52Q: 3 clusters Score -1275714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1275717.000000 Penalty: 4601.423828
	Iteration 53Q: 3 clusters Score -1275717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1275718.750000 Penalty: 4601.423828
	Iteration 54Q: 3 clusters Score -1275719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1275720.500000 Penalty: 4601.423828
	Iteration 55Q: 3 clusters Score -1275720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1275723.250000 Penalty: 4601.423828
	Iteration 56Q: 3 clusters Score -1275723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1275728.250000 Penalty: 4601.423828
	Iteration 57Q: 3 clusters Score -1275728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1275731.375000 Penalty: 4601.423828
	Iteration 58Q: 3 clusters Score -1275731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1275733.500000 Penalty: 4601.423828
	Iteration 59Q: 3 clusters Score -1275734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1275737.875000 Penalty: 4601.423828
	Iteration 60F: 3 clusters Score -1275738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1275740.000000 Penalty: 4601.423828
	Iteration 61Q: 3 clusters Score -1275740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1275743.375000 Penalty: 4601.423828
	Iteration 62Q: 3 clusters Score -1275743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1275746.875000 Penalty: 4601.423828
	Iteration 63Q: 3 clusters Score -1275747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1275747.750000 Penalty: 4601.423828
	Iteration 64Q: 3 clusters Score -1275748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1275748.625000 Penalty: 4601.423828
	Iteration 65Q: 3 clusters Score -1275749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1275748.500000 Penalty: 4601.423828
	Iteration 66Q: 3 clusters Score -1275748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1275755.000000 Penalty: 4601.423828
	Iteration 67Q: 3 clusters Score -1275755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1275763.625000 Penalty: 4601.423828
	Iteration 68Q: 3 clusters Score -1275764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1275765.500000 Penalty: 4601.423828
	Iteration 69Q: 3 clusters Score -1275766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1275766.125000 Penalty: 4601.423828
	Iteration 70Q: 3 clusters Score -1275766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1275771.875000 Penalty: 4601.423828
	Iteration 71Q: 3 clusters Score -1275772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1275776.625000 Penalty: 4601.423828
	Iteration 72Q: 3 clusters Score -1275777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1275783.000000 Penalty: 4601.423828
	Iteration 73Q: 3 clusters Score -1275783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1275786.125000 Penalty: 4601.423828
	Iteration 74Q: 3 clusters Score -1275786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1275788.000000 Penalty: 4601.423828
	Iteration 75Q: 3 clusters Score -1275788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1275790.500000 Penalty: 4601.423828
	Iteration 76Q: 3 clusters Score -1275790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1275790.750000 Penalty: 4601.423828
	Iteration 77Q: 3 clusters Score -1275791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1275792.750000 Penalty: 4601.423828
	Iteration 78Q: 3 clusters Score -1275793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1275794.500000 Penalty: 4601.423828
	Iteration 79Q: 3 clusters Score -1275794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1275794.750000 Penalty: 4601.423828
	Iteration 80F: 3 clusters Score -1275795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1275794.375000 Penalty: 4601.423828
	Iteration 81Q: 3 clusters Score -1275794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1275796.000000 Penalty: 4601.423828
	Iteration 82Q: 3 clusters Score -1275796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1275799.625000 Penalty: 4601.423828
	Iteration 83Q: 3 clusters Score -1275800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1275804.875000 Penalty: 4601.423828
	Iteration 84Q: 3 clusters Score -1275805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1275805.875000 Penalty: 4601.423828
	Iteration 85Q: 3 clusters Score -1275806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1275808.625000 Penalty: 4601.423828
	Iteration 86Q: 3 clusters Score -1275809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1275810.375000 Penalty: 4601.423828
	Iteration 87Q: 3 clusters Score -1275810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1275808.875000 Penalty: 4601.423828
	Iteration 88Q: 3 clusters Score -1275809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1275814.875000 Penalty: 4601.423828
	Iteration 89Q: 3 clusters Score -1275815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1275814.375000 Penalty: 4601.423828
	Iteration 90Q: 3 clusters Score -1275814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1275815.250000 Penalty: 4601.423828
	Iteration 91Q: 3 clusters Score -1275815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1275814.125000 Penalty: 4601.423828
	Iteration 92Q: 3 clusters Score -1275814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1275817.875000 Penalty: 4601.423828
	Iteration 93Q: 3 clusters Score -1275818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1275819.750000 Penalty: 4601.423828
	Iteration 94Q: 3 clusters Score -1275820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1275817.125000 Penalty: 4601.423828
	Iteration 95Q: 3 clusters Score -1275817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1275817.500000 Penalty: 4601.423828
	Iteration 96Q: 3 clusters Score -1275818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1275820.250000 Penalty: 4601.423828
	Iteration 97Q: 3 clusters Score -1275820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1275822.000000 Penalty: 4601.423828
	Iteration 98Q: 3 clusters Score -1275822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1275822.000000 Penalty: 4601.423828
	Iteration 99F: 3 clusters Score -1275822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Entering Unmasked Estep 
Score: -1427576.875000 Penalty: 2335.483887
	Iteration 0F: 2 clusters Score -1427577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1418416.875000 Penalty: 4670.967773
	Iteration 0F: 3 clusters Score -1418417 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1421358.500000 Penalty: 4670.967773
	Iteration 1F: 3 clusters Score -1421358 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1421914.750000 Penalty: 4670.967773
	Iteration 2F: 3 clusters Score -1421915 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1422420.500000 Penalty: 4670.967773
	Iteration 3F: 3 clusters Score -1422420 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1422848.125000 Penalty: 4670.967773
	Iteration 4F: 3 clusters Score -1422848 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1423273.750000 Penalty: 4670.967773
	Iteration 5F: 3 clusters Score -1423274 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1423678.125000 Penalty: 4670.967773
	Iteration 6F: 3 clusters Score -1423678 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1424078.125000 Penalty: 4670.967773
	Iteration 7Q: 3 clusters Score -1424078 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1424521.500000 Penalty: 4670.967773
	Iteration 8Q: 3 clusters Score -1424522 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1424995.750000 Penalty: 4670.967773
	Iteration 9Q: 3 clusters Score -1424996 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1425350.125000 Penalty: 4670.967773
	Iteration 10Q: 3 clusters Score -1425350 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1425574.750000 Penalty: 4670.967773
	Iteration 11Q: 3 clusters Score -1425575 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1425700.000000 Penalty: 4670.967773
	Iteration 12Q: 3 clusters Score -1425700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1425775.875000 Penalty: 4670.967773
	Iteration 13Q: 3 clusters Score -1425776 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1425821.625000 Penalty: 4670.967773
	Iteration 14Q: 3 clusters Score -1425822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1425851.000000 Penalty: 4670.967773
	Iteration 15Q: 3 clusters Score -1425851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1425861.125000 Penalty: 4670.967773
	Iteration 16Q: 3 clusters Score -1425861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1425872.125000 Penalty: 4670.967773
	Iteration 17Q: 3 clusters Score -1425872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1425885.250000 Penalty: 4670.967773
	Iteration 18Q: 3 clusters Score -1425885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1425898.125000 Penalty: 4670.967773
	Iteration 19Q: 3 clusters Score -1425898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1425911.125000 Penalty: 4670.967773
	Iteration 20F: 3 clusters Score -1425911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1425912.625000 Penalty: 4670.967773
	Iteration 21Q: 3 clusters Score -1425913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1425914.875000 Penalty: 4670.967773
	Iteration 22Q: 3 clusters Score -1425915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1425920.375000 Penalty: 4670.967773
	Iteration 23Q: 3 clusters Score -1425920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1425920.750000 Penalty: 4670.967773
	Iteration 24Q: 3 clusters Score -1425921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1425924.000000 Penalty: 4670.967773
	Iteration 25Q: 3 clusters Score -1425924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1425922.125000 Penalty: 4670.967773
	Iteration 26Q: 3 clusters Score -1425922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1425924.875000 Penalty: 4670.967773
	Iteration 27Q: 3 clusters Score -1425925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1425921.875000 Penalty: 4670.967773
	Iteration 28Q: 3 clusters Score -1425922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1425923.375000 Penalty: 4670.967773
	Iteration 29Q: 3 clusters Score -1425923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1425924.000000 Penalty: 4670.967773
	Iteration 30Q: 3 clusters Score -1425924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1425926.250000 Penalty: 4670.967773
	Iteration 31Q: 3 clusters Score -1425926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1425925.000000 Penalty: 4670.967773
	Iteration 32Q: 3 clusters Score -1425925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1425926.375000 Penalty: 4670.967773
	Iteration 33Q: 3 clusters Score -1425926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1425926.375000 Penalty: 4670.967773
	Iteration 34F: 3 clusters Score -1425926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -94172.242188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -94172.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92323.234375 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -92323.23 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92605.304688 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -92605.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92676.546875 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -92676.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92722.976562 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -92722.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92750.445312 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -92750.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92770.523438 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -92770.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92781.617188 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -92781.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92794.203125 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -92794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92802.304688 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -92802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92808.492188 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -92808.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92809.812500 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -92809.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92810.851562 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -92810.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92815.265625 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -92815.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92818.437500 Penalty: 3371.224365
	Iteration 13Q: 3 clusters Score -92818.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92819.820312 Penalty: 3371.224365
	Iteration 14Q: 3 clusters Score -92819.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92819.820312 Penalty: 3371.224365
	Iteration 15F: 3 clusters Score -92819.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179506 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68422 members 
Mstep: Class 4 contains 45196 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182183 members 
Mstep: Class 9 contains 217607 members 
Mstep: Class 10 contains 44145 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 119Q: 17 clusters Score -1.180533e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68426 members 
Mstep: Class 4 contains 45193 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182184 members 
Mstep: Class 9 contains 217603 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053304.000000 Penalty: 54895.289062
Iteration 120F: 17 clusters Score -1.180533e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179505 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68430 members 
Mstep: Class 4 contains 45192 members 
Mstep: Class 5 contains 170294 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182185 members 
Mstep: Class 9 contains 217601 members 
Mstep: Class 10 contains 44147 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053320.000000 Penalty: 54895.289062
Iteration 121Q: 17 clusters Score -1.180533e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68436 members 
Mstep: Class 4 contains 45191 members 
Mstep: Class 5 contains 170295 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182186 members 
Mstep: Class 9 contains 217595 members 
Mstep: Class 10 contains 44146 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053336.000000 Penalty: 54895.289062
Iteration 122Q: 17 clusters Score -1.180533e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68437 members 
Mstep: Class 4 contains 45191 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182186 members 
Mstep: Class 9 contains 217599 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053264.000000 Penalty: 54895.289062
Iteration 123Q: 17 clusters Score -1.180533e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68440 members 
Mstep: Class 4 contains 45190 members 
Mstep: Class 5 contains 170298 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182184 members 
Mstep: Class 9 contains 217599 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 124Q: 17 clusters Score -1.180533e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68444 members 
Mstep: Class 4 contains 45190 members 
Mstep: Class 5 contains 170295 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182183 members 
Mstep: Class 9 contains 217603 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053240.000000 Penalty: 54895.289062
Iteration 125Q: 17 clusters Score -1.180532e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68449 members 
Mstep: Class 4 contains 45190 members 
Mstep: Class 5 contains 170288 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182182 members 
Mstep: Class 9 contains 217603 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053280.000000 Penalty: 54895.289062
Iteration 126Q: 17 clusters Score -1.180533e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68453 members 
Mstep: Class 4 contains 45189 members 
Mstep: Class 5 contains 170283 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182181 members 
Mstep: Class 9 contains 217607 members 
Mstep: Class 10 contains 44139 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053320.000000 Penalty: 54895.289062
Iteration 127Q: 17 clusters Score -1.180533e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68454 members 
Mstep: Class 4 contains 45188 members 
Mstep: Class 5 contains 170282 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182180 members 
Mstep: Class 9 contains 217612 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053304.000000 Penalty: 54895.289062
Iteration 128Q: 17 clusters Score -1.180533e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68455 members 
Mstep: Class 4 contains 45187 members 
Mstep: Class 5 contains 170281 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182180 members 
Mstep: Class 9 contains 217615 members 
Mstep: Class 10 contains 44136 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10689 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053312.000000 Penalty: 54895.289062
Iteration 129Q: 17 clusters Score -1.180533e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179498 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68457 members 
Mstep: Class 4 contains 45185 members 
Mstep: Class 5 contains 170280 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182179 members 
Mstep: Class 9 contains 217618 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 130Q: 17 clusters Score -1.180533e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68460 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170277 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182177 members 
Mstep: Class 9 contains 217618 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053368.000000 Penalty: 54895.289062
Iteration 131Q: 17 clusters Score -1.180534e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68462 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170275 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182176 members 
Mstep: Class 9 contains 217619 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053288.000000 Penalty: 54895.289062
Iteration 132Q: 17 clusters Score -1.180533e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68467 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170273 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182177 members 
Mstep: Class 9 contains 217615 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053304.000000 Penalty: 54895.289062
Iteration 133Q: 17 clusters Score -1.180533e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68475 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170273 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182177 members 
Mstep: Class 9 contains 217609 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053280.000000 Penalty: 54895.289062
Iteration 134Q: 17 clusters Score -1.180533e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68479 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182177 members 
Mstep: Class 9 contains 217607 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 135Q: 17 clusters Score -1.180533e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68486 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170270 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182174 members 
Mstep: Class 9 contains 217606 members 
Mstep: Class 10 contains 44134 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053184.000000 Penalty: 54895.289062
Iteration 136Q: 17 clusters Score -1.180532e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68492 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182173 members 
Mstep: Class 9 contains 217602 members 
Mstep: Class 10 contains 44133 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12298 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053200.000000 Penalty: 54895.289062
Iteration 137Q: 17 clusters Score -1.180532e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179500 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68495 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182173 members 
Mstep: Class 9 contains 217599 members 
Mstep: Class 10 contains 44133 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12299 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053216.000000 Penalty: 54895.289062
Iteration 138Q: 17 clusters Score -1.180532e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68500 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182172 members 
Mstep: Class 9 contains 217596 members 
Mstep: Class 10 contains 44132 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053168.000000 Penalty: 54895.289062
Iteration 139Q: 17 clusters Score -1.180532e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68505 members 
Mstep: Class 4 contains 45185 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182171 members 
Mstep: Class 9 contains 217591 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053248.000000 Penalty: 54895.289062
Iteration 140F: 17 clusters Score -1.180532e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68513 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182170 members 
Mstep: Class 9 contains 217592 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053160.000000 Penalty: 54895.289062
Iteration 141Q: 17 clusters Score -1.180532e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68522 members 
Mstep: Class 4 contains 45183 members 
Mstep: Class 5 contains 170267 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182168 members 
Mstep: Class 9 contains 217588 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053184.000000 Penalty: 54895.289062
Iteration 142Q: 17 clusters Score -1.180532e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68526 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182168 members 
Mstep: Class 9 contains 217588 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 143Q: 17 clusters Score -1.180532e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68529 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182169 members 
Mstep: Class 9 contains 217583 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 144Q: 17 clusters Score -1.180532e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179495 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68531 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182169 members 
Mstep: Class 9 contains 217580 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053160.000000 Penalty: 54895.289062
Iteration 145Q: 17 clusters Score -1.180532e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68534 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170263 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182170 members 
Mstep: Class 9 contains 217575 members 
Mstep: Class 10 contains 44126 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053224.000000 Penalty: 54895.289062
Iteration 146Q: 17 clusters Score -1.180532e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68537 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170264 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182168 members 
Mstep: Class 9 contains 217572 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053216.000000 Penalty: 54895.289062
Iteration 147Q: 17 clusters Score -1.180532e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179504 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68541 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182167 members 
Mstep: Class 9 contains 217566 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57968 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053224.000000 Penalty: 54895.289062
Iteration 148Q: 17 clusters Score -1.180532e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179506 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68545 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182166 members 
Mstep: Class 9 contains 217562 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053232.000000 Penalty: 54895.289062
Iteration 149Q: 17 clusters Score -1.180532e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68550 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 170266 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182166 members 
Mstep: Class 9 contains 217555 members 
Mstep: Class 10 contains 44125 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 150Q: 17 clusters Score -1.180533e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68554 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170269 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182166 members 
Mstep: Class 9 contains 217549 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053264.000000 Penalty: 54895.289062
Iteration 151Q: 17 clusters Score -1.180533e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68558 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182164 members 
Mstep: Class 9 contains 217544 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053216.000000 Penalty: 54895.289062
Iteration 152Q: 17 clusters Score -1.180532e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68562 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170271 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182166 members 
Mstep: Class 9 contains 217538 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053240.000000 Penalty: 54895.289062
Iteration 153Q: 17 clusters Score -1.180532e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68568 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170273 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182166 members 
Mstep: Class 9 contains 217531 members 
Mstep: Class 10 contains 44124 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053160.000000 Penalty: 54895.289062
Iteration 154Q: 17 clusters Score -1.180532e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68574 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170274 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182169 members 
Mstep: Class 9 contains 217520 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053184.000000 Penalty: 54895.289062
Iteration 155Q: 17 clusters Score -1.180532e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68582 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170274 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182167 members 
Mstep: Class 9 contains 217516 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053200.000000 Penalty: 54895.289062
Iteration 156Q: 17 clusters Score -1.180532e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68588 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170277 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182165 members 
Mstep: Class 9 contains 217512 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053144.000000 Penalty: 54895.289062
Iteration 157Q: 17 clusters Score -1.180531e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68594 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170276 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182161 members 
Mstep: Class 9 contains 217512 members 
Mstep: Class 10 contains 44119 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053208.000000 Penalty: 54895.289062
Iteration 158Q: 17 clusters Score -1.180532e+08 nChanged 26
Entering ConstructFrom: 
Score: -118053208.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (179515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Entering Unmasked Estep 
Score: -21142956.000000 Penalty: 3000.307373
	Iteration 0F: 2 clusters Score -2.114296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -21027764.000000 Penalty: 6000.614746
	Iteration 0F: 3 clusters Score -2.102776e+07 nChanged 86176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 96085 members 
Entering Unmasked Estep 
Score: -21078504.000000 Penalty: 6000.614746
	Iteration 1F: 3 clusters Score -2.10785e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -21080168.000000 Penalty: 6000.614746
	Iteration 2Q: 3 clusters Score -2.108017e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -21082934.000000 Penalty: 6000.614746
	Iteration 3Q: 3 clusters Score -2.108293e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -21087876.000000 Penalty: 6000.614746
	Iteration 4F: 3 clusters Score -2.108788e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -21096034.000000 Penalty: 6000.614746
	Iteration 5F: 3 clusters Score -2.109603e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 139517 members 
Entering Unmasked Estep 
Score: -21108354.000000 Penalty: 6000.614746
	Iteration 6F: 3 clusters Score -2.110835e+07 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -21121660.000000 Penalty: 6000.614746
	Iteration 7F: 3 clusters Score -2.112166e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 164688 members 
Entering Unmasked Estep 
Score: -21131196.000000 Penalty: 6000.614746
	Iteration 8F: 3 clusters Score -2.11312e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 171298 members 
Entering Unmasked Estep 
Score: -21136092.000000 Penalty: 6000.614746
	Iteration 9Q: 3 clusters Score -2.113609e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -21138460.000000 Penalty: 6000.614746
	Iteration 10Q: 3 clusters Score -2.113846e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 175926 members 
Entering Unmasked Estep 
Score: -21139582.000000 Penalty: 6000.614746
	Iteration 11Q: 3 clusters Score -2.113958e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -21140214.000000 Penalty: 6000.614746
	Iteration 12Q: 3 clusters Score -2.114021e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 176920 members 
Entering Unmasked Estep 
Score: -21140530.000000 Penalty: 6000.614746
	Iteration 13Q: 3 clusters Score -2.114053e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -21140734.000000 Penalty: 6000.614746
	Iteration 14Q: 3 clusters Score -2.114073e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -21140834.000000 Penalty: 6000.614746
	Iteration 15Q: 3 clusters Score -2.114083e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -21140894.000000 Penalty: 6000.614746
	Iteration 16Q: 3 clusters Score -2.114089e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 6000.614746
	Iteration 17Q: 3 clusters Score -2.114095e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -21140964.000000 Penalty: 6000.614746
	Iteration 18Q: 3 clusters Score -2.114096e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -21140952.000000 Penalty: 6000.614746
	Iteration 19Q: 3 clusters Score -2.114095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 177403 members 
Entering Unmasked Estep 
Score: -21140986.000000 Penalty: 6000.614746
	Iteration 20F: 3 clusters Score -2.114099e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -21140978.000000 Penalty: 6000.614746
	Iteration 21Q: 3 clusters Score -2.114098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -21141012.000000 Penalty: 6000.614746
	Iteration 22Q: 3 clusters Score -2.114101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -21141022.000000 Penalty: 6000.614746
	Iteration 23Q: 3 clusters Score -2.114102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 177421 members 
Entering Unmasked Estep 
Score: -21141020.000000 Penalty: 6000.614746
	Iteration 24Q: 3 clusters Score -2.114102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -21141014.000000 Penalty: 6000.614746
	Iteration 25Q: 3 clusters Score -2.114101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 177433 members 
Entering Unmasked Estep 
Score: -21141010.000000 Penalty: 6000.614746
	Iteration 26Q: 3 clusters Score -2.114101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -21141018.000000 Penalty: 6000.614746
	Iteration 27Q: 3 clusters Score -2.114102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 177439 members 
Entering Unmasked Estep 
Score: -21141032.000000 Penalty: 6000.614746
	Iteration 28Q: 3 clusters Score -2.114103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -21141044.000000 Penalty: 6000.614746
	Iteration 29Q: 3 clusters Score -2.114104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -21141058.000000 Penalty: 6000.614746
	Iteration 30Q: 3 clusters Score -2.114106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.614746
	Iteration 31Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.614746
	Iteration 32Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 33Q: 3 clusters Score -2.114105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 34Q: 3 clusters Score -2.114105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141062.000000 Penalty: 6000.614746
	Iteration 35Q: 3 clusters Score -2.114106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -21141042.000000 Penalty: 6000.614746
	Iteration 36Q: 3 clusters Score -2.114104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -21141036.000000 Penalty: 6000.614746
	Iteration 37Q: 3 clusters Score -2.114104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 38Q: 3 clusters Score -2.114105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -21141040.000000 Penalty: 6000.614746
	Iteration 39Q: 3 clusters Score -2.114104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -21141048.000000 Penalty: 6000.614746
	Iteration 40F: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -21141040.000000 Penalty: 6000.614746
	Iteration 41Q: 3 clusters Score -2.114104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141048.000000 Penalty: 6000.614746
	Iteration 42Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -21141040.000000 Penalty: 6000.614746
	Iteration 43Q: 3 clusters Score -2.114104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -21141038.000000 Penalty: 6000.614746
	Iteration 44Q: 3 clusters Score -2.114104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -21141044.000000 Penalty: 6000.614746
	Iteration 45Q: 3 clusters Score -2.114104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -21141056.000000 Penalty: 6000.614746
	Iteration 46Q: 3 clusters Score -2.114106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.614746
	Iteration 47Q: 3 clusters Score -2.114105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -21141048.000000 Penalty: 6000.614746
	Iteration 48Q: 3 clusters Score -2.114105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 49Q: 3 clusters Score -2.114105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -21141044.000000 Penalty: 6000.614746
	Iteration 50Q: 3 clusters Score -2.114104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 177444 members 
Entering Unmasked Estep 
Score: -21141052.000000 Penalty: 6000.614746
	Iteration 51Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 52Q: 3 clusters Score -2.114105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 177439 members 
Entering Unmasked Estep 
Score: -21141040.000000 Penalty: 6000.614746
	Iteration 53Q: 3 clusters Score -2.114104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -21141048.000000 Penalty: 6000.614746
	Iteration 54Q: 3 clusters Score -2.114105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -21141052.000000 Penalty: 6000.614746
	Iteration 55Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 177449 members 
Entering Unmasked Estep 
Score: -21141050.000000 Penalty: 6000.614746
	Iteration 56Q: 3 clusters Score -2.114105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 177454 members 
Entering Unmasked Estep 
Score: -21141062.000000 Penalty: 6000.614746
	Iteration 57Q: 3 clusters Score -2.114106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -21141060.000000 Penalty: 6000.614746
	Iteration 58Q: 3 clusters Score -2.114106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 177457 members 
Entering Unmasked Estep 
Score: -21141044.000000 Penalty: 6000.614746
	Iteration 59Q: 3 clusters Score -2.114104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -21141038.000000 Penalty: 6000.614746
	Iteration 60F: 3 clusters Score -2.114104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 61Q: 3 clusters Score -2.114105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -21141046.000000 Penalty: 6000.614746
	Iteration 62F: 3 clusters Score -2.114105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -337754.031250 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -337754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -334530.250000 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -334530.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -335151.093750 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -335151.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335304.843750 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -335304.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -335410.343750 Penalty: 3961.643555
	Iteration 3Q: 3 clusters Score -335410.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -335492.062500 Penalty: 3961.643555
	Iteration 4Q: 3 clusters Score -335492.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -335541.000000 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -335541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -335579.343750 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -335579.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -335612.750000 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -335612.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -335641.062500 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -335641.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -335655.781250 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -335655.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -335672.437500 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -335672.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -335696.343750 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -335696.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -335717.062500 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -335717.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -335728.750000 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -335728.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -335738.000000 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -335738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -335747.906250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -335747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -335753.812500 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -335753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -335757.656250 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -335757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -335762.718750 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -335762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -335766.437500 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -335766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -335769.093750 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -335769.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -335774.375000 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -335774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -335779.937500 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -335779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -335785.625000 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -335785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -335792.531250 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -335792.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -335800.375000 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -335800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -335815.500000 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -335815.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -335826.468750 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -335826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -335841.156250 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -335841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -335855.750000 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -335855.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -335871.281250 Penalty: 3961.643555
	Iteration 30Q: 3 clusters Score -335871.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -335893.187500 Penalty: 3961.643555
	Iteration 31Q: 3 clusters Score -335893.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -335919.343750 Penalty: 3961.643555
	Iteration 32Q: 3 clusters Score -335919.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -335943.375000 Penalty: 3961.643555
	Iteration 33Q: 3 clusters Score -335943.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -335958.187500 Penalty: 3961.643555
	Iteration 34Q: 3 clusters Score -335958.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -335971.843750 Penalty: 3961.643555
	Iteration 35Q: 3 clusters Score -335971.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -335980.312500 Penalty: 3961.643555
	Iteration 36Q: 3 clusters Score -335980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -335988.187500 Penalty: 3961.643555
	Iteration 37Q: 3 clusters Score -335988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -335993.250000 Penalty: 3961.643555
	Iteration 38Q: 3 clusters Score -335993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -335997.875000 Penalty: 3961.643555
	Iteration 39Q: 3 clusters Score -335997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -336005.593750 Penalty: 3961.643555
	Iteration 40F: 3 clusters Score -336005.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -336010.187500 Penalty: 3961.643555
	Iteration 41Q: 3 clusters Score -336010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -336014.250000 Penalty: 3961.643555
	Iteration 42Q: 3 clusters Score -336014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -336016.468750 Penalty: 3961.643555
	Iteration 43Q: 3 clusters Score -336016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -336021.750000 Penalty: 3961.643555
	Iteration 44Q: 3 clusters Score -336021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -336027.156250 Penalty: 3961.643555
	Iteration 45Q: 3 clusters Score -336027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -336030.125000 Penalty: 3961.643555
	Iteration 46Q: 3 clusters Score -336030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -336031.906250 Penalty: 3961.643555
	Iteration 47Q: 3 clusters Score -336031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336032.593750 Penalty: 3961.643555
	Iteration 48Q: 3 clusters Score -336032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -336034.687500 Penalty: 3961.643555
	Iteration 49Q: 3 clusters Score -336034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -336036.843750 Penalty: 3961.643555
	Iteration 50Q: 3 clusters Score -336036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -336038.062500 Penalty: 3961.643555
	Iteration 51Q: 3 clusters Score -336038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -336040.437500 Penalty: 3961.643555
	Iteration 52Q: 3 clusters Score -336040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -336042.625000 Penalty: 3961.643555
	Iteration 53Q: 3 clusters Score -336042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -336043.718750 Penalty: 3961.643555
	Iteration 54Q: 3 clusters Score -336043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -336044.593750 Penalty: 3961.643555
	Iteration 55Q: 3 clusters Score -336044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -336045.906250 Penalty: 3961.643555
	Iteration 56Q: 3 clusters Score -336045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -336046.750000 Penalty: 3961.643555
	Iteration 57Q: 3 clusters Score -336046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -336046.750000 Penalty: 3961.643555
	Iteration 58F: 3 clusters Score -336046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Entering Unmasked Estep 
Score: -8166610.000000 Penalty: 2761.736084
	Iteration 0F: 2 clusters Score -8166610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8120595.000000 Penalty: 5523.472168
	Iteration 0F: 3 clusters Score -8120595 nChanged 32173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -8138693.000000 Penalty: 5523.472168
	Iteration 1F: 3 clusters Score -8138693 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -8139227.500000 Penalty: 5523.472168
	Iteration 2Q: 3 clusters Score -8139228 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8139886.000000 Penalty: 5523.472168
	Iteration 3Q: 3 clusters Score -8139886 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8140830.000000 Penalty: 5523.472168
	Iteration 4Q: 3 clusters Score -8140830 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -8142218.000000 Penalty: 5523.472168
	Iteration 5Q: 3 clusters Score -8142218 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -8144379.000000 Penalty: 5523.472168
	Iteration 6F: 3 clusters Score -8144379 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8147591.500000 Penalty: 5523.472168
	Iteration 7F: 3 clusters Score -8147592 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -8151728.000000 Penalty: 5523.472168
	Iteration 8F: 3 clusters Score -8151728 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8155293.000000 Penalty: 5523.472168
	Iteration 9F: 3 clusters Score -8155293 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -8157113.500000 Penalty: 5523.472168
	Iteration 10F: 3 clusters Score -8157114 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8157963.500000 Penalty: 5523.472168
	Iteration 11Q: 3 clusters Score -8157964 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -8158509.500000 Penalty: 5523.472168
	Iteration 12Q: 3 clusters Score -8158510 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -8158990.000000 Penalty: 5523.472168
	Iteration 13Q: 3 clusters Score -8158990 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -8159454.000000 Penalty: 5523.472168
	Iteration 14Q: 3 clusters Score -8159454 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -8159863.000000 Penalty: 5523.472168
	Iteration 15Q: 3 clusters Score -8159863 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -8160192.000000 Penalty: 5523.472168
	Iteration 16Q: 3 clusters Score -8160192 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -8160480.500000 Penalty: 5523.472168
	Iteration 17Q: 3 clusters Score -8160480 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -8160741.000000 Penalty: 5523.472168
	Iteration 18Q: 3 clusters Score -8160741 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -8161009.000000 Penalty: 5523.472168
	Iteration 19Q: 3 clusters Score -8161009 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -8161168.000000 Penalty: 5523.472168
	Iteration 20F: 3 clusters Score -8161168 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -8161374.500000 Penalty: 5523.472168
	Iteration 21Q: 3 clusters Score -8161374 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -8161626.000000 Penalty: 5523.472168
	Iteration 22Q: 3 clusters Score -8161626 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -8161837.000000 Penalty: 5523.472168
	Iteration 23Q: 3 clusters Score -8161837 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -8161987.500000 Penalty: 5523.472168
	Iteration 24Q: 3 clusters Score -8161988 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -8162162.000000 Penalty: 5523.472168
	Iteration 25Q: 3 clusters Score -8162162 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -8162363.000000 Penalty: 5523.472168
	Iteration 26Q: 3 clusters Score -8162363 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -8162482.500000 Penalty: 5523.472168
	Iteration 27Q: 3 clusters Score -8162482 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -8162639.500000 Penalty: 5523.472168
	Iteration 28Q: 3 clusters Score -8162640 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -8162804.500000 Penalty: 5523.472168
	Iteration 29Q: 3 clusters Score -8162804 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -8162930.000000 Penalty: 5523.472168
	Iteration 30Q: 3 clusters Score -8162930 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -8163029.000000 Penalty: 5523.472168
	Iteration 31Q: 3 clusters Score -8163029 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -8163137.000000 Penalty: 5523.472168
	Iteration 32Q: 3 clusters Score -8163137 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -8163288.000000 Penalty: 5523.472168
	Iteration 33Q: 3 clusters Score -8163288 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -8163394.500000 Penalty: 5523.472168
	Iteration 34Q: 3 clusters Score -8163394 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -8163515.000000 Penalty: 5523.472168
	Iteration 35Q: 3 clusters Score -8163515 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -8163636.500000 Penalty: 5523.472168
	Iteration 36Q: 3 clusters Score -8163636 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8163736.000000 Penalty: 5523.472168
	Iteration 37Q: 3 clusters Score -8163736 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -8163829.000000 Penalty: 5523.472168
	Iteration 38Q: 3 clusters Score -8163829 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -8163903.000000 Penalty: 5523.472168
	Iteration 39Q: 3 clusters Score -8163903 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8164023.000000 Penalty: 5523.472168
	Iteration 40F: 3 clusters Score -8164023 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -8164127.500000 Penalty: 5523.472168
	Iteration 41Q: 3 clusters Score -8164128 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -8164202.000000 Penalty: 5523.472168
	Iteration 42Q: 3 clusters Score -8164202 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -8164266.500000 Penalty: 5523.472168
	Iteration 43Q: 3 clusters Score -8164266 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -8164294.000000 Penalty: 5523.472168
	Iteration 44Q: 3 clusters Score -8164294 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -8164324.500000 Penalty: 5523.472168
	Iteration 45Q: 3 clusters Score -8164324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -8164368.000000 Penalty: 5523.472168
	Iteration 46Q: 3 clusters Score -8164368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -8164402.500000 Penalty: 5523.472168
	Iteration 47Q: 3 clusters Score -8164402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -8164420.500000 Penalty: 5523.472168
	Iteration 48Q: 3 clusters Score -8164420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -8164424.500000 Penalty: 5523.472168
	Iteration 49Q: 3 clusters Score -8164424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -8164454.000000 Penalty: 5523.472168
	Iteration 50Q: 3 clusters Score -8164454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -8164481.500000 Penalty: 5523.472168
	Iteration 51Q: 3 clusters Score -8164482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -8164499.000000 Penalty: 5523.472168
	Iteration 52Q: 3 clusters Score -8164499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -8164518.500000 Penalty: 5523.472168
	Iteration 53Q: 3 clusters Score -8164518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -8164529.500000 Penalty: 5523.472168
	Iteration 54Q: 3 clusters Score -8164530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -8164549.500000 Penalty: 5523.472168
	Iteration 55Q: 3 clusters Score -8164550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -8164541.000000 Penalty: 5523.472168
	Iteration 56Q: 3 clusters Score -8164541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -8164538.500000 Penalty: 5523.472168
	Iteration 57Q: 3 clusters Score -8164538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -8164549.000000 Penalty: 5523.472168
	Iteration 58Q: 3 clusters Score -8164549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -8164559.000000 Penalty: 5523.472168
	Iteration 59Q: 3 clusters Score -8164559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -8164565.500000 Penalty: 5523.472168
	Iteration 60F: 3 clusters Score -8164566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -8164571.500000 Penalty: 5523.472168
	Iteration 61Q: 3 clusters Score -8164572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -8164576.500000 Penalty: 5523.472168
	Iteration 62Q: 3 clusters Score -8164576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -8164580.500000 Penalty: 5523.472168
	Iteration 63Q: 3 clusters Score -8164580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -8164594.000000 Penalty: 5523.472168
	Iteration 64Q: 3 clusters Score -8164594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8164611.000000 Penalty: 5523.472168
	Iteration 65Q: 3 clusters Score -8164611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -8164611.000000 Penalty: 5523.472168
	Iteration 66Q: 3 clusters Score -8164611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -8164617.000000 Penalty: 5523.472168
	Iteration 67Q: 3 clusters Score -8164617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -8164616.500000 Penalty: 5523.472168
	Iteration 68Q: 3 clusters Score -8164616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -8164611.000000 Penalty: 5523.472168
	Iteration 69Q: 3 clusters Score -8164611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -8164618.500000 Penalty: 5523.472168
	Iteration 70Q: 3 clusters Score -8164618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8164634.000000 Penalty: 5523.472168
	Iteration 71Q: 3 clusters Score -8164634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -8164633.000000 Penalty: 5523.472168
	Iteration 72Q: 3 clusters Score -8164633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -8164650.500000 Penalty: 5523.472168
	Iteration 73Q: 3 clusters Score -8164650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -8164668.500000 Penalty: 5523.472168
	Iteration 74Q: 3 clusters Score -8164668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -8164669.500000 Penalty: 5523.472168
	Iteration 75Q: 3 clusters Score -8164670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 66378 members 
Entering Unmasked Estep 
Score: -8164680.000000 Penalty: 5523.472168
	Iteration 76Q: 3 clusters Score -8164680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -8164685.000000 Penalty: 5523.472168
	Iteration 77Q: 3 clusters Score -8164685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8164684.000000 Penalty: 5523.472168
	Iteration 78Q: 3 clusters Score -8164684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -8164691.000000 Penalty: 5523.472168
	Iteration 79Q: 3 clusters Score -8164691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -8164688.500000 Penalty: 5523.472168
	Iteration 80F: 3 clusters Score -8164688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -8164685.500000 Penalty: 5523.472168
	Iteration 81Q: 3 clusters Score -8164686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -8164685.000000 Penalty: 5523.472168
	Iteration 82Q: 3 clusters Score -8164685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -8164684.000000 Penalty: 5523.472168
	Iteration 83Q: 3 clusters Score -8164684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8164674.500000 Penalty: 5523.472168
	Iteration 84Q: 3 clusters Score -8164674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -8164677.000000 Penalty: 5523.472168
	Iteration 85Q: 3 clusters Score -8164677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -8164687.500000 Penalty: 5523.472168
	Iteration 86Q: 3 clusters Score -8164688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -8164687.500000 Penalty: 5523.472168
	Iteration 87Q: 3 clusters Score -8164688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -8164687.000000 Penalty: 5523.472168
	Iteration 88Q: 3 clusters Score -8164687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -8164687.500000 Penalty: 5523.472168
	Iteration 89Q: 3 clusters Score -8164688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -8164687.000000 Penalty: 5523.472168
	Iteration 90Q: 3 clusters Score -8164687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8164690.000000 Penalty: 5523.472168
	Iteration 91Q: 3 clusters Score -8164690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -8164695.000000 Penalty: 5523.472168
	Iteration 92Q: 3 clusters Score -8164695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -8164691.000000 Penalty: 5523.472168
	Iteration 93Q: 3 clusters Score -8164691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -8164699.500000 Penalty: 5523.472168
	Iteration 94Q: 3 clusters Score -8164700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -8164700.500000 Penalty: 5523.472168
	Iteration 95Q: 3 clusters Score -8164700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -8164703.000000 Penalty: 5523.472168
	Iteration 96Q: 3 clusters Score -8164703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8164690.500000 Penalty: 5523.472168
	Iteration 97Q: 3 clusters Score -8164690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -8164691.500000 Penalty: 5523.472168
	Iteration 98Q: 3 clusters Score -8164692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -8164700.000000 Penalty: 5523.472168
	Iteration 99Q: 3 clusters Score -8164700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -8164696.500000 Penalty: 5523.472168
	Iteration 100F: 3 clusters Score -8164696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -8164698.000000 Penalty: 5523.472168
	Iteration 101Q: 3 clusters Score -8164698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -8164700.000000 Penalty: 5523.472168
	Iteration 102Q: 3 clusters Score -8164700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8164706.500000 Penalty: 5523.472168
	Iteration 103Q: 3 clusters Score -8164706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -8164712.500000 Penalty: 5523.472168
	Iteration 104Q: 3 clusters Score -8164712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -8164711.000000 Penalty: 5523.472168
	Iteration 105Q: 3 clusters Score -8164711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -8164710.500000 Penalty: 5523.472168
	Iteration 106Q: 3 clusters Score -8164710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -8164724.500000 Penalty: 5523.472168
	Iteration 107Q: 3 clusters Score -8164724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -8164719.000000 Penalty: 5523.472168
	Iteration 108Q: 3 clusters Score -8164719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -8164721.500000 Penalty: 5523.472168
	Iteration 109Q: 3 clusters Score -8164722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -8164726.500000 Penalty: 5523.472168
	Iteration 110Q: 3 clusters Score -8164726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8164730.500000 Penalty: 5523.472168
	Iteration 111Q: 3 clusters Score -8164730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8164727.500000 Penalty: 5523.472168
	Iteration 112Q: 3 clusters Score -8164728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -8164738.500000 Penalty: 5523.472168
	Iteration 113Q: 3 clusters Score -8164738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -8164732.000000 Penalty: 5523.472168
	Iteration 114Q: 3 clusters Score -8164732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -8164743.000000 Penalty: 5523.472168
	Iteration 115Q: 3 clusters Score -8164743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8164752.000000 Penalty: 5523.472168
	Iteration 116Q: 3 clusters Score -8164752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8164755.500000 Penalty: 5523.472168
	Iteration 117Q: 3 clusters Score -8164756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8164758.500000 Penalty: 5523.472168
	Iteration 118Q: 3 clusters Score -8164758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -8164754.000000 Penalty: 5523.472168
	Iteration 119Q: 3 clusters Score -8164754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8164750.500000 Penalty: 5523.472168
	Iteration 120F: 3 clusters Score -8164750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8164754.500000 Penalty: 5523.472168
	Iteration 121Q: 3 clusters Score -8164754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -8164748.000000 Penalty: 5523.472168
	Iteration 122Q: 3 clusters Score -8164748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8164748.500000 Penalty: 5523.472168
	Iteration 123Q: 3 clusters Score -8164748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -8164749.000000 Penalty: 5523.472168
	Iteration 124Q: 3 clusters Score -8164749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8164762.500000 Penalty: 5523.472168
	Iteration 125Q: 3 clusters Score -8164762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -8164765.500000 Penalty: 5523.472168
	Iteration 126Q: 3 clusters Score -8164766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -8164766.000000 Penalty: 5523.472168
	Iteration 127Q: 3 clusters Score -8164766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -8164768.000000 Penalty: 5523.472168
	Iteration 128Q: 3 clusters Score -8164768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -8164781.000000 Penalty: 5523.472168
	Iteration 129Q: 3 clusters Score -8164781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -8164784.500000 Penalty: 5523.472168
	Iteration 130Q: 3 clusters Score -8164784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -8164794.000000 Penalty: 5523.472168
	Iteration 131Q: 3 clusters Score -8164794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -8164783.000000 Penalty: 5523.472168
	Iteration 132Q: 3 clusters Score -8164783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -8164785.000000 Penalty: 5523.472168
	Iteration 133Q: 3 clusters Score -8164785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8164785.000000 Penalty: 5523.472168
	Iteration 134Q: 3 clusters Score -8164785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8164785.000000 Penalty: 5523.472168
	Iteration 135F: 3 clusters Score -8164785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Entering Unmasked Estep 
Score: -5170423.500000 Penalty: 2658.165527
	Iteration 0F: 2 clusters Score -5170424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5139945.000000 Penalty: 5316.331055
	Iteration 0F: 3 clusters Score -5139945 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5151279.500000 Penalty: 5316.331055
	Iteration 1F: 3 clusters Score -5151280 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5151840.000000 Penalty: 5316.331055
	Iteration 2Q: 3 clusters Score -5151840 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5152528.000000 Penalty: 5316.331055
	Iteration 3Q: 3 clusters Score -5152528 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5153350.000000 Penalty: 5316.331055
	Iteration 4Q: 3 clusters Score -5153350 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5154535.000000 Penalty: 5316.331055
	Iteration 5F: 3 clusters Score -5154535 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5156237.500000 Penalty: 5316.331055
	Iteration 6F: 3 clusters Score -5156238 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5158816.000000 Penalty: 5316.331055
	Iteration 7F: 3 clusters Score -5158816 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5161916.000000 Penalty: 5316.331055
	Iteration 8F: 3 clusters Score -5161916 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5164736.000000 Penalty: 5316.331055
	Iteration 9F: 3 clusters Score -5164736 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5166614.000000 Penalty: 5316.331055
	Iteration 10Q: 3 clusters Score -5166614 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5167510.500000 Penalty: 5316.331055
	Iteration 11Q: 3 clusters Score -5167510 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5167878.000000 Penalty: 5316.331055
	Iteration 12Q: 3 clusters Score -5167878 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5168050.500000 Penalty: 5316.331055
	Iteration 13Q: 3 clusters Score -5168050 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5168151.500000 Penalty: 5316.331055
	Iteration 14Q: 3 clusters Score -5168152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5168216.000000 Penalty: 5316.331055
	Iteration 15Q: 3 clusters Score -5168216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5168250.500000 Penalty: 5316.331055
	Iteration 16Q: 3 clusters Score -5168250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5168277.000000 Penalty: 5316.331055
	Iteration 17Q: 3 clusters Score -5168277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5168304.000000 Penalty: 5316.331055
	Iteration 18Q: 3 clusters Score -5168304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5168323.500000 Penalty: 5316.331055
	Iteration 19Q: 3 clusters Score -5168324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5168331.500000 Penalty: 5316.331055
	Iteration 20F: 3 clusters Score -5168332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5168335.500000 Penalty: 5316.331055
	Iteration 21Q: 3 clusters Score -5168336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5168342.500000 Penalty: 5316.331055
	Iteration 22Q: 3 clusters Score -5168342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5168342.500000 Penalty: 5316.331055
	Iteration 23Q: 3 clusters Score -5168342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5168347.000000 Penalty: 5316.331055
	Iteration 24Q: 3 clusters Score -5168347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5168350.500000 Penalty: 5316.331055
	Iteration 25Q: 3 clusters Score -5168350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5168351.500000 Penalty: 5316.331055
	Iteration 26Q: 3 clusters Score -5168352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5168353.500000 Penalty: 5316.331055
	Iteration 27Q: 3 clusters Score -5168354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5168360.500000 Penalty: 5316.331055
	Iteration 28Q: 3 clusters Score -5168360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5168360.500000 Penalty: 5316.331055
	Iteration 29Q: 3 clusters Score -5168360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5168360.000000 Penalty: 5316.331055
	Iteration 30Q: 3 clusters Score -5168360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5168360.000000 Penalty: 5316.331055
	Iteration 31F: 3 clusters Score -5168360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Entering Unmasked Estep 
Score: -20125150.000000 Penalty: 2987.210938
	Iteration 0F: 2 clusters Score -2.012515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -20014488.000000 Penalty: 5974.421875
	Iteration 0F: 3 clusters Score -2.001449e+07 nChanged 81623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 89039 members 
Entering Unmasked Estep 
Score: -20062212.000000 Penalty: 5974.421875
	Iteration 1F: 3 clusters Score -2.006221e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -20063190.000000 Penalty: 5974.421875
	Iteration 2Q: 3 clusters Score -2.006319e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -20064922.000000 Penalty: 5974.421875
	Iteration 3Q: 3 clusters Score -2.006492e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -20067798.000000 Penalty: 5974.421875
	Iteration 4Q: 3 clusters Score -2.00678e+07 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -20072960.000000 Penalty: 5974.421875
	Iteration 5F: 3 clusters Score -2.007296e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -20081916.000000 Penalty: 5974.421875
	Iteration 6F: 3 clusters Score -2.008192e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -20093992.000000 Penalty: 5974.421875
	Iteration 7F: 3 clusters Score -2.009399e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 141837 members 
Entering Unmasked Estep 
Score: -20105942.000000 Penalty: 5974.421875
	Iteration 8F: 3 clusters Score -2.010594e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 149531 members 
Entering Unmasked Estep 
Score: -20113984.000000 Penalty: 5974.421875
	Iteration 9F: 3 clusters Score -2.011398e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 153805 members 
Entering Unmasked Estep 
Score: -20118278.000000 Penalty: 5974.421875
	Iteration 10Q: 3 clusters Score -2.011828e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -20120440.000000 Penalty: 5974.421875
	Iteration 11Q: 3 clusters Score -2.012044e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -20121506.000000 Penalty: 5974.421875
	Iteration 12Q: 3 clusters Score -2.012151e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -20122146.000000 Penalty: 5974.421875
	Iteration 13Q: 3 clusters Score -2.012215e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 161407 members 
Entering Unmasked Estep 
Score: -20122456.000000 Penalty: 5974.421875
	Iteration 14Q: 3 clusters Score -2.012246e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -20122732.000000 Penalty: 5974.421875
	Iteration 15Q: 3 clusters Score -2.012273e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 163333 members 
Entering Unmasked Estep 
Score: -20122846.000000 Penalty: 5974.421875
	Iteration 16Q: 3 clusters Score -2.012285e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -20122950.000000 Penalty: 5974.421875
	Iteration 17Q: 3 clusters Score -2.012295e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -20123024.000000 Penalty: 5974.421875
	Iteration 18Q: 3 clusters Score -2.012302e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -20123106.000000 Penalty: 5974.421875
	Iteration 19Q: 3 clusters Score -2.012311e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 165479 members 
Entering Unmasked Estep 
Score: -20123146.000000 Penalty: 5974.421875
	Iteration 20F: 3 clusters Score -2.012315e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -20123134.000000 Penalty: 5974.421875
	Iteration 21Q: 3 clusters Score -2.012313e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -20123140.000000 Penalty: 5974.421875
	Iteration 22Q: 3 clusters Score -2.012314e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -20123200.000000 Penalty: 5974.421875
	Iteration 23Q: 3 clusters Score -2.01232e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -20123182.000000 Penalty: 5974.421875
	Iteration 24Q: 3 clusters Score -2.012318e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 166768 members 
Entering Unmasked Estep 
Score: -20123220.000000 Penalty: 5974.421875
	Iteration 25Q: 3 clusters Score -2.012322e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 166949 members 
Entering Unmasked Estep 
Score: -20123202.000000 Penalty: 5974.421875
	Iteration 26Q: 3 clusters Score -2.01232e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 167104 members 
Entering Unmasked Estep 
Score: -20123200.000000 Penalty: 5974.421875
	Iteration 27Q: 3 clusters Score -2.01232e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 167234 members 
Entering Unmasked Estep 
Score: -20123182.000000 Penalty: 5974.421875
	Iteration 28Q: 3 clusters Score -2.012318e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -20123186.000000 Penalty: 5974.421875
	Iteration 29Q: 3 clusters Score -2.012319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -20123212.000000 Penalty: 5974.421875
	Iteration 30Q: 3 clusters Score -2.012321e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -20123186.000000 Penalty: 5974.421875
	Iteration 31Q: 3 clusters Score -2.012319e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 167558 members 
Entering Unmasked Estep 
Score: -20123182.000000 Penalty: 5974.421875
	Iteration 32Q: 3 clusters Score -2.012318e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -20123176.000000 Penalty: 5974.421875
	Iteration 33Q: 3 clusters Score -2.012318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -20123142.000000 Penalty: 5974.421875
	Iteration 34Q: 3 clusters Score -2.012314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -20123144.000000 Penalty: 5974.421875
	Iteration 35Q: 3 clusters Score -2.012314e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -20123138.000000 Penalty: 5974.421875
	Iteration 36Q: 3 clusters Score -2.012314e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 167831 members 
Entering Unmasked Estep 
Score: -20123138.000000 Penalty: 5974.421875
	Iteration 37Q: 3 clusters Score -2.012314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -20123156.000000 Penalty: 5974.421875
	Iteration 38Q: 3 clusters Score -2.012316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 167935 members 
Entering Unmasked Estep 
Score: -20123162.000000 Penalty: 5974.421875
	Iteration 39Q: 3 clusters Score -2.012316e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -20123186.000000 Penalty: 5974.421875
	Iteration 40F: 3 clusters Score -2.012319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 168020 members 
Entering Unmasked Estep 
Score: -20123170.000000 Penalty: 5974.421875
	Iteration 41Q: 3 clusters Score -2.012317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 168048 members 
Entering Unmasked Estep 
Score: -20123166.000000 Penalty: 5974.421875
	Iteration 42Q: 3 clusters Score -2.012317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -20123190.000000 Penalty: 5974.421875
	Iteration 43Q: 3 clusters Score -2.012319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 168080 members 
Entering Unmasked Estep 
Score: -20123206.000000 Penalty: 5974.421875
	Iteration 44Q: 3 clusters Score -2.012321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -20123198.000000 Penalty: 5974.421875
	Iteration 45Q: 3 clusters Score -2.01232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -20123212.000000 Penalty: 5974.421875
	Iteration 46Q: 3 clusters Score -2.012321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 168110 members 
Entering Unmasked Estep 
Score: -20123200.000000 Penalty: 5974.421875
	Iteration 47Q: 3 clusters Score -2.01232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -20123216.000000 Penalty: 5974.421875
	Iteration 48Q: 3 clusters Score -2.012322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -20123230.000000 Penalty: 5974.421875
	Iteration 49Q: 3 clusters Score -2.012323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -20123230.000000 Penalty: 5974.421875
	Iteration 50Q: 3 clusters Score -2.012323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -20123248.000000 Penalty: 5974.421875
	Iteration 51Q: 3 clusters Score -2.012325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -20123240.000000 Penalty: 5974.421875
	Iteration 52Q: 3 clusters Score -2.012324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -20123232.000000 Penalty: 5974.421875
	Iteration 53Q: 3 clusters Score -2.012323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -20123240.000000 Penalty: 5974.421875
	Iteration 54Q: 3 clusters Score -2.012324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -20123240.000000 Penalty: 5974.421875
	Iteration 55Q: 3 clusters Score -2.012324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -20123244.000000 Penalty: 5974.421875
	Iteration 56Q: 3 clusters Score -2.012324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 168186 members 
Entering Unmasked Estep 
Score: -20123232.000000 Penalty: 5974.421875
	Iteration 57Q: 3 clusters Score -2.012323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -20123216.000000 Penalty: 5974.421875
	Iteration 58Q: 3 clusters Score -2.012322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -20123210.000000 Penalty: 5974.421875
	Iteration 59Q: 3 clusters Score -2.012321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -20123228.000000 Penalty: 5974.421875
	Iteration 60F: 3 clusters Score -2.012323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 168241 members 
Entering Unmasked Estep 
Score: -20123188.000000 Penalty: 5974.421875
	Iteration 61Q: 3 clusters Score -2.012319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 168266 members 
Entering Unmasked Estep 
Score: -20123192.000000 Penalty: 5974.421875
	Iteration 62Q: 3 clusters Score -2.012319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -20123178.000000 Penalty: 5974.421875
	Iteration 63Q: 3 clusters Score -2.012318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -20123190.000000 Penalty: 5974.421875
	Iteration 64Q: 3 clusters Score -2.012319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -20123196.000000 Penalty: 5974.421875
	Iteration 65Q: 3 clusters Score -2.01232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 168307 members 
Entering Unmasked Estep 
Score: -20123208.000000 Penalty: 5974.421875
	Iteration 66Q: 3 clusters Score -2.012321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -20123198.000000 Penalty: 5974.421875
	Iteration 67Q: 3 clusters Score -2.01232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -20123196.000000 Penalty: 5974.421875
	Iteration 68Q: 3 clusters Score -2.01232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -20123194.000000 Penalty: 5974.421875
	Iteration 69Q: 3 clusters Score -2.012319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 168327 members 
Entering Unmasked Estep 
Score: -20123220.000000 Penalty: 5974.421875
	Iteration 70Q: 3 clusters Score -2.012322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -20123212.000000 Penalty: 5974.421875
	Iteration 71Q: 3 clusters Score -2.012321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -20123216.000000 Penalty: 5974.421875
	Iteration 72Q: 3 clusters Score -2.012322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 168342 members 
Entering Unmasked Estep 
Score: -20123204.000000 Penalty: 5974.421875
	Iteration 73Q: 3 clusters Score -2.01232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -20123198.000000 Penalty: 5974.421875
	Iteration 74Q: 3 clusters Score -2.01232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -20123218.000000 Penalty: 5974.421875
	Iteration 75Q: 3 clusters Score -2.012322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 168355 members 
Entering Unmasked Estep 
Score: -20123210.000000 Penalty: 5974.421875
	Iteration 76Q: 3 clusters Score -2.012321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -20123210.000000 Penalty: 5974.421875
	Iteration 77Q: 3 clusters Score -2.012321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -20123216.000000 Penalty: 5974.421875
	Iteration 78Q: 3 clusters Score -2.012322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -20123208.000000 Penalty: 5974.421875
	Iteration 79Q: 3 clusters Score -2.012321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -20123202.000000 Penalty: 5974.421875
	Iteration 80F: 3 clusters Score -2.01232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -20123194.000000 Penalty: 5974.421875
	Iteration 81Q: 3 clusters Score -2.012319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -20123200.000000 Penalty: 5974.421875
	Iteration 82Q: 3 clusters Score -2.01232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -20123220.000000 Penalty: 5974.421875
	Iteration 83Q: 3 clusters Score -2.012322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -20123200.000000 Penalty: 5974.421875
	Iteration 84Q: 3 clusters Score -2.01232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -20123204.000000 Penalty: 5974.421875
	Iteration 85Q: 3 clusters Score -2.01232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 168434 members 
Entering Unmasked Estep 
Score: -20123222.000000 Penalty: 5974.421875
	Iteration 86Q: 3 clusters Score -2.012322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -20123206.000000 Penalty: 5974.421875
	Iteration 87Q: 3 clusters Score -2.012321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -20123214.000000 Penalty: 5974.421875
	Iteration 88Q: 3 clusters Score -2.012321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -20123214.000000 Penalty: 5974.421875
	Iteration 89Q: 3 clusters Score -2.012321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -20123214.000000 Penalty: 5974.421875
	Iteration 90Q: 3 clusters Score -2.012321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -20123218.000000 Penalty: 5974.421875
	Iteration 91Q: 3 clusters Score -2.012322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -20123218.000000 Penalty: 5974.421875
	Iteration 92F: 3 clusters Score -2.012322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -266969.250000 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -266969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -264103.906250 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -264103.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -264612.218750 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -264612.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264735.500000 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -264735.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -264811.875000 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -264811.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264869.531250 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -264869.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -264913.593750 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -264913.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -264938.156250 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -264938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264956.343750 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -264956.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -264971.125000 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -264971.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -264982.656250 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -264982.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264992.156250 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -264992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -265001.562500 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -265001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -265010.562500 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -265010.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -265020.281250 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -265020.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -265025.750000 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -265025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -265032.406250 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -265032.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -265043.656250 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -265043.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265055.531250 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -265055.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -265063.875000 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -265063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -265068.281250 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -265068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -265073.843750 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -265073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265082.843750 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -265082.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -265091.687500 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -265091.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -265102.687500 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -265102.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -265113.843750 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -265113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -265118.656250 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -265118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -265119.687500 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -265119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -265120.531250 Penalty: 3856.536865
	Iteration 27Q: 3 clusters Score -265120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -265123.125000 Penalty: 3856.536865
	Iteration 28Q: 3 clusters Score -265123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -265124.750000 Penalty: 3856.536865
	Iteration 29Q: 3 clusters Score -265124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -265125.968750 Penalty: 3856.536865
	Iteration 30Q: 3 clusters Score -265126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -265126.468750 Penalty: 3856.536865
	Iteration 31Q: 3 clusters Score -265126.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -265126.562500 Penalty: 3856.536865
	Iteration 32Q: 3 clusters Score -265126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -265127.625000 Penalty: 3856.536865
	Iteration 33Q: 3 clusters Score -265127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -265130.531250 Penalty: 3856.536865
	Iteration 34Q: 3 clusters Score -265130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -265131.375000 Penalty: 3856.536865
	Iteration 35Q: 3 clusters Score -265131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -265131.375000 Penalty: 3856.536865
	Iteration 36F: 3 clusters Score -265131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -118205.343750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -118205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116207.687500 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -116207.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -116623.656250 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -116623.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117005.296875 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -117005.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117403.125000 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -117403.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117800.210938 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -117800.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118177.484375 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -118177.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118587.437500 Penalty: 3490.365723
	Iteration 6F: 3 clusters Score -118587.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118882.546875 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -118882.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118991.062500 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -118991.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119081.500000 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -119081.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119173.875000 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -119173.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119249.828125 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -119249.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119311.523438 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -119311.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119352.289062 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -119352.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119387.710938 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -119387.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119410.710938 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -119410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119423.523438 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -119423.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119437.906250 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -119437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119449.742188 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -119449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119457.132812 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -119457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119477.250000 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -119477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119518.601562 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -119518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119525.085938 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -119525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119525.085938 Penalty: 3490.365723
	Iteration 23F: 3 clusters Score -119525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68599 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170281 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 182156 members 
Mstep: Class 9 contains 217505 members 
Mstep: Class 10 contains 44116 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
Score: -118052936.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118053208.000000 to -118052936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (182156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Entering Unmasked Estep 
Score: -21640758.000000 Penalty: 3003.929443
	Iteration 0F: 2 clusters Score -2.164076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -21528682.000000 Penalty: 6007.858887
	Iteration 0F: 3 clusters Score -2.152868e+07 nChanged 87373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -21579780.000000 Penalty: 6007.858887
	Iteration 1F: 3 clusters Score -2.157978e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -21580556.000000 Penalty: 6007.858887
	Iteration 2Q: 3 clusters Score -2.158056e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -21581304.000000 Penalty: 6007.858887
	Iteration 3Q: 3 clusters Score -2.15813e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -21582226.000000 Penalty: 6007.858887
	Iteration 4Q: 3 clusters Score -2.158223e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100575 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -21583422.000000 Penalty: 6007.858887
	Iteration 5Q: 3 clusters Score -2.158342e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -21585386.000000 Penalty: 6007.858887
	Iteration 6Q: 3 clusters Score -2.158539e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -21588934.000000 Penalty: 6007.858887
	Iteration 7Q: 3 clusters Score -2.158893e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121622 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -21594806.000000 Penalty: 6007.858887
	Iteration 8F: 3 clusters Score -2.159481e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133577 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -21603656.000000 Penalty: 6007.858887
	Iteration 9F: 3 clusters Score -2.160366e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -21614184.000000 Penalty: 6007.858887
	Iteration 10F: 3 clusters Score -2.161418e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -21623724.000000 Penalty: 6007.858887
	Iteration 11F: 3 clusters Score -2.162372e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -21629760.000000 Penalty: 6007.858887
	Iteration 12Q: 3 clusters Score -2.162976e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -21633610.000000 Penalty: 6007.858887
	Iteration 13Q: 3 clusters Score -2.163361e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -21635608.000000 Penalty: 6007.858887
	Iteration 14Q: 3 clusters Score -2.163561e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -21636768.000000 Penalty: 6007.858887
	Iteration 15Q: 3 clusters Score -2.163677e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21637334.000000 Penalty: 6007.858887
	Iteration 16Q: 3 clusters Score -2.163733e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181176 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21637632.000000 Penalty: 6007.858887
	Iteration 17Q: 3 clusters Score -2.163763e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181464 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21637746.000000 Penalty: 6007.858887
	Iteration 18Q: 3 clusters Score -2.163775e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21637888.000000 Penalty: 6007.858887
	Iteration 19Q: 3 clusters Score -2.163789e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21637944.000000 Penalty: 6007.858887
	Iteration 20F: 3 clusters Score -2.163794e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181735 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21637978.000000 Penalty: 6007.858887
	Iteration 21Q: 3 clusters Score -2.163798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181764 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21637998.000000 Penalty: 6007.858887
	Iteration 22Q: 3 clusters Score -2.1638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21637990.000000 Penalty: 6007.858887
	Iteration 23Q: 3 clusters Score -2.163799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21638012.000000 Penalty: 6007.858887
	Iteration 24Q: 3 clusters Score -2.163801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181802 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21638028.000000 Penalty: 6007.858887
	Iteration 25Q: 3 clusters Score -2.163803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21638046.000000 Penalty: 6007.858887
	Iteration 26Q: 3 clusters Score -2.163805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21638034.000000 Penalty: 6007.858887
	Iteration 27Q: 3 clusters Score -2.163803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21638048.000000 Penalty: 6007.858887
	Iteration 28Q: 3 clusters Score -2.163805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21638048.000000 Penalty: 6007.858887
	Iteration 29F: 3 clusters Score -2.163805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217505 members 
Entering Unmasked Estep 
Score: -25574608.000000 Penalty: 3047.914307
	Iteration 0F: 2 clusters Score -2.557461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -25435456.000000 Penalty: 6095.828613
	Iteration 0F: 3 clusters Score -2.543546e+07 nChanged 104374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -25496150.000000 Penalty: 6095.828613
	Iteration 1F: 3 clusters Score -2.549615e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -25497084.000000 Penalty: 6095.828613
	Iteration 2Q: 3 clusters Score -2.549708e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114291 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -25498034.000000 Penalty: 6095.828613
	Iteration 3Q: 3 clusters Score -2.549803e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -25499830.000000 Penalty: 6095.828613
	Iteration 4Q: 3 clusters Score -2.549983e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -25502370.000000 Penalty: 6095.828613
	Iteration 5Q: 3 clusters Score -2.550237e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132452 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -25507196.000000 Penalty: 6095.828613
	Iteration 6Q: 3 clusters Score -2.55072e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -25515218.000000 Penalty: 6095.828613
	Iteration 7F: 3 clusters Score -2.551522e+07 nChanged 16025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -25527276.000000 Penalty: 6095.828613
	Iteration 8F: 3 clusters Score -2.552728e+07 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174537 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -25540796.000000 Penalty: 6095.828613
	Iteration 9F: 3 clusters Score -2.55408e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186906 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -25552252.000000 Penalty: 6095.828613
	Iteration 10F: 3 clusters Score -2.555225e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194754 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -25559234.000000 Penalty: 6095.828613
	Iteration 11Q: 3 clusters Score -2.555923e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -25563362.000000 Penalty: 6095.828613
	Iteration 12Q: 3 clusters Score -2.556336e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201932 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -25565662.000000 Penalty: 6095.828613
	Iteration 13Q: 3 clusters Score -2.556566e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203873 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -25567104.000000 Penalty: 6095.828613
	Iteration 14Q: 3 clusters Score -2.55671e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205399 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -25568038.000000 Penalty: 6095.828613
	Iteration 15Q: 3 clusters Score -2.556804e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206668 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -25568870.000000 Penalty: 6095.828613
	Iteration 16Q: 3 clusters Score -2.556887e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207762 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -25569596.000000 Penalty: 6095.828613
	Iteration 17Q: 3 clusters Score -2.55696e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -25569978.000000 Penalty: 6095.828613
	Iteration 18Q: 3 clusters Score -2.556998e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209436 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -25570448.000000 Penalty: 6095.828613
	Iteration 19Q: 3 clusters Score -2.557045e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210076 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -25570814.000000 Penalty: 6095.828613
	Iteration 20F: 3 clusters Score -2.557081e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210609 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -25571072.000000 Penalty: 6095.828613
	Iteration 21Q: 3 clusters Score -2.557107e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211058 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -25571288.000000 Penalty: 6095.828613
	Iteration 22Q: 3 clusters Score -2.557129e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211459 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -25571536.000000 Penalty: 6095.828613
	Iteration 23Q: 3 clusters Score -2.557154e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211806 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -25571614.000000 Penalty: 6095.828613
	Iteration 24Q: 3 clusters Score -2.557161e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -25571696.000000 Penalty: 6095.828613
	Iteration 25Q: 3 clusters Score -2.55717e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212331 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -25571770.000000 Penalty: 6095.828613
	Iteration 26Q: 3 clusters Score -2.557177e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212546 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -25571868.000000 Penalty: 6095.828613
	Iteration 27Q: 3 clusters Score -2.557187e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212723 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -25571952.000000 Penalty: 6095.828613
	Iteration 28Q: 3 clusters Score -2.557195e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212898 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -25572032.000000 Penalty: 6095.828613
	Iteration 29Q: 3 clusters Score -2.557203e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213050 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -25572120.000000 Penalty: 6095.828613
	Iteration 30Q: 3 clusters Score -2.557212e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213176 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -25572190.000000 Penalty: 6095.828613
	Iteration 31Q: 3 clusters Score -2.557219e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213307 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -25572284.000000 Penalty: 6095.828613
	Iteration 32Q: 3 clusters Score -2.557228e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213443 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -25572274.000000 Penalty: 6095.828613
	Iteration 33Q: 3 clusters Score -2.557227e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213571 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -25572262.000000 Penalty: 6095.828613
	Iteration 34Q: 3 clusters Score -2.557226e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213668 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -25572278.000000 Penalty: 6095.828613
	Iteration 35Q: 3 clusters Score -2.557228e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213766 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -25572326.000000 Penalty: 6095.828613
	Iteration 36Q: 3 clusters Score -2.557233e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213841 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -25572370.000000 Penalty: 6095.828613
	Iteration 37Q: 3 clusters Score -2.557237e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213919 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -25572384.000000 Penalty: 6095.828613
	Iteration 38Q: 3 clusters Score -2.557238e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213988 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -25572376.000000 Penalty: 6095.828613
	Iteration 39Q: 3 clusters Score -2.557238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -25572390.000000 Penalty: 6095.828613
	Iteration 40F: 3 clusters Score -2.557239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214112 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -25572380.000000 Penalty: 6095.828613
	Iteration 41Q: 3 clusters Score -2.557238e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214184 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -25572358.000000 Penalty: 6095.828613
	Iteration 42Q: 3 clusters Score -2.557236e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214262 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -25572444.000000 Penalty: 6095.828613
	Iteration 43Q: 3 clusters Score -2.557244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214327 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -25572424.000000 Penalty: 6095.828613
	Iteration 44Q: 3 clusters Score -2.557242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -25572474.000000 Penalty: 6095.828613
	Iteration 45Q: 3 clusters Score -2.557247e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214449 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -25572458.000000 Penalty: 6095.828613
	Iteration 46Q: 3 clusters Score -2.557246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -25572468.000000 Penalty: 6095.828613
	Iteration 47Q: 3 clusters Score -2.557247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214556 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -25572484.000000 Penalty: 6095.828613
	Iteration 48Q: 3 clusters Score -2.557248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214598 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -25572470.000000 Penalty: 6095.828613
	Iteration 49Q: 3 clusters Score -2.557247e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214645 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25572484.000000 Penalty: 6095.828613
	Iteration 50Q: 3 clusters Score -2.557248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214683 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -25572486.000000 Penalty: 6095.828613
	Iteration 51Q: 3 clusters Score -2.557249e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214723 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -25572480.000000 Penalty: 6095.828613
	Iteration 52Q: 3 clusters Score -2.557248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214764 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25572476.000000 Penalty: 6095.828613
	Iteration 53Q: 3 clusters Score -2.557248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214801 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -25572506.000000 Penalty: 6095.828613
	Iteration 54Q: 3 clusters Score -2.557251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214822 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -25572502.000000 Penalty: 6095.828613
	Iteration 55Q: 3 clusters Score -2.55725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214843 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 56Q: 3 clusters Score -2.557251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214856 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -25572514.000000 Penalty: 6095.828613
	Iteration 57Q: 3 clusters Score -2.557251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214870 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 58Q: 3 clusters Score -2.557249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 59Q: 3 clusters Score -2.55725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214886 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 60F: 3 clusters Score -2.557249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214893 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -25572500.000000 Penalty: 6095.828613
	Iteration 61Q: 3 clusters Score -2.55725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214897 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -25572498.000000 Penalty: 6095.828613
	Iteration 62Q: 3 clusters Score -2.55725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214900 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -25572490.000000 Penalty: 6095.828613
	Iteration 63Q: 3 clusters Score -2.557249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214903 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -25572494.000000 Penalty: 6095.828613
	Iteration 64Q: 3 clusters Score -2.557249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214906 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25572500.000000 Penalty: 6095.828613
	Iteration 65Q: 3 clusters Score -2.55725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214909 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 66Q: 3 clusters Score -2.557251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214912 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -25572488.000000 Penalty: 6095.828613
	Iteration 67Q: 3 clusters Score -2.557249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214917 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 68Q: 3 clusters Score -2.55725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214920 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -25572498.000000 Penalty: 6095.828613
	Iteration 69Q: 3 clusters Score -2.55725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214924 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -25572490.000000 Penalty: 6095.828613
	Iteration 70Q: 3 clusters Score -2.557249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214926 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25572498.000000 Penalty: 6095.828613
	Iteration 71Q: 3 clusters Score -2.55725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214927 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -25572500.000000 Penalty: 6095.828613
	Iteration 72Q: 3 clusters Score -2.55725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214929 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -25572494.000000 Penalty: 6095.828613
	Iteration 73Q: 3 clusters Score -2.557249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214932 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 74Q: 3 clusters Score -2.55725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214934 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 75Q: 3 clusters Score -2.55725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214937 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 76Q: 3 clusters Score -2.557249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214944 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -25572498.000000 Penalty: 6095.828613
	Iteration 77Q: 3 clusters Score -2.55725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214950 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 78Q: 3 clusters Score -2.557249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214956 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -25572502.000000 Penalty: 6095.828613
	Iteration 79Q: 3 clusters Score -2.55725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214961 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 80F: 3 clusters Score -2.55725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214967 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -25572494.000000 Penalty: 6095.828613
	Iteration 81Q: 3 clusters Score -2.557249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214971 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -25572500.000000 Penalty: 6095.828613
	Iteration 82Q: 3 clusters Score -2.55725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214975 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 83Q: 3 clusters Score -2.557249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214980 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -25572486.000000 Penalty: 6095.828613
	Iteration 84Q: 3 clusters Score -2.557249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -25572482.000000 Penalty: 6095.828613
	Iteration 85Q: 3 clusters Score -2.557248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214999 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -25572484.000000 Penalty: 6095.828613
	Iteration 86Q: 3 clusters Score -2.557248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215001 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -25572484.000000 Penalty: 6095.828613
	Iteration 87Q: 3 clusters Score -2.557248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215004 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 88Q: 3 clusters Score -2.557249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215009 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -25572500.000000 Penalty: 6095.828613
	Iteration 89Q: 3 clusters Score -2.55725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215013 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -25572520.000000 Penalty: 6095.828613
	Iteration 90Q: 3 clusters Score -2.557252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215018 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -25572510.000000 Penalty: 6095.828613
	Iteration 91Q: 3 clusters Score -2.557251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215025 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 92Q: 3 clusters Score -2.557251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215034 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -25572506.000000 Penalty: 6095.828613
	Iteration 93Q: 3 clusters Score -2.557251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215042 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -25572520.000000 Penalty: 6095.828613
	Iteration 94Q: 3 clusters Score -2.557252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215051 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -25572504.000000 Penalty: 6095.828613
	Iteration 95Q: 3 clusters Score -2.55725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -25572502.000000 Penalty: 6095.828613
	Iteration 96Q: 3 clusters Score -2.55725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215065 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -25572476.000000 Penalty: 6095.828613
	Iteration 97Q: 3 clusters Score -2.557248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215070 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -25572464.000000 Penalty: 6095.828613
	Iteration 98Q: 3 clusters Score -2.557246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215075 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -25572466.000000 Penalty: 6095.828613
	Iteration 99Q: 3 clusters Score -2.557247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -25572470.000000 Penalty: 6095.828613
	Iteration 100F: 3 clusters Score -2.557247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215087 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -25572482.000000 Penalty: 6095.828613
	Iteration 101Q: 3 clusters Score -2.557248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215093 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 102Q: 3 clusters Score -2.55725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -25572504.000000 Penalty: 6095.828613
	Iteration 103Q: 3 clusters Score -2.55725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215101 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -25572508.000000 Penalty: 6095.828613
	Iteration 104Q: 3 clusters Score -2.557251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215109 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -25572538.000000 Penalty: 6095.828613
	Iteration 105Q: 3 clusters Score -2.557254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215116 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -25572530.000000 Penalty: 6095.828613
	Iteration 106Q: 3 clusters Score -2.557253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215122 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -25572504.000000 Penalty: 6095.828613
	Iteration 107Q: 3 clusters Score -2.55725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215126 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25572508.000000 Penalty: 6095.828613
	Iteration 108Q: 3 clusters Score -2.557251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215128 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25572524.000000 Penalty: 6095.828613
	Iteration 109Q: 3 clusters Score -2.557252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215132 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 110Q: 3 clusters Score -2.557251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215136 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -25572510.000000 Penalty: 6095.828613
	Iteration 111Q: 3 clusters Score -2.557251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215142 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25572536.000000 Penalty: 6095.828613
	Iteration 112Q: 3 clusters Score -2.557254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215144 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25572534.000000 Penalty: 6095.828613
	Iteration 113Q: 3 clusters Score -2.557253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215151 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25572526.000000 Penalty: 6095.828613
	Iteration 114Q: 3 clusters Score -2.557253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215154 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -25572522.000000 Penalty: 6095.828613
	Iteration 115Q: 3 clusters Score -2.557252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215155 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 116Q: 3 clusters Score -2.557251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215158 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -25572520.000000 Penalty: 6095.828613
	Iteration 117Q: 3 clusters Score -2.557252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -25572534.000000 Penalty: 6095.828613
	Iteration 118Q: 3 clusters Score -2.557253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215165 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25572522.000000 Penalty: 6095.828613
	Iteration 119Q: 3 clusters Score -2.557252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215172 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -25572530.000000 Penalty: 6095.828613
	Iteration 120F: 3 clusters Score -2.557253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215180 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -25572506.000000 Penalty: 6095.828613
	Iteration 121Q: 3 clusters Score -2.557251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215190 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -25572480.000000 Penalty: 6095.828613
	Iteration 122Q: 3 clusters Score -2.557248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215196 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -25572492.000000 Penalty: 6095.828613
	Iteration 123Q: 3 clusters Score -2.557249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215202 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -25572488.000000 Penalty: 6095.828613
	Iteration 124Q: 3 clusters Score -2.557249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -25572516.000000 Penalty: 6095.828613
	Iteration 125Q: 3 clusters Score -2.557252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215222 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 126Q: 3 clusters Score -2.557251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215231 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25572514.000000 Penalty: 6095.828613
	Iteration 127Q: 3 clusters Score -2.557251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215237 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -25572510.000000 Penalty: 6095.828613
	Iteration 128Q: 3 clusters Score -2.557251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215242 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -25572514.000000 Penalty: 6095.828613
	Iteration 129Q: 3 clusters Score -2.557251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215245 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -25572514.000000 Penalty: 6095.828613
	Iteration 130Q: 3 clusters Score -2.557251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215249 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -25572504.000000 Penalty: 6095.828613
	Iteration 131Q: 3 clusters Score -2.55725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25572508.000000 Penalty: 6095.828613
	Iteration 132Q: 3 clusters Score -2.557251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215261 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 133Q: 3 clusters Score -2.557251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215265 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -25572524.000000 Penalty: 6095.828613
	Iteration 134Q: 3 clusters Score -2.557252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215267 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25572530.000000 Penalty: 6095.828613
	Iteration 135Q: 3 clusters Score -2.557253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215268 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -25572528.000000 Penalty: 6095.828613
	Iteration 136Q: 3 clusters Score -2.557253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215269 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -25572530.000000 Penalty: 6095.828613
	Iteration 137Q: 3 clusters Score -2.557253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -25572522.000000 Penalty: 6095.828613
	Iteration 138Q: 3 clusters Score -2.557252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215274 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -25572518.000000 Penalty: 6095.828613
	Iteration 139Q: 3 clusters Score -2.557252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215275 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -25572522.000000 Penalty: 6095.828613
	Iteration 140F: 3 clusters Score -2.557252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -25572502.000000 Penalty: 6095.828613
	Iteration 141Q: 3 clusters Score -2.55725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215277 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -25572496.000000 Penalty: 6095.828613
	Iteration 142Q: 3 clusters Score -2.55725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215278 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -25572502.000000 Penalty: 6095.828613
	Iteration 143Q: 3 clusters Score -2.55725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215279 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -25572512.000000 Penalty: 6095.828613
	Iteration 144Q: 3 clusters Score -2.557251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215283 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -25572522.000000 Penalty: 6095.828613
	Iteration 145Q: 3 clusters Score -2.557252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215287 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -25572510.000000 Penalty: 6095.828613
	Iteration 146Q: 3 clusters Score -2.557251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215289 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -25572530.000000 Penalty: 6095.828613
	Iteration 147Q: 3 clusters Score -2.557253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215291 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -25572534.000000 Penalty: 6095.828613
	Iteration 148Q: 3 clusters Score -2.557253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215292 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -25572556.000000 Penalty: 6095.828613
	Iteration 149Q: 3 clusters Score -2.557256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215293 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -25572534.000000 Penalty: 6095.828613
	Iteration 150Q: 3 clusters Score -2.557253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215295 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -25572544.000000 Penalty: 6095.828613
	Iteration 151Q: 3 clusters Score -2.557254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215298 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -25572548.000000 Penalty: 6095.828613
	Iteration 152Q: 3 clusters Score -2.557255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215301 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -25572562.000000 Penalty: 6095.828613
	Iteration 153Q: 3 clusters Score -2.557256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215304 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -25572562.000000 Penalty: 6095.828613
	Iteration 154Q: 3 clusters Score -2.557256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -25572550.000000 Penalty: 6095.828613
	Iteration 155Q: 3 clusters Score -2.557255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215310 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -25572550.000000 Penalty: 6095.828613
	Iteration 156Q: 3 clusters Score -2.557255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215309 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -25572558.000000 Penalty: 6095.828613
	Iteration 157Q: 3 clusters Score -2.557256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -25572548.000000 Penalty: 6095.828613
	Iteration 158Q: 3 clusters Score -2.557255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -25572548.000000 Penalty: 6095.828613
	Iteration 159F: 3 clusters Score -2.557255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Entering Unmasked Estep 
Score: -5253062.500000 Penalty: 2652.255371
	Iteration 0F: 2 clusters Score -5253062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5223249.500000 Penalty: 5304.510742
	Iteration 0F: 3 clusters Score -5223250 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5234681.500000 Penalty: 5304.510742
	Iteration 1F: 3 clusters Score -5234682 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5235470.500000 Penalty: 5304.510742
	Iteration 2Q: 3 clusters Score -5235470 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5236577.000000 Penalty: 5304.510742
	Iteration 3Q: 3 clusters Score -5236577 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5238139.000000 Penalty: 5304.510742
	Iteration 4F: 3 clusters Score -5238139 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -5240188.500000 Penalty: 5304.510742
	Iteration 5F: 3 clusters Score -5240188 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5242413.000000 Penalty: 5304.510742
	Iteration 6F: 3 clusters Score -5242413 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5244402.500000 Penalty: 5304.510742
	Iteration 7F: 3 clusters Score -5244402 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5245858.000000 Penalty: 5304.510742
	Iteration 8F: 3 clusters Score -5245858 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5246746.000000 Penalty: 5304.510742
	Iteration 9Q: 3 clusters Score -5246746 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5247426.000000 Penalty: 5304.510742
	Iteration 10Q: 3 clusters Score -5247426 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5247886.000000 Penalty: 5304.510742
	Iteration 11Q: 3 clusters Score -5247886 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5248323.000000 Penalty: 5304.510742
	Iteration 12Q: 3 clusters Score -5248323 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -5248690.000000 Penalty: 5304.510742
	Iteration 13Q: 3 clusters Score -5248690 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -5249024.500000 Penalty: 5304.510742
	Iteration 14Q: 3 clusters Score -5249024 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -5249295.000000 Penalty: 5304.510742
	Iteration 15Q: 3 clusters Score -5249295 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5249523.000000 Penalty: 5304.510742
	Iteration 16Q: 3 clusters Score -5249523 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5249757.500000 Penalty: 5304.510742
	Iteration 17Q: 3 clusters Score -5249758 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5249987.000000 Penalty: 5304.510742
	Iteration 18Q: 3 clusters Score -5249987 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5250229.000000 Penalty: 5304.510742
	Iteration 19Q: 3 clusters Score -5250229 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5250388.500000 Penalty: 5304.510742
	Iteration 20F: 3 clusters Score -5250388 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -5250587.500000 Penalty: 5304.510742
	Iteration 21Q: 3 clusters Score -5250588 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5250760.500000 Penalty: 5304.510742
	Iteration 22Q: 3 clusters Score -5250760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5250961.500000 Penalty: 5304.510742
	Iteration 23Q: 3 clusters Score -5250962 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -5251097.000000 Penalty: 5304.510742
	Iteration 24Q: 3 clusters Score -5251097 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -5251281.500000 Penalty: 5304.510742
	Iteration 25Q: 3 clusters Score -5251282 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -5251434.000000 Penalty: 5304.510742
	Iteration 26Q: 3 clusters Score -5251434 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5251599.000000 Penalty: 5304.510742
	Iteration 27Q: 3 clusters Score -5251599 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -5251717.000000 Penalty: 5304.510742
	Iteration 28Q: 3 clusters Score -5251717 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5251819.000000 Penalty: 5304.510742
	Iteration 29Q: 3 clusters Score -5251819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5251876.000000 Penalty: 5304.510742
	Iteration 30Q: 3 clusters Score -5251876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5251939.000000 Penalty: 5304.510742
	Iteration 31Q: 3 clusters Score -5251939 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5251977.500000 Penalty: 5304.510742
	Iteration 32Q: 3 clusters Score -5251978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5252012.500000 Penalty: 5304.510742
	Iteration 33Q: 3 clusters Score -5252012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5252031.000000 Penalty: 5304.510742
	Iteration 34Q: 3 clusters Score -5252031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5252044.500000 Penalty: 5304.510742
	Iteration 35Q: 3 clusters Score -5252044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5252066.500000 Penalty: 5304.510742
	Iteration 36Q: 3 clusters Score -5252066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5252083.500000 Penalty: 5304.510742
	Iteration 37Q: 3 clusters Score -5252084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5252079.500000 Penalty: 5304.510742
	Iteration 38Q: 3 clusters Score -5252080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5252082.000000 Penalty: 5304.510742
	Iteration 39Q: 3 clusters Score -5252082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5252075.500000 Penalty: 5304.510742
	Iteration 40F: 3 clusters Score -5252076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5252079.000000 Penalty: 5304.510742
	Iteration 41Q: 3 clusters Score -5252079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5252083.000000 Penalty: 5304.510742
	Iteration 42Q: 3 clusters Score -5252083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5252086.500000 Penalty: 5304.510742
	Iteration 43Q: 3 clusters Score -5252086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5252091.000000 Penalty: 5304.510742
	Iteration 44Q: 3 clusters Score -5252091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5252093.000000 Penalty: 5304.510742
	Iteration 45Q: 3 clusters Score -5252093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5252096.000000 Penalty: 5304.510742
	Iteration 46Q: 3 clusters Score -5252096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5252095.500000 Penalty: 5304.510742
	Iteration 47Q: 3 clusters Score -5252096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5252098.500000 Penalty: 5304.510742
	Iteration 48Q: 3 clusters Score -5252098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5252098.500000 Penalty: 5304.510742
	Iteration 49Q: 3 clusters Score -5252098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5252095.000000 Penalty: 5304.510742
	Iteration 50Q: 3 clusters Score -5252095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5252095.500000 Penalty: 5304.510742
	Iteration 51Q: 3 clusters Score -5252096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5252097.000000 Penalty: 5304.510742
	Iteration 52Q: 3 clusters Score -5252097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5252096.500000 Penalty: 5304.510742
	Iteration 53Q: 3 clusters Score -5252096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5252103.000000 Penalty: 5304.510742
	Iteration 54Q: 3 clusters Score -5252103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5252098.500000 Penalty: 5304.510742
	Iteration 55Q: 3 clusters Score -5252098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5252100.500000 Penalty: 5304.510742
	Iteration 56Q: 3 clusters Score -5252100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5252093.500000 Penalty: 5304.510742
	Iteration 57Q: 3 clusters Score -5252094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5252093.500000 Penalty: 5304.510742
	Iteration 58F: 3 clusters Score -5252094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Entering Unmasked Estep 
Score: -6853873.500000 Penalty: 2719.963623
	Iteration 0F: 2 clusters Score -6853874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -6814880.000000 Penalty: 5439.927246
	Iteration 0F: 3 clusters Score -6814880 nChanged 26913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6829962.000000 Penalty: 5439.927246
	Iteration 1F: 3 clusters Score -6829962 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -6830615.500000 Penalty: 5439.927246
	Iteration 2Q: 3 clusters Score -6830616 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -6831318.500000 Penalty: 5439.927246
	Iteration 3Q: 3 clusters Score -6831318 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -6832135.500000 Penalty: 5439.927246
	Iteration 4Q: 3 clusters Score -6832136 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6833079.000000 Penalty: 5439.927246
	Iteration 5Q: 3 clusters Score -6833079 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -6834258.500000 Penalty: 5439.927246
	Iteration 6Q: 3 clusters Score -6834258 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -6835577.500000 Penalty: 5439.927246
	Iteration 7Q: 3 clusters Score -6835578 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6837041.500000 Penalty: 5439.927246
	Iteration 8Q: 3 clusters Score -6837042 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6838655.500000 Penalty: 5439.927246
	Iteration 9F: 3 clusters Score -6838656 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6840068.000000 Penalty: 5439.927246
	Iteration 10Q: 3 clusters Score -6840068 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6841170.500000 Penalty: 5439.927246
	Iteration 11Q: 3 clusters Score -6841170 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -6842092.500000 Penalty: 5439.927246
	Iteration 12Q: 3 clusters Score -6842092 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -6842960.500000 Penalty: 5439.927246
	Iteration 13Q: 3 clusters Score -6842960 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -6843732.000000 Penalty: 5439.927246
	Iteration 14Q: 3 clusters Score -6843732 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6844381.500000 Penalty: 5439.927246
	Iteration 15Q: 3 clusters Score -6844382 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -6845017.000000 Penalty: 5439.927246
	Iteration 16Q: 3 clusters Score -6845017 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -6845641.000000 Penalty: 5439.927246
	Iteration 17Q: 3 clusters Score -6845641 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -6846246.500000 Penalty: 5439.927246
	Iteration 18Q: 3 clusters Score -6846246 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -6846838.000000 Penalty: 5439.927246
	Iteration 19Q: 3 clusters Score -6846838 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6847391.500000 Penalty: 5439.927246
	Iteration 20F: 3 clusters Score -6847392 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6847928.500000 Penalty: 5439.927246
	Iteration 21Q: 3 clusters Score -6847928 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6848413.000000 Penalty: 5439.927246
	Iteration 22Q: 3 clusters Score -6848413 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -6848829.500000 Penalty: 5439.927246
	Iteration 23Q: 3 clusters Score -6848830 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6849252.500000 Penalty: 5439.927246
	Iteration 24Q: 3 clusters Score -6849252 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -6849576.000000 Penalty: 5439.927246
	Iteration 25Q: 3 clusters Score -6849576 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6849815.000000 Penalty: 5439.927246
	Iteration 26Q: 3 clusters Score -6849815 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6850039.500000 Penalty: 5439.927246
	Iteration 27Q: 3 clusters Score -6850040 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6850218.500000 Penalty: 5439.927246
	Iteration 28Q: 3 clusters Score -6850218 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -6850403.000000 Penalty: 5439.927246
	Iteration 29Q: 3 clusters Score -6850403 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6850529.000000 Penalty: 5439.927246
	Iteration 30Q: 3 clusters Score -6850529 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6850686.500000 Penalty: 5439.927246
	Iteration 31Q: 3 clusters Score -6850686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6850805.500000 Penalty: 5439.927246
	Iteration 32Q: 3 clusters Score -6850806 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6850916.500000 Penalty: 5439.927246
	Iteration 33Q: 3 clusters Score -6850916 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -6850965.500000 Penalty: 5439.927246
	Iteration 34Q: 3 clusters Score -6850966 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6851030.500000 Penalty: 5439.927246
	Iteration 35Q: 3 clusters Score -6851030 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -6851111.000000 Penalty: 5439.927246
	Iteration 36Q: 3 clusters Score -6851111 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -6851152.000000 Penalty: 5439.927246
	Iteration 37Q: 3 clusters Score -6851152 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -6851226.500000 Penalty: 5439.927246
	Iteration 38Q: 3 clusters Score -6851226 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -6851290.500000 Penalty: 5439.927246
	Iteration 39Q: 3 clusters Score -6851290 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6851335.500000 Penalty: 5439.927246
	Iteration 40F: 3 clusters Score -6851336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6851373.000000 Penalty: 5439.927246
	Iteration 41Q: 3 clusters Score -6851373 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -6851401.500000 Penalty: 5439.927246
	Iteration 42Q: 3 clusters Score -6851402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6851434.000000 Penalty: 5439.927246
	Iteration 43Q: 3 clusters Score -6851434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6851456.000000 Penalty: 5439.927246
	Iteration 44Q: 3 clusters Score -6851456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6851476.500000 Penalty: 5439.927246
	Iteration 45Q: 3 clusters Score -6851476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -6851492.000000 Penalty: 5439.927246
	Iteration 46Q: 3 clusters Score -6851492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -6851522.500000 Penalty: 5439.927246
	Iteration 47Q: 3 clusters Score -6851522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -6851514.000000 Penalty: 5439.927246
	Iteration 48Q: 3 clusters Score -6851514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6851511.000000 Penalty: 5439.927246
	Iteration 49Q: 3 clusters Score -6851511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6851514.000000 Penalty: 5439.927246
	Iteration 50Q: 3 clusters Score -6851514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -6851527.500000 Penalty: 5439.927246
	Iteration 51Q: 3 clusters Score -6851528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6851543.000000 Penalty: 5439.927246
	Iteration 52Q: 3 clusters Score -6851543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6851558.000000 Penalty: 5439.927246
	Iteration 53Q: 3 clusters Score -6851558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -6851570.500000 Penalty: 5439.927246
	Iteration 54Q: 3 clusters Score -6851570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -6851579.000000 Penalty: 5439.927246
	Iteration 55Q: 3 clusters Score -6851579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -6851580.500000 Penalty: 5439.927246
	Iteration 56Q: 3 clusters Score -6851580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -6851580.500000 Penalty: 5439.927246
	Iteration 57Q: 3 clusters Score -6851580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -6851605.000000 Penalty: 5439.927246
	Iteration 58Q: 3 clusters Score -6851605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -6851600.000000 Penalty: 5439.927246
	Iteration 59Q: 3 clusters Score -6851600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -6851611.000000 Penalty: 5439.927246
	Iteration 60F: 3 clusters Score -6851611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -6851631.000000 Penalty: 5439.927246
	Iteration 61Q: 3 clusters Score -6851631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -6851625.000000 Penalty: 5439.927246
	Iteration 62Q: 3 clusters Score -6851625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -6851626.000000 Penalty: 5439.927246
	Iteration 63Q: 3 clusters Score -6851626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -6851624.500000 Penalty: 5439.927246
	Iteration 64Q: 3 clusters Score -6851624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -6851632.500000 Penalty: 5439.927246
	Iteration 65Q: 3 clusters Score -6851632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -6851621.000000 Penalty: 5439.927246
	Iteration 66Q: 3 clusters Score -6851621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -6851633.500000 Penalty: 5439.927246
	Iteration 67Q: 3 clusters Score -6851634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -6851635.500000 Penalty: 5439.927246
	Iteration 68Q: 3 clusters Score -6851636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -6851638.000000 Penalty: 5439.927246
	Iteration 69Q: 3 clusters Score -6851638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -6851646.500000 Penalty: 5439.927246
	Iteration 70Q: 3 clusters Score -6851646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -6851641.500000 Penalty: 5439.927246
	Iteration 71Q: 3 clusters Score -6851642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -6851649.500000 Penalty: 5439.927246
	Iteration 72Q: 3 clusters Score -6851650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -6851649.000000 Penalty: 5439.927246
	Iteration 73Q: 3 clusters Score -6851649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -6851645.500000 Penalty: 5439.927246
	Iteration 74Q: 3 clusters Score -6851646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -6851657.000000 Penalty: 5439.927246
	Iteration 75Q: 3 clusters Score -6851657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -6851672.000000 Penalty: 5439.927246
	Iteration 76Q: 3 clusters Score -6851672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -6851675.500000 Penalty: 5439.927246
	Iteration 77Q: 3 clusters Score -6851676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -6851685.500000 Penalty: 5439.927246
	Iteration 78Q: 3 clusters Score -6851686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -6851684.500000 Penalty: 5439.927246
	Iteration 79Q: 3 clusters Score -6851684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -6851692.000000 Penalty: 5439.927246
	Iteration 80F: 3 clusters Score -6851692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -6851693.500000 Penalty: 5439.927246
	Iteration 81Q: 3 clusters Score -6851694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -6851698.500000 Penalty: 5439.927246
	Iteration 82Q: 3 clusters Score -6851698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -6851700.500000 Penalty: 5439.927246
	Iteration 83Q: 3 clusters Score -6851700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -6851697.000000 Penalty: 5439.927246
	Iteration 84Q: 3 clusters Score -6851697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -6851699.500000 Penalty: 5439.927246
	Iteration 85Q: 3 clusters Score -6851700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -6851693.500000 Penalty: 5439.927246
	Iteration 86Q: 3 clusters Score -6851694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -6851696.500000 Penalty: 5439.927246
	Iteration 87Q: 3 clusters Score -6851696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -6851710.000000 Penalty: 5439.927246
	Iteration 88Q: 3 clusters Score -6851710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -6851704.500000 Penalty: 5439.927246
	Iteration 89Q: 3 clusters Score -6851704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -6851707.500000 Penalty: 5439.927246
	Iteration 90Q: 3 clusters Score -6851708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6851701.000000 Penalty: 5439.927246
	Iteration 91Q: 3 clusters Score -6851701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -6851708.500000 Penalty: 5439.927246
	Iteration 92Q: 3 clusters Score -6851708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -6851707.000000 Penalty: 5439.927246
	Iteration 93Q: 3 clusters Score -6851707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -6851712.000000 Penalty: 5439.927246
	Iteration 94Q: 3 clusters Score -6851712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -6851715.000000 Penalty: 5439.927246
	Iteration 95Q: 3 clusters Score -6851715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -6851720.000000 Penalty: 5439.927246
	Iteration 96Q: 3 clusters Score -6851720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -6851715.000000 Penalty: 5439.927246
	Iteration 97Q: 3 clusters Score -6851715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -6851717.000000 Penalty: 5439.927246
	Iteration 98Q: 3 clusters Score -6851717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -6851715.500000 Penalty: 5439.927246
	Iteration 99Q: 3 clusters Score -6851716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6851719.000000 Penalty: 5439.927246
	Iteration 100F: 3 clusters Score -6851719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -6851712.500000 Penalty: 5439.927246
	Iteration 101Q: 3 clusters Score -6851712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -6851715.500000 Penalty: 5439.927246
	Iteration 102Q: 3 clusters Score -6851716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -6851715.500000 Penalty: 5439.927246
	Iteration 103F: 3 clusters Score -6851716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -469747.187500 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -469747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -465902.187500 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -465902.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -466725.312500 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -466725.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -466906.406250 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -466906.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -467026.250000 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -467026.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -467109.656250 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -467109.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -467188.937500 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -467188.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -467263.312500 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -467263.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -467334.593750 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -467334.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -467394.218750 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -467394.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -467457.406250 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -467457.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -467516.250000 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -467516.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -467559.500000 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -467559.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -467601.031250 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -467601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -467633.250000 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -467633.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -467662.000000 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -467662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -467688.156250 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -467688.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -467718.625000 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -467718.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -467751.093750 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -467751.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -467777.625000 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -467777.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -467798.375000 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -467798.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -467819.000000 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -467819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -467838.281250 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -467838.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -467853.781250 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -467853.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -467873.906250 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -467873.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -467894.187500 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -467894.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -467911.468750 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -467911.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -467932.531250 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -467932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -467943.750000 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -467943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -467952.718750 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -467952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -467962.406250 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -467962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -467974.406250 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -467974.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -467982.093750 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -467982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -467988.343750 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -467988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -467993.406250 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -467993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -467998.000000 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -467998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -468005.031250 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -468005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -468012.531250 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -468012.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -468017.968750 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -468018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -468029.312500 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -468029.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -468039.781250 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -468039.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -468053.343750 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -468053.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -468063.843750 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -468063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -468075.343750 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -468075.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -468085.625000 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -468085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -468100.062500 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -468100.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -468116.375000 Penalty: 4108.236816
	Iteration 45Q: 3 clusters Score -468116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -468127.812500 Penalty: 4108.236816
	Iteration 46Q: 3 clusters Score -468127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -468142.312500 Penalty: 4108.236816
	Iteration 47Q: 3 clusters Score -468142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -468158.156250 Penalty: 4108.236816
	Iteration 48Q: 3 clusters Score -468158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -468168.906250 Penalty: 4108.236816
	Iteration 49Q: 3 clusters Score -468168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -468176.562500 Penalty: 4108.236816
	Iteration 50Q: 3 clusters Score -468176.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -468185.281250 Penalty: 4108.236816
	Iteration 51Q: 3 clusters Score -468185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -468190.968750 Penalty: 4108.236816
	Iteration 52Q: 3 clusters Score -468191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -468196.968750 Penalty: 4108.236816
	Iteration 53Q: 3 clusters Score -468197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -468201.562500 Penalty: 4108.236816
	Iteration 54Q: 3 clusters Score -468201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -468201.468750 Penalty: 4108.236816
	Iteration 55Q: 3 clusters Score -468201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -468203.000000 Penalty: 4108.236816
	Iteration 56Q: 3 clusters Score -468203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -468203.468750 Penalty: 4108.236816
	Iteration 57Q: 3 clusters Score -468203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -468203.468750 Penalty: 4108.236816
	Iteration 58F: 3 clusters Score -468203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -2274258.750000 Penalty: 2450.192627
	Iteration 0F: 2 clusters Score -2274259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2260428.500000 Penalty: 4900.385254
	Iteration 0F: 3 clusters Score -2260428 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2265260.250000 Penalty: 4900.385254
	Iteration 1F: 3 clusters Score -2265260 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2265909.000000 Penalty: 4900.385254
	Iteration 2F: 3 clusters Score -2265909 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2266601.500000 Penalty: 4900.385254
	Iteration 3F: 3 clusters Score -2266602 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2267511.000000 Penalty: 4900.385254
	Iteration 4F: 3 clusters Score -2267511 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2268536.000000 Penalty: 4900.385254
	Iteration 5F: 3 clusters Score -2268536 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2269458.500000 Penalty: 4900.385254
	Iteration 6F: 3 clusters Score -2269458 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2270142.500000 Penalty: 4900.385254
	Iteration 7F: 3 clusters Score -2270142 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2270621.000000 Penalty: 4900.385254
	Iteration 8Q: 3 clusters Score -2270621 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2271028.000000 Penalty: 4900.385254
	Iteration 9Q: 3 clusters Score -2271028 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2271329.500000 Penalty: 4900.385254
	Iteration 10Q: 3 clusters Score -2271330 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2271565.000000 Penalty: 4900.385254
	Iteration 11Q: 3 clusters Score -2271565 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2271748.750000 Penalty: 4900.385254
	Iteration 12Q: 3 clusters Score -2271749 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2271892.750000 Penalty: 4900.385254
	Iteration 13Q: 3 clusters Score -2271893 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2271983.000000 Penalty: 4900.385254
	Iteration 14Q: 3 clusters Score -2271983 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2272079.500000 Penalty: 4900.385254
	Iteration 15Q: 3 clusters Score -2272080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2272154.500000 Penalty: 4900.385254
	Iteration 16Q: 3 clusters Score -2272154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2272233.250000 Penalty: 4900.385254
	Iteration 17Q: 3 clusters Score -2272233 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2272311.500000 Penalty: 4900.385254
	Iteration 18Q: 3 clusters Score -2272312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2272374.000000 Penalty: 4900.385254
	Iteration 19Q: 3 clusters Score -2272374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2272435.000000 Penalty: 4900.385254
	Iteration 20F: 3 clusters Score -2272435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2272513.500000 Penalty: 4900.385254
	Iteration 21Q: 3 clusters Score -2272514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2272585.000000 Penalty: 4900.385254
	Iteration 22Q: 3 clusters Score -2272585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2272654.500000 Penalty: 4900.385254
	Iteration 23Q: 3 clusters Score -2272654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2272709.500000 Penalty: 4900.385254
	Iteration 24Q: 3 clusters Score -2272710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2272747.000000 Penalty: 4900.385254
	Iteration 25Q: 3 clusters Score -2272747 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2272774.250000 Penalty: 4900.385254
	Iteration 26Q: 3 clusters Score -2272774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2272800.500000 Penalty: 4900.385254
	Iteration 27Q: 3 clusters Score -2272800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2272830.750000 Penalty: 4900.385254
	Iteration 28Q: 3 clusters Score -2272831 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2272845.500000 Penalty: 4900.385254
	Iteration 29Q: 3 clusters Score -2272846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2272854.000000 Penalty: 4900.385254
	Iteration 30Q: 3 clusters Score -2272854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2272866.500000 Penalty: 4900.385254
	Iteration 31Q: 3 clusters Score -2272866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2272870.000000 Penalty: 4900.385254
	Iteration 32Q: 3 clusters Score -2272870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2272867.500000 Penalty: 4900.385254
	Iteration 33Q: 3 clusters Score -2272868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2272876.500000 Penalty: 4900.385254
	Iteration 34Q: 3 clusters Score -2272876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2272876.250000 Penalty: 4900.385254
	Iteration 35Q: 3 clusters Score -2272876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2272873.250000 Penalty: 4900.385254
	Iteration 36Q: 3 clusters Score -2272873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2272876.500000 Penalty: 4900.385254
	Iteration 37Q: 3 clusters Score -2272876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2272876.500000 Penalty: 4900.385254
	Iteration 38Q: 3 clusters Score -2272876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2272879.000000 Penalty: 4900.385254
	Iteration 39Q: 3 clusters Score -2272879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2272880.250000 Penalty: 4900.385254
	Iteration 40F: 3 clusters Score -2272880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2272881.250000 Penalty: 4900.385254
	Iteration 41Q: 3 clusters Score -2272881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2272880.500000 Penalty: 4900.385254
	Iteration 42Q: 3 clusters Score -2272880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2272880.500000 Penalty: 4900.385254
	Iteration 43F: 3 clusters Score -2272880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Entering Unmasked Estep 
Score: -1277855.625000 Penalty: 2300.711914
	Iteration 0F: 2 clusters Score -1277856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1269631.000000 Penalty: 4601.423828
	Iteration 0F: 3 clusters Score -1269631 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1271961.625000 Penalty: 4601.423828
	Iteration 1F: 3 clusters Score -1271962 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1272262.000000 Penalty: 4601.423828
	Iteration 2F: 3 clusters Score -1272262 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1272485.250000 Penalty: 4601.423828
	Iteration 3F: 3 clusters Score -1272485 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1272651.750000 Penalty: 4601.423828
	Iteration 4Q: 3 clusters Score -1272652 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1272782.875000 Penalty: 4601.423828
	Iteration 5Q: 3 clusters Score -1272783 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1272916.375000 Penalty: 4601.423828
	Iteration 6Q: 3 clusters Score -1272916 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1273057.125000 Penalty: 4601.423828
	Iteration 7Q: 3 clusters Score -1273057 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1273217.375000 Penalty: 4601.423828
	Iteration 8Q: 3 clusters Score -1273217 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1273440.125000 Penalty: 4601.423828
	Iteration 9Q: 3 clusters Score -1273440 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1273742.875000 Penalty: 4601.423828
	Iteration 10Q: 3 clusters Score -1273743 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1274105.125000 Penalty: 4601.423828
	Iteration 11Q: 3 clusters Score -1274105 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1274530.125000 Penalty: 4601.423828
	Iteration 12Q: 3 clusters Score -1274530 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1274926.000000 Penalty: 4601.423828
	Iteration 13Q: 3 clusters Score -1274926 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1275273.750000 Penalty: 4601.423828
	Iteration 14Q: 3 clusters Score -1275274 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1275533.500000 Penalty: 4601.423828
	Iteration 15Q: 3 clusters Score -1275534 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1275733.750000 Penalty: 4601.423828
	Iteration 16Q: 3 clusters Score -1275734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1275856.750000 Penalty: 4601.423828
	Iteration 17Q: 3 clusters Score -1275857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1275914.500000 Penalty: 4601.423828
	Iteration 18Q: 3 clusters Score -1275914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1275951.875000 Penalty: 4601.423828
	Iteration 19Q: 3 clusters Score -1275952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1275990.625000 Penalty: 4601.423828
	Iteration 20F: 3 clusters Score -1275991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1276014.125000 Penalty: 4601.423828
	Iteration 21Q: 3 clusters Score -1276014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1276027.375000 Penalty: 4601.423828
	Iteration 22Q: 3 clusters Score -1276027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1276041.000000 Penalty: 4601.423828
	Iteration 23Q: 3 clusters Score -1276041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1276041.625000 Penalty: 4601.423828
	Iteration 24Q: 3 clusters Score -1276042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1276043.750000 Penalty: 4601.423828
	Iteration 25Q: 3 clusters Score -1276044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1276045.625000 Penalty: 4601.423828
	Iteration 26Q: 3 clusters Score -1276046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1276048.000000 Penalty: 4601.423828
	Iteration 27Q: 3 clusters Score -1276048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1276046.125000 Penalty: 4601.423828
	Iteration 28Q: 3 clusters Score -1276046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1276050.500000 Penalty: 4601.423828
	Iteration 29Q: 3 clusters Score -1276050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1276052.125000 Penalty: 4601.423828
	Iteration 30Q: 3 clusters Score -1276052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1276053.625000 Penalty: 4601.423828
	Iteration 31Q: 3 clusters Score -1276054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1276055.250000 Penalty: 4601.423828
	Iteration 32Q: 3 clusters Score -1276055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1276056.625000 Penalty: 4601.423828
	Iteration 33Q: 3 clusters Score -1276057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1276056.625000 Penalty: 4601.423828
	Iteration 34Q: 3 clusters Score -1276057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1276059.750000 Penalty: 4601.423828
	Iteration 35Q: 3 clusters Score -1276060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1276060.875000 Penalty: 4601.423828
	Iteration 36Q: 3 clusters Score -1276061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1276062.000000 Penalty: 4601.423828
	Iteration 37Q: 3 clusters Score -1276062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1276064.125000 Penalty: 4601.423828
	Iteration 38Q: 3 clusters Score -1276064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1276065.625000 Penalty: 4601.423828
	Iteration 39Q: 3 clusters Score -1276066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1276065.750000 Penalty: 4601.423828
	Iteration 40F: 3 clusters Score -1276066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1276066.750000 Penalty: 4601.423828
	Iteration 41Q: 3 clusters Score -1276067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1276067.125000 Penalty: 4601.423828
	Iteration 42Q: 3 clusters Score -1276067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1276069.875000 Penalty: 4601.423828
	Iteration 43Q: 3 clusters Score -1276070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1276070.125000 Penalty: 4601.423828
	Iteration 44Q: 3 clusters Score -1276070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1276070.250000 Penalty: 4601.423828
	Iteration 45Q: 3 clusters Score -1276070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1276070.250000 Penalty: 4601.423828
	Iteration 46F: 3 clusters Score -1276070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1428065.500000 Penalty: 2335.564453
	Iteration 0F: 2 clusters Score -1428066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1418948.500000 Penalty: 4671.128906
	Iteration 0F: 3 clusters Score -1418948 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1421860.750000 Penalty: 4671.128906
	Iteration 1F: 3 clusters Score -1421861 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1422309.125000 Penalty: 4671.128906
	Iteration 2F: 3 clusters Score -1422309 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1422712.000000 Penalty: 4671.128906
	Iteration 3F: 3 clusters Score -1422712 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1423040.375000 Penalty: 4671.128906
	Iteration 4F: 3 clusters Score -1423040 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1423302.000000 Penalty: 4671.128906
	Iteration 5Q: 3 clusters Score -1423302 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1423534.000000 Penalty: 4671.128906
	Iteration 6Q: 3 clusters Score -1423534 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1423743.875000 Penalty: 4671.128906
	Iteration 7Q: 3 clusters Score -1423744 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1423951.125000 Penalty: 4671.128906
	Iteration 8Q: 3 clusters Score -1423951 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1424147.875000 Penalty: 4671.128906
	Iteration 9Q: 3 clusters Score -1424148 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1424341.000000 Penalty: 4671.128906
	Iteration 10Q: 3 clusters Score -1424341 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1424528.875000 Penalty: 4671.128906
	Iteration 11Q: 3 clusters Score -1424529 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1424718.000000 Penalty: 4671.128906
	Iteration 12Q: 3 clusters Score -1424718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1424900.500000 Penalty: 4671.128906
	Iteration 13Q: 3 clusters Score -1424900 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1425060.000000 Penalty: 4671.128906
	Iteration 14Q: 3 clusters Score -1425060 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1425211.750000 Penalty: 4671.128906
	Iteration 15Q: 3 clusters Score -1425212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1425342.875000 Penalty: 4671.128906
	Iteration 16Q: 3 clusters Score -1425343 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1425438.000000 Penalty: 4671.128906
	Iteration 17Q: 3 clusters Score -1425438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1425522.125000 Penalty: 4671.128906
	Iteration 18Q: 3 clusters Score -1425522 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1425598.625000 Penalty: 4671.128906
	Iteration 19Q: 3 clusters Score -1425599 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1425665.000000 Penalty: 4671.128906
	Iteration 20F: 3 clusters Score -1425665 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1425714.375000 Penalty: 4671.128906
	Iteration 21Q: 3 clusters Score -1425714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1425750.625000 Penalty: 4671.128906
	Iteration 22Q: 3 clusters Score -1425751 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1425776.750000 Penalty: 4671.128906
	Iteration 23Q: 3 clusters Score -1425777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1425796.750000 Penalty: 4671.128906
	Iteration 24Q: 3 clusters Score -1425797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1425822.750000 Penalty: 4671.128906
	Iteration 25Q: 3 clusters Score -1425823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1425842.375000 Penalty: 4671.128906
	Iteration 26Q: 3 clusters Score -1425842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1425868.625000 Penalty: 4671.128906
	Iteration 27Q: 3 clusters Score -1425869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1425875.625000 Penalty: 4671.128906
	Iteration 28Q: 3 clusters Score -1425876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1425882.375000 Penalty: 4671.128906
	Iteration 29Q: 3 clusters Score -1425882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1425894.125000 Penalty: 4671.128906
	Iteration 30Q: 3 clusters Score -1425894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1425902.750000 Penalty: 4671.128906
	Iteration 31Q: 3 clusters Score -1425903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1425910.750000 Penalty: 4671.128906
	Iteration 32Q: 3 clusters Score -1425911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1425918.125000 Penalty: 4671.128906
	Iteration 33Q: 3 clusters Score -1425918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1425925.750000 Penalty: 4671.128906
	Iteration 34Q: 3 clusters Score -1425926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1425935.125000 Penalty: 4671.128906
	Iteration 35Q: 3 clusters Score -1425935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1425944.000000 Penalty: 4671.128906
	Iteration 36Q: 3 clusters Score -1425944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1425952.375000 Penalty: 4671.128906
	Iteration 37Q: 3 clusters Score -1425952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1425959.750000 Penalty: 4671.128906
	Iteration 38Q: 3 clusters Score -1425960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1425962.625000 Penalty: 4671.128906
	Iteration 39Q: 3 clusters Score -1425963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1425967.250000 Penalty: 4671.128906
	Iteration 40F: 3 clusters Score -1425967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1425972.375000 Penalty: 4671.128906
	Iteration 41Q: 3 clusters Score -1425972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1425984.000000 Penalty: 4671.128906
	Iteration 42Q: 3 clusters Score -1425984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1425999.750000 Penalty: 4671.128906
	Iteration 43Q: 3 clusters Score -1426000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1426007.750000 Penalty: 4671.128906
	Iteration 44Q: 3 clusters Score -1426008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1426018.375000 Penalty: 4671.128906
	Iteration 45Q: 3 clusters Score -1426018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1426037.375000 Penalty: 4671.128906
	Iteration 46Q: 3 clusters Score -1426037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1426047.250000 Penalty: 4671.128906
	Iteration 47Q: 3 clusters Score -1426047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1426052.375000 Penalty: 4671.128906
	Iteration 48Q: 3 clusters Score -1426052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1426066.375000 Penalty: 4671.128906
	Iteration 49Q: 3 clusters Score -1426066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1426073.125000 Penalty: 4671.128906
	Iteration 50Q: 3 clusters Score -1426073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1426079.625000 Penalty: 4671.128906
	Iteration 51Q: 3 clusters Score -1426080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1426083.125000 Penalty: 4671.128906
	Iteration 52Q: 3 clusters Score -1426083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1426092.250000 Penalty: 4671.128906
	Iteration 53Q: 3 clusters Score -1426092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1426102.375000 Penalty: 4671.128906
	Iteration 54Q: 3 clusters Score -1426102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1426110.375000 Penalty: 4671.128906
	Iteration 55Q: 3 clusters Score -1426110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1426115.625000 Penalty: 4671.128906
	Iteration 56Q: 3 clusters Score -1426116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1426123.250000 Penalty: 4671.128906
	Iteration 57Q: 3 clusters Score -1426123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1426131.375000 Penalty: 4671.128906
	Iteration 58Q: 3 clusters Score -1426131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1426135.750000 Penalty: 4671.128906
	Iteration 59Q: 3 clusters Score -1426136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1426142.500000 Penalty: 4671.128906
	Iteration 60F: 3 clusters Score -1426142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1426143.250000 Penalty: 4671.128906
	Iteration 61Q: 3 clusters Score -1426143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1426151.000000 Penalty: 4671.128906
	Iteration 62Q: 3 clusters Score -1426151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1426156.125000 Penalty: 4671.128906
	Iteration 63Q: 3 clusters Score -1426156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1426162.125000 Penalty: 4671.128906
	Iteration 64Q: 3 clusters Score -1426162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1426170.125000 Penalty: 4671.128906
	Iteration 65Q: 3 clusters Score -1426170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1426172.125000 Penalty: 4671.128906
	Iteration 66Q: 3 clusters Score -1426172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1426179.625000 Penalty: 4671.128906
	Iteration 67Q: 3 clusters Score -1426180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1426190.000000 Penalty: 4671.128906
	Iteration 68Q: 3 clusters Score -1426190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1426191.875000 Penalty: 4671.128906
	Iteration 69Q: 3 clusters Score -1426192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1426196.250000 Penalty: 4671.128906
	Iteration 70Q: 3 clusters Score -1426196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1426204.625000 Penalty: 4671.128906
	Iteration 71Q: 3 clusters Score -1426205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1426214.000000 Penalty: 4671.128906
	Iteration 72Q: 3 clusters Score -1426214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1426216.500000 Penalty: 4671.128906
	Iteration 73Q: 3 clusters Score -1426216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1426218.500000 Penalty: 4671.128906
	Iteration 74Q: 3 clusters Score -1426218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1426220.625000 Penalty: 4671.128906
	Iteration 75Q: 3 clusters Score -1426221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1426224.000000 Penalty: 4671.128906
	Iteration 76Q: 3 clusters Score -1426224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1426224.000000 Penalty: 4671.128906
	Iteration 77Q: 3 clusters Score -1426224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1426230.250000 Penalty: 4671.128906
	Iteration 78Q: 3 clusters Score -1426230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1426229.625000 Penalty: 4671.128906
	Iteration 79Q: 3 clusters Score -1426230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1426230.125000 Penalty: 4671.128906
	Iteration 80F: 3 clusters Score -1426230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1426228.875000 Penalty: 4671.128906
	Iteration 81Q: 3 clusters Score -1426229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1426228.500000 Penalty: 4671.128906
	Iteration 82Q: 3 clusters Score -1426228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1426229.000000 Penalty: 4671.128906
	Iteration 83Q: 3 clusters Score -1426229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1426228.250000 Penalty: 4671.128906
	Iteration 84Q: 3 clusters Score -1426228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1426228.250000 Penalty: 4671.128906
	Iteration 85F: 3 clusters Score -1426228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -94172.242188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -94172.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -92355.046875 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -92355.05 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92634.890625 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -92634.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92698.890625 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -92698.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92736.546875 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -92736.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92755.953125 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -92755.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -92762.414062 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -92762.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92774.015625 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -92774.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92780.367188 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -92780.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92781.914062 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -92781.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92782.257812 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -92782.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92782.656250 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -92782.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92782.656250 Penalty: 3371.224365
	Iteration 11F: 3 clusters Score -92782.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68599 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 170281 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182156 members 
Mstep: Class 9 contains 217505 members 
Mstep: Class 10 contains 44116 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053248.000000 Penalty: 54895.289062
Iteration 159Q: 17 clusters Score -1.180532e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68605 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170283 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182150 members 
Mstep: Class 9 contains 217503 members 
Mstep: Class 10 contains 44115 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053232.000000 Penalty: 54895.289062
Iteration 160F: 17 clusters Score -1.180532e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179523 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68607 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170284 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182148 members 
Mstep: Class 9 contains 217498 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 161Q: 17 clusters Score -1.180533e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68611 members 
Mstep: Class 4 contains 45179 members 
Mstep: Class 5 contains 170286 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182145 members 
Mstep: Class 9 contains 217494 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053288.000000 Penalty: 54895.289062
Iteration 162Q: 17 clusters Score -1.180533e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68613 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170289 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182143 members 
Mstep: Class 9 contains 217490 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053304.000000 Penalty: 54895.289062
Iteration 163Q: 17 clusters Score -1.180533e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179523 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68614 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170292 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182142 members 
Mstep: Class 9 contains 217490 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12303 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053296.000000 Penalty: 54895.289062
Iteration 164Q: 17 clusters Score -1.180533e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68617 members 
Mstep: Class 4 contains 45177 members 
Mstep: Class 5 contains 170293 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182143 members 
Mstep: Class 9 contains 217481 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053344.000000 Penalty: 54895.289062
Iteration 165Q: 17 clusters Score -1.180533e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68621 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170297 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182143 members 
Mstep: Class 9 contains 217470 members 
Mstep: Class 10 contains 44112 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053400.000000 Penalty: 54895.289062
Iteration 166Q: 17 clusters Score -1.180534e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68622 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170300 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182143 members 
Mstep: Class 9 contains 217467 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053424.000000 Penalty: 54895.289062
Iteration 167Q: 17 clusters Score -1.180534e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68622 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170298 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182141 members 
Mstep: Class 9 contains 217466 members 
Mstep: Class 10 contains 44110 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053352.000000 Penalty: 54895.289062
Iteration 168Q: 17 clusters Score -1.180534e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68622 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170298 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182139 members 
Mstep: Class 9 contains 217462 members 
Mstep: Class 10 contains 44110 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053320.000000 Penalty: 54895.289062
Iteration 169Q: 17 clusters Score -1.180533e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68623 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170298 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217461 members 
Mstep: Class 10 contains 44110 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 170Q: 17 clusters Score -1.180533e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68624 members 
Mstep: Class 4 contains 45178 members 
Mstep: Class 5 contains 170297 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182135 members 
Mstep: Class 9 contains 217457 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053336.000000 Penalty: 54895.289062
Iteration 171Q: 17 clusters Score -1.180533e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68624 members 
Mstep: Class 4 contains 45177 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182134 members 
Mstep: Class 9 contains 217460 members 
Mstep: Class 10 contains 44109 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053312.000000 Penalty: 54895.289062
Iteration 172Q: 17 clusters Score -1.180533e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68625 members 
Mstep: Class 4 contains 45177 members 
Mstep: Class 5 contains 170296 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217464 members 
Mstep: Class 10 contains 44108 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10692 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053376.000000 Penalty: 54895.289062
Iteration 173Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68627 members 
Mstep: Class 4 contains 45177 members 
Mstep: Class 5 contains 170294 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182135 members 
Mstep: Class 9 contains 217461 members 
Mstep: Class 10 contains 44108 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053352.000000 Penalty: 54895.289062
Iteration 174Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68627 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170295 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217462 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053360.000000 Penalty: 54895.289062
Iteration 175Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68628 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170295 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182135 members 
Mstep: Class 9 contains 217459 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10690 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053360.000000 Penalty: 54895.289062
Iteration 176Q: 17 clusters Score -1.180534e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68631 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170294 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217462 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053328.000000 Penalty: 54895.289062
Iteration 177Q: 17 clusters Score -1.180533e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68632 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170295 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217462 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053344.000000 Penalty: 54895.289062
Iteration 178Q: 17 clusters Score -1.180533e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68634 members 
Mstep: Class 4 contains 45175 members 
Mstep: Class 5 contains 170297 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182132 members 
Mstep: Class 9 contains 217459 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053368.000000 Penalty: 54895.289062
Iteration 179Q: 17 clusters Score -1.180534e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68637 members 
Mstep: Class 4 contains 45175 members 
Mstep: Class 5 contains 170301 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217452 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053408.000000 Penalty: 54895.289062
Iteration 180F: 17 clusters Score -1.180534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45175 members 
Mstep: Class 5 contains 170301 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217447 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053392.000000 Penalty: 54895.289062
Iteration 181Q: 17 clusters Score -1.180534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170301 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182135 members 
Mstep: Class 9 contains 217442 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 182Q: 17 clusters Score -1.180534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217439 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053416.000000 Penalty: 54895.289062
Iteration 183Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217435 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 184Q: 17 clusters Score -1.180534e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182137 members 
Mstep: Class 9 contains 217431 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053456.000000 Penalty: 54895.289062
Iteration 185Q: 17 clusters Score -1.180535e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182138 members 
Mstep: Class 9 contains 217430 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 186Q: 17 clusters Score -1.180534e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68640 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182137 members 
Mstep: Class 9 contains 217429 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 12 contains 57965 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053440.000000 Penalty: 54895.289062
Iteration 187Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68641 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170303 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182137 members 
Mstep: Class 9 contains 217423 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 12 contains 57966 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 188Q: 17 clusters Score -1.180534e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68642 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170302 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217419 members 
Mstep: Class 10 contains 44105 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10686 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053424.000000 Penalty: 54895.289062
Iteration 189Q: 17 clusters Score -1.180534e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68642 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170303 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217417 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053368.000000 Penalty: 54895.289062
Iteration 190Q: 17 clusters Score -1.180534e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68642 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170304 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217414 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053384.000000 Penalty: 54895.289062
Iteration 191Q: 17 clusters Score -1.180534e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170305 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182136 members 
Mstep: Class 9 contains 217414 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10688 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053424.000000 Penalty: 54895.289062
Iteration 192Q: 17 clusters Score -1.180534e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170306 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182134 members 
Mstep: Class 9 contains 217418 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053408.000000 Penalty: 54895.289062
Iteration 193Q: 17 clusters Score -1.180534e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170308 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182133 members 
Mstep: Class 9 contains 217418 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 194Q: 17 clusters Score -1.180534e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170308 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182132 members 
Mstep: Class 9 contains 217419 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053424.000000 Penalty: 54895.289062
Iteration 195Q: 17 clusters Score -1.180534e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170308 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 182132 members 
Mstep: Class 9 contains 217419 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053424.000000 Penalty: 54895.289062
Iteration 196F: 17 clusters Score -1.180534e+08 nChanged 0
Entering ConstructFrom: 
Score: -118053424.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (179572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179572 members 
Entering Unmasked Estep 
Score: -21149760.000000 Penalty: 3000.386230
	Iteration 0F: 2 clusters Score -2.114976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -21034220.000000 Penalty: 6000.772461
	Iteration 0F: 3 clusters Score -2.103422e+07 nChanged 86357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -21085158.000000 Penalty: 6000.772461
	Iteration 1F: 3 clusters Score -2.108516e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -21086728.000000 Penalty: 6000.772461
	Iteration 2Q: 3 clusters Score -2.108673e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -21088896.000000 Penalty: 6000.772461
	Iteration 3Q: 3 clusters Score -2.10889e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -21091924.000000 Penalty: 6000.772461
	Iteration 4Q: 3 clusters Score -2.109192e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -21096184.000000 Penalty: 6000.772461
	Iteration 5Q: 3 clusters Score -2.109618e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -21101746.000000 Penalty: 6000.772461
	Iteration 6F: 3 clusters Score -2.110175e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116768 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -21108538.000000 Penalty: 6000.772461
	Iteration 7F: 3 clusters Score -2.110854e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123358 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -21116154.000000 Penalty: 6000.772461
	Iteration 8F: 3 clusters Score -2.111615e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -21123322.000000 Penalty: 6000.772461
	Iteration 9F: 3 clusters Score -2.112332e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -21129066.000000 Penalty: 6000.772461
	Iteration 10F: 3 clusters Score -2.112907e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -21132756.000000 Penalty: 6000.772461
	Iteration 11Q: 3 clusters Score -2.113276e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -21134978.000000 Penalty: 6000.772461
	Iteration 12Q: 3 clusters Score -2.113498e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -21136646.000000 Penalty: 6000.772461
	Iteration 13Q: 3 clusters Score -2.113665e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -21138074.000000 Penalty: 6000.772461
	Iteration 14Q: 3 clusters Score -2.113807e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -21139324.000000 Penalty: 6000.772461
	Iteration 15Q: 3 clusters Score -2.113932e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -21140508.000000 Penalty: 6000.772461
	Iteration 16Q: 3 clusters Score -2.114051e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158115 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -21141580.000000 Penalty: 6000.772461
	Iteration 17Q: 3 clusters Score -2.114158e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -21142438.000000 Penalty: 6000.772461
	Iteration 18Q: 3 clusters Score -2.114244e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -21143326.000000 Penalty: 6000.772461
	Iteration 19Q: 3 clusters Score -2.114333e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -21144048.000000 Penalty: 6000.772461
	Iteration 20F: 3 clusters Score -2.114405e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -21144652.000000 Penalty: 6000.772461
	Iteration 21Q: 3 clusters Score -2.114465e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -21145118.000000 Penalty: 6000.772461
	Iteration 22Q: 3 clusters Score -2.114512e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -21145514.000000 Penalty: 6000.772461
	Iteration 23Q: 3 clusters Score -2.114551e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -21145738.000000 Penalty: 6000.772461
	Iteration 24Q: 3 clusters Score -2.114574e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174012 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -21145996.000000 Penalty: 6000.772461
	Iteration 25Q: 3 clusters Score -2.1146e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174867 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21146240.000000 Penalty: 6000.772461
	Iteration 26Q: 3 clusters Score -2.114624e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -21146570.000000 Penalty: 6000.772461
	Iteration 27Q: 3 clusters Score -2.114657e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21146700.000000 Penalty: 6000.772461
	Iteration 28Q: 3 clusters Score -2.11467e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -21146764.000000 Penalty: 6000.772461
	Iteration 29Q: 3 clusters Score -2.114676e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21146846.000000 Penalty: 6000.772461
	Iteration 30Q: 3 clusters Score -2.114685e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21146916.000000 Penalty: 6000.772461
	Iteration 31Q: 3 clusters Score -2.114692e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21146926.000000 Penalty: 6000.772461
	Iteration 32Q: 3 clusters Score -2.114693e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21146994.000000 Penalty: 6000.772461
	Iteration 33Q: 3 clusters Score -2.114699e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21147074.000000 Penalty: 6000.772461
	Iteration 34Q: 3 clusters Score -2.114707e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21147134.000000 Penalty: 6000.772461
	Iteration 35Q: 3 clusters Score -2.114713e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21147198.000000 Penalty: 6000.772461
	Iteration 36Q: 3 clusters Score -2.11472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -21147174.000000 Penalty: 6000.772461
	Iteration 37Q: 3 clusters Score -2.114717e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177988 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -21147210.000000 Penalty: 6000.772461
	Iteration 38Q: 3 clusters Score -2.114721e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178030 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21147238.000000 Penalty: 6000.772461
	Iteration 39Q: 3 clusters Score -2.114724e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178090 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21147232.000000 Penalty: 6000.772461
	Iteration 40F: 3 clusters Score -2.114723e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21147292.000000 Penalty: 6000.772461
	Iteration 41Q: 3 clusters Score -2.114729e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21147302.000000 Penalty: 6000.772461
	Iteration 42Q: 3 clusters Score -2.11473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21147348.000000 Penalty: 6000.772461
	Iteration 43Q: 3 clusters Score -2.114735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21147348.000000 Penalty: 6000.772461
	Iteration 44Q: 3 clusters Score -2.114735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21147392.000000 Penalty: 6000.772461
	Iteration 45Q: 3 clusters Score -2.114739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21147408.000000 Penalty: 6000.772461
	Iteration 46Q: 3 clusters Score -2.114741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21147390.000000 Penalty: 6000.772461
	Iteration 47Q: 3 clusters Score -2.114739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21147412.000000 Penalty: 6000.772461
	Iteration 48Q: 3 clusters Score -2.114741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21147406.000000 Penalty: 6000.772461
	Iteration 49Q: 3 clusters Score -2.114741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178353 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21147414.000000 Penalty: 6000.772461
	Iteration 50Q: 3 clusters Score -2.114741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21147410.000000 Penalty: 6000.772461
	Iteration 51Q: 3 clusters Score -2.114741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21147422.000000 Penalty: 6000.772461
	Iteration 52Q: 3 clusters Score -2.114742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178370 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21147442.000000 Penalty: 6000.772461
	Iteration 53Q: 3 clusters Score -2.114744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -21147436.000000 Penalty: 6000.772461
	Iteration 54Q: 3 clusters Score -2.114744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21147434.000000 Penalty: 6000.772461
	Iteration 55Q: 3 clusters Score -2.114743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21147444.000000 Penalty: 6000.772461
	Iteration 56Q: 3 clusters Score -2.114744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21147440.000000 Penalty: 6000.772461
	Iteration 57Q: 3 clusters Score -2.114744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21147438.000000 Penalty: 6000.772461
	Iteration 58Q: 3 clusters Score -2.114744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21147438.000000 Penalty: 6000.772461
	Iteration 59Q: 3 clusters Score -2.114744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21147442.000000 Penalty: 6000.772461
	Iteration 60F: 3 clusters Score -2.114744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21147432.000000 Penalty: 6000.772461
	Iteration 61Q: 3 clusters Score -2.114743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21147432.000000 Penalty: 6000.772461
	Iteration 62F: 3 clusters Score -2.114743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -337754.031250 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -337754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -334531.906250 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -334531.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -335173.625000 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -335173.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -335320.375000 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -335320.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335401.593750 Penalty: 3961.643555
	Iteration 3Q: 3 clusters Score -335401.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -335460.218750 Penalty: 3961.643555
	Iteration 4Q: 3 clusters Score -335460.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -335498.312500 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -335498.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -335530.468750 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -335530.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -335562.406250 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -335562.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -335598.187500 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -335598.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335626.531250 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -335626.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -335653.687500 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -335653.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -335682.218750 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -335682.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -335713.125000 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -335713.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -335736.125000 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -335736.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -335753.281250 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -335753.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -335766.531250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -335766.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -335781.531250 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -335781.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -335805.343750 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -335805.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -335832.156250 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -335832.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -335857.406250 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -335857.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -335886.906250 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -335886.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -335918.812500 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -335918.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -335963.156250 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -335963.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -336011.187500 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -336011.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -336037.781250 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -336037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -336059.781250 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -336059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -336071.000000 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -336071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -336086.531250 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -336086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -336105.156250 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -336105.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -336116.968750 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -336117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -336124.500000 Penalty: 3961.643555
	Iteration 30Q: 3 clusters Score -336124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -336132.531250 Penalty: 3961.643555
	Iteration 31Q: 3 clusters Score -336132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -336138.125000 Penalty: 3961.643555
	Iteration 32Q: 3 clusters Score -336138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -336143.062500 Penalty: 3961.643555
	Iteration 33Q: 3 clusters Score -336143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336144.281250 Penalty: 3961.643555
	Iteration 34Q: 3 clusters Score -336144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -336144.468750 Penalty: 3961.643555
	Iteration 35Q: 3 clusters Score -336144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336145.218750 Penalty: 3961.643555
	Iteration 36Q: 3 clusters Score -336145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -336145.187500 Penalty: 3961.643555
	Iteration 37Q: 3 clusters Score -336145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -336145.437500 Penalty: 3961.643555
	Iteration 38Q: 3 clusters Score -336145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -336146.093750 Penalty: 3961.643555
	Iteration 39Q: 3 clusters Score -336146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -336146.031250 Penalty: 3961.643555
	Iteration 40F: 3 clusters Score -336146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -336147.656250 Penalty: 3961.643555
	Iteration 41Q: 3 clusters Score -336147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -336152.531250 Penalty: 3961.643555
	Iteration 42Q: 3 clusters Score -336152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -336154.343750 Penalty: 3961.643555
	Iteration 43Q: 3 clusters Score -336154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -336155.968750 Penalty: 3961.643555
	Iteration 44Q: 3 clusters Score -336156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -336157.437500 Penalty: 3961.643555
	Iteration 45Q: 3 clusters Score -336157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -336158.093750 Penalty: 3961.643555
	Iteration 46Q: 3 clusters Score -336158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -336158.093750 Penalty: 3961.643555
	Iteration 47F: 3 clusters Score -336158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Entering Unmasked Estep 
Score: -8171776.000000 Penalty: 2761.895264
	Iteration 0F: 2 clusters Score -8171776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -8125801.500000 Penalty: 5523.790527
	Iteration 0F: 3 clusters Score -8125802 nChanged 31995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8144141.500000 Penalty: 5523.790527
	Iteration 1F: 3 clusters Score -8144142 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -8145180.500000 Penalty: 5523.790527
	Iteration 2Q: 3 clusters Score -8145180 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8146643.500000 Penalty: 5523.790527
	Iteration 3Q: 3 clusters Score -8146644 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8148470.000000 Penalty: 5523.790527
	Iteration 4Q: 3 clusters Score -8148470 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8151006.500000 Penalty: 5523.790527
	Iteration 5F: 3 clusters Score -8151006 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -8154309.500000 Penalty: 5523.790527
	Iteration 6F: 3 clusters Score -8154310 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -8158204.500000 Penalty: 5523.790527
	Iteration 7F: 3 clusters Score -8158204 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -8162155.500000 Penalty: 5523.790527
	Iteration 8F: 3 clusters Score -8162156 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -8165336.000000 Penalty: 5523.790527
	Iteration 9F: 3 clusters Score -8165336 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -8167334.500000 Penalty: 5523.790527
	Iteration 10Q: 3 clusters Score -8167334 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -8168342.000000 Penalty: 5523.790527
	Iteration 11Q: 3 clusters Score -8168342 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -8168798.000000 Penalty: 5523.790527
	Iteration 12Q: 3 clusters Score -8168798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -8169018.000000 Penalty: 5523.790527
	Iteration 13Q: 3 clusters Score -8169018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -8169111.500000 Penalty: 5523.790527
	Iteration 14Q: 3 clusters Score -8169112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -8169191.500000 Penalty: 5523.790527
	Iteration 15Q: 3 clusters Score -8169192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -8169244.500000 Penalty: 5523.790527
	Iteration 16Q: 3 clusters Score -8169244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8169287.500000 Penalty: 5523.790527
	Iteration 17Q: 3 clusters Score -8169288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -8169297.500000 Penalty: 5523.790527
	Iteration 18Q: 3 clusters Score -8169298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -8169318.000000 Penalty: 5523.790527
	Iteration 19Q: 3 clusters Score -8169318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -8169322.500000 Penalty: 5523.790527
	Iteration 20F: 3 clusters Score -8169322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -8169321.500000 Penalty: 5523.790527
	Iteration 21Q: 3 clusters Score -8169322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8169329.000000 Penalty: 5523.790527
	Iteration 22Q: 3 clusters Score -8169329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8169341.000000 Penalty: 5523.790527
	Iteration 23Q: 3 clusters Score -8169341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -8169344.500000 Penalty: 5523.790527
	Iteration 24Q: 3 clusters Score -8169344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -8169356.000000 Penalty: 5523.790527
	Iteration 25Q: 3 clusters Score -8169356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -8169354.500000 Penalty: 5523.790527
	Iteration 26Q: 3 clusters Score -8169354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -8169358.500000 Penalty: 5523.790527
	Iteration 27Q: 3 clusters Score -8169358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -8169358.500000 Penalty: 5523.790527
	Iteration 28F: 3 clusters Score -8169358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Entering Unmasked Estep 
Score: -5169958.000000 Penalty: 2658.143555
	Iteration 0F: 2 clusters Score -5169958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5139365.500000 Penalty: 5316.287109
	Iteration 0F: 3 clusters Score -5139366 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5151018.500000 Penalty: 5316.287109
	Iteration 1F: 3 clusters Score -5151018 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5151627.000000 Penalty: 5316.287109
	Iteration 2Q: 3 clusters Score -5151627 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5152169.000000 Penalty: 5316.287109
	Iteration 3Q: 3 clusters Score -5152169 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5152687.500000 Penalty: 5316.287109
	Iteration 4Q: 3 clusters Score -5152688 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5153206.000000 Penalty: 5316.287109
	Iteration 5Q: 3 clusters Score -5153206 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5153751.500000 Penalty: 5316.287109
	Iteration 6Q: 3 clusters Score -5153752 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5154472.000000 Penalty: 5316.287109
	Iteration 7Q: 3 clusters Score -5154472 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -5155335.000000 Penalty: 5316.287109
	Iteration 8Q: 3 clusters Score -5155335 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5156435.000000 Penalty: 5316.287109
	Iteration 9Q: 3 clusters Score -5156435 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5157490.500000 Penalty: 5316.287109
	Iteration 10Q: 3 clusters Score -5157490 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5158366.000000 Penalty: 5316.287109
	Iteration 11Q: 3 clusters Score -5158366 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5159142.000000 Penalty: 5316.287109
	Iteration 12Q: 3 clusters Score -5159142 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5159696.500000 Penalty: 5316.287109
	Iteration 13Q: 3 clusters Score -5159696 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5160237.500000 Penalty: 5316.287109
	Iteration 14Q: 3 clusters Score -5160238 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -5160830.500000 Penalty: 5316.287109
	Iteration 15Q: 3 clusters Score -5160830 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5161367.000000 Penalty: 5316.287109
	Iteration 16Q: 3 clusters Score -5161367 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5162016.000000 Penalty: 5316.287109
	Iteration 17Q: 3 clusters Score -5162016 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -5162671.000000 Penalty: 5316.287109
	Iteration 18Q: 3 clusters Score -5162671 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -5163318.000000 Penalty: 5316.287109
	Iteration 19Q: 3 clusters Score -5163318 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -5163844.500000 Penalty: 5316.287109
	Iteration 20F: 3 clusters Score -5163844 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -5164302.000000 Penalty: 5316.287109
	Iteration 21Q: 3 clusters Score -5164302 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5164737.500000 Penalty: 5316.287109
	Iteration 22Q: 3 clusters Score -5164738 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5165105.500000 Penalty: 5316.287109
	Iteration 23Q: 3 clusters Score -5165106 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5165440.000000 Penalty: 5316.287109
	Iteration 24Q: 3 clusters Score -5165440 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5165726.000000 Penalty: 5316.287109
	Iteration 25Q: 3 clusters Score -5165726 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5165966.000000 Penalty: 5316.287109
	Iteration 26Q: 3 clusters Score -5165966 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5166203.000000 Penalty: 5316.287109
	Iteration 27Q: 3 clusters Score -5166203 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5166404.000000 Penalty: 5316.287109
	Iteration 28Q: 3 clusters Score -5166404 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5166581.000000 Penalty: 5316.287109
	Iteration 29Q: 3 clusters Score -5166581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5166750.500000 Penalty: 5316.287109
	Iteration 30Q: 3 clusters Score -5166750 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5166920.500000 Penalty: 5316.287109
	Iteration 31Q: 3 clusters Score -5166920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5167041.500000 Penalty: 5316.287109
	Iteration 32Q: 3 clusters Score -5167042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5167159.500000 Penalty: 5316.287109
	Iteration 33Q: 3 clusters Score -5167160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5167255.000000 Penalty: 5316.287109
	Iteration 34Q: 3 clusters Score -5167255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5167327.500000 Penalty: 5316.287109
	Iteration 35Q: 3 clusters Score -5167328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5167390.000000 Penalty: 5316.287109
	Iteration 36Q: 3 clusters Score -5167390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5167422.500000 Penalty: 5316.287109
	Iteration 37Q: 3 clusters Score -5167422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5167452.000000 Penalty: 5316.287109
	Iteration 38Q: 3 clusters Score -5167452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5167474.500000 Penalty: 5316.287109
	Iteration 39Q: 3 clusters Score -5167474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5167494.000000 Penalty: 5316.287109
	Iteration 40F: 3 clusters Score -5167494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5167515.000000 Penalty: 5316.287109
	Iteration 41Q: 3 clusters Score -5167515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5167535.000000 Penalty: 5316.287109
	Iteration 42Q: 3 clusters Score -5167535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5167553.000000 Penalty: 5316.287109
	Iteration 43Q: 3 clusters Score -5167553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5167566.500000 Penalty: 5316.287109
	Iteration 44Q: 3 clusters Score -5167566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5167565.500000 Penalty: 5316.287109
	Iteration 45Q: 3 clusters Score -5167566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5167566.000000 Penalty: 5316.287109
	Iteration 46Q: 3 clusters Score -5167566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5167570.500000 Penalty: 5316.287109
	Iteration 47Q: 3 clusters Score -5167570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5167569.000000 Penalty: 5316.287109
	Iteration 48Q: 3 clusters Score -5167569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5167571.500000 Penalty: 5316.287109
	Iteration 49Q: 3 clusters Score -5167572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5167578.500000 Penalty: 5316.287109
	Iteration 50Q: 3 clusters Score -5167578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5167580.000000 Penalty: 5316.287109
	Iteration 51Q: 3 clusters Score -5167580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5167580.000000 Penalty: 5316.287109
	Iteration 52F: 3 clusters Score -5167580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Entering Unmasked Estep 
Score: -20128286.000000 Penalty: 2987.250244
	Iteration 0F: 2 clusters Score -2.012829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -20017902.000000 Penalty: 5974.500488
	Iteration 0F: 3 clusters Score -2.00179e+07 nChanged 81215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -20064778.000000 Penalty: 5974.500488
	Iteration 1F: 3 clusters Score -2.006478e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -20065934.000000 Penalty: 5974.500488
	Iteration 2Q: 3 clusters Score -2.006593e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -20067284.000000 Penalty: 5974.500488
	Iteration 3Q: 3 clusters Score -2.006728e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -20068992.000000 Penalty: 5974.500488
	Iteration 4Q: 3 clusters Score -2.006899e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -20071366.000000 Penalty: 5974.500488
	Iteration 5Q: 3 clusters Score -2.007137e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 104786 members 
Entering Unmasked Estep 
Score: -20075296.000000 Penalty: 5974.500488
	Iteration 6Q: 3 clusters Score -2.00753e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -20081272.000000 Penalty: 5974.500488
	Iteration 7F: 3 clusters Score -2.008127e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -20089900.000000 Penalty: 5974.500488
	Iteration 8F: 3 clusters Score -2.00899e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 136930 members 
Entering Unmasked Estep 
Score: -20100428.000000 Penalty: 5974.500488
	Iteration 9F: 3 clusters Score -2.010043e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 148355 members 
Entering Unmasked Estep 
Score: -20110606.000000 Penalty: 5974.500488
	Iteration 10F: 3 clusters Score -2.011061e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20117802.000000 Penalty: 5974.500488
	Iteration 11F: 3 clusters Score -2.01178e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -20121504.000000 Penalty: 5974.500488
	Iteration 12Q: 3 clusters Score -2.01215e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -20123532.000000 Penalty: 5974.500488
	Iteration 13Q: 3 clusters Score -2.012353e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -20124576.000000 Penalty: 5974.500488
	Iteration 14Q: 3 clusters Score -2.012458e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -20125116.000000 Penalty: 5974.500488
	Iteration 15Q: 3 clusters Score -2.012512e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -20125372.000000 Penalty: 5974.500488
	Iteration 16Q: 3 clusters Score -2.012537e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -20125450.000000 Penalty: 5974.500488
	Iteration 17Q: 3 clusters Score -2.012545e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 169472 members 
Entering Unmasked Estep 
Score: -20125562.000000 Penalty: 5974.500488
	Iteration 18Q: 3 clusters Score -2.012556e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -20125624.000000 Penalty: 5974.500488
	Iteration 19Q: 3 clusters Score -2.012562e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -20125652.000000 Penalty: 5974.500488
	Iteration 20F: 3 clusters Score -2.012565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -20125664.000000 Penalty: 5974.500488
	Iteration 21Q: 3 clusters Score -2.012566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -20125682.000000 Penalty: 5974.500488
	Iteration 22Q: 3 clusters Score -2.012568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -20125710.000000 Penalty: 5974.500488
	Iteration 23Q: 3 clusters Score -2.012571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5974.500488
	Iteration 24Q: 3 clusters Score -2.012572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -20125724.000000 Penalty: 5974.500488
	Iteration 25Q: 3 clusters Score -2.012572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 169752 members 
Entering Unmasked Estep 
Score: -20125744.000000 Penalty: 5974.500488
	Iteration 26Q: 3 clusters Score -2.012574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 169768 members 
Entering Unmasked Estep 
Score: -20125764.000000 Penalty: 5974.500488
	Iteration 27Q: 3 clusters Score -2.012576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5974.500488
	Iteration 28Q: 3 clusters Score -2.012575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -20125758.000000 Penalty: 5974.500488
	Iteration 29Q: 3 clusters Score -2.012576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5974.500488
	Iteration 30Q: 3 clusters Score -2.012575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5974.500488
	Iteration 31Q: 3 clusters Score -2.012575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5974.500488
	Iteration 32Q: 3 clusters Score -2.012575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -20125750.000000 Penalty: 5974.500488
	Iteration 33F: 3 clusters Score -2.012575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -266969.250000 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -266969.2 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 1198 members 
Entering Unmasked Estep 
Score: -264109.968750 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -264110 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -264638.000000 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -264638 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264765.125000 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -264765.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -264831.656250 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -264831.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264881.093750 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -264881.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264908.812500 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -264908.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -264923.875000 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -264923.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264942.687500 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -264942.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -264967.375000 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -264967.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -264985.500000 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -264985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -264996.875000 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -264996.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -265006.250000 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -265006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -265016.812500 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -265016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -265025.125000 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -265025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265033.687500 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -265033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -265042.375000 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -265042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -265048.031250 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -265048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -265054.031250 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -265054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -265056.906250 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -265056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -265061.375000 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -265061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265064.531250 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -265064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265067.250000 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -265067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265068.093750 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -265068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265068.718750 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -265068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -265069.062500 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -265069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -265069.406250 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -265069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -265069.968750 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -265070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -265069.968750 Penalty: 3856.536865
	Iteration 27F: 3 clusters Score -265070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -118205.343750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -118205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116360.101562 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -116360.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117088.148438 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -117088.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117397.718750 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -117397.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117601.875000 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -117601.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117743.914062 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -117743.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117875.265625 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -117875.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117980.328125 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -117980.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118092.148438 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -118092.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118181.039062 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -118181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118238.515625 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -118238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118277.039062 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -118277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118322.914062 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -118322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118375.039062 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -118375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118424.007812 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -118424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118476.804688 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -118476.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118521.679688 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -118521.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118548.406250 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -118548.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118567.375000 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -118567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118586.765625 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -118586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118595.507812 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -118595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118612.468750 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -118612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118657.593750 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -118657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118671.023438 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -118671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118707.203125 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -118707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118729.265625 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -118729.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118742.140625 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -118742.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118775.648438 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -118775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118826.843750 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -118826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118877.570312 Penalty: 3490.365723
	Iteration 28Q: 3 clusters Score -118877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118885.187500 Penalty: 3490.365723
	Iteration 29Q: 3 clusters Score -118885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118888.859375 Penalty: 3490.365723
	Iteration 30Q: 3 clusters Score -118888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118891.085938 Penalty: 3490.365723
	Iteration 31Q: 3 clusters Score -118891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118893.726562 Penalty: 3490.365723
	Iteration 32Q: 3 clusters Score -118893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118951.500000 Penalty: 3490.365723
	Iteration 33F: 3 clusters Score -118951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119136.914062 Penalty: 3490.365723
	Iteration 34Q: 3 clusters Score -119136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119435.484375 Penalty: 3490.365723
	Iteration 35Q: 3 clusters Score -119435.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -119511.687500 Penalty: 3490.365723
	Iteration 36Q: 3 clusters Score -119511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119526.734375 Penalty: 3490.365723
	Iteration 37Q: 3 clusters Score -119526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119531.507812 Penalty: 3490.365723
	Iteration 38Q: 3 clusters Score -119531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119531.507812 Penalty: 3490.365723
	Iteration 39F: 3 clusters Score -119531.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 68643 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 170308 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 574 members 
Mstep: Class 8 contains 182132 members 
Mstep: Class 9 contains 217419 members 
Mstep: Class 10 contains 44104 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 57967 members 
Mstep: Class 13 contains 3955 members 
Mstep: Class 17 contains 19532 members 
Mstep: Class 18 contains 10687 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 895 members 
Entering Unmasked Estep 
Score: -118053096.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118053424.000000 to -118053096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (182132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182132 members 
Entering Unmasked Estep 
Score: -21637970.000000 Penalty: 3003.896729
	Iteration 0F: 2 clusters Score -2.163797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -21525836.000000 Penalty: 6007.793457
	Iteration 0F: 3 clusters Score -2.152584e+07 nChanged 87170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -21576922.000000 Penalty: 6007.793457
	Iteration 1F: 3 clusters Score -2.157692e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -21578674.000000 Penalty: 6007.793457
	Iteration 2Q: 3 clusters Score -2.157867e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -21581592.000000 Penalty: 6007.793457
	Iteration 3Q: 3 clusters Score -2.158159e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -21587280.000000 Penalty: 6007.793457
	Iteration 4F: 3 clusters Score -2.158728e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -21597874.000000 Penalty: 6007.793457
	Iteration 5F: 3 clusters Score -2.159787e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150664 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -21612630.000000 Penalty: 6007.793457
	Iteration 6F: 3 clusters Score -2.161263e+07 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -21626332.000000 Penalty: 6007.793457
	Iteration 7F: 3 clusters Score -2.162633e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -21632712.000000 Penalty: 6007.793457
	Iteration 8F: 3 clusters Score -2.163271e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21634466.000000 Penalty: 6007.793457
	Iteration 9Q: 3 clusters Score -2.163447e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21634966.000000 Penalty: 6007.793457
	Iteration 10Q: 3 clusters Score -2.163497e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181710 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21635122.000000 Penalty: 6007.793457
	Iteration 11Q: 3 clusters Score -2.163512e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21635194.000000 Penalty: 6007.793457
	Iteration 12Q: 3 clusters Score -2.163519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21635250.000000 Penalty: 6007.793457
	Iteration 13Q: 3 clusters Score -2.163525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181868 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21635284.000000 Penalty: 6007.793457
	Iteration 14Q: 3 clusters Score -2.163528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21635300.000000 Penalty: 6007.793457
	Iteration 15Q: 3 clusters Score -2.16353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181884 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21635302.000000 Penalty: 6007.793457
	Iteration 16Q: 3 clusters Score -2.16353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21635296.000000 Penalty: 6007.793457
	Iteration 17Q: 3 clusters Score -2.16353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21635300.000000 Penalty: 6007.793457
	Iteration 18Q: 3 clusters Score -2.16353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181891 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21635302.000000 Penalty: 6007.793457
	Iteration 19Q: 3 clusters Score -2.16353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181895 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21635304.000000 Penalty: 6007.793457
	Iteration 20F: 3 clusters Score -2.16353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21635316.000000 Penalty: 6007.793457
	Iteration 21Q: 3 clusters Score -2.163532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21635316.000000 Penalty: 6007.793457
	Iteration 22F: 3 clusters Score -2.163532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217419 members 
Entering Unmasked Estep 
Score: -25564472.000000 Penalty: 3047.816162
	Iteration 0F: 2 clusters Score -2.556447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -25424816.000000 Penalty: 6095.632324
	Iteration 0F: 3 clusters Score -2.542482e+07 nChanged 105088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109730 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -25486316.000000 Penalty: 6095.632324
	Iteration 1F: 3 clusters Score -2.548632e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -25487232.000000 Penalty: 6095.632324
	Iteration 2Q: 3 clusters Score -2.548723e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -25488174.000000 Penalty: 6095.632324
	Iteration 3Q: 3 clusters Score -2.548817e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -25489118.000000 Penalty: 6095.632324
	Iteration 4Q: 3 clusters Score -2.548912e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117892 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -25490246.000000 Penalty: 6095.632324
	Iteration 5Q: 3 clusters Score -2.549025e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -25492136.000000 Penalty: 6095.632324
	Iteration 6Q: 3 clusters Score -2.549214e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -25495428.000000 Penalty: 6095.632324
	Iteration 7Q: 3 clusters Score -2.549543e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -25501202.000000 Penalty: 6095.632324
	Iteration 8F: 3 clusters Score -2.55012e+07 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155606 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -25511162.000000 Penalty: 6095.632324
	Iteration 9F: 3 clusters Score -2.551116e+07 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -25525374.000000 Penalty: 6095.632324
	Iteration 10F: 3 clusters Score -2.552537e+07 nChanged 17356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190417 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -25539494.000000 Penalty: 6095.632324
	Iteration 11F: 3 clusters Score -2.553949e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203325 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -25549968.000000 Penalty: 6095.632324
	Iteration 12F: 3 clusters Score -2.554997e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210740 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -25556288.000000 Penalty: 6095.632324
	Iteration 13Q: 3 clusters Score -2.555629e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214139 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -25559090.000000 Penalty: 6095.632324
	Iteration 14Q: 3 clusters Score -2.555909e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -25560520.000000 Penalty: 6095.632324
	Iteration 15Q: 3 clusters Score -2.556052e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216251 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -25561006.000000 Penalty: 6095.632324
	Iteration 16Q: 3 clusters Score -2.556101e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216564 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -25561258.000000 Penalty: 6095.632324
	Iteration 17Q: 3 clusters Score -2.556126e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216720 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -25561430.000000 Penalty: 6095.632324
	Iteration 18Q: 3 clusters Score -2.556143e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216805 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -25561474.000000 Penalty: 6095.632324
	Iteration 19Q: 3 clusters Score -2.556147e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216858 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -25561556.000000 Penalty: 6095.632324
	Iteration 20F: 3 clusters Score -2.556156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216880 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -25561580.000000 Penalty: 6095.632324
	Iteration 21Q: 3 clusters Score -2.556158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216904 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -25561608.000000 Penalty: 6095.632324
	Iteration 22Q: 3 clusters Score -2.556161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216925 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25561608.000000 Penalty: 6095.632324
	Iteration 23Q: 3 clusters Score -2.556161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216939 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -25561654.000000 Penalty: 6095.632324
	Iteration 24Q: 3 clusters Score -2.556165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216947 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -25561650.000000 Penalty: 6095.632324
	Iteration 25Q: 3 clusters Score -2.556165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216951 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -25561634.000000 Penalty: 6095.632324
	Iteration 26Q: 3 clusters Score -2.556163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216951 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -25561648.000000 Penalty: 6095.632324
	Iteration 27Q: 3 clusters Score -2.556165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216952 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -25561660.000000 Penalty: 6095.632324
	Iteration 28Q: 3 clusters Score -2.556166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216954 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25561660.000000 Penalty: 6095.632324
	Iteration 29Q: 3 clusters Score -2.556166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216955 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -25561670.000000 Penalty: 6095.632324
	Iteration 30Q: 3 clusters Score -2.556167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216957 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -25561660.000000 Penalty: 6095.632324
	Iteration 31Q: 3 clusters Score -2.556166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216957 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -25561660.000000 Penalty: 6095.632324
	Iteration 32F: 3 clusters Score -2.556166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Entering Unmasked Estep 
Score: -5251627.500000 Penalty: 2652.187744
	Iteration 0F: 2 clusters Score -5251628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -5222044.000000 Penalty: 5304.375488
	Iteration 0F: 3 clusters Score -5222044 nChanged 20171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5233100.000000 Penalty: 5304.375488
	Iteration 1F: 3 clusters Score -5233100 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5233789.000000 Penalty: 5304.375488
	Iteration 2Q: 3 clusters Score -5233789 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5234456.000000 Penalty: 5304.375488
	Iteration 3Q: 3 clusters Score -5234456 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -5235241.000000 Penalty: 5304.375488
	Iteration 4Q: 3 clusters Score -5235241 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -5236276.500000 Penalty: 5304.375488
	Iteration 5Q: 3 clusters Score -5236276 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5237612.500000 Penalty: 5304.375488
	Iteration 6F: 3 clusters Score -5237612 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5239423.500000 Penalty: 5304.375488
	Iteration 7F: 3 clusters Score -5239424 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -5241714.500000 Penalty: 5304.375488
	Iteration 8F: 3 clusters Score -5241714 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -5244293.000000 Penalty: 5304.375488
	Iteration 9F: 3 clusters Score -5244293 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -5246568.000000 Penalty: 5304.375488
	Iteration 10F: 3 clusters Score -5246568 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5247975.000000 Penalty: 5304.375488
	Iteration 11Q: 3 clusters Score -5247975 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5248793.500000 Penalty: 5304.375488
	Iteration 12Q: 3 clusters Score -5248794 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5249215.000000 Penalty: 5304.375488
	Iteration 13Q: 3 clusters Score -5249215 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5249425.000000 Penalty: 5304.375488
	Iteration 14Q: 3 clusters Score -5249425 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5249548.000000 Penalty: 5304.375488
	Iteration 15Q: 3 clusters Score -5249548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5249647.500000 Penalty: 5304.375488
	Iteration 16Q: 3 clusters Score -5249648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5249698.000000 Penalty: 5304.375488
	Iteration 17Q: 3 clusters Score -5249698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5249744.500000 Penalty: 5304.375488
	Iteration 18Q: 3 clusters Score -5249744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5249765.500000 Penalty: 5304.375488
	Iteration 19Q: 3 clusters Score -5249766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5249785.500000 Penalty: 5304.375488
	Iteration 20F: 3 clusters Score -5249786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5249794.000000 Penalty: 5304.375488
	Iteration 21Q: 3 clusters Score -5249794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5249797.500000 Penalty: 5304.375488
	Iteration 22Q: 3 clusters Score -5249798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5249792.500000 Penalty: 5304.375488
	Iteration 23Q: 3 clusters Score -5249792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5249800.000000 Penalty: 5304.375488
	Iteration 24Q: 3 clusters Score -5249800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5249799.000000 Penalty: 5304.375488
	Iteration 25Q: 3 clusters Score -5249799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5249807.500000 Penalty: 5304.375488
	Iteration 26Q: 3 clusters Score -5249808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5249803.500000 Penalty: 5304.375488
	Iteration 27Q: 3 clusters Score -5249804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5249803.000000 Penalty: 5304.375488
	Iteration 28Q: 3 clusters Score -5249803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5249806.500000 Penalty: 5304.375488
	Iteration 29Q: 3 clusters Score -5249806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5249801.000000 Penalty: 5304.375488
	Iteration 30Q: 3 clusters Score -5249801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5249806.500000 Penalty: 5304.375488
	Iteration 31Q: 3 clusters Score -5249806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5249804.500000 Penalty: 5304.375488
	Iteration 32Q: 3 clusters Score -5249804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5249809.500000 Penalty: 5304.375488
	Iteration 33Q: 3 clusters Score -5249810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5249812.000000 Penalty: 5304.375488
	Iteration 34Q: 3 clusters Score -5249812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5249805.000000 Penalty: 5304.375488
	Iteration 35Q: 3 clusters Score -5249805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5249805.500000 Penalty: 5304.375488
	Iteration 36Q: 3 clusters Score -5249806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5249805.000000 Penalty: 5304.375488
	Iteration 37Q: 3 clusters Score -5249805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5249809.000000 Penalty: 5304.375488
	Iteration 38Q: 3 clusters Score -5249809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5249811.000000 Penalty: 5304.375488
	Iteration 39Q: 3 clusters Score -5249811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5249811.000000 Penalty: 5304.375488
	Iteration 40F: 3 clusters Score -5249811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Entering Unmasked Estep 
Score: -6854094.000000 Penalty: 2719.972168
	Iteration 0F: 2 clusters Score -6854094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6815263.500000 Penalty: 5439.944336
	Iteration 0F: 3 clusters Score -6815264 nChanged 26842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -6829992.000000 Penalty: 5439.944336
	Iteration 1F: 3 clusters Score -6829992 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -6830891.000000 Penalty: 5439.944336
	Iteration 2Q: 3 clusters Score -6830891 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -6832255.000000 Penalty: 5439.944336
	Iteration 3F: 3 clusters Score -6832255 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -6834741.000000 Penalty: 5439.944336
	Iteration 4F: 3 clusters Score -6834741 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6838728.500000 Penalty: 5439.944336
	Iteration 5F: 3 clusters Score -6838728 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6843854.500000 Penalty: 5439.944336
	Iteration 6F: 3 clusters Score -6843854 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6847990.000000 Penalty: 5439.944336
	Iteration 7F: 3 clusters Score -6847990 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6850305.000000 Penalty: 5439.944336
	Iteration 8Q: 3 clusters Score -6850305 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -6851331.500000 Penalty: 5439.944336
	Iteration 9Q: 3 clusters Score -6851332 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -6851815.500000 Penalty: 5439.944336
	Iteration 10Q: 3 clusters Score -6851816 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -6851997.000000 Penalty: 5439.944336
	Iteration 11Q: 3 clusters Score -6851997 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6852116.000000 Penalty: 5439.944336
	Iteration 12Q: 3 clusters Score -6852116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -6852178.500000 Penalty: 5439.944336
	Iteration 13Q: 3 clusters Score -6852178 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -6852221.000000 Penalty: 5439.944336
	Iteration 14Q: 3 clusters Score -6852221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -6852247.000000 Penalty: 5439.944336
	Iteration 15Q: 3 clusters Score -6852247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6852269.000000 Penalty: 5439.944336
	Iteration 16Q: 3 clusters Score -6852269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -6852304.000000 Penalty: 5439.944336
	Iteration 17Q: 3 clusters Score -6852304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -6852309.000000 Penalty: 5439.944336
	Iteration 18Q: 3 clusters Score -6852309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -6852317.000000 Penalty: 5439.944336
	Iteration 19Q: 3 clusters Score -6852317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -6852315.000000 Penalty: 5439.944336
	Iteration 20F: 3 clusters Score -6852315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -6852318.500000 Penalty: 5439.944336
	Iteration 21Q: 3 clusters Score -6852318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -6852330.500000 Penalty: 5439.944336
	Iteration 22Q: 3 clusters Score -6852330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -6852333.000000 Penalty: 5439.944336
	Iteration 23Q: 3 clusters Score -6852333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -6852324.500000 Penalty: 5439.944336
	Iteration 24Q: 3 clusters Score -6852324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -6852326.000000 Penalty: 5439.944336
	Iteration 25Q: 3 clusters Score -6852326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -6852331.000000 Penalty: 5439.944336
	Iteration 26Q: 3 clusters Score -6852331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6852331.000000 Penalty: 5439.944336
	Iteration 27Q: 3 clusters Score -6852331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -6852329.500000 Penalty: 5439.944336
	Iteration 28Q: 3 clusters Score -6852330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -6852325.000000 Penalty: 5439.944336
	Iteration 29Q: 3 clusters Score -6852325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -6852333.000000 Penalty: 5439.944336
	Iteration 30Q: 3 clusters Score -6852333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -6852340.000000 Penalty: 5439.944336
	Iteration 31Q: 3 clusters Score -6852340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -6852335.000000 Penalty: 5439.944336
	Iteration 32Q: 3 clusters Score -6852335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -6852344.000000 Penalty: 5439.944336
	Iteration 33Q: 3 clusters Score -6852344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -6852346.000000 Penalty: 5439.944336
	Iteration 34Q: 3 clusters Score -6852346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -6852348.000000 Penalty: 5439.944336
	Iteration 35Q: 3 clusters Score -6852348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -6852351.000000 Penalty: 5439.944336
	Iteration 36Q: 3 clusters Score -6852351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -6852358.500000 Penalty: 5439.944336
	Iteration 37Q: 3 clusters Score -6852358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -6852351.500000 Penalty: 5439.944336
	Iteration 38Q: 3 clusters Score -6852352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -6852369.000000 Penalty: 5439.944336
	Iteration 39Q: 3 clusters Score -6852369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -6852370.500000 Penalty: 5439.944336
	Iteration 40F: 3 clusters Score -6852370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -6852376.000000 Penalty: 5439.944336
	Iteration 41Q: 3 clusters Score -6852376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -6852372.500000 Penalty: 5439.944336
	Iteration 42Q: 3 clusters Score -6852372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -6852378.000000 Penalty: 5439.944336
	Iteration 43Q: 3 clusters Score -6852378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -6852384.000000 Penalty: 5439.944336
	Iteration 44Q: 3 clusters Score -6852384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -6852386.000000 Penalty: 5439.944336
	Iteration 45Q: 3 clusters Score -6852386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -6852383.500000 Penalty: 5439.944336
	Iteration 46Q: 3 clusters Score -6852384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -6852382.000000 Penalty: 5439.944336
	Iteration 47Q: 3 clusters Score -6852382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -6852385.500000 Penalty: 5439.944336
	Iteration 48Q: 3 clusters Score -6852386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -6852383.000000 Penalty: 5439.944336
	Iteration 49Q: 3 clusters Score -6852383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -6852383.000000 Penalty: 5439.944336
	Iteration 50Q: 3 clusters Score -6852383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -6852386.000000 Penalty: 5439.944336
	Iteration 51Q: 3 clusters Score -6852386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -6852387.000000 Penalty: 5439.944336
	Iteration 52Q: 3 clusters Score -6852387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -6852383.000000 Penalty: 5439.944336
	Iteration 53Q: 3 clusters Score -6852383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -6852383.000000 Penalty: 5439.944336
	Iteration 54F: 3 clusters Score -6852383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -469747.187500 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -469747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -465870.906250 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -465870.9 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -466686.937500 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -466686.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -466880.875000 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -466880.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -467013.625000 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -467013.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -467123.812500 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -467123.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -467226.156250 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -467226.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -467316.125000 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -467316.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -467375.812500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -467375.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -467422.312500 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -467422.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -467456.656250 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -467456.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -467489.875000 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -467489.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -467524.562500 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -467524.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -467556.937500 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -467556.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -467579.937500 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -467579.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -467596.250000 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -467596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -467609.250000 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -467609.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -467620.781250 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -467620.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -467630.187500 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -467630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -467644.187500 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -467644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -467653.031250 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -467653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -467664.250000 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -467664.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -467675.625000 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -467675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -467681.156250 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -467681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -467690.187500 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -467690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -467698.937500 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -467698.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -467704.937500 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -467704.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -467716.093750 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -467716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -467723.375000 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -467723.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -467734.812500 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -467734.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -467751.468750 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -467751.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -467769.406250 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -467769.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -467784.406250 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -467784.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -467797.937500 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -467797.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -467819.031250 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -467819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -467844.437500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -467844.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -467867.718750 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -467867.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -467900.156250 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -467900.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -467921.781250 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -467921.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -467942.312500 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -467942.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -467952.187500 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -467952.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -467959.093750 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -467959.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -467970.187500 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -467970.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -467982.437500 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -467982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -467994.531250 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -467994.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -468011.031250 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -468011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -468022.062500 Penalty: 4108.236816
	Iteration 45Q: 3 clusters Score -468022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -468033.156250 Penalty: 4108.236816
	Iteration 46Q: 3 clusters Score -468033.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -468041.593750 Penalty: 4108.236816
	Iteration 47Q: 3 clusters Score -468041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -468049.656250 Penalty: 4108.236816
	Iteration 48Q: 3 clusters Score -468049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -468059.375000 Penalty: 4108.236816
	Iteration 49Q: 3 clusters Score -468059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -468068.843750 Penalty: 4108.236816
	Iteration 50Q: 3 clusters Score -468068.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -468076.906250 Penalty: 4108.236816
	Iteration 51Q: 3 clusters Score -468076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -468082.250000 Penalty: 4108.236816
	Iteration 52Q: 3 clusters Score -468082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -468090.093750 Penalty: 4108.236816
	Iteration 53Q: 3 clusters Score -468090.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -468099.375000 Penalty: 4108.236816
	Iteration 54Q: 3 clusters Score -468099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -468105.062500 Penalty: 4108.236816
	Iteration 55Q: 3 clusters Score -468105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -468111.250000 Penalty: 4108.236816
	Iteration 56Q: 3 clusters Score -468111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -468114.843750 Penalty: 4108.236816
	Iteration 57Q: 3 clusters Score -468114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -468116.218750 Penalty: 4108.236816
	Iteration 58Q: 3 clusters Score -468116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -468116.531250 Penalty: 4108.236816
	Iteration 59Q: 3 clusters Score -468116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -468116.656250 Penalty: 4108.236816
	Iteration 60F: 3 clusters Score -468116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -468117.312500 Penalty: 4108.236816
	Iteration 61Q: 3 clusters Score -468117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -468118.062500 Penalty: 4108.236816
	Iteration 62Q: 3 clusters Score -468118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -468118.062500 Penalty: 4108.236816
	Iteration 63F: 3 clusters Score -468118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -2274258.750000 Penalty: 2450.192627
	Iteration 0F: 2 clusters Score -2274259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2260591.000000 Penalty: 4900.385254
	Iteration 0F: 3 clusters Score -2260591 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2265199.250000 Penalty: 4900.385254
	Iteration 1F: 3 clusters Score -2265199 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2265695.250000 Penalty: 4900.385254
	Iteration 2F: 3 clusters Score -2265695 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2266165.000000 Penalty: 4900.385254
	Iteration 3Q: 3 clusters Score -2266165 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2266685.500000 Penalty: 4900.385254
	Iteration 4Q: 3 clusters Score -2266686 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2267244.500000 Penalty: 4900.385254
	Iteration 5Q: 3 clusters Score -2267244 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2267826.500000 Penalty: 4900.385254
	Iteration 6F: 3 clusters Score -2267826 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2268439.250000 Penalty: 4900.385254
	Iteration 7F: 3 clusters Score -2268439 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2269014.750000 Penalty: 4900.385254
	Iteration 8F: 3 clusters Score -2269015 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2269469.500000 Penalty: 4900.385254
	Iteration 9Q: 3 clusters Score -2269470 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2269851.750000 Penalty: 4900.385254
	Iteration 10Q: 3 clusters Score -2269852 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2270125.000000 Penalty: 4900.385254
	Iteration 11Q: 3 clusters Score -2270125 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2270318.000000 Penalty: 4900.385254
	Iteration 12Q: 3 clusters Score -2270318 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2270477.500000 Penalty: 4900.385254
	Iteration 13Q: 3 clusters Score -2270478 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2270622.250000 Penalty: 4900.385254
	Iteration 14Q: 3 clusters Score -2270622 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2270784.500000 Penalty: 4900.385254
	Iteration 15Q: 3 clusters Score -2270784 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2270908.000000 Penalty: 4900.385254
	Iteration 16Q: 3 clusters Score -2270908 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2271027.500000 Penalty: 4900.385254
	Iteration 17Q: 3 clusters Score -2271028 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2271145.000000 Penalty: 4900.385254
	Iteration 18Q: 3 clusters Score -2271145 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2271283.250000 Penalty: 4900.385254
	Iteration 19Q: 3 clusters Score -2271283 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2271423.750000 Penalty: 4900.385254
	Iteration 20F: 3 clusters Score -2271424 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2271545.000000 Penalty: 4900.385254
	Iteration 21Q: 3 clusters Score -2271545 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2271655.000000 Penalty: 4900.385254
	Iteration 22Q: 3 clusters Score -2271655 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2271772.500000 Penalty: 4900.385254
	Iteration 23Q: 3 clusters Score -2271772 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2271879.500000 Penalty: 4900.385254
	Iteration 24Q: 3 clusters Score -2271880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2271969.250000 Penalty: 4900.385254
	Iteration 25Q: 3 clusters Score -2271969 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2272063.000000 Penalty: 4900.385254
	Iteration 26Q: 3 clusters Score -2272063 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2272153.750000 Penalty: 4900.385254
	Iteration 27Q: 3 clusters Score -2272154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2272254.000000 Penalty: 4900.385254
	Iteration 28Q: 3 clusters Score -2272254 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2272360.000000 Penalty: 4900.385254
	Iteration 29Q: 3 clusters Score -2272360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2272436.250000 Penalty: 4900.385254
	Iteration 30Q: 3 clusters Score -2272436 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2272525.250000 Penalty: 4900.385254
	Iteration 31Q: 3 clusters Score -2272525 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2272593.000000 Penalty: 4900.385254
	Iteration 32Q: 3 clusters Score -2272593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2272627.500000 Penalty: 4900.385254
	Iteration 33Q: 3 clusters Score -2272628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2272667.000000 Penalty: 4900.385254
	Iteration 34Q: 3 clusters Score -2272667 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2272696.000000 Penalty: 4900.385254
	Iteration 35Q: 3 clusters Score -2272696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2272720.750000 Penalty: 4900.385254
	Iteration 36Q: 3 clusters Score -2272721 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2272747.750000 Penalty: 4900.385254
	Iteration 37Q: 3 clusters Score -2272748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2272785.750000 Penalty: 4900.385254
	Iteration 38Q: 3 clusters Score -2272786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2272807.750000 Penalty: 4900.385254
	Iteration 39Q: 3 clusters Score -2272808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2272822.500000 Penalty: 4900.385254
	Iteration 40F: 3 clusters Score -2272822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2272826.000000 Penalty: 4900.385254
	Iteration 41Q: 3 clusters Score -2272826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2272838.250000 Penalty: 4900.385254
	Iteration 42Q: 3 clusters Score -2272838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2272839.000000 Penalty: 4900.385254
	Iteration 43Q: 3 clusters Score -2272839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2272845.500000 Penalty: 4900.385254
	Iteration 44Q: 3 clusters Score -2272846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2272852.500000 Penalty: 4900.385254
	Iteration 45Q: 3 clusters Score -2272852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2272856.750000 Penalty: 4900.385254
	Iteration 46Q: 3 clusters Score -2272857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2272860.250000 Penalty: 4900.385254
	Iteration 47Q: 3 clusters Score -2272860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2272865.500000 Penalty: 4900.385254
	Iteration 48Q: 3 clusters Score -2272866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2272865.500000 Penalty: 4900.385254
	Iteration 49Q: 3 clusters Score -2272866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2272864.500000 Penalty: 4900.385254
	Iteration 50Q: 3 clusters Score -2272864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2272872.000000 Penalty: 4900.385254
	Iteration 51Q: 3 clusters Score -2272872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2272872.750000 Penalty: 4900.385254
	Iteration 52Q: 3 clusters Score -2272873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2272875.500000 Penalty: 4900.385254
	Iteration 53Q: 3 clusters Score -2272876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2272880.500000 Penalty: 4900.385254
	Iteration 54Q: 3 clusters Score -2272880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2272883.250000 Penalty: 4900.385254
	Iteration 55Q: 3 clusters Score -2272883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2272884.000000 Penalty: 4900.385254
	Iteration 56Q: 3 clusters Score -2272884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2272884.250000 Penalty: 4900.385254
	Iteration 57Q: 3 clusters Score -2272884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2272884.000000 Penalty: 4900.385254
	Iteration 58Q: 3 clusters Score -2272884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2272881.750000 Penalty: 4900.385254
	Iteration 59Q: 3 clusters Score -2272882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2272882.750000 Penalty: 4900.385254
	Iteration 60F: 3 clusters Score -2272883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Entering Unmasked Estep 
Score: -1277522.500000 Penalty: 2300.642090
	Iteration 0F: 2 clusters Score -1277522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1269561.750000 Penalty: 4601.284180
	Iteration 0F: 3 clusters Score -1269562 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1271803.625000 Penalty: 4601.284180
	Iteration 1F: 3 clusters Score -1271804 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1272068.875000 Penalty: 4601.284180
	Iteration 2F: 3 clusters Score -1272069 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1272266.375000 Penalty: 4601.284180
	Iteration 3Q: 3 clusters Score -1272266 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1272441.500000 Penalty: 4601.284180
	Iteration 4Q: 3 clusters Score -1272442 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1272609.375000 Penalty: 4601.284180
	Iteration 5Q: 3 clusters Score -1272609 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1272784.625000 Penalty: 4601.284180
	Iteration 6Q: 3 clusters Score -1272785 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1272983.000000 Penalty: 4601.284180
	Iteration 7Q: 3 clusters Score -1272983 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1273171.000000 Penalty: 4601.284180
	Iteration 8Q: 3 clusters Score -1273171 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1273374.750000 Penalty: 4601.284180
	Iteration 9Q: 3 clusters Score -1273375 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1273571.625000 Penalty: 4601.284180
	Iteration 10Q: 3 clusters Score -1273572 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1273777.625000 Penalty: 4601.284180
	Iteration 11Q: 3 clusters Score -1273778 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1274011.500000 Penalty: 4601.284180
	Iteration 12Q: 3 clusters Score -1274012 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1274243.125000 Penalty: 4601.284180
	Iteration 13Q: 3 clusters Score -1274243 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1274466.625000 Penalty: 4601.284180
	Iteration 14Q: 3 clusters Score -1274467 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1274679.875000 Penalty: 4601.284180
	Iteration 15Q: 3 clusters Score -1274680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1274841.250000 Penalty: 4601.284180
	Iteration 16Q: 3 clusters Score -1274841 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1274953.000000 Penalty: 4601.284180
	Iteration 17Q: 3 clusters Score -1274953 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1275034.250000 Penalty: 4601.284180
	Iteration 18Q: 3 clusters Score -1275034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1275091.750000 Penalty: 4601.284180
	Iteration 19Q: 3 clusters Score -1275092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1275144.750000 Penalty: 4601.284180
	Iteration 20F: 3 clusters Score -1275145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1275176.875000 Penalty: 4601.284180
	Iteration 21Q: 3 clusters Score -1275177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1275208.875000 Penalty: 4601.284180
	Iteration 22Q: 3 clusters Score -1275209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1275229.250000 Penalty: 4601.284180
	Iteration 23Q: 3 clusters Score -1275229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1275245.125000 Penalty: 4601.284180
	Iteration 24Q: 3 clusters Score -1275245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1275256.500000 Penalty: 4601.284180
	Iteration 25Q: 3 clusters Score -1275256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1275264.750000 Penalty: 4601.284180
	Iteration 26Q: 3 clusters Score -1275265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1275274.500000 Penalty: 4601.284180
	Iteration 27Q: 3 clusters Score -1275274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1275292.000000 Penalty: 4601.284180
	Iteration 28Q: 3 clusters Score -1275292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1275299.375000 Penalty: 4601.284180
	Iteration 29Q: 3 clusters Score -1275299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1275312.250000 Penalty: 4601.284180
	Iteration 30Q: 3 clusters Score -1275312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1275320.625000 Penalty: 4601.284180
	Iteration 31Q: 3 clusters Score -1275321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1275337.750000 Penalty: 4601.284180
	Iteration 32Q: 3 clusters Score -1275338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1275344.125000 Penalty: 4601.284180
	Iteration 33Q: 3 clusters Score -1275344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1275356.500000 Penalty: 4601.284180
	Iteration 34Q: 3 clusters Score -1275356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1275365.500000 Penalty: 4601.284180
	Iteration 35Q: 3 clusters Score -1275366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1275371.750000 Penalty: 4601.284180
	Iteration 36Q: 3 clusters Score -1275372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1275375.000000 Penalty: 4601.284180
	Iteration 37Q: 3 clusters Score -1275375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1275379.375000 Penalty: 4601.284180
	Iteration 38Q: 3 clusters Score -1275379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1275383.000000 Penalty: 4601.284180
	Iteration 39Q: 3 clusters Score -1275383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1275386.375000 Penalty: 4601.284180
	Iteration 40F: 3 clusters Score -1275386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1275391.875000 Penalty: 4601.284180
	Iteration 41Q: 3 clusters Score -1275392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1275394.125000 Penalty: 4601.284180
	Iteration 42Q: 3 clusters Score -1275394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1275395.375000 Penalty: 4601.284180
	Iteration 43Q: 3 clusters Score -1275395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1275402.875000 Penalty: 4601.284180
	Iteration 44Q: 3 clusters Score -1275403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1275403.625000 Penalty: 4601.284180
	Iteration 45Q: 3 clusters Score -1275404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1275402.125000 Penalty: 4601.284180
	Iteration 46Q: 3 clusters Score -1275402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1275402.875000 Penalty: 4601.284180
	Iteration 47Q: 3 clusters Score -1275403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1275408.625000 Penalty: 4601.284180
	Iteration 48Q: 3 clusters Score -1275409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1275411.750000 Penalty: 4601.284180
	Iteration 49Q: 3 clusters Score -1275412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1275412.750000 Penalty: 4601.284180
	Iteration 50Q: 3 clusters Score -1275413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1275417.875000 Penalty: 4601.284180
	Iteration 51Q: 3 clusters Score -1275418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1275420.250000 Penalty: 4601.284180
	Iteration 52Q: 3 clusters Score -1275420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1275421.875000 Penalty: 4601.284180
	Iteration 53Q: 3 clusters Score -1275422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1275430.750000 Penalty: 4601.284180
	Iteration 54Q: 3 clusters Score -1275431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1275429.875000 Penalty: 4601.284180
	Iteration 55Q: 3 clusters Score -1275430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1275430.375000 Penalty: 4601.284180
	Iteration 56Q: 3 clusters Score -1275430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1275433.625000 Penalty: 4601.284180
	Iteration 57Q: 3 clusters Score -1275434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1275437.750000 Penalty: 4601.284180
	Iteration 58Q: 3 clusters Score -1275438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1275438.375000 Penalty: 4601.284180
	Iteration 59Q: 3 clusters Score -1275438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1275440.375000 Penalty: 4601.284180
	Iteration 60F: 3 clusters Score -1275440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1275438.250000 Penalty: 4601.284180
	Iteration 61Q: 3 clusters Score -1275438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1275444.000000 Penalty: 4601.284180
	Iteration 62Q: 3 clusters Score -1275444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1275445.375000 Penalty: 4601.284180
	Iteration 63Q: 3 clusters Score -1275445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1275444.625000 Penalty: 4601.284180
	Iteration 64Q: 3 clusters Score -1275445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1275450.125000 Penalty: 4601.284180
	Iteration 65Q: 3 clusters Score -1275450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1275452.875000 Penalty: 4601.284180
	Iteration 66Q: 3 clusters Score -1275453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1275455.125000 Penalty: 4601.284180
	Iteration 67Q: 3 clusters Score -1275455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1275454.000000 Penalty: 4601.284180
	Iteration 68Q: 3 clusters Score -1275454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1275457.375000 Penalty: 4601.284180
	Iteration 69Q: 3 clusters Score -1275457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1275456.750000 Penalty: 4601.284180
	Iteration 70Q: 3 clusters Score -1275457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1275462.250000 Penalty: 4601.284180
	Iteration 71Q: 3 clusters Score -1275462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1275464.750000 Penalty: 4601.284180
	Iteration 72Q: 3 clusters Score -1275465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1275468.750000 Penalty: 4601.284180
	Iteration 73Q: 3 clusters Score -1275469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1275469.125000 Penalty: 4601.284180
	Iteration 74Q: 3 clusters Score -1275469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1275476.875000 Penalty: 4601.284180
	Iteration 75Q: 3 clusters Score -1275477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1275475.125000 Penalty: 4601.284180
	Iteration 76Q: 3 clusters Score -1275475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1275475.625000 Penalty: 4601.284180
	Iteration 77Q: 3 clusters Score -1275476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1275477.625000 Penalty: 4601.284180
	Iteration 78Q: 3 clusters Score -1275478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1275480.125000 Penalty: 4601.284180
	Iteration 79Q: 3 clusters Score -1275480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1275481.375000 Penalty: 4601.284180
	Iteration 80F: 3 clusters Score -1275481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1275483.375000 Penalty: 4601.284180
	Iteration 81Q: 3 clusters Score -1275483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1275486.750000 Penalty: 4601.284180
	Iteration 82Q: 3 clusters Score -1275487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1275488.375000 Penalty: 4601.284180
	Iteration 83Q: 3 clusters Score -1275488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1275487.500000 Penalty: 4601.284180
	Iteration 84Q: 3 clusters Score -1275488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1275490.000000 Penalty: 4601.284180
	Iteration 85Q: 3 clusters Score -1275490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1275490.125000 Penalty: 4601.284180
	Iteration 86Q: 3 clusters Score -1275490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1275492.500000 Penalty: 4601.284180
	Iteration 87Q: 3 clusters Score -1275492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1275493.000000 Penalty: 4601.284180
	Iteration 88Q: 3 clusters Score -1275493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1275493.875000 Penalty: 4601.284180
	Iteration 89Q: 3 clusters Score -1275494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1275497.000000 Penalty: 4601.284180
	Iteration 90Q: 3 clusters Score -1275497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1275496.625000 Penalty: 4601.284180
	Iteration 91Q: 3 clusters Score -1275497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1275497.625000 Penalty: 4601.284180
	Iteration 92Q: 3 clusters Score -1275498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1275498.000000 Penalty: 4601.284180
	Iteration 93Q: 3 clusters Score -1275498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1275500.375000 Penalty: 4601.284180
	Iteration 94Q: 3 clusters Score -1275500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1275497.750000 Penalty: 4601.284180
	Iteration 95Q: 3 clusters Score -1275498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1275499.500000 Penalty: 4601.284180
	Iteration 96Q: 3 clusters Score -1275500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1275500.375000 Penalty: 4601.284180
	Iteration 97Q: 3 clusters Score -1275500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1275499.750000 Penalty: 4601.284180
	Iteration 98Q: 3 clusters Score -1275500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1275499.250000 Penalty: 4601.284180
	Iteration 99Q: 3 clusters Score -1275499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1275503.000000 Penalty: 4601.284180
	Iteration 100F: 3 clusters Score -1275503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1275504.250000 Penalty: 4601.284180
	Iteration 101Q: 3 clusters Score -1275504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1275502.500000 Penalty: 4601.284180
	Iteration 102Q: 3 clusters Score -1275502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1275507.250000 Penalty: 4601.284180
	Iteration 103Q: 3 clusters Score -1275507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1275504.750000 Penalty: 4601.284180
	Iteration 104Q: 3 clusters Score -1275505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1275512.500000 Penalty: 4601.284180
	Iteration 105Q: 3 clusters Score -1275512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1275515.375000 Penalty: 4601.284180
	Iteration 106Q: 3 clusters Score -1275515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1275513.000000 Penalty: 4601.284180
	Iteration 107Q: 3 clusters Score -1275513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1275516.125000 Penalty: 4601.284180
	Iteration 108Q: 3 clusters Score -1275516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1275514.750000 Penalty: 4601.284180
	Iteration 109Q: 3 clusters Score -1275515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1275517.500000 Penalty: 4601.284180
	Iteration 110Q: 3 clusters Score -1275518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1275519.625000 Penalty: 4601.284180
	Iteration 111Q: 3 clusters Score -1275520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1275520.750000 Penalty: 4601.284180
	Iteration 112Q: 3 clusters Score -1275521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1275525.625000 Penalty: 4601.284180
	Iteration 113Q: 3 clusters Score -1275526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1275527.875000 Penalty: 4601.284180
	Iteration 114Q: 3 clusters Score -1275528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1275525.875000 Penalty: 4601.284180
	Iteration 115Q: 3 clusters Score -1275526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1275526.000000 Penalty: 4601.284180
	Iteration 116Q: 3 clusters Score -1275526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1275527.625000 Penalty: 4601.284180
	Iteration 117Q: 3 clusters Score -1275528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1275525.875000 Penalty: 4601.284180
	Iteration 118Q: 3 clusters Score -1275526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1275525.750000 Penalty: 4601.284180
	Iteration 119Q: 3 clusters Score -1275526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1275526.375000 Penalty: 4601.284180
	Iteration 120F: 3 clusters Score -1275526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1275525.375000 Penalty: 4601.284180
	Iteration 121Q: 3 clusters Score -1275525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1275525.375000 Penalty: 4601.284180
	Iteration 122F: 3 clusters Score -1275525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1427955.625000 Penalty: 2335.544189
	Iteration 0F: 2 clusters Score -1427956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1418893.500000 Penalty: 4671.088379
	Iteration 0F: 3 clusters Score -1418894 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1421621.000000 Penalty: 4671.088379
	Iteration 1F: 3 clusters Score -1421621 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1422012.500000 Penalty: 4671.088379
	Iteration 2F: 3 clusters Score -1422012 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1422387.250000 Penalty: 4671.088379
	Iteration 3F: 3 clusters Score -1422387 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1422777.250000 Penalty: 4671.088379
	Iteration 4F: 3 clusters Score -1422777 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1423176.500000 Penalty: 4671.088379
	Iteration 5F: 3 clusters Score -1423176 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1423523.750000 Penalty: 4671.088379
	Iteration 6Q: 3 clusters Score -1423524 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1423878.000000 Penalty: 4671.088379
	Iteration 7Q: 3 clusters Score -1423878 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1424254.625000 Penalty: 4671.088379
	Iteration 8Q: 3 clusters Score -1424255 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1424660.750000 Penalty: 4671.088379
	Iteration 9Q: 3 clusters Score -1424661 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1425061.875000 Penalty: 4671.088379
	Iteration 10Q: 3 clusters Score -1425062 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1425415.750000 Penalty: 4671.088379
	Iteration 11Q: 3 clusters Score -1425416 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1425697.500000 Penalty: 4671.088379
	Iteration 12Q: 3 clusters Score -1425698 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1425898.375000 Penalty: 4671.088379
	Iteration 13Q: 3 clusters Score -1425898 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1426040.125000 Penalty: 4671.088379
	Iteration 14Q: 3 clusters Score -1426040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1426118.750000 Penalty: 4671.088379
	Iteration 15Q: 3 clusters Score -1426119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1426173.500000 Penalty: 4671.088379
	Iteration 16Q: 3 clusters Score -1426174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1426217.250000 Penalty: 4671.088379
	Iteration 17Q: 3 clusters Score -1426217 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1426249.125000 Penalty: 4671.088379
	Iteration 18Q: 3 clusters Score -1426249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1426271.625000 Penalty: 4671.088379
	Iteration 19Q: 3 clusters Score -1426272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1426284.500000 Penalty: 4671.088379
	Iteration 20F: 3 clusters Score -1426284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1426301.625000 Penalty: 4671.088379
	Iteration 21Q: 3 clusters Score -1426302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1426313.500000 Penalty: 4671.088379
	Iteration 22Q: 3 clusters Score -1426314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1426319.500000 Penalty: 4671.088379
	Iteration 23Q: 3 clusters Score -1426320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1426323.750000 Penalty: 4671.088379
	Iteration 24Q: 3 clusters Score -1426324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1426340.000000 Penalty: 4671.088379
	Iteration 25Q: 3 clusters Score -1426340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1426347.875000 Penalty: 4671.088379
	Iteration 26Q: 3 clusters Score -1426348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1426353.500000 Penalty: 4671.088379
	Iteration 27Q: 3 clusters Score -1426354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1426366.000000 Penalty: 4671.088379
	Iteration 28Q: 3 clusters Score -1426366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1426374.125000 Penalty: 4671.088379
	Iteration 29Q: 3 clusters Score -1426374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1426382.250000 Penalty: 4671.088379
	Iteration 30Q: 3 clusters Score -1426382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1426393.375000 Penalty: 4671.088379
	Iteration 31Q: 3 clusters Score -1426393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1426398.625000 Penalty: 4671.088379
	Iteration 32Q: 3 clusters Score -1426399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1426398.750000 Penalty: 4671.088379
	Iteration 33Q: 3 clusters Score -1426399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1426412.125000 Penalty: 4671.088379
	Iteration 34Q: 3 clusters Score -1426412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1426421.375000 Penalty: 4671.088379
	Iteration 35Q: 3 clusters Score -1426421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1426431.250000 Penalty: 4671.088379
	Iteration 36Q: 3 clusters Score -1426431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1426441.500000 Penalty: 4671.088379
	Iteration 37Q: 3 clusters Score -1426442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1426454.125000 Penalty: 4671.088379
	Iteration 38Q: 3 clusters Score -1426454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1426469.750000 Penalty: 4671.088379
	Iteration 39Q: 3 clusters Score -1426470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1426483.750000 Penalty: 4671.088379
	Iteration 40F: 3 clusters Score -1426484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1426501.750000 Penalty: 4671.088379
	Iteration 41Q: 3 clusters Score -1426502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1426516.625000 Penalty: 4671.088379
	Iteration 42Q: 3 clusters Score -1426517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1426527.375000 Penalty: 4671.088379
	Iteration 43Q: 3 clusters Score -1426527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1426541.375000 Penalty: 4671.088379
	Iteration 44Q: 3 clusters Score -1426541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1426551.625000 Penalty: 4671.088379
	Iteration 45Q: 3 clusters Score -1426552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1426556.000000 Penalty: 4671.088379
	Iteration 46Q: 3 clusters Score -1426556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1426568.250000 Penalty: 4671.088379
	Iteration 47Q: 3 clusters Score -1426568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1426572.875000 Penalty: 4671.088379
	Iteration 48Q: 3 clusters Score -1426573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1426575.000000 Penalty: 4671.088379
	Iteration 49Q: 3 clusters Score -1426575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1426575.125000 Penalty: 4671.088379
	Iteration 50Q: 3 clusters Score -1426575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1426579.375000 Penalty: 4671.088379
	Iteration 51Q: 3 clusters Score -1426579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1426583.000000 Penalty: 4671.088379
	Iteration 52Q: 3 clusters Score -1426583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1426586.625000 Penalty: 4671.088379
	Iteration 53Q: 3 clusters Score -1426587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1426589.375000 Penalty: 4671.088379
	Iteration 54Q: 3 clusters Score -1426589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1426597.750000 Penalty: 4671.088379
	Iteration 55Q: 3 clusters Score -1426598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1426603.750000 Penalty: 4671.088379
	Iteration 56Q: 3 clusters Score -1426604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1426605.750000 Penalty: 4671.088379
	Iteration 57Q: 3 clusters Score -1426606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1426608.875000 Penalty: 4671.088379
	Iteration 58Q: 3 clusters Score -1426609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1426616.625000 Penalty: 4671.088379
	Iteration 59Q: 3 clusters Score -1426617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1426620.750000 Penalty: 4671.088379
	Iteration 60F: 3 clusters Score -1426621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1426629.875000 Penalty: 4671.088379
	Iteration 61Q: 3 clusters Score -1426630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1426634.750000 Penalty: 4671.088379
	Iteration 62Q: 3 clusters Score -1426635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1426639.750000 Penalty: 4671.088379
	Iteration 63Q: 3 clusters Score -1426640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1426650.250000 Penalty: 4671.088379
	Iteration 64Q: 3 clusters Score -1426650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1426660.500000 Penalty: 4671.088379
	Iteration 65Q: 3 clusters Score -1426660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1426664.000000 Penalty: 4671.088379
	Iteration 66Q: 3 clusters Score -1426664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1426672.375000 Penalty: 4671.088379
	Iteration 67Q: 3 clusters Score -1426672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1426673.250000 Penalty: 4671.088379
	Iteration 68Q: 3 clusters Score -1426673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1426680.000000 Penalty: 4671.088379
	Iteration 69Q: 3 clusters Score -1426680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1426685.750000 Penalty: 4671.088379
	Iteration 70Q: 3 clusters Score -1426686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1426689.125000 Penalty: 4671.088379
	Iteration 71Q: 3 clusters Score -1426689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1426693.375000 Penalty: 4671.088379
	Iteration 72Q: 3 clusters Score -1426693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1426694.875000 Penalty: 4671.088379
	Iteration 73Q: 3 clusters Score -1426695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1426692.750000 Penalty: 4671.088379
	Iteration 74Q: 3 clusters Score -1426693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1426694.250000 Penalty: 4671.088379
	Iteration 75Q: 3 clusters Score -1426694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1426696.125000 Penalty: 4671.088379
	Iteration 76Q: 3 clusters Score -1426696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1426696.125000 Penalty: 4671.088379
	Iteration 77F: 3 clusters Score -1426696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -94172.242188 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -94172.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92373.664062 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -92373.66 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92657.515625 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -92657.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92735.320312 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -92735.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92774.664062 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -92774.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92791.039062 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -92791.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92800.078125 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -92800.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -92806.273438 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -92806.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92811.609375 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -92811.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92814.210938 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -92814.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92816.195312 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -92816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92817.101562 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -92817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92817.101562 Penalty: 3371.224365
	Iteration 11F: 3 clusters Score -92817.1 nChanged 0
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -357477824.000000 Penalty: 59254.582031
21->17 Clusters: Score -357477824.000000, best is -357552736.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 48394 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 48573 members 
Mstep: Class 5 contains 48365 members 
Mstep: Class 6 contains 48712 members 
Mstep: Class 7 contains 48441 members 
Mstep: Class 8 contains 48585 members 
Mstep: Class 9 contains 48701 members 
Mstep: Class 10 contains 48541 members 
Mstep: Class 11 contains 48486 members 
Mstep: Class 12 contains 48431 members 
Mstep: Class 13 contains 48759 members 
Mstep: Class 14 contains 48854 members 
Mstep: Class 15 contains 48367 members 
Mstep: Class 16 contains 48742 members 
Mstep: Class 17 contains 48613 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 47973 members 
Mstep: Class 20 contains 48715 members 
Mstep: Class 21 contains 48754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 806.037842 but Gain 3430.960938
Score: -114237168.000000 Penalty: 68619.109375
Iteration 0F: 21 clusters Score -1.142372e+08 nChanged 965048
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 64089 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 26696 members 
Mstep: Class 5 contains 27321 members 
Mstep: Class 6 contains 57997 members 
Mstep: Class 7 contains 91855 members 
Mstep: Class 9 contains 123842 members 
Mstep: Class 10 contains 61343 members 
Mstep: Class 11 contains 46397 members 
Mstep: Class 12 contains 24158 members 
Mstep: Class 13 contains 73047 members 
Mstep: Class 14 contains 42447 members 
Mstep: Class 15 contains 26576 members 
Mstep: Class 16 contains 48622 members 
Mstep: Class 17 contains 42085 members 
Mstep: Class 18 contains 56433 members 
Mstep: Class 19 contains 28816 members 
Mstep: Class 20 contains 35284 members 
Mstep: Class 21 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116506800.000000 Penalty: 68619.109375
Iteration 1F: 21 clusters Score -1.165068e+08 nChanged 346059
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 80936 members 
Mstep: Class 3 contains 24231 members 
Mstep: Class 4 contains 17078 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 57590 members 
Mstep: Class 7 contains 101791 members 
Mstep: Class 9 contains 163722 members 
Mstep: Class 10 contains 80214 members 
Mstep: Class 11 contains 54279 members 
Mstep: Class 12 contains 26106 members 
Mstep: Class 13 contains 84815 members 
Mstep: Class 14 contains 36043 members 
Mstep: Class 15 contains 24302 members 
Mstep: Class 16 contains 40145 members 
Mstep: Class 17 contains 30606 members 
Mstep: Class 18 contains 34797 members 
Mstep: Class 19 contains 22315 members 
Mstep: Class 20 contains 29733 members 
Mstep: Class 21 contains 20616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117008496.000000 Penalty: 68619.109375
Iteration 2F: 21 clusters Score -1.170085e+08 nChanged 257715
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 85766 members 
Mstep: Class 3 contains 21436 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 5 contains 13582 members 
Mstep: Class 6 contains 50786 members 
Mstep: Class 7 contains 110031 members 
Mstep: Class 9 contains 237305 members 
Mstep: Class 10 contains 90297 members 
Mstep: Class 11 contains 55165 members 
Mstep: Class 12 contains 30617 members 
Mstep: Class 13 contains 78466 members 
Mstep: Class 14 contains 27769 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 27851 members 
Mstep: Class 17 contains 21929 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 16013 members 
Mstep: Class 20 contains 24064 members 
Mstep: Class 21 contains 13875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117264072.000000 Penalty: 68619.109375
Iteration 3F: 21 clusters Score -1.172641e+08 nChanged 209869
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 79134 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 9408 members 
Mstep: Class 6 contains 43147 members 
Mstep: Class 7 contains 115306 members 
Mstep: Class 9 contains 320131 members 
Mstep: Class 10 contains 91125 members 
Mstep: Class 11 contains 50059 members 
Mstep: Class 12 contains 33360 members 
Mstep: Class 13 contains 67244 members 
Mstep: Class 14 contains 20053 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 19943 members 
Mstep: Class 17 contains 16626 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 20501 members 
Mstep: Class 21 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117400528.000000 Penalty: 68619.109375
Iteration 4F: 21 clusters Score -1.174005e+08 nChanged 162692
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 68825 members 
Mstep: Class 3 contains 16678 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 37974 members 
Mstep: Class 7 contains 121088 members 
Mstep: Class 9 contains 376184 members 
Mstep: Class 10 contains 91864 members 
Mstep: Class 11 contains 44820 members 
Mstep: Class 12 contains 33570 members 
Mstep: Class 13 contains 61682 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 14906 members 
Mstep: Class 17 contains 12855 members 
Mstep: Class 18 contains 7211 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 19516 members 
Mstep: Class 21 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117385240.000000 Penalty: 68619.109375
Iteration 5F: 21 clusters Score -1.173852e+08 nChanged 142327
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 63856 members 
Mstep: Class 3 contains 16781 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 36330 members 
Mstep: Class 7 contains 137287 members 
Mstep: Class 9 contains 371671 members 
Mstep: Class 10 contains 100309 members 
Mstep: Class 11 contains 43748 members 
Mstep: Class 12 contains 33846 members 
Mstep: Class 13 contains 65155 members 
Mstep: Class 14 contains 12457 members 
Mstep: Class 15 contains 26472 members 
Mstep: Class 16 contains 11075 members 
Mstep: Class 17 contains 10983 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 4510 members 
Mstep: Class 20 contains 20829 members 
Mstep: Class 21 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117470080.000000 Penalty: 68619.109375
Iteration 6F: 21 clusters Score -1.174701e+08 nChanged 111567
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 60180 members 
Mstep: Class 3 contains 16541 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 33907 members 
Mstep: Class 7 contains 159358 members 
Mstep: Class 9 contains 351596 members 
Mstep: Class 10 contains 110746 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 33566 members 
Mstep: Class 13 contains 71762 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 25890 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 9595 members 
Mstep: Class 18 contains 3474 members 
Mstep: Class 19 contains 2817 members 
Mstep: Class 20 contains 21885 members 
Mstep: Class 21 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3287.102051 but Gain 3430.953125
Score: -117584208.000000 Penalty: 65188.156250
Iteration 7F: 20 clusters Score -1.175842e+08 nChanged 103264
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 55148 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 30314 members 
Mstep: Class 7 contains 185299 members 
Mstep: Class 9 contains 333014 members 
Mstep: Class 10 contains 120612 members 
Mstep: Class 11 contains 40152 members 
Mstep: Class 12 contains 32689 members 
Mstep: Class 13 contains 79330 members 
Mstep: Class 14 contains 9876 members 
Mstep: Class 15 contains 25297 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 8297 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 22142 members 
Mstep: Class 21 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3114.553711 but Gain 3430.957031
Score: -117685712.000000 Penalty: 61757.199219
Iteration 8F: 19 clusters Score -1.176857e+08 nChanged 98537
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 49382 members 
Mstep: Class 3 contains 13630 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 6 contains 26138 members 
Mstep: Class 7 contains 215250 members 
Mstep: Class 9 contains 312454 members 
Mstep: Class 10 contains 131040 members 
Mstep: Class 11 contains 37486 members 
Mstep: Class 12 contains 31622 members 
Mstep: Class 13 contains 84363 members 
Mstep: Class 14 contains 9058 members 
Mstep: Class 15 contains 24752 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 7229 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 21792 members 
Mstep: Class 21 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117767840.000000 Penalty: 61757.199219
Iteration 9F: 19 clusters Score -1.177678e+08 nChanged 89466
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 43827 members 
Mstep: Class 3 contains 11303 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 6 contains 22943 members 
Mstep: Class 7 contains 244071 members 
Mstep: Class 9 contains 289727 members 
Mstep: Class 10 contains 141361 members 
Mstep: Class 11 contains 34662 members 
Mstep: Class 12 contains 30002 members 
Mstep: Class 13 contains 87534 members 
Mstep: Class 14 contains 8738 members 
Mstep: Class 15 contains 24382 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 20957 members 
Mstep: Class 21 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117818624.000000 Penalty: 61757.199219
Iteration 10F: 19 clusters Score -1.178186e+08 nChanged 77197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 39122 members 
Mstep: Class 3 contains 8646 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 6 contains 21664 members 
Mstep: Class 7 contains 265772 members 
Mstep: Class 9 contains 269360 members 
Mstep: Class 10 contains 152857 members 
Mstep: Class 11 contains 32469 members 
Mstep: Class 12 contains 28526 members 
Mstep: Class 13 contains 88962 members 
Mstep: Class 14 contains 8839 members 
Mstep: Class 15 contains 24187 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 20400 members 
Mstep: Class 21 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117852872.000000 Penalty: 61757.199219
Iteration 11F: 19 clusters Score -1.178529e+08 nChanged 63544
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 35869 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 5299 members 
Mstep: Class 6 contains 21885 members 
Mstep: Class 7 contains 279813 members 
Mstep: Class 9 contains 249586 members 
Mstep: Class 10 contains 165833 members 
Mstep: Class 11 contains 31312 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 89661 members 
Mstep: Class 14 contains 9102 members 
Mstep: Class 15 contains 24103 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 19 contains 973 members 
Mstep: Class 20 contains 20165 members 
Mstep: Class 21 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117876400.000000 Penalty: 61757.199219
Iteration 12F: 19 clusters Score -1.178764e+08 nChanged 53995
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 33808 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 6 contains 22745 members 
Mstep: Class 7 contains 286207 members 
Mstep: Class 9 contains 231990 members 
Mstep: Class 10 contains 180290 members 
Mstep: Class 11 contains 30748 members 
Mstep: Class 12 contains 26349 members 
Mstep: Class 13 contains 90049 members 
Mstep: Class 14 contains 9377 members 
Mstep: Class 15 contains 24206 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 19 contains 969 members 
Mstep: Class 20 contains 20061 members 
Mstep: Class 21 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3134.542969 but Gain 3430.953125
Score: -117890184.000000 Penalty: 58326.246094
Iteration 13F: 18 clusters Score -1.178902e+08 nChanged 50400
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 32678 members 
Mstep: Class 4 contains 5879 members 
Mstep: Class 6 contains 23895 members 
Mstep: Class 7 contains 287341 members 
Mstep: Class 9 contains 217191 members 
Mstep: Class 10 contains 196301 members 
Mstep: Class 11 contains 30996 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 90324 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 24469 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 20098 members 
Mstep: Class 21 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117901304.000000 Penalty: 58326.246094
Iteration 14Q: 18 clusters Score -1.179013e+08 nChanged 40584
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 32004 members 
Mstep: Class 4 contains 6114 members 
Mstep: Class 6 contains 25305 members 
Mstep: Class 7 contains 286003 members 
Mstep: Class 9 contains 205524 members 
Mstep: Class 10 contains 205897 members 
Mstep: Class 11 contains 31889 members 
Mstep: Class 12 contains 25135 members 
Mstep: Class 13 contains 90313 members 
Mstep: Class 14 contains 9626 members 
Mstep: Class 15 contains 24770 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 20187 members 
Mstep: Class 21 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117907896.000000 Penalty: 58326.246094
Iteration 15Q: 18 clusters Score -1.179079e+08 nChanged 33358
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 31653 members 
Mstep: Class 4 contains 6360 members 
Mstep: Class 6 contains 26969 members 
Mstep: Class 7 contains 283783 members 
Mstep: Class 9 contains 197456 members 
Mstep: Class 10 contains 211433 members 
Mstep: Class 11 contains 33350 members 
Mstep: Class 12 contains 24707 members 
Mstep: Class 13 contains 90072 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 25178 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 19 contains 950 members 
Mstep: Class 20 contains 20298 members 
Mstep: Class 21 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117913480.000000 Penalty: 58326.246094
Iteration 16Q: 18 clusters Score -1.179135e+08 nChanged 28165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 31433 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 280808 members 
Mstep: Class 9 contains 191939 members 
Mstep: Class 10 contains 214258 members 
Mstep: Class 11 contains 35259 members 
Mstep: Class 12 contains 24366 members 
Mstep: Class 13 contains 89714 members 
Mstep: Class 14 contains 9786 members 
Mstep: Class 15 contains 25638 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 19 contains 949 members 
Mstep: Class 20 contains 20515 members 
Mstep: Class 21 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117919208.000000 Penalty: 58326.246094
Iteration 17Q: 18 clusters Score -1.179192e+08 nChanged 24634
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 31464 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 277227 members 
Mstep: Class 9 contains 188189 members 
Mstep: Class 10 contains 215253 members 
Mstep: Class 11 contains 37673 members 
Mstep: Class 12 contains 24101 members 
Mstep: Class 13 contains 89136 members 
Mstep: Class 14 contains 9728 members 
Mstep: Class 15 contains 26138 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 4691 members 
Mstep: Class 19 contains 950 members 
Mstep: Class 20 contains 20745 members 
Mstep: Class 21 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117922872.000000 Penalty: 58326.246094
Iteration 18Q: 18 clusters Score -1.179229e+08 nChanged 22237
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 31658 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 6 contains 32582 members 
Mstep: Class 7 contains 272505 members 
Mstep: Class 9 contains 185864 members 
Mstep: Class 10 contains 215291 members 
Mstep: Class 11 contains 40438 members 
Mstep: Class 12 contains 23886 members 
Mstep: Class 13 contains 88550 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 26671 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 19 contains 950 members 
Mstep: Class 20 contains 20954 members 
Mstep: Class 21 contains 3026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117927176.000000 Penalty: 58326.246094
Iteration 19Q: 18 clusters Score -1.179272e+08 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 32075 members 
Mstep: Class 4 contains 7270 members 
Mstep: Class 6 contains 34702 members 
Mstep: Class 7 contains 267267 members 
Mstep: Class 9 contains 184155 members 
Mstep: Class 10 contains 214614 members 
Mstep: Class 11 contains 43478 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 87819 members 
Mstep: Class 14 contains 9549 members 
Mstep: Class 15 contains 27226 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 4595 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 21152 members 
Mstep: Class 21 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117933272.000000 Penalty: 58326.246094
Iteration 20F: 18 clusters Score -1.179333e+08 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 32680 members 
Mstep: Class 4 contains 7498 members 
Mstep: Class 6 contains 36945 members 
Mstep: Class 7 contains 261405 members 
Mstep: Class 9 contains 182830 members 
Mstep: Class 10 contains 213547 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 23428 members 
Mstep: Class 13 contains 86971 members 
Mstep: Class 14 contains 9476 members 
Mstep: Class 15 contains 27736 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 21344 members 
Mstep: Class 21 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117938176.000000 Penalty: 58326.246094
Iteration 21Q: 18 clusters Score -1.179382e+08 nChanged 19730
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 33444 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 6 contains 39295 members 
Mstep: Class 7 contains 255270 members 
Mstep: Class 9 contains 181748 members 
Mstep: Class 10 contains 212163 members 
Mstep: Class 11 contains 50655 members 
Mstep: Class 12 contains 23124 members 
Mstep: Class 13 contains 86066 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 28265 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 19 contains 942 members 
Mstep: Class 20 contains 21474 members 
Mstep: Class 21 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117942200.000000 Penalty: 58326.246094
Iteration 22Q: 18 clusters Score -1.179422e+08 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 34337 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 6 contains 41814 members 
Mstep: Class 7 contains 248916 members 
Mstep: Class 9 contains 180636 members 
Mstep: Class 10 contains 210705 members 
Mstep: Class 11 contains 54516 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 85082 members 
Mstep: Class 14 contains 9451 members 
Mstep: Class 15 contains 28699 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 21567 members 
Mstep: Class 21 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117946352.000000 Penalty: 58326.246094
Iteration 23Q: 18 clusters Score -1.179464e+08 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 35317 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 6 contains 44328 members 
Mstep: Class 7 contains 242470 members 
Mstep: Class 9 contains 179545 members 
Mstep: Class 10 contains 209105 members 
Mstep: Class 11 contains 58749 members 
Mstep: Class 12 contains 22563 members 
Mstep: Class 13 contains 84029 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 29087 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 19 contains 945 members 
Mstep: Class 20 contains 21617 members 
Mstep: Class 21 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117950888.000000 Penalty: 58326.246094
Iteration 24Q: 18 clusters Score -1.179509e+08 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 36397 members 
Mstep: Class 4 contains 8349 members 
Mstep: Class 6 contains 46859 members 
Mstep: Class 7 contains 236063 members 
Mstep: Class 9 contains 178452 members 
Mstep: Class 10 contains 207285 members 
Mstep: Class 11 contains 63371 members 
Mstep: Class 12 contains 22249 members 
Mstep: Class 13 contains 82838 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 29460 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 4006 members 
Mstep: Class 19 contains 945 members 
Mstep: Class 20 contains 21621 members 
Mstep: Class 21 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117956464.000000 Penalty: 58326.246094
Iteration 25Q: 18 clusters Score -1.179565e+08 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 37557 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 6 contains 49296 members 
Mstep: Class 7 contains 229752 members 
Mstep: Class 9 contains 177570 members 
Mstep: Class 10 contains 205364 members 
Mstep: Class 11 contains 68088 members 
Mstep: Class 12 contains 21844 members 
Mstep: Class 13 contains 81488 members 
Mstep: Class 14 contains 9378 members 
Mstep: Class 15 contains 29837 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 19 contains 938 members 
Mstep: Class 20 contains 21554 members 
Mstep: Class 21 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117961832.000000 Penalty: 58326.246094
Iteration 26Q: 18 clusters Score -1.179618e+08 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 38860 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 6 contains 51606 members 
Mstep: Class 7 contains 223387 members 
Mstep: Class 9 contains 176622 members 
Mstep: Class 10 contains 203482 members 
Mstep: Class 11 contains 73099 members 
Mstep: Class 12 contains 21426 members 
Mstep: Class 13 contains 79993 members 
Mstep: Class 14 contains 9304 members 
Mstep: Class 15 contains 30173 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 21509 members 
Mstep: Class 21 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117968608.000000 Penalty: 58326.246094
Iteration 27Q: 18 clusters Score -1.179686e+08 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 40304 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 6 contains 53772 members 
Mstep: Class 7 contains 217204 members 
Mstep: Class 9 contains 175678 members 
Mstep: Class 10 contains 201609 members 
Mstep: Class 11 contains 78261 members 
Mstep: Class 12 contains 21037 members 
Mstep: Class 13 contains 78288 members 
Mstep: Class 14 contains 9199 members 
Mstep: Class 15 contains 30459 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 21411 members 
Mstep: Class 21 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117974688.000000 Penalty: 58326.246094
Iteration 28Q: 18 clusters Score -1.179747e+08 nChanged 18815
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 42030 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 6 contains 55878 members 
Mstep: Class 7 contains 211142 members 
Mstep: Class 9 contains 174611 members 
Mstep: Class 10 contains 199845 members 
Mstep: Class 11 contains 83457 members 
Mstep: Class 12 contains 20802 members 
Mstep: Class 13 contains 76307 members 
Mstep: Class 14 contains 9100 members 
Mstep: Class 15 contains 30746 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 21270 members 
Mstep: Class 21 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117980256.000000 Penalty: 58326.246094
Iteration 29Q: 18 clusters Score -1.179803e+08 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 43888 members 
Mstep: Class 4 contains 9977 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 205602 members 
Mstep: Class 9 contains 173488 members 
Mstep: Class 10 contains 198322 members 
Mstep: Class 11 contains 88547 members 
Mstep: Class 12 contains 20659 members 
Mstep: Class 13 contains 74039 members 
Mstep: Class 14 contains 9006 members 
Mstep: Class 15 contains 31002 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 21100 members 
Mstep: Class 21 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117986136.000000 Penalty: 58326.246094
Iteration 30Q: 18 clusters Score -1.179861e+08 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 45919 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 6 contains 59443 members 
Mstep: Class 7 contains 200404 members 
Mstep: Class 9 contains 172196 members 
Mstep: Class 10 contains 197001 members 
Mstep: Class 11 contains 93569 members 
Mstep: Class 12 contains 20576 members 
Mstep: Class 13 contains 71619 members 
Mstep: Class 14 contains 8921 members 
Mstep: Class 15 contains 31238 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 20923 members 
Mstep: Class 21 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117992432.000000 Penalty: 58326.246094
Iteration 31Q: 18 clusters Score -1.179924e+08 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 47875 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 6 contains 61012 members 
Mstep: Class 7 contains 195489 members 
Mstep: Class 9 contains 170984 members 
Mstep: Class 10 contains 195875 members 
Mstep: Class 11 contains 98506 members 
Mstep: Class 12 contains 20523 members 
Mstep: Class 13 contains 69177 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 31435 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 20706 members 
Mstep: Class 21 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117998392.000000 Penalty: 58326.246094
Iteration 32Q: 18 clusters Score -1.179984e+08 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 49579 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 6 contains 62362 members 
Mstep: Class 7 contains 190915 members 
Mstep: Class 9 contains 169801 members 
Mstep: Class 10 contains 194797 members 
Mstep: Class 11 contains 103368 members 
Mstep: Class 12 contains 20493 members 
Mstep: Class 13 contains 66957 members 
Mstep: Class 14 contains 8635 members 
Mstep: Class 15 contains 31611 members 
Mstep: Class 16 contains 1900 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 19 contains 916 members 
Mstep: Class 20 contains 20477 members 
Mstep: Class 21 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118003624.000000 Penalty: 58326.246094
Iteration 33Q: 18 clusters Score -1.180036e+08 nChanged 15160
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 50799 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 6 contains 63538 members 
Mstep: Class 7 contains 186639 members 
Mstep: Class 9 contains 168711 members 
Mstep: Class 10 contains 193811 members 
Mstep: Class 11 contains 108077 members 
Mstep: Class 12 contains 20473 members 
Mstep: Class 13 contains 65261 members 
Mstep: Class 14 contains 8509 members 
Mstep: Class 15 contains 31798 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 19 contains 919 members 
Mstep: Class 20 contains 20219 members 
Mstep: Class 21 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118008608.000000 Penalty: 58326.246094
Iteration 34Q: 18 clusters Score -1.180086e+08 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 51732 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 6 contains 64498 members 
Mstep: Class 7 contains 182758 members 
Mstep: Class 9 contains 167590 members 
Mstep: Class 10 contains 192831 members 
Mstep: Class 11 contains 112776 members 
Mstep: Class 12 contains 20462 members 
Mstep: Class 13 contains 63996 members 
Mstep: Class 14 contains 8379 members 
Mstep: Class 15 contains 31920 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 19998 members 
Mstep: Class 21 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118012112.000000 Penalty: 58326.246094
Iteration 35Q: 18 clusters Score -1.180121e+08 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 52361 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 6 contains 65334 members 
Mstep: Class 7 contains 179448 members 
Mstep: Class 9 contains 166491 members 
Mstep: Class 10 contains 191927 members 
Mstep: Class 11 contains 117216 members 
Mstep: Class 12 contains 20456 members 
Mstep: Class 13 contains 63010 members 
Mstep: Class 14 contains 8259 members 
Mstep: Class 15 contains 32035 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 19736 members 
Mstep: Class 21 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118015224.000000 Penalty: 58326.246094
Iteration 36Q: 18 clusters Score -1.180152e+08 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 52866 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 6 contains 66022 members 
Mstep: Class 7 contains 176521 members 
Mstep: Class 9 contains 165465 members 
Mstep: Class 10 contains 191033 members 
Mstep: Class 11 contains 121348 members 
Mstep: Class 12 contains 20441 members 
Mstep: Class 13 contains 62316 members 
Mstep: Class 14 contains 8146 members 
Mstep: Class 15 contains 32156 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 19461 members 
Mstep: Class 21 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118018184.000000 Penalty: 58326.246094
Iteration 37Q: 18 clusters Score -1.180182e+08 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 53132 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 6 contains 66648 members 
Mstep: Class 7 contains 174052 members 
Mstep: Class 9 contains 164481 members 
Mstep: Class 10 contains 190208 members 
Mstep: Class 11 contains 125265 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 61850 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 32265 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 19165 members 
Mstep: Class 21 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118020648.000000 Penalty: 58326.246094
Iteration 38Q: 18 clusters Score -1.180206e+08 nChanged 10316
Entering ConstructFrom: 
Score: -118020648.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (85255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Entering Unmasked Estep 
Score: -10054322.000000 Penalty: 2815.643799
	Iteration 0F: 2 clusters Score -1.005432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -9997228.000000 Penalty: 5631.287598
	Iteration 0F: 3 clusters Score -9997228 nChanged 40037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -10019705.000000 Penalty: 5631.287598
	Iteration 1F: 3 clusters Score -1.00197e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -10020690.000000 Penalty: 5631.287598
	Iteration 2Q: 3 clusters Score -1.002069e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -10022139.000000 Penalty: 5631.287598
	Iteration 3Q: 3 clusters Score -1.002214e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -10024327.000000 Penalty: 5631.287598
	Iteration 4Q: 3 clusters Score -1.002433e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -10027841.000000 Penalty: 5631.287598
	Iteration 5F: 3 clusters Score -1.002784e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -10032957.000000 Penalty: 5631.287598
	Iteration 6F: 3 clusters Score -1.003296e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -10038816.000000 Penalty: 5631.287598
	Iteration 7F: 3 clusters Score -1.003882e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -10043992.000000 Penalty: 5631.287598
	Iteration 8F: 3 clusters Score -1.004399e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -10047654.000000 Penalty: 5631.287598
	Iteration 9Q: 3 clusters Score -1.004765e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -10049716.000000 Penalty: 5631.287598
	Iteration 10Q: 3 clusters Score -1.004972e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10050784.000000 Penalty: 5631.287598
	Iteration 11Q: 3 clusters Score -1.005078e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10051251.000000 Penalty: 5631.287598
	Iteration 12Q: 3 clusters Score -1.005125e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 84326 members 
Entering Unmasked Estep 
Score: -10051536.000000 Penalty: 5631.287598
	Iteration 13Q: 3 clusters Score -1.005154e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -10051694.000000 Penalty: 5631.287598
	Iteration 14Q: 3 clusters Score -1.005169e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -10051775.000000 Penalty: 5631.287598
	Iteration 15Q: 3 clusters Score -1.005178e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -10051799.000000 Penalty: 5631.287598
	Iteration 16Q: 3 clusters Score -1.00518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -10051824.000000 Penalty: 5631.287598
	Iteration 17Q: 3 clusters Score -1.005182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -10051854.000000 Penalty: 5631.287598
	Iteration 18Q: 3 clusters Score -1.005185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -10051867.000000 Penalty: 5631.287598
	Iteration 19Q: 3 clusters Score -1.005187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10051866.000000 Penalty: 5631.287598
	Iteration 20F: 3 clusters Score -1.005187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -10051875.000000 Penalty: 5631.287598
	Iteration 21Q: 3 clusters Score -1.005188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -10051884.000000 Penalty: 5631.287598
	Iteration 22Q: 3 clusters Score -1.005188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -10051893.000000 Penalty: 5631.287598
	Iteration 23Q: 3 clusters Score -1.005189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -10051890.000000 Penalty: 5631.287598
	Iteration 24Q: 3 clusters Score -1.005189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -10051897.000000 Penalty: 5631.287598
	Iteration 25Q: 3 clusters Score -1.00519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -10051898.000000 Penalty: 5631.287598
	Iteration 26Q: 3 clusters Score -1.00519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10051895.000000 Penalty: 5631.287598
	Iteration 27Q: 3 clusters Score -1.00519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10051901.000000 Penalty: 5631.287598
	Iteration 28Q: 3 clusters Score -1.00519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -10051910.000000 Penalty: 5631.287598
	Iteration 29Q: 3 clusters Score -1.005191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10051915.000000 Penalty: 5631.287598
	Iteration 30Q: 3 clusters Score -1.005192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -10051917.000000 Penalty: 5631.287598
	Iteration 31Q: 3 clusters Score -1.005192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -10051917.000000 Penalty: 5631.287598
	Iteration 32Q: 3 clusters Score -1.005192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -10051921.000000 Penalty: 5631.287598
	Iteration 33Q: 3 clusters Score -1.005192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -10051914.000000 Penalty: 5631.287598
	Iteration 34Q: 3 clusters Score -1.005191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -10051915.000000 Penalty: 5631.287598
	Iteration 35Q: 3 clusters Score -1.005192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -10051915.000000 Penalty: 5631.287598
	Iteration 36F: 3 clusters Score -1.005192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Entering Unmasked Estep 
Score: -6359672.000000 Penalty: 2698.885498
	Iteration 0F: 2 clusters Score -6359672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6323993.000000 Penalty: 5397.770996
	Iteration 0F: 3 clusters Score -6323993 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -6337539.000000 Penalty: 5397.770996
	Iteration 1F: 3 clusters Score -6337539 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -6338155.500000 Penalty: 5397.770996
	Iteration 2Q: 3 clusters Score -6338156 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -6338875.000000 Penalty: 5397.770996
	Iteration 3Q: 3 clusters Score -6338875 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -6339901.000000 Penalty: 5397.770996
	Iteration 4Q: 3 clusters Score -6339901 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6341382.500000 Penalty: 5397.770996
	Iteration 5F: 3 clusters Score -6341382 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -6343584.500000 Penalty: 5397.770996
	Iteration 6F: 3 clusters Score -6343584 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -6346657.000000 Penalty: 5397.770996
	Iteration 7F: 3 clusters Score -6346657 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -6350262.500000 Penalty: 5397.770996
	Iteration 8F: 3 clusters Score -6350262 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6352815.000000 Penalty: 5397.770996
	Iteration 9F: 3 clusters Score -6352815 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -6353889.500000 Penalty: 5397.770996
	Iteration 10Q: 3 clusters Score -6353890 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -6354356.500000 Penalty: 5397.770996
	Iteration 11Q: 3 clusters Score -6354356 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -6354623.000000 Penalty: 5397.770996
	Iteration 12Q: 3 clusters Score -6354623 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -6354846.500000 Penalty: 5397.770996
	Iteration 13Q: 3 clusters Score -6354846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -6355064.500000 Penalty: 5397.770996
	Iteration 14Q: 3 clusters Score -6355064 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -6355180.500000 Penalty: 5397.770996
	Iteration 15Q: 3 clusters Score -6355180 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -6355300.000000 Penalty: 5397.770996
	Iteration 16Q: 3 clusters Score -6355300 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -6355405.000000 Penalty: 5397.770996
	Iteration 17Q: 3 clusters Score -6355405 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -6355530.500000 Penalty: 5397.770996
	Iteration 18Q: 3 clusters Score -6355530 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6355594.000000 Penalty: 5397.770996
	Iteration 19Q: 3 clusters Score -6355594 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -6355724.000000 Penalty: 5397.770996
	Iteration 20F: 3 clusters Score -6355724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6355817.000000 Penalty: 5397.770996
	Iteration 21Q: 3 clusters Score -6355817 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -6355963.000000 Penalty: 5397.770996
	Iteration 22Q: 3 clusters Score -6355963 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -6356082.500000 Penalty: 5397.770996
	Iteration 23Q: 3 clusters Score -6356082 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -6356203.000000 Penalty: 5397.770996
	Iteration 24Q: 3 clusters Score -6356203 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6356328.500000 Penalty: 5397.770996
	Iteration 25Q: 3 clusters Score -6356328 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -6356418.500000 Penalty: 5397.770996
	Iteration 26Q: 3 clusters Score -6356418 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -6356511.000000 Penalty: 5397.770996
	Iteration 27Q: 3 clusters Score -6356511 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6356574.000000 Penalty: 5397.770996
	Iteration 28Q: 3 clusters Score -6356574 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6356659.000000 Penalty: 5397.770996
	Iteration 29Q: 3 clusters Score -6356659 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6356728.000000 Penalty: 5397.770996
	Iteration 30Q: 3 clusters Score -6356728 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -6356791.500000 Penalty: 5397.770996
	Iteration 31Q: 3 clusters Score -6356792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6356857.000000 Penalty: 5397.770996
	Iteration 32Q: 3 clusters Score -6356857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -6356919.500000 Penalty: 5397.770996
	Iteration 33Q: 3 clusters Score -6356920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6356966.500000 Penalty: 5397.770996
	Iteration 34Q: 3 clusters Score -6356966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6357025.000000 Penalty: 5397.770996
	Iteration 35Q: 3 clusters Score -6357025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6357079.500000 Penalty: 5397.770996
	Iteration 36Q: 3 clusters Score -6357080 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6357128.000000 Penalty: 5397.770996
	Iteration 37Q: 3 clusters Score -6357128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6357166.500000 Penalty: 5397.770996
	Iteration 38Q: 3 clusters Score -6357166 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6357217.500000 Penalty: 5397.770996
	Iteration 39Q: 3 clusters Score -6357218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6357275.000000 Penalty: 5397.770996
	Iteration 40F: 3 clusters Score -6357275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6357326.500000 Penalty: 5397.770996
	Iteration 41Q: 3 clusters Score -6357326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6357360.500000 Penalty: 5397.770996
	Iteration 42Q: 3 clusters Score -6357360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6357376.500000 Penalty: 5397.770996
	Iteration 43Q: 3 clusters Score -6357376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6357402.000000 Penalty: 5397.770996
	Iteration 44Q: 3 clusters Score -6357402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6357433.500000 Penalty: 5397.770996
	Iteration 45Q: 3 clusters Score -6357434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6357443.500000 Penalty: 5397.770996
	Iteration 46Q: 3 clusters Score -6357444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6357463.500000 Penalty: 5397.770996
	Iteration 47Q: 3 clusters Score -6357464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6357472.500000 Penalty: 5397.770996
	Iteration 48Q: 3 clusters Score -6357472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6357498.500000 Penalty: 5397.770996
	Iteration 49Q: 3 clusters Score -6357498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6357507.500000 Penalty: 5397.770996
	Iteration 50Q: 3 clusters Score -6357508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6357510.000000 Penalty: 5397.770996
	Iteration 51Q: 3 clusters Score -6357510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6357536.000000 Penalty: 5397.770996
	Iteration 52Q: 3 clusters Score -6357536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6357536.000000 Penalty: 5397.770996
	Iteration 53Q: 3 clusters Score -6357536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6357555.000000 Penalty: 5397.770996
	Iteration 54Q: 3 clusters Score -6357555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6357562.000000 Penalty: 5397.770996
	Iteration 55Q: 3 clusters Score -6357562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6357572.000000 Penalty: 5397.770996
	Iteration 56Q: 3 clusters Score -6357572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6357568.000000 Penalty: 5397.770996
	Iteration 57Q: 3 clusters Score -6357568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6357592.000000 Penalty: 5397.770996
	Iteration 58Q: 3 clusters Score -6357592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6357584.500000 Penalty: 5397.770996
	Iteration 59Q: 3 clusters Score -6357584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6357593.000000 Penalty: 5397.770996
	Iteration 60F: 3 clusters Score -6357593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6357587.000000 Penalty: 5397.770996
	Iteration 61Q: 3 clusters Score -6357587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6357590.000000 Penalty: 5397.770996
	Iteration 62Q: 3 clusters Score -6357590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6357584.500000 Penalty: 5397.770996
	Iteration 63Q: 3 clusters Score -6357584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6357591.500000 Penalty: 5397.770996
	Iteration 64Q: 3 clusters Score -6357592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6357603.000000 Penalty: 5397.770996
	Iteration 65Q: 3 clusters Score -6357603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6357597.000000 Penalty: 5397.770996
	Iteration 66Q: 3 clusters Score -6357597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6357592.000000 Penalty: 5397.770996
	Iteration 67Q: 3 clusters Score -6357592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6357599.000000 Penalty: 5397.770996
	Iteration 68Q: 3 clusters Score -6357599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6357598.500000 Penalty: 5397.770996
	Iteration 69Q: 3 clusters Score -6357598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6357594.500000 Penalty: 5397.770996
	Iteration 70Q: 3 clusters Score -6357594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6357596.000000 Penalty: 5397.770996
	Iteration 71Q: 3 clusters Score -6357596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6357598.000000 Penalty: 5397.770996
	Iteration 72Q: 3 clusters Score -6357598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6357600.500000 Penalty: 5397.770996
	Iteration 73Q: 3 clusters Score -6357600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6357600.500000 Penalty: 5397.770996
	Iteration 74F: 3 clusters Score -6357600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Entering Unmasked Estep 
Score: -1167992.000000 Penalty: 2285.080322
	Iteration 0F: 2 clusters Score -1167992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1160336.375000 Penalty: 4570.160645
	Iteration 0F: 3 clusters Score -1160336 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1162535.500000 Penalty: 4570.160645
	Iteration 1F: 3 clusters Score -1162536 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1162849.000000 Penalty: 4570.160645
	Iteration 2F: 3 clusters Score -1162849 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1163119.875000 Penalty: 4570.160645
	Iteration 3F: 3 clusters Score -1163120 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1163358.375000 Penalty: 4570.160645
	Iteration 4Q: 3 clusters Score -1163358 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1163631.250000 Penalty: 4570.160645
	Iteration 5Q: 3 clusters Score -1163631 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1163940.625000 Penalty: 4570.160645
	Iteration 6Q: 3 clusters Score -1163941 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1164263.250000 Penalty: 4570.160645
	Iteration 7Q: 3 clusters Score -1164263 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1164636.250000 Penalty: 4570.160645
	Iteration 8Q: 3 clusters Score -1164636 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1165006.625000 Penalty: 4570.160645
	Iteration 9Q: 3 clusters Score -1165007 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1165303.750000 Penalty: 4570.160645
	Iteration 10Q: 3 clusters Score -1165304 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1165530.125000 Penalty: 4570.160645
	Iteration 11Q: 3 clusters Score -1165530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1165677.250000 Penalty: 4570.160645
	Iteration 12Q: 3 clusters Score -1165677 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1165792.625000 Penalty: 4570.160645
	Iteration 13Q: 3 clusters Score -1165793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1165896.000000 Penalty: 4570.160645
	Iteration 14Q: 3 clusters Score -1165896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1165961.625000 Penalty: 4570.160645
	Iteration 15Q: 3 clusters Score -1165962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1165993.750000 Penalty: 4570.160645
	Iteration 16Q: 3 clusters Score -1165994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1166019.250000 Penalty: 4570.160645
	Iteration 17Q: 3 clusters Score -1166019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1166039.500000 Penalty: 4570.160645
	Iteration 18Q: 3 clusters Score -1166040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1166063.125000 Penalty: 4570.160645
	Iteration 19Q: 3 clusters Score -1166063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1166078.500000 Penalty: 4570.160645
	Iteration 20F: 3 clusters Score -1166078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1166092.000000 Penalty: 4570.160645
	Iteration 21Q: 3 clusters Score -1166092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1166096.375000 Penalty: 4570.160645
	Iteration 22Q: 3 clusters Score -1166096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1166106.250000 Penalty: 4570.160645
	Iteration 23Q: 3 clusters Score -1166106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1166114.250000 Penalty: 4570.160645
	Iteration 24Q: 3 clusters Score -1166114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1166128.625000 Penalty: 4570.160645
	Iteration 25Q: 3 clusters Score -1166129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1166138.875000 Penalty: 4570.160645
	Iteration 26Q: 3 clusters Score -1166139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1166143.625000 Penalty: 4570.160645
	Iteration 27Q: 3 clusters Score -1166144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1166146.000000 Penalty: 4570.160645
	Iteration 28Q: 3 clusters Score -1166146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1166148.875000 Penalty: 4570.160645
	Iteration 29Q: 3 clusters Score -1166149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1166150.875000 Penalty: 4570.160645
	Iteration 30Q: 3 clusters Score -1166151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1166150.500000 Penalty: 4570.160645
	Iteration 31Q: 3 clusters Score -1166150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1166153.125000 Penalty: 4570.160645
	Iteration 32Q: 3 clusters Score -1166153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1166153.125000 Penalty: 4570.160645
	Iteration 33F: 3 clusters Score -1166153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Entering Unmasked Estep 
Score: -8001312.500000 Penalty: 2756.537598
	Iteration 0F: 2 clusters Score -8001312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -7956338.500000 Penalty: 5513.075195
	Iteration 0F: 3 clusters Score -7956338 nChanged 31358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -7974051.500000 Penalty: 5513.075195
	Iteration 1F: 3 clusters Score -7974052 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -7974653.500000 Penalty: 5513.075195
	Iteration 2Q: 3 clusters Score -7974654 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -7975185.500000 Penalty: 5513.075195
	Iteration 3Q: 3 clusters Score -7975186 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -7975678.500000 Penalty: 5513.075195
	Iteration 4Q: 3 clusters Score -7975678 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -7976308.500000 Penalty: 5513.075195
	Iteration 5Q: 3 clusters Score -7976308 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -7977012.000000 Penalty: 5513.075195
	Iteration 6Q: 3 clusters Score -7977012 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -7977870.500000 Penalty: 5513.075195
	Iteration 7Q: 3 clusters Score -7977870 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7979120.000000 Penalty: 5513.075195
	Iteration 8Q: 3 clusters Score -7979120 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -7981093.000000 Penalty: 5513.075195
	Iteration 9F: 3 clusters Score -7981093 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7984268.000000 Penalty: 5513.075195
	Iteration 10F: 3 clusters Score -7984268 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7988099.500000 Penalty: 5513.075195
	Iteration 11F: 3 clusters Score -7988100 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -7990969.500000 Penalty: 5513.075195
	Iteration 12F: 3 clusters Score -7990970 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -7992213.000000 Penalty: 5513.075195
	Iteration 13Q: 3 clusters Score -7992213 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -7992826.500000 Penalty: 5513.075195
	Iteration 14Q: 3 clusters Score -7992826 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -7993266.000000 Penalty: 5513.075195
	Iteration 15Q: 3 clusters Score -7993266 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -7993542.500000 Penalty: 5513.075195
	Iteration 16Q: 3 clusters Score -7993542 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -7993902.000000 Penalty: 5513.075195
	Iteration 17Q: 3 clusters Score -7993902 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -7994159.500000 Penalty: 5513.075195
	Iteration 18Q: 3 clusters Score -7994160 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7994486.000000 Penalty: 5513.075195
	Iteration 19Q: 3 clusters Score -7994486 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7994702.000000 Penalty: 5513.075195
	Iteration 20F: 3 clusters Score -7994702 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -7994902.500000 Penalty: 5513.075195
	Iteration 21Q: 3 clusters Score -7994902 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -7995063.000000 Penalty: 5513.075195
	Iteration 22Q: 3 clusters Score -7995063 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7995277.500000 Penalty: 5513.075195
	Iteration 23Q: 3 clusters Score -7995278 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -7995501.500000 Penalty: 5513.075195
	Iteration 24Q: 3 clusters Score -7995502 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -7995684.500000 Penalty: 5513.075195
	Iteration 25Q: 3 clusters Score -7995684 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -7995858.500000 Penalty: 5513.075195
	Iteration 26Q: 3 clusters Score -7995858 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7996055.000000 Penalty: 5513.075195
	Iteration 27Q: 3 clusters Score -7996055 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -7996245.500000 Penalty: 5513.075195
	Iteration 28Q: 3 clusters Score -7996246 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -7996447.500000 Penalty: 5513.075195
	Iteration 29Q: 3 clusters Score -7996448 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -7996630.500000 Penalty: 5513.075195
	Iteration 30Q: 3 clusters Score -7996630 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7996798.000000 Penalty: 5513.075195
	Iteration 31Q: 3 clusters Score -7996798 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7996985.000000 Penalty: 5513.075195
	Iteration 32Q: 3 clusters Score -7996985 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7997140.500000 Penalty: 5513.075195
	Iteration 33Q: 3 clusters Score -7997140 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7997287.500000 Penalty: 5513.075195
	Iteration 34Q: 3 clusters Score -7997288 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7997425.000000 Penalty: 5513.075195
	Iteration 35Q: 3 clusters Score -7997425 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -7997568.500000 Penalty: 5513.075195
	Iteration 36Q: 3 clusters Score -7997568 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7997683.500000 Penalty: 5513.075195
	Iteration 37Q: 3 clusters Score -7997684 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -7997835.000000 Penalty: 5513.075195
	Iteration 38Q: 3 clusters Score -7997835 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -7997984.500000 Penalty: 5513.075195
	Iteration 39Q: 3 clusters Score -7997984 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -7998098.000000 Penalty: 5513.075195
	Iteration 40F: 3 clusters Score -7998098 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -7998182.000000 Penalty: 5513.075195
	Iteration 41Q: 3 clusters Score -7998182 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -7998304.500000 Penalty: 5513.075195
	Iteration 42Q: 3 clusters Score -7998304 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -7998390.000000 Penalty: 5513.075195
	Iteration 43Q: 3 clusters Score -7998390 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7998442.500000 Penalty: 5513.075195
	Iteration 44Q: 3 clusters Score -7998442 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -7998496.500000 Penalty: 5513.075195
	Iteration 45Q: 3 clusters Score -7998496 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -7998556.500000 Penalty: 5513.075195
	Iteration 46Q: 3 clusters Score -7998556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -7998614.000000 Penalty: 5513.075195
	Iteration 47Q: 3 clusters Score -7998614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -7998669.500000 Penalty: 5513.075195
	Iteration 48Q: 3 clusters Score -7998670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -7998728.000000 Penalty: 5513.075195
	Iteration 49Q: 3 clusters Score -7998728 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -7998776.500000 Penalty: 5513.075195
	Iteration 50Q: 3 clusters Score -7998776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -7998773.000000 Penalty: 5513.075195
	Iteration 51Q: 3 clusters Score -7998773 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -7998803.500000 Penalty: 5513.075195
	Iteration 52Q: 3 clusters Score -7998804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -7998843.500000 Penalty: 5513.075195
	Iteration 53Q: 3 clusters Score -7998844 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -7998856.000000 Penalty: 5513.075195
	Iteration 54Q: 3 clusters Score -7998856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7998891.000000 Penalty: 5513.075195
	Iteration 55Q: 3 clusters Score -7998891 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -7998918.000000 Penalty: 5513.075195
	Iteration 56Q: 3 clusters Score -7998918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64395 members 
Entering Unmasked Estep 
Score: -7998928.000000 Penalty: 5513.075195
	Iteration 57Q: 3 clusters Score -7998928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -7998938.000000 Penalty: 5513.075195
	Iteration 58Q: 3 clusters Score -7998938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -7998976.000000 Penalty: 5513.075195
	Iteration 59Q: 3 clusters Score -7998976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7998993.000000 Penalty: 5513.075195
	Iteration 60F: 3 clusters Score -7998993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -7999006.000000 Penalty: 5513.075195
	Iteration 61Q: 3 clusters Score -7999006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -7999026.000000 Penalty: 5513.075195
	Iteration 62Q: 3 clusters Score -7999026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -7999062.500000 Penalty: 5513.075195
	Iteration 63Q: 3 clusters Score -7999062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -7999072.000000 Penalty: 5513.075195
	Iteration 64Q: 3 clusters Score -7999072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -7999097.500000 Penalty: 5513.075195
	Iteration 65Q: 3 clusters Score -7999098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -7999106.500000 Penalty: 5513.075195
	Iteration 66Q: 3 clusters Score -7999106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -7999116.000000 Penalty: 5513.075195
	Iteration 67Q: 3 clusters Score -7999116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -7999121.500000 Penalty: 5513.075195
	Iteration 68Q: 3 clusters Score -7999122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -7999136.000000 Penalty: 5513.075195
	Iteration 69Q: 3 clusters Score -7999136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -7999140.500000 Penalty: 5513.075195
	Iteration 70Q: 3 clusters Score -7999140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -7999156.500000 Penalty: 5513.075195
	Iteration 71Q: 3 clusters Score -7999156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -7999157.500000 Penalty: 5513.075195
	Iteration 72Q: 3 clusters Score -7999158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -7999156.500000 Penalty: 5513.075195
	Iteration 73Q: 3 clusters Score -7999156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -7999162.500000 Penalty: 5513.075195
	Iteration 74Q: 3 clusters Score -7999162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -7999159.000000 Penalty: 5513.075195
	Iteration 75Q: 3 clusters Score -7999159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -7999168.500000 Penalty: 5513.075195
	Iteration 76Q: 3 clusters Score -7999168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7999177.500000 Penalty: 5513.075195
	Iteration 77Q: 3 clusters Score -7999178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -7999179.000000 Penalty: 5513.075195
	Iteration 78Q: 3 clusters Score -7999179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -7999175.500000 Penalty: 5513.075195
	Iteration 79Q: 3 clusters Score -7999176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -7999181.500000 Penalty: 5513.075195
	Iteration 80F: 3 clusters Score -7999182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -7999185.000000 Penalty: 5513.075195
	Iteration 81Q: 3 clusters Score -7999185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -7999200.500000 Penalty: 5513.075195
	Iteration 82Q: 3 clusters Score -7999200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -7999199.000000 Penalty: 5513.075195
	Iteration 83Q: 3 clusters Score -7999199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -7999196.500000 Penalty: 5513.075195
	Iteration 84Q: 3 clusters Score -7999196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -7999203.000000 Penalty: 5513.075195
	Iteration 85Q: 3 clusters Score -7999203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -7999211.500000 Penalty: 5513.075195
	Iteration 86Q: 3 clusters Score -7999212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7999207.000000 Penalty: 5513.075195
	Iteration 87Q: 3 clusters Score -7999207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -7999212.500000 Penalty: 5513.075195
	Iteration 88Q: 3 clusters Score -7999212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -7999215.500000 Penalty: 5513.075195
	Iteration 89Q: 3 clusters Score -7999216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -7999217.500000 Penalty: 5513.075195
	Iteration 90Q: 3 clusters Score -7999218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -7999215.000000 Penalty: 5513.075195
	Iteration 91Q: 3 clusters Score -7999215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7999214.000000 Penalty: 5513.075195
	Iteration 92Q: 3 clusters Score -7999214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -7999218.500000 Penalty: 5513.075195
	Iteration 93Q: 3 clusters Score -7999218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7999215.000000 Penalty: 5513.075195
	Iteration 94Q: 3 clusters Score -7999215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -7999221.000000 Penalty: 5513.075195
	Iteration 95Q: 3 clusters Score -7999221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -7999216.000000 Penalty: 5513.075195
	Iteration 96Q: 3 clusters Score -7999216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -7999215.000000 Penalty: 5513.075195
	Iteration 97Q: 3 clusters Score -7999215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -7999221.000000 Penalty: 5513.075195
	Iteration 98Q: 3 clusters Score -7999221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -7999224.000000 Penalty: 5513.075195
	Iteration 99Q: 3 clusters Score -7999224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -7999212.500000 Penalty: 5513.075195
	Iteration 100F: 3 clusters Score -7999212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -7999228.500000 Penalty: 5513.075195
	Iteration 101Q: 3 clusters Score -7999228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -7999227.500000 Penalty: 5513.075195
	Iteration 102Q: 3 clusters Score -7999228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -7999231.000000 Penalty: 5513.075195
	Iteration 103Q: 3 clusters Score -7999231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -7999233.000000 Penalty: 5513.075195
	Iteration 104Q: 3 clusters Score -7999233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -7999243.500000 Penalty: 5513.075195
	Iteration 105Q: 3 clusters Score -7999244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -7999252.000000 Penalty: 5513.075195
	Iteration 106Q: 3 clusters Score -7999252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -7999252.000000 Penalty: 5513.075195
	Iteration 107Q: 3 clusters Score -7999252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -7999250.500000 Penalty: 5513.075195
	Iteration 108Q: 3 clusters Score -7999250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -7999252.000000 Penalty: 5513.075195
	Iteration 109Q: 3 clusters Score -7999252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -7999245.500000 Penalty: 5513.075195
	Iteration 110Q: 3 clusters Score -7999246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7999251.000000 Penalty: 5513.075195
	Iteration 111Q: 3 clusters Score -7999251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -7999245.000000 Penalty: 5513.075195
	Iteration 112Q: 3 clusters Score -7999245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -7999245.000000 Penalty: 5513.075195
	Iteration 113Q: 3 clusters Score -7999245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -7999248.500000 Penalty: 5513.075195
	Iteration 114Q: 3 clusters Score -7999248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7999243.500000 Penalty: 5513.075195
	Iteration 115Q: 3 clusters Score -7999244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7999243.500000 Penalty: 5513.075195
	Iteration 116F: 3 clusters Score -7999244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (171891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171891 members 
Entering Unmasked Estep 
Score: -20238600.000000 Penalty: 2989.544678
	Iteration 0F: 2 clusters Score -2.02386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -20125748.000000 Penalty: 5979.089355
	Iteration 0F: 3 clusters Score -2.012575e+07 nChanged 82170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -20173870.000000 Penalty: 5979.089355
	Iteration 1F: 3 clusters Score -2.017387e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -20174926.000000 Penalty: 5979.089355
	Iteration 2Q: 3 clusters Score -2.017493e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -20175932.000000 Penalty: 5979.089355
	Iteration 3Q: 3 clusters Score -2.017593e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -20177384.000000 Penalty: 5979.089355
	Iteration 4Q: 3 clusters Score -2.017738e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -20179328.000000 Penalty: 5979.089355
	Iteration 5Q: 3 clusters Score -2.017933e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -20182268.000000 Penalty: 5979.089355
	Iteration 6Q: 3 clusters Score -2.018227e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -20187384.000000 Penalty: 5979.089355
	Iteration 7Q: 3 clusters Score -2.018738e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -20194640.000000 Penalty: 5979.089355
	Iteration 8F: 3 clusters Score -2.019464e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -20203550.000000 Penalty: 5979.089355
	Iteration 9F: 3 clusters Score -2.020355e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -20209534.000000 Penalty: 5979.089355
	Iteration 10F: 3 clusters Score -2.020953e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -20211862.000000 Penalty: 5979.089355
	Iteration 11Q: 3 clusters Score -2.021186e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -20212618.000000 Penalty: 5979.089355
	Iteration 12Q: 3 clusters Score -2.021262e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -20213060.000000 Penalty: 5979.089355
	Iteration 13Q: 3 clusters Score -2.021306e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -20213422.000000 Penalty: 5979.089355
	Iteration 14Q: 3 clusters Score -2.021342e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101310 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -20213780.000000 Penalty: 5979.089355
	Iteration 15Q: 3 clusters Score -2.021378e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -20214084.000000 Penalty: 5979.089355
	Iteration 16Q: 3 clusters Score -2.021408e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -20214458.000000 Penalty: 5979.089355
	Iteration 17Q: 3 clusters Score -2.021446e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -20214752.000000 Penalty: 5979.089355
	Iteration 18Q: 3 clusters Score -2.021475e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -20215114.000000 Penalty: 5979.089355
	Iteration 19Q: 3 clusters Score -2.021511e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -20215452.000000 Penalty: 5979.089355
	Iteration 20F: 3 clusters Score -2.021545e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -20215836.000000 Penalty: 5979.089355
	Iteration 21Q: 3 clusters Score -2.021584e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -20216264.000000 Penalty: 5979.089355
	Iteration 22Q: 3 clusters Score -2.021626e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -20216620.000000 Penalty: 5979.089355
	Iteration 23Q: 3 clusters Score -2.021662e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -20217022.000000 Penalty: 5979.089355
	Iteration 24Q: 3 clusters Score -2.021702e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -20217522.000000 Penalty: 5979.089355
	Iteration 25Q: 3 clusters Score -2.021752e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -20218058.000000 Penalty: 5979.089355
	Iteration 26Q: 3 clusters Score -2.021806e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119814 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -20218560.000000 Penalty: 5979.089355
	Iteration 27Q: 3 clusters Score -2.021856e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -20219080.000000 Penalty: 5979.089355
	Iteration 28Q: 3 clusters Score -2.021908e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -20219636.000000 Penalty: 5979.089355
	Iteration 29Q: 3 clusters Score -2.021964e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -20220228.000000 Penalty: 5979.089355
	Iteration 30Q: 3 clusters Score -2.022023e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -20220902.000000 Penalty: 5979.089355
	Iteration 31Q: 3 clusters Score -2.02209e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131481 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -20221592.000000 Penalty: 5979.089355
	Iteration 32Q: 3 clusters Score -2.022159e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134029 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -20222332.000000 Penalty: 5979.089355
	Iteration 33Q: 3 clusters Score -2.022233e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -20223242.000000 Penalty: 5979.089355
	Iteration 34Q: 3 clusters Score -2.022324e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -20224212.000000 Penalty: 5979.089355
	Iteration 35Q: 3 clusters Score -2.022421e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -20225242.000000 Penalty: 5979.089355
	Iteration 36Q: 3 clusters Score -2.022524e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -20226246.000000 Penalty: 5979.089355
	Iteration 37Q: 3 clusters Score -2.022625e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148211 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -20227420.000000 Penalty: 5979.089355
	Iteration 38Q: 3 clusters Score -2.022742e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -20228568.000000 Penalty: 5979.089355
	Iteration 39Q: 3 clusters Score -2.022857e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -20229546.000000 Penalty: 5979.089355
	Iteration 40F: 3 clusters Score -2.022955e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -20230662.000000 Penalty: 5979.089355
	Iteration 41Q: 3 clusters Score -2.023066e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -20231494.000000 Penalty: 5979.089355
	Iteration 42Q: 3 clusters Score -2.023149e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -20232186.000000 Penalty: 5979.089355
	Iteration 43Q: 3 clusters Score -2.023219e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161845 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -20232920.000000 Penalty: 5979.089355
	Iteration 44Q: 3 clusters Score -2.023292e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -20233526.000000 Penalty: 5979.089355
	Iteration 45Q: 3 clusters Score -2.023353e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -20233950.000000 Penalty: 5979.089355
	Iteration 46Q: 3 clusters Score -2.023395e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -20234294.000000 Penalty: 5979.089355
	Iteration 47Q: 3 clusters Score -2.023429e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -20234586.000000 Penalty: 5979.089355
	Iteration 48Q: 3 clusters Score -2.023459e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -20234810.000000 Penalty: 5979.089355
	Iteration 49Q: 3 clusters Score -2.023481e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -20235090.000000 Penalty: 5979.089355
	Iteration 50Q: 3 clusters Score -2.023509e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168366 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -20235232.000000 Penalty: 5979.089355
	Iteration 51Q: 3 clusters Score -2.023523e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20235336.000000 Penalty: 5979.089355
	Iteration 52Q: 3 clusters Score -2.023534e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169052 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20235464.000000 Penalty: 5979.089355
	Iteration 53Q: 3 clusters Score -2.023546e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -20235574.000000 Penalty: 5979.089355
	Iteration 54Q: 3 clusters Score -2.023557e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -20235658.000000 Penalty: 5979.089355
	Iteration 55Q: 3 clusters Score -2.023566e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -20235732.000000 Penalty: 5979.089355
	Iteration 56Q: 3 clusters Score -2.023573e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20235774.000000 Penalty: 5979.089355
	Iteration 57Q: 3 clusters Score -2.023577e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20235828.000000 Penalty: 5979.089355
	Iteration 58Q: 3 clusters Score -2.023583e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169984 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -20235856.000000 Penalty: 5979.089355
	Iteration 59Q: 3 clusters Score -2.023586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20235910.000000 Penalty: 5979.089355
	Iteration 60F: 3 clusters Score -2.023591e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20235916.000000 Penalty: 5979.089355
	Iteration 61Q: 3 clusters Score -2.023592e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -20235938.000000 Penalty: 5979.089355
	Iteration 62Q: 3 clusters Score -2.023594e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20235938.000000 Penalty: 5979.089355
	Iteration 63Q: 3 clusters Score -2.023594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20235948.000000 Penalty: 5979.089355
	Iteration 64Q: 3 clusters Score -2.023595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20235952.000000 Penalty: 5979.089355
	Iteration 65Q: 3 clusters Score -2.023595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20235954.000000 Penalty: 5979.089355
	Iteration 66Q: 3 clusters Score -2.023595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -20235948.000000 Penalty: 5979.089355
	Iteration 67Q: 3 clusters Score -2.023595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20235980.000000 Penalty: 5979.089355
	Iteration 68Q: 3 clusters Score -2.023598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170346 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20235980.000000 Penalty: 5979.089355
	Iteration 69Q: 3 clusters Score -2.023598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170359 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -20236012.000000 Penalty: 5979.089355
	Iteration 70Q: 3 clusters Score -2.023601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20236004.000000 Penalty: 5979.089355
	Iteration 71Q: 3 clusters Score -2.0236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170384 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20236022.000000 Penalty: 5979.089355
	Iteration 72Q: 3 clusters Score -2.023602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20236018.000000 Penalty: 5979.089355
	Iteration 73Q: 3 clusters Score -2.023602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20236018.000000 Penalty: 5979.089355
	Iteration 74Q: 3 clusters Score -2.023602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170409 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20236018.000000 Penalty: 5979.089355
	Iteration 75Q: 3 clusters Score -2.023602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20236020.000000 Penalty: 5979.089355
	Iteration 76Q: 3 clusters Score -2.023602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20236036.000000 Penalty: 5979.089355
	Iteration 77Q: 3 clusters Score -2.023604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170421 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20236030.000000 Penalty: 5979.089355
	Iteration 78Q: 3 clusters Score -2.023603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20236022.000000 Penalty: 5979.089355
	Iteration 79Q: 3 clusters Score -2.023602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -20236020.000000 Penalty: 5979.089355
	Iteration 80F: 3 clusters Score -2.023602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20236020.000000 Penalty: 5979.089355
	Iteration 81Q: 3 clusters Score -2.023602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20236010.000000 Penalty: 5979.089355
	Iteration 82Q: 3 clusters Score -2.023601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -20236034.000000 Penalty: 5979.089355
	Iteration 83Q: 3 clusters Score -2.023603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -20236024.000000 Penalty: 5979.089355
	Iteration 84Q: 3 clusters Score -2.023602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20236022.000000 Penalty: 5979.089355
	Iteration 85Q: 3 clusters Score -2.023602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20236038.000000 Penalty: 5979.089355
	Iteration 86Q: 3 clusters Score -2.023604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170502 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20236054.000000 Penalty: 5979.089355
	Iteration 87Q: 3 clusters Score -2.023605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170510 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -20236066.000000 Penalty: 5979.089355
	Iteration 88Q: 3 clusters Score -2.023607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170516 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20236066.000000 Penalty: 5979.089355
	Iteration 89Q: 3 clusters Score -2.023607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170520 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20236050.000000 Penalty: 5979.089355
	Iteration 90Q: 3 clusters Score -2.023605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20236058.000000 Penalty: 5979.089355
	Iteration 91Q: 3 clusters Score -2.023606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20236066.000000 Penalty: 5979.089355
	Iteration 92Q: 3 clusters Score -2.023607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20236076.000000 Penalty: 5979.089355
	Iteration 93Q: 3 clusters Score -2.023608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20236068.000000 Penalty: 5979.089355
	Iteration 94Q: 3 clusters Score -2.023607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170530 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20236066.000000 Penalty: 5979.089355
	Iteration 95Q: 3 clusters Score -2.023607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20236058.000000 Penalty: 5979.089355
	Iteration 96Q: 3 clusters Score -2.023606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20236056.000000 Penalty: 5979.089355
	Iteration 97Q: 3 clusters Score -2.023606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20236054.000000 Penalty: 5979.089355
	Iteration 98Q: 3 clusters Score -2.023605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20236052.000000 Penalty: 5979.089355
	Iteration 99Q: 3 clusters Score -2.023605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20236066.000000 Penalty: 5979.089355
	Iteration 100F: 3 clusters Score -2.023607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170548 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -20236056.000000 Penalty: 5979.089355
	Iteration 101Q: 3 clusters Score -2.023606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20236050.000000 Penalty: 5979.089355
	Iteration 102Q: 3 clusters Score -2.023605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20236060.000000 Penalty: 5979.089355
	Iteration 103Q: 3 clusters Score -2.023606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20236060.000000 Penalty: 5979.089355
	Iteration 104F: 3 clusters Score -2.023606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Entering Unmasked Estep 
Score: -19303238.000000 Penalty: 2977.111572
	Iteration 0F: 2 clusters Score -1.930324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -19195808.000000 Penalty: 5954.223145
	Iteration 0F: 3 clusters Score -1.919581e+07 nChanged 78571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -19241578.000000 Penalty: 5954.223145
	Iteration 1F: 3 clusters Score -1.924158e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -19242902.000000 Penalty: 5954.223145
	Iteration 2Q: 3 clusters Score -1.92429e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -19244444.000000 Penalty: 5954.223145
	Iteration 3Q: 3 clusters Score -1.924444e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -19247042.000000 Penalty: 5954.223145
	Iteration 4Q: 3 clusters Score -1.924704e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -19251244.000000 Penalty: 5954.223145
	Iteration 5F: 3 clusters Score -1.925124e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -19258026.000000 Penalty: 5954.223145
	Iteration 6F: 3 clusters Score -1.925803e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -19267986.000000 Penalty: 5954.223145
	Iteration 7F: 3 clusters Score -1.926799e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -19279554.000000 Penalty: 5954.223145
	Iteration 8F: 3 clusters Score -1.927955e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -19288640.000000 Penalty: 5954.223145
	Iteration 9F: 3 clusters Score -1.928864e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 127968 members 
Entering Unmasked Estep 
Score: -19292458.000000 Penalty: 5954.223145
	Iteration 10Q: 3 clusters Score -1.929246e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 130824 members 
Entering Unmasked Estep 
Score: -19294146.000000 Penalty: 5954.223145
	Iteration 11Q: 3 clusters Score -1.929415e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 133265 members 
Entering Unmasked Estep 
Score: -19295196.000000 Penalty: 5954.223145
	Iteration 12Q: 3 clusters Score -1.92952e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 135516 members 
Entering Unmasked Estep 
Score: -19296342.000000 Penalty: 5954.223145
	Iteration 13Q: 3 clusters Score -1.929634e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -19297054.000000 Penalty: 5954.223145
	Iteration 14Q: 3 clusters Score -1.929705e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -19297774.000000 Penalty: 5954.223145
	Iteration 15Q: 3 clusters Score -1.929777e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -19298392.000000 Penalty: 5954.223145
	Iteration 16Q: 3 clusters Score -1.929839e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -19298842.000000 Penalty: 5954.223145
	Iteration 17Q: 3 clusters Score -1.929884e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 143914 members 
Entering Unmasked Estep 
Score: -19299208.000000 Penalty: 5954.223145
	Iteration 18Q: 3 clusters Score -1.929921e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -19299576.000000 Penalty: 5954.223145
	Iteration 19Q: 3 clusters Score -1.929958e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -19300046.000000 Penalty: 5954.223145
	Iteration 20F: 3 clusters Score -1.930005e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -19300300.000000 Penalty: 5954.223145
	Iteration 21Q: 3 clusters Score -1.93003e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -19300574.000000 Penalty: 5954.223145
	Iteration 22Q: 3 clusters Score -1.930057e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 150147 members 
Entering Unmasked Estep 
Score: -19300880.000000 Penalty: 5954.223145
	Iteration 23Q: 3 clusters Score -1.930088e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 151223 members 
Entering Unmasked Estep 
Score: -19301138.000000 Penalty: 5954.223145
	Iteration 24Q: 3 clusters Score -1.930114e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -19301304.000000 Penalty: 5954.223145
	Iteration 25Q: 3 clusters Score -1.93013e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 153151 members 
Entering Unmasked Estep 
Score: -19301604.000000 Penalty: 5954.223145
	Iteration 26Q: 3 clusters Score -1.93016e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -19301698.000000 Penalty: 5954.223145
	Iteration 27Q: 3 clusters Score -1.93017e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 154849 members 
Entering Unmasked Estep 
Score: -19301810.000000 Penalty: 5954.223145
	Iteration 28Q: 3 clusters Score -1.930181e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 155560 members 
Entering Unmasked Estep 
Score: -19301898.000000 Penalty: 5954.223145
	Iteration 29Q: 3 clusters Score -1.93019e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -19302018.000000 Penalty: 5954.223145
	Iteration 30Q: 3 clusters Score -1.930202e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -19302090.000000 Penalty: 5954.223145
	Iteration 31Q: 3 clusters Score -1.930209e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -19302108.000000 Penalty: 5954.223145
	Iteration 32Q: 3 clusters Score -1.930211e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -19302170.000000 Penalty: 5954.223145
	Iteration 33Q: 3 clusters Score -1.930217e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -19302212.000000 Penalty: 5954.223145
	Iteration 34Q: 3 clusters Score -1.930221e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 158562 members 
Entering Unmasked Estep 
Score: -19302206.000000 Penalty: 5954.223145
	Iteration 35Q: 3 clusters Score -1.930221e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -19302230.000000 Penalty: 5954.223145
	Iteration 36Q: 3 clusters Score -1.930223e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -19302272.000000 Penalty: 5954.223145
	Iteration 37Q: 3 clusters Score -1.930227e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -19302334.000000 Penalty: 5954.223145
	Iteration 38Q: 3 clusters Score -1.930233e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -19302304.000000 Penalty: 5954.223145
	Iteration 39Q: 3 clusters Score -1.93023e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 159711 members 
Entering Unmasked Estep 
Score: -19302280.000000 Penalty: 5954.223145
	Iteration 40F: 3 clusters Score -1.930228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -19302298.000000 Penalty: 5954.223145
	Iteration 41Q: 3 clusters Score -1.93023e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -19302310.000000 Penalty: 5954.223145
	Iteration 42Q: 3 clusters Score -1.930231e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -19302296.000000 Penalty: 5954.223145
	Iteration 43Q: 3 clusters Score -1.93023e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -19302288.000000 Penalty: 5954.223145
	Iteration 44Q: 3 clusters Score -1.930229e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -19302304.000000 Penalty: 5954.223145
	Iteration 45Q: 3 clusters Score -1.93023e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -19302284.000000 Penalty: 5954.223145
	Iteration 46Q: 3 clusters Score -1.930228e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 160378 members 
Entering Unmasked Estep 
Score: -19302298.000000 Penalty: 5954.223145
	Iteration 47Q: 3 clusters Score -1.93023e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -19302298.000000 Penalty: 5954.223145
	Iteration 48Q: 3 clusters Score -1.93023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -19302292.000000 Penalty: 5954.223145
	Iteration 49Q: 3 clusters Score -1.930229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -19302274.000000 Penalty: 5954.223145
	Iteration 50Q: 3 clusters Score -1.930227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -19302274.000000 Penalty: 5954.223145
	Iteration 51Q: 3 clusters Score -1.930227e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -19302280.000000 Penalty: 5954.223145
	Iteration 52Q: 3 clusters Score -1.930228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -19302262.000000 Penalty: 5954.223145
	Iteration 53Q: 3 clusters Score -1.930226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -19302244.000000 Penalty: 5954.223145
	Iteration 54Q: 3 clusters Score -1.930224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -19302252.000000 Penalty: 5954.223145
	Iteration 55Q: 3 clusters Score -1.930225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -19302246.000000 Penalty: 5954.223145
	Iteration 56Q: 3 clusters Score -1.930225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -19302250.000000 Penalty: 5954.223145
	Iteration 57Q: 3 clusters Score -1.930225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -19302230.000000 Penalty: 5954.223145
	Iteration 58Q: 3 clusters Score -1.930223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -19302236.000000 Penalty: 5954.223145
	Iteration 59Q: 3 clusters Score -1.930224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -19302224.000000 Penalty: 5954.223145
	Iteration 60F: 3 clusters Score -1.930222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -19302228.000000 Penalty: 5954.223145
	Iteration 61Q: 3 clusters Score -1.930223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -19302228.000000 Penalty: 5954.223145
	Iteration 62Q: 3 clusters Score -1.930223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 160779 members 
Entering Unmasked Estep 
Score: -19302202.000000 Penalty: 5954.223145
	Iteration 63Q: 3 clusters Score -1.93022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 160790 members 
Entering Unmasked Estep 
Score: -19302216.000000 Penalty: 5954.223145
	Iteration 64Q: 3 clusters Score -1.930222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -19302194.000000 Penalty: 5954.223145
	Iteration 65Q: 3 clusters Score -1.930219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -19302216.000000 Penalty: 5954.223145
	Iteration 66Q: 3 clusters Score -1.930222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -19302202.000000 Penalty: 5954.223145
	Iteration 67Q: 3 clusters Score -1.93022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -19302210.000000 Penalty: 5954.223145
	Iteration 68Q: 3 clusters Score -1.930221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -19302190.000000 Penalty: 5954.223145
	Iteration 69Q: 3 clusters Score -1.930219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 160867 members 
Entering Unmasked Estep 
Score: -19302210.000000 Penalty: 5954.223145
	Iteration 70Q: 3 clusters Score -1.930221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 160883 members 
Entering Unmasked Estep 
Score: -19302228.000000 Penalty: 5954.223145
	Iteration 71Q: 3 clusters Score -1.930223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 160899 members 
Entering Unmasked Estep 
Score: -19302218.000000 Penalty: 5954.223145
	Iteration 72Q: 3 clusters Score -1.930222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -19302208.000000 Penalty: 5954.223145
	Iteration 73Q: 3 clusters Score -1.930221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 160924 members 
Entering Unmasked Estep 
Score: -19302196.000000 Penalty: 5954.223145
	Iteration 74Q: 3 clusters Score -1.93022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 160939 members 
Entering Unmasked Estep 
Score: -19302198.000000 Penalty: 5954.223145
	Iteration 75Q: 3 clusters Score -1.93022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -19302184.000000 Penalty: 5954.223145
	Iteration 76Q: 3 clusters Score -1.930218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -19302178.000000 Penalty: 5954.223145
	Iteration 77Q: 3 clusters Score -1.930218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 160990 members 
Entering Unmasked Estep 
Score: -19302178.000000 Penalty: 5954.223145
	Iteration 78Q: 3 clusters Score -1.930218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -19302162.000000 Penalty: 5954.223145
	Iteration 79Q: 3 clusters Score -1.930216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 161027 members 
Entering Unmasked Estep 
Score: -19302172.000000 Penalty: 5954.223145
	Iteration 80F: 3 clusters Score -1.930217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -19302160.000000 Penalty: 5954.223145
	Iteration 81Q: 3 clusters Score -1.930216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -19302144.000000 Penalty: 5954.223145
	Iteration 82Q: 3 clusters Score -1.930214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -19302134.000000 Penalty: 5954.223145
	Iteration 83Q: 3 clusters Score -1.930213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 161093 members 
Entering Unmasked Estep 
Score: -19302148.000000 Penalty: 5954.223145
	Iteration 84Q: 3 clusters Score -1.930215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -19302150.000000 Penalty: 5954.223145
	Iteration 85Q: 3 clusters Score -1.930215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -19302150.000000 Penalty: 5954.223145
	Iteration 86Q: 3 clusters Score -1.930215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -19302140.000000 Penalty: 5954.223145
	Iteration 87Q: 3 clusters Score -1.930214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -19302156.000000 Penalty: 5954.223145
	Iteration 88Q: 3 clusters Score -1.930216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -19302154.000000 Penalty: 5954.223145
	Iteration 89Q: 3 clusters Score -1.930215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 161130 members 
Entering Unmasked Estep 
Score: -19302148.000000 Penalty: 5954.223145
	Iteration 90Q: 3 clusters Score -1.930215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 161133 members 
Entering Unmasked Estep 
Score: -19302156.000000 Penalty: 5954.223145
	Iteration 91Q: 3 clusters Score -1.930216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 161135 members 
Entering Unmasked Estep 
Score: -19302142.000000 Penalty: 5954.223145
	Iteration 92Q: 3 clusters Score -1.930214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -19302146.000000 Penalty: 5954.223145
	Iteration 93Q: 3 clusters Score -1.930215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
Score: -19302140.000000 Penalty: 5954.223145
	Iteration 94Q: 3 clusters Score -1.930214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 161144 members 
Entering Unmasked Estep 
Score: -19302150.000000 Penalty: 5954.223145
	Iteration 95Q: 3 clusters Score -1.930215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 161149 members 
Entering Unmasked Estep 
Score: -19302150.000000 Penalty: 5954.223145
	Iteration 96Q: 3 clusters Score -1.930215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 161155 members 
Entering Unmasked Estep 
Score: -19302166.000000 Penalty: 5954.223145
	Iteration 97Q: 3 clusters Score -1.930217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -19302162.000000 Penalty: 5954.223145
	Iteration 98Q: 3 clusters Score -1.930216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -19302160.000000 Penalty: 5954.223145
	Iteration 99Q: 3 clusters Score -1.930216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -19302160.000000 Penalty: 5954.223145
	Iteration 100F: 3 clusters Score -1.930216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (189525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Entering Unmasked Estep 
Score: -22485524.000000 Penalty: 3013.764404
	Iteration 0F: 2 clusters Score -2.248552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -22372984.000000 Penalty: 6027.528809
	Iteration 0F: 3 clusters Score -2.237298e+07 nChanged 91046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -22425380.000000 Penalty: 6027.528809
	Iteration 1F: 3 clusters Score -2.242538e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -22426476.000000 Penalty: 6027.528809
	Iteration 2Q: 3 clusters Score -2.242648e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -22428418.000000 Penalty: 6027.528809
	Iteration 3Q: 3 clusters Score -2.242842e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -22431402.000000 Penalty: 6027.528809
	Iteration 4Q: 3 clusters Score -2.24314e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -22436108.000000 Penalty: 6027.528809
	Iteration 5F: 3 clusters Score -2.243611e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -22443726.000000 Penalty: 6027.528809
	Iteration 6F: 3 clusters Score -2.244373e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -22455496.000000 Penalty: 6027.528809
	Iteration 7F: 3 clusters Score -2.24555e+07 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -22469104.000000 Penalty: 6027.528809
	Iteration 8F: 3 clusters Score -2.24691e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
Score: -22479724.000000 Penalty: 6027.528809
	Iteration 9F: 3 clusters Score -2.247972e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -22484362.000000 Penalty: 6027.528809
	Iteration 10Q: 3 clusters Score -2.248436e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -22486122.000000 Penalty: 6027.528809
	Iteration 11Q: 3 clusters Score -2.248612e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -22487100.000000 Penalty: 6027.528809
	Iteration 12Q: 3 clusters Score -2.24871e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -22487706.000000 Penalty: 6027.528809
	Iteration 13Q: 3 clusters Score -2.248771e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22488154.000000 Penalty: 6027.528809
	Iteration 14Q: 3 clusters Score -2.248815e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 170909 members 
Entering Unmasked Estep 
Score: -22488396.000000 Penalty: 6027.528809
	Iteration 15Q: 3 clusters Score -2.24884e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -22488440.000000 Penalty: 6027.528809
	Iteration 16Q: 3 clusters Score -2.248844e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 175041 members 
Entering Unmasked Estep 
Score: -22488292.000000 Penalty: 6027.528809
	Iteration 17Q: 3 clusters Score -2.248829e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 176729 members 
Entering Unmasked Estep 
Score: -22488042.000000 Penalty: 6027.528809
	Iteration 18Q: 3 clusters Score -2.248804e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 178271 members 
Entering Unmasked Estep 
Score: -22487802.000000 Penalty: 6027.528809
	Iteration 19Q: 3 clusters Score -2.24878e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -22487490.000000 Penalty: 6027.528809
	Iteration 20F: 3 clusters Score -2.248749e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -22487422.000000 Penalty: 6027.528809
	Iteration 21Q: 3 clusters Score -2.248742e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -22487270.000000 Penalty: 6027.528809
	Iteration 22Q: 3 clusters Score -2.248727e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 182436 members 
Entering Unmasked Estep 
Score: -22486942.000000 Penalty: 6027.528809
	Iteration 23Q: 3 clusters Score -2.248694e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -22486784.000000 Penalty: 6027.528809
	Iteration 24Q: 3 clusters Score -2.248678e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 183711 members 
Entering Unmasked Estep 
Score: -22486570.000000 Penalty: 6027.528809
	Iteration 25Q: 3 clusters Score -2.248657e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -22486468.000000 Penalty: 6027.528809
	Iteration 26Q: 3 clusters Score -2.248647e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 184651 members 
Entering Unmasked Estep 
Score: -22486310.000000 Penalty: 6027.528809
	Iteration 27Q: 3 clusters Score -2.248631e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 185023 members 
Entering Unmasked Estep 
Score: -22486282.000000 Penalty: 6027.528809
	Iteration 28Q: 3 clusters Score -2.248628e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 185339 members 
Entering Unmasked Estep 
Score: -22486104.000000 Penalty: 6027.528809
	Iteration 29Q: 3 clusters Score -2.24861e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 185598 members 
Entering Unmasked Estep 
Score: -22486064.000000 Penalty: 6027.528809
	Iteration 30Q: 3 clusters Score -2.248606e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 185818 members 
Entering Unmasked Estep 
Score: -22485938.000000 Penalty: 6027.528809
	Iteration 31Q: 3 clusters Score -2.248594e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 185982 members 
Entering Unmasked Estep 
Score: -22485898.000000 Penalty: 6027.528809
	Iteration 32Q: 3 clusters Score -2.24859e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 186121 members 
Entering Unmasked Estep 
Score: -22485878.000000 Penalty: 6027.528809
	Iteration 33Q: 3 clusters Score -2.248588e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -22485882.000000 Penalty: 6027.528809
	Iteration 34Q: 3 clusters Score -2.248588e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -22485840.000000 Penalty: 6027.528809
	Iteration 35Q: 3 clusters Score -2.248584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 186433 members 
Entering Unmasked Estep 
Score: -22485776.000000 Penalty: 6027.528809
	Iteration 36Q: 3 clusters Score -2.248578e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 186515 members 
Entering Unmasked Estep 
Score: -22485740.000000 Penalty: 6027.528809
	Iteration 37Q: 3 clusters Score -2.248574e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 186586 members 
Entering Unmasked Estep 
Score: -22485738.000000 Penalty: 6027.528809
	Iteration 38Q: 3 clusters Score -2.248574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 186647 members 
Entering Unmasked Estep 
Score: -22485716.000000 Penalty: 6027.528809
	Iteration 39Q: 3 clusters Score -2.248572e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -22485704.000000 Penalty: 6027.528809
	Iteration 40F: 3 clusters Score -2.24857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 186749 members 
Entering Unmasked Estep 
Score: -22485686.000000 Penalty: 6027.528809
	Iteration 41Q: 3 clusters Score -2.248569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 186800 members 
Entering Unmasked Estep 
Score: -22485686.000000 Penalty: 6027.528809
	Iteration 42Q: 3 clusters Score -2.248569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 186833 members 
Entering Unmasked Estep 
Score: -22485634.000000 Penalty: 6027.528809
	Iteration 43Q: 3 clusters Score -2.248563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -22485654.000000 Penalty: 6027.528809
	Iteration 44Q: 3 clusters Score -2.248565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 186882 members 
Entering Unmasked Estep 
Score: -22485618.000000 Penalty: 6027.528809
	Iteration 45Q: 3 clusters Score -2.248562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -22485606.000000 Penalty: 6027.528809
	Iteration 46Q: 3 clusters Score -2.248561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 186920 members 
Entering Unmasked Estep 
Score: -22485608.000000 Penalty: 6027.528809
	Iteration 47Q: 3 clusters Score -2.248561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 186935 members 
Entering Unmasked Estep 
Score: -22485610.000000 Penalty: 6027.528809
	Iteration 48Q: 3 clusters Score -2.248561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 186942 members 
Entering Unmasked Estep 
Score: -22485578.000000 Penalty: 6027.528809
	Iteration 49Q: 3 clusters Score -2.248558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -22485580.000000 Penalty: 6027.528809
	Iteration 50Q: 3 clusters Score -2.248558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 186962 members 
Entering Unmasked Estep 
Score: -22485562.000000 Penalty: 6027.528809
	Iteration 51Q: 3 clusters Score -2.248556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -22485564.000000 Penalty: 6027.528809
	Iteration 52Q: 3 clusters Score -2.248556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -22485550.000000 Penalty: 6027.528809
	Iteration 53Q: 3 clusters Score -2.248555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 186986 members 
Entering Unmasked Estep 
Score: -22485536.000000 Penalty: 6027.528809
	Iteration 54Q: 3 clusters Score -2.248554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 186995 members 
Entering Unmasked Estep 
Score: -22485532.000000 Penalty: 6027.528809
	Iteration 55Q: 3 clusters Score -2.248553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -22485560.000000 Penalty: 6027.528809
	Iteration 56Q: 3 clusters Score -2.248556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 187003 members 
Entering Unmasked Estep 
Score: -22485552.000000 Penalty: 6027.528809
	Iteration 57Q: 3 clusters Score -2.248555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 187004 members 
Entering Unmasked Estep 
Score: -22485550.000000 Penalty: 6027.528809
	Iteration 58Q: 3 clusters Score -2.248555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 187005 members 
Entering Unmasked Estep 
Score: -22485550.000000 Penalty: 6027.528809
	Iteration 59Q: 3 clusters Score -2.248555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 187005 members 
Entering Unmasked Estep 
Score: -22485550.000000 Penalty: 6027.528809
	Iteration 60F: 3 clusters Score -2.248555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 53242 members 
Mstep: Class 3 contains 187005 members 
Mstep: Class 4 contains 10037 members 
Mstep: Class 6 contains 67176 members 
Mstep: Class 7 contains 171891 members 
Mstep: Class 9 contains 163486 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 129090 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 61525 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 32395 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 2894 members 
Entering Unmasked Estep 
Score: -118021496.000000 Penalty: 61757.199219
Splitting cluster 10 changes total score from -118020648.000000 to -118021496.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (129090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Entering Unmasked Estep 
Score: -15302703.000000 Penalty: 2918.529785
	Iteration 0F: 2 clusters Score -1.53027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -15216734.000000 Penalty: 5837.059570
	Iteration 0F: 3 clusters Score -1.521673e+07 nChanged 61303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -15252211.000000 Penalty: 5837.059570
	Iteration 1F: 3 clusters Score -1.525221e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -15253618.000000 Penalty: 5837.059570
	Iteration 2Q: 3 clusters Score -1.525362e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -15255996.000000 Penalty: 5837.059570
	Iteration 3Q: 3 clusters Score -1.5256e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -15260334.000000 Penalty: 5837.059570
	Iteration 4F: 3 clusters Score -1.526033e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -15267964.000000 Penalty: 5837.059570
	Iteration 5F: 3 clusters Score -1.526796e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 107018 members 
Entering Unmasked Estep 
Score: -15279258.000000 Penalty: 5837.059570
	Iteration 6F: 3 clusters Score -1.527926e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -15289912.000000 Penalty: 5837.059570
	Iteration 7F: 3 clusters Score -1.528991e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -15296319.000000 Penalty: 5837.059570
	Iteration 8F: 3 clusters Score -1.529632e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -15298904.000000 Penalty: 5837.059570
	Iteration 9Q: 3 clusters Score -1.52989e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 127673 members 
Entering Unmasked Estep 
Score: -15299736.000000 Penalty: 5837.059570
	Iteration 10Q: 3 clusters Score -1.529974e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -15300085.000000 Penalty: 5837.059570
	Iteration 11Q: 3 clusters Score -1.530008e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -15300250.000000 Penalty: 5837.059570
	Iteration 12Q: 3 clusters Score -1.530025e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 128203 members 
Entering Unmasked Estep 
Score: -15300353.000000 Penalty: 5837.059570
	Iteration 13Q: 3 clusters Score -1.530035e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -15300410.000000 Penalty: 5837.059570
	Iteration 14Q: 3 clusters Score -1.530041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -15300447.000000 Penalty: 5837.059570
	Iteration 15Q: 3 clusters Score -1.530045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 128263 members 
Entering Unmasked Estep 
Score: -15300459.000000 Penalty: 5837.059570
	Iteration 16Q: 3 clusters Score -1.530046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -15300453.000000 Penalty: 5837.059570
	Iteration 17Q: 3 clusters Score -1.530045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -15300474.000000 Penalty: 5837.059570
	Iteration 18Q: 3 clusters Score -1.530047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -15300475.000000 Penalty: 5837.059570
	Iteration 19Q: 3 clusters Score -1.530048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -15300484.000000 Penalty: 5837.059570
	Iteration 20F: 3 clusters Score -1.530048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -15300500.000000 Penalty: 5837.059570
	Iteration 21Q: 3 clusters Score -1.53005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -15300507.000000 Penalty: 5837.059570
	Iteration 22Q: 3 clusters Score -1.530051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -15300506.000000 Penalty: 5837.059570
	Iteration 23Q: 3 clusters Score -1.530051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -15300521.000000 Penalty: 5837.059570
	Iteration 24Q: 3 clusters Score -1.530052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -15300511.000000 Penalty: 5837.059570
	Iteration 25Q: 3 clusters Score -1.530051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -15300517.000000 Penalty: 5837.059570
	Iteration 26Q: 3 clusters Score -1.530052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -15300521.000000 Penalty: 5837.059570
	Iteration 27Q: 3 clusters Score -1.530052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 128297 members 
Entering Unmasked Estep 
Score: -15300519.000000 Penalty: 5837.059570
	Iteration 28Q: 3 clusters Score -1.530052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -15300512.000000 Penalty: 5837.059570
	Iteration 29Q: 3 clusters Score -1.530051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -15300512.000000 Penalty: 5837.059570
	Iteration 30F: 3 clusters Score -1.530051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Entering Unmasked Estep 
Score: -2377982.750000 Penalty: 2461.291992
	Iteration 0F: 2 clusters Score -2377983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2363688.750000 Penalty: 4922.583984
	Iteration 0F: 3 clusters Score -2363689 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2368421.000000 Penalty: 4922.583984
	Iteration 1F: 3 clusters Score -2368421 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2368850.500000 Penalty: 4922.583984
	Iteration 2F: 3 clusters Score -2368850 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2369257.500000 Penalty: 4922.583984
	Iteration 3Q: 3 clusters Score -2369258 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2369762.250000 Penalty: 4922.583984
	Iteration 4Q: 3 clusters Score -2369762 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2370505.250000 Penalty: 4922.583984
	Iteration 5F: 3 clusters Score -2370505 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2371517.750000 Penalty: 4922.583984
	Iteration 6F: 3 clusters Score -2371518 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2372732.500000 Penalty: 4922.583984
	Iteration 7F: 3 clusters Score -2372732 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2373904.750000 Penalty: 4922.583984
	Iteration 8F: 3 clusters Score -2373905 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2374849.000000 Penalty: 4922.583984
	Iteration 9Q: 3 clusters Score -2374849 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2375531.000000 Penalty: 4922.583984
	Iteration 10Q: 3 clusters Score -2375531 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2376013.250000 Penalty: 4922.583984
	Iteration 11Q: 3 clusters Score -2376013 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2376285.500000 Penalty: 4922.583984
	Iteration 12Q: 3 clusters Score -2376286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2376475.000000 Penalty: 4922.583984
	Iteration 13Q: 3 clusters Score -2376475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2376567.250000 Penalty: 4922.583984
	Iteration 14Q: 3 clusters Score -2376567 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2376600.000000 Penalty: 4922.583984
	Iteration 15Q: 3 clusters Score -2376600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2376613.500000 Penalty: 4922.583984
	Iteration 16Q: 3 clusters Score -2376614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2376627.000000 Penalty: 4922.583984
	Iteration 17Q: 3 clusters Score -2376627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2376632.250000 Penalty: 4922.583984
	Iteration 18Q: 3 clusters Score -2376632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2376629.500000 Penalty: 4922.583984
	Iteration 19Q: 3 clusters Score -2376630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2376633.500000 Penalty: 4922.583984
	Iteration 20F: 3 clusters Score -2376634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2376637.250000 Penalty: 4922.583984
	Iteration 21Q: 3 clusters Score -2376637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2376638.500000 Penalty: 4922.583984
	Iteration 22Q: 3 clusters Score -2376638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2376644.500000 Penalty: 4922.583984
	Iteration 23Q: 3 clusters Score -2376644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2376645.000000 Penalty: 4922.583984
	Iteration 24Q: 3 clusters Score -2376645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2376643.750000 Penalty: 4922.583984
	Iteration 25Q: 3 clusters Score -2376644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2376644.250000 Penalty: 4922.583984
	Iteration 26Q: 3 clusters Score -2376644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2376646.250000 Penalty: 4922.583984
	Iteration 27Q: 3 clusters Score -2376646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2376648.250000 Penalty: 4922.583984
	Iteration 28Q: 3 clusters Score -2376648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2376648.250000 Penalty: 4922.583984
	Iteration 29F: 3 clusters Score -2376648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Entering Unmasked Estep 
Score: -7274886.500000 Penalty: 2734.745361
	Iteration 0F: 2 clusters Score -7274886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7233640.500000 Penalty: 5469.490723
	Iteration 0F: 3 clusters Score -7233640 nChanged 28645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -7249519.500000 Penalty: 5469.490723
	Iteration 1F: 3 clusters Score -7249520 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7250168.000000 Penalty: 5469.490723
	Iteration 2Q: 3 clusters Score -7250168 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7250769.500000 Penalty: 5469.490723
	Iteration 3Q: 3 clusters Score -7250770 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7251625.500000 Penalty: 5469.490723
	Iteration 4Q: 3 clusters Score -7251626 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -7252878.500000 Penalty: 5469.490723
	Iteration 5Q: 3 clusters Score -7252878 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7255042.500000 Penalty: 5469.490723
	Iteration 6F: 3 clusters Score -7255042 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -7258507.000000 Penalty: 5469.490723
	Iteration 7F: 3 clusters Score -7258507 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -7263118.500000 Penalty: 5469.490723
	Iteration 8F: 3 clusters Score -7263118 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7267702.500000 Penalty: 5469.490723
	Iteration 9F: 3 clusters Score -7267702 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7270795.000000 Penalty: 5469.490723
	Iteration 10F: 3 clusters Score -7270795 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7272152.000000 Penalty: 5469.490723
	Iteration 11Q: 3 clusters Score -7272152 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7272618.000000 Penalty: 5469.490723
	Iteration 12Q: 3 clusters Score -7272618 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7272883.000000 Penalty: 5469.490723
	Iteration 13Q: 3 clusters Score -7272883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7273022.000000 Penalty: 5469.490723
	Iteration 14Q: 3 clusters Score -7273022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7273088.000000 Penalty: 5469.490723
	Iteration 15Q: 3 clusters Score -7273088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7273128.500000 Penalty: 5469.490723
	Iteration 16Q: 3 clusters Score -7273128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7273148.000000 Penalty: 5469.490723
	Iteration 17Q: 3 clusters Score -7273148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7273171.500000 Penalty: 5469.490723
	Iteration 18Q: 3 clusters Score -7273172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7273177.500000 Penalty: 5469.490723
	Iteration 19Q: 3 clusters Score -7273178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7273184.500000 Penalty: 5469.490723
	Iteration 20F: 3 clusters Score -7273184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7273185.000000 Penalty: 5469.490723
	Iteration 21Q: 3 clusters Score -7273185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7273181.000000 Penalty: 5469.490723
	Iteration 22Q: 3 clusters Score -7273181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7273180.000000 Penalty: 5469.490723
	Iteration 23Q: 3 clusters Score -7273180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7273180.500000 Penalty: 5469.490723
	Iteration 24Q: 3 clusters Score -7273180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7273184.500000 Penalty: 5469.490723
	Iteration 25Q: 3 clusters Score -7273184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7273184.000000 Penalty: 5469.490723
	Iteration 26Q: 3 clusters Score -7273184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7273186.000000 Penalty: 5469.490723
	Iteration 27Q: 3 clusters Score -7273186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7273190.500000 Penalty: 5469.490723
	Iteration 28Q: 3 clusters Score -7273190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7273188.500000 Penalty: 5469.490723
	Iteration 29Q: 3 clusters Score -7273188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7273191.000000 Penalty: 5469.490723
	Iteration 30Q: 3 clusters Score -7273191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7273191.000000 Penalty: 5469.490723
	Iteration 31F: 3 clusters Score -7273191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -944055.812500 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -944055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -937648.875000 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -937648.9 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -939433.937500 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -939433.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -939674.187500 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -939674.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -939826.000000 Penalty: 4455.724121
	Iteration 3Q: 3 clusters Score -939826 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -939941.500000 Penalty: 4455.724121
	Iteration 4Q: 3 clusters Score -939941.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -940029.000000 Penalty: 4455.724121
	Iteration 5Q: 3 clusters Score -940029 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -940112.875000 Penalty: 4455.724121
	Iteration 6Q: 3 clusters Score -940112.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -940203.812500 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -940203.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -940314.062500 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -940314.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -940449.562500 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -940449.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -940624.500000 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -940624.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -940847.812500 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -940847.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -941116.250000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -941116.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -941393.062500 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -941393.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -941624.875000 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -941624.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -941827.062500 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -941827.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -941958.375000 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -941958.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -942062.625000 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -942062.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -942152.250000 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -942152.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -942206.187500 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -942206.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -942253.187500 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -942253.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -942292.375000 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -942292.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -942330.812500 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -942330.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -942358.750000 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -942358.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -942383.875000 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -942383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -942395.687500 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -942395.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -942406.875000 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -942406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -942410.437500 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -942410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -942415.187500 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -942415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -942420.625000 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -942420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -942424.312500 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -942424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -942428.062500 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -942428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -942431.750000 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -942431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -942435.437500 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -942435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -942436.375000 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -942436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -942439.500000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -942439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -942443.812500 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -942443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -942445.750000 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -942445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -942452.937500 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -942452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -942457.875000 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -942457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -942460.375000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -942460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -942464.125000 Penalty: 4455.724121
	Iteration 41Q: 3 clusters Score -942464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -942471.125000 Penalty: 4455.724121
	Iteration 42Q: 3 clusters Score -942471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -942477.562500 Penalty: 4455.724121
	Iteration 43Q: 3 clusters Score -942477.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -942484.875000 Penalty: 4455.724121
	Iteration 44Q: 3 clusters Score -942484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -942488.625000 Penalty: 4455.724121
	Iteration 45Q: 3 clusters Score -942488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -942491.875000 Penalty: 4455.724121
	Iteration 46Q: 3 clusters Score -942491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -942494.187500 Penalty: 4455.724121
	Iteration 47Q: 3 clusters Score -942494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -942496.687500 Penalty: 4455.724121
	Iteration 48Q: 3 clusters Score -942496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -942505.187500 Penalty: 4455.724121
	Iteration 49Q: 3 clusters Score -942505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -942510.687500 Penalty: 4455.724121
	Iteration 50Q: 3 clusters Score -942510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -942512.937500 Penalty: 4455.724121
	Iteration 51Q: 3 clusters Score -942512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -942516.625000 Penalty: 4455.724121
	Iteration 52Q: 3 clusters Score -942516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -942522.875000 Penalty: 4455.724121
	Iteration 53Q: 3 clusters Score -942522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -942525.125000 Penalty: 4455.724121
	Iteration 54Q: 3 clusters Score -942525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -942527.250000 Penalty: 4455.724121
	Iteration 55Q: 3 clusters Score -942527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -942527.437500 Penalty: 4455.724121
	Iteration 56Q: 3 clusters Score -942527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -942527.437500 Penalty: 4455.724121
	Iteration 57F: 3 clusters Score -942527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Entering Unmasked Estep 
Score: -3682459.000000 Penalty: 2575.668213
	Iteration 0F: 2 clusters Score -3682459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3660395.250000 Penalty: 5151.336426
	Iteration 0F: 3 clusters Score -3660395 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3668882.000000 Penalty: 5151.336426
	Iteration 1F: 3 clusters Score -3668882 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3669928.250000 Penalty: 5151.336426
	Iteration 2F: 3 clusters Score -3669928 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3671110.750000 Penalty: 5151.336426
	Iteration 3F: 3 clusters Score -3671111 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3672548.250000 Penalty: 5151.336426
	Iteration 4F: 3 clusters Score -3672548 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3674126.000000 Penalty: 5151.336426
	Iteration 5F: 3 clusters Score -3674126 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3675823.500000 Penalty: 5151.336426
	Iteration 6F: 3 clusters Score -3675824 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3677329.000000 Penalty: 5151.336426
	Iteration 7F: 3 clusters Score -3677329 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3678596.750000 Penalty: 5151.336426
	Iteration 8Q: 3 clusters Score -3678597 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3679660.000000 Penalty: 5151.336426
	Iteration 9Q: 3 clusters Score -3679660 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3680455.750000 Penalty: 5151.336426
	Iteration 10Q: 3 clusters Score -3680456 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3681078.250000 Penalty: 5151.336426
	Iteration 11Q: 3 clusters Score -3681078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3681377.000000 Penalty: 5151.336426
	Iteration 12Q: 3 clusters Score -3681377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3681467.500000 Penalty: 5151.336426
	Iteration 13Q: 3 clusters Score -3681468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3681503.000000 Penalty: 5151.336426
	Iteration 14Q: 3 clusters Score -3681503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3681523.000000 Penalty: 5151.336426
	Iteration 15Q: 3 clusters Score -3681523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3681546.250000 Penalty: 5151.336426
	Iteration 16Q: 3 clusters Score -3681546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3681561.500000 Penalty: 5151.336426
	Iteration 17Q: 3 clusters Score -3681562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3681560.750000 Penalty: 5151.336426
	Iteration 18Q: 3 clusters Score -3681561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3681571.250000 Penalty: 5151.336426
	Iteration 19Q: 3 clusters Score -3681571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3681569.250000 Penalty: 5151.336426
	Iteration 20F: 3 clusters Score -3681569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3681582.750000 Penalty: 5151.336426
	Iteration 21Q: 3 clusters Score -3681583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3681577.750000 Penalty: 5151.336426
	Iteration 22Q: 3 clusters Score -3681578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3681583.000000 Penalty: 5151.336426
	Iteration 23Q: 3 clusters Score -3681583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3681579.250000 Penalty: 5151.336426
	Iteration 24Q: 3 clusters Score -3681579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3681581.500000 Penalty: 5151.336426
	Iteration 25Q: 3 clusters Score -3681582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3681583.750000 Penalty: 5151.336426
	Iteration 26Q: 3 clusters Score -3681584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3681579.750000 Penalty: 5151.336426
	Iteration 27Q: 3 clusters Score -3681580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3681580.000000 Penalty: 5151.336426
	Iteration 28Q: 3 clusters Score -3681580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3681582.250000 Penalty: 5151.336426
	Iteration 29Q: 3 clusters Score -3681582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3681582.250000 Penalty: 5151.336426
	Iteration 30F: 3 clusters Score -3681582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -204291.406250 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -204291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -201695.625000 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -201695.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202110.328125 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -202110.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202230.171875 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -202230.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202303.968750 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -202304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202361.203125 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -202361.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202402.171875 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -202402.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202432.718750 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -202432.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202447.046875 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -202447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202456.234375 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -202456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202464.031250 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -202464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202470.562500 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -202470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202474.750000 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -202474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202480.468750 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -202480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202484.968750 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -202485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202487.000000 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -202487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202488.578125 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -202488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202488.578125 Penalty: 3737.771973
	Iteration 16F: 3 clusters Score -202488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -315457.156250 Penalty: 1946.825684
	Iteration 0F: 2 clusters Score -315457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -312436.343750 Penalty: 3893.651367
	Iteration 0F: 3 clusters Score -312436.3 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -312955.718750 Penalty: 3893.651367
	Iteration 1F: 3 clusters Score -312955.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313069.437500 Penalty: 3893.651367
	Iteration 2F: 3 clusters Score -313069.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313137.250000 Penalty: 3893.651367
	Iteration 3Q: 3 clusters Score -313137.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313189.406250 Penalty: 3893.651367
	Iteration 4Q: 3 clusters Score -313189.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -313222.937500 Penalty: 3893.651367
	Iteration 5Q: 3 clusters Score -313222.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -313258.218750 Penalty: 3893.651367
	Iteration 6Q: 3 clusters Score -313258.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313280.375000 Penalty: 3893.651367
	Iteration 7Q: 3 clusters Score -313280.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313296.031250 Penalty: 3893.651367
	Iteration 8Q: 3 clusters Score -313296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -313307.250000 Penalty: 3893.651367
	Iteration 9Q: 3 clusters Score -313307.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -313318.062500 Penalty: 3893.651367
	Iteration 10Q: 3 clusters Score -313318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313329.937500 Penalty: 3893.651367
	Iteration 11Q: 3 clusters Score -313329.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313342.343750 Penalty: 3893.651367
	Iteration 12Q: 3 clusters Score -313342.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -313350.437500 Penalty: 3893.651367
	Iteration 13Q: 3 clusters Score -313350.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313359.093750 Penalty: 3893.651367
	Iteration 14Q: 3 clusters Score -313359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -313366.781250 Penalty: 3893.651367
	Iteration 15Q: 3 clusters Score -313366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313371.531250 Penalty: 3893.651367
	Iteration 16Q: 3 clusters Score -313371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -313376.406250 Penalty: 3893.651367
	Iteration 17Q: 3 clusters Score -313376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -313380.718750 Penalty: 3893.651367
	Iteration 18Q: 3 clusters Score -313380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -313382.468750 Penalty: 3893.651367
	Iteration 19Q: 3 clusters Score -313382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313383.125000 Penalty: 3893.651367
	Iteration 20F: 3 clusters Score -313383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -313384.156250 Penalty: 3893.651367
	Iteration 21Q: 3 clusters Score -313384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313385.250000 Penalty: 3893.651367
	Iteration 22Q: 3 clusters Score -313385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313385.250000 Penalty: 3893.651367
	Iteration 23F: 3 clusters Score -313385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -97795.687500 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -97795.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -95924.750000 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -95924.75 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96226.789062 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -96226.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96295.390625 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -96295.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96317.945312 Penalty: 3390.251465
	Iteration 3Q: 3 clusters Score -96317.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96330.437500 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -96330.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96342.804688 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -96342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96349.484375 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -96349.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96353.820312 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -96353.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96359.023438 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -96359.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96367.023438 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -96367.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96371.359375 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -96371.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96373.070312 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -96373.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96374.132812 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -96374.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96374.132812 Penalty: 3390.251465
	Iteration 13F: 3 clusters Score -96374.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Entering Unmasked Estep 
Score: -2206646.000000 Penalty: 2441.575684
	Iteration 0F: 2 clusters Score -2206646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2193207.000000 Penalty: 4883.151367
	Iteration 0F: 3 clusters Score -2193207 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2197695.250000 Penalty: 4883.151367
	Iteration 1F: 3 clusters Score -2197695 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2198012.500000 Penalty: 4883.151367
	Iteration 2F: 3 clusters Score -2198012 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2198246.750000 Penalty: 4883.151367
	Iteration 3Q: 3 clusters Score -2198247 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2198406.000000 Penalty: 4883.151367
	Iteration 4Q: 3 clusters Score -2198406 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2198553.750000 Penalty: 4883.151367
	Iteration 5Q: 3 clusters Score -2198554 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2198692.250000 Penalty: 4883.151367
	Iteration 6Q: 3 clusters Score -2198692 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2198810.750000 Penalty: 4883.151367
	Iteration 7Q: 3 clusters Score -2198811 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2198900.500000 Penalty: 4883.151367
	Iteration 8Q: 3 clusters Score -2198900 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2198986.000000 Penalty: 4883.151367
	Iteration 9Q: 3 clusters Score -2198986 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2199075.250000 Penalty: 4883.151367
	Iteration 10Q: 3 clusters Score -2199075 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2199168.000000 Penalty: 4883.151367
	Iteration 11Q: 3 clusters Score -2199168 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2199262.250000 Penalty: 4883.151367
	Iteration 12Q: 3 clusters Score -2199262 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2199366.500000 Penalty: 4883.151367
	Iteration 13Q: 3 clusters Score -2199366 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2199484.500000 Penalty: 4883.151367
	Iteration 14Q: 3 clusters Score -2199484 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2199637.750000 Penalty: 4883.151367
	Iteration 15Q: 3 clusters Score -2199638 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2199840.250000 Penalty: 4883.151367
	Iteration 16Q: 3 clusters Score -2199840 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2200092.750000 Penalty: 4883.151367
	Iteration 17Q: 3 clusters Score -2200093 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2200404.000000 Penalty: 4883.151367
	Iteration 18Q: 3 clusters Score -2200404 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2200779.500000 Penalty: 4883.151367
	Iteration 19Q: 3 clusters Score -2200780 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2201196.500000 Penalty: 4883.151367
	Iteration 20F: 3 clusters Score -2201196 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2201658.500000 Penalty: 4883.151367
	Iteration 21Q: 3 clusters Score -2201658 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2202071.750000 Penalty: 4883.151367
	Iteration 22Q: 3 clusters Score -2202072 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2202370.000000 Penalty: 4883.151367
	Iteration 23Q: 3 clusters Score -2202370 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2202563.000000 Penalty: 4883.151367
	Iteration 24Q: 3 clusters Score -2202563 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2202718.250000 Penalty: 4883.151367
	Iteration 25Q: 3 clusters Score -2202718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2202832.750000 Penalty: 4883.151367
	Iteration 26Q: 3 clusters Score -2202833 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2202928.250000 Penalty: 4883.151367
	Iteration 27Q: 3 clusters Score -2202928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2202988.250000 Penalty: 4883.151367
	Iteration 28Q: 3 clusters Score -2202988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2203046.000000 Penalty: 4883.151367
	Iteration 29Q: 3 clusters Score -2203046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2203094.250000 Penalty: 4883.151367
	Iteration 30Q: 3 clusters Score -2203094 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2203151.250000 Penalty: 4883.151367
	Iteration 31Q: 3 clusters Score -2203151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2203204.750000 Penalty: 4883.151367
	Iteration 32Q: 3 clusters Score -2203205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2203254.750000 Penalty: 4883.151367
	Iteration 33Q: 3 clusters Score -2203255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2203300.000000 Penalty: 4883.151367
	Iteration 34Q: 3 clusters Score -2203300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2203348.750000 Penalty: 4883.151367
	Iteration 35Q: 3 clusters Score -2203349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2203368.250000 Penalty: 4883.151367
	Iteration 36Q: 3 clusters Score -2203368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2203397.750000 Penalty: 4883.151367
	Iteration 37Q: 3 clusters Score -2203398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2203422.750000 Penalty: 4883.151367
	Iteration 38Q: 3 clusters Score -2203423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2203453.250000 Penalty: 4883.151367
	Iteration 39Q: 3 clusters Score -2203453 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2203486.750000 Penalty: 4883.151367
	Iteration 40F: 3 clusters Score -2203487 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2203519.250000 Penalty: 4883.151367
	Iteration 41Q: 3 clusters Score -2203519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2203552.000000 Penalty: 4883.151367
	Iteration 42Q: 3 clusters Score -2203552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2203579.500000 Penalty: 4883.151367
	Iteration 43Q: 3 clusters Score -2203580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2203614.500000 Penalty: 4883.151367
	Iteration 44Q: 3 clusters Score -2203614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2203641.000000 Penalty: 4883.151367
	Iteration 45Q: 3 clusters Score -2203641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2203682.000000 Penalty: 4883.151367
	Iteration 46Q: 3 clusters Score -2203682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2203716.500000 Penalty: 4883.151367
	Iteration 47Q: 3 clusters Score -2203716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2203749.250000 Penalty: 4883.151367
	Iteration 48Q: 3 clusters Score -2203749 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2203789.250000 Penalty: 4883.151367
	Iteration 49Q: 3 clusters Score -2203789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2203827.500000 Penalty: 4883.151367
	Iteration 50Q: 3 clusters Score -2203828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2203860.500000 Penalty: 4883.151367
	Iteration 51Q: 3 clusters Score -2203860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2203892.500000 Penalty: 4883.151367
	Iteration 52Q: 3 clusters Score -2203892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2203936.000000 Penalty: 4883.151367
	Iteration 53Q: 3 clusters Score -2203936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2203969.000000 Penalty: 4883.151367
	Iteration 54Q: 3 clusters Score -2203969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2203991.500000 Penalty: 4883.151367
	Iteration 55Q: 3 clusters Score -2203992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2204024.250000 Penalty: 4883.151367
	Iteration 56Q: 3 clusters Score -2204024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2204063.250000 Penalty: 4883.151367
	Iteration 57Q: 3 clusters Score -2204063 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2204093.750000 Penalty: 4883.151367
	Iteration 58Q: 3 clusters Score -2204094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2204126.000000 Penalty: 4883.151367
	Iteration 59Q: 3 clusters Score -2204126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2204156.750000 Penalty: 4883.151367
	Iteration 60F: 3 clusters Score -2204157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2204179.500000 Penalty: 4883.151367
	Iteration 61Q: 3 clusters Score -2204180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2204213.750000 Penalty: 4883.151367
	Iteration 62Q: 3 clusters Score -2204214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2204230.000000 Penalty: 4883.151367
	Iteration 63Q: 3 clusters Score -2204230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2204245.500000 Penalty: 4883.151367
	Iteration 64Q: 3 clusters Score -2204246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2204271.000000 Penalty: 4883.151367
	Iteration 65Q: 3 clusters Score -2204271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2204285.250000 Penalty: 4883.151367
	Iteration 66Q: 3 clusters Score -2204285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2204299.250000 Penalty: 4883.151367
	Iteration 67Q: 3 clusters Score -2204299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2204302.250000 Penalty: 4883.151367
	Iteration 68Q: 3 clusters Score -2204302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2204313.000000 Penalty: 4883.151367
	Iteration 69Q: 3 clusters Score -2204313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2204320.000000 Penalty: 4883.151367
	Iteration 70Q: 3 clusters Score -2204320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2204324.000000 Penalty: 4883.151367
	Iteration 71Q: 3 clusters Score -2204324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2204331.000000 Penalty: 4883.151367
	Iteration 72Q: 3 clusters Score -2204331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2204336.000000 Penalty: 4883.151367
	Iteration 73Q: 3 clusters Score -2204336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2204336.750000 Penalty: 4883.151367
	Iteration 74Q: 3 clusters Score -2204337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2204338.750000 Penalty: 4883.151367
	Iteration 75Q: 3 clusters Score -2204339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2204341.750000 Penalty: 4883.151367
	Iteration 76Q: 3 clusters Score -2204342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2204345.500000 Penalty: 4883.151367
	Iteration 77Q: 3 clusters Score -2204346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2204345.000000 Penalty: 4883.151367
	Iteration 78Q: 3 clusters Score -2204345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2204350.750000 Penalty: 4883.151367
	Iteration 79Q: 3 clusters Score -2204351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2204349.750000 Penalty: 4883.151367
	Iteration 80F: 3 clusters Score -2204350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2204352.250000 Penalty: 4883.151367
	Iteration 81Q: 3 clusters Score -2204352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2204351.250000 Penalty: 4883.151367
	Iteration 82Q: 3 clusters Score -2204351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2204348.000000 Penalty: 4883.151367
	Iteration 83Q: 3 clusters Score -2204348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2204350.000000 Penalty: 4883.151367
	Iteration 84Q: 3 clusters Score -2204350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2204347.750000 Penalty: 4883.151367
	Iteration 85Q: 3 clusters Score -2204348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2204348.250000 Penalty: 4883.151367
	Iteration 86Q: 3 clusters Score -2204348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2204351.500000 Penalty: 4883.151367
	Iteration 87Q: 3 clusters Score -2204352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2204352.250000 Penalty: 4883.151367
	Iteration 88Q: 3 clusters Score -2204352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2204353.250000 Penalty: 4883.151367
	Iteration 89Q: 3 clusters Score -2204353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2204356.250000 Penalty: 4883.151367
	Iteration 90Q: 3 clusters Score -2204356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2204355.250000 Penalty: 4883.151367
	Iteration 91Q: 3 clusters Score -2204355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2204352.250000 Penalty: 4883.151367
	Iteration 92Q: 3 clusters Score -2204352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2204353.500000 Penalty: 4883.151367
	Iteration 93Q: 3 clusters Score -2204354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2204355.750000 Penalty: 4883.151367
	Iteration 94Q: 3 clusters Score -2204356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2204356.750000 Penalty: 4883.151367
	Iteration 95Q: 3 clusters Score -2204357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2204357.500000 Penalty: 4883.151367
	Iteration 96Q: 3 clusters Score -2204358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2204360.750000 Penalty: 4883.151367
	Iteration 97Q: 3 clusters Score -2204361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2204363.000000 Penalty: 4883.151367
	Iteration 98Q: 3 clusters Score -2204363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2204362.250000 Penalty: 4883.151367
	Iteration 99Q: 3 clusters Score -2204362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2204362.250000 Penalty: 4883.151367
	Iteration 100F: 3 clusters Score -2204362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2204363.250000 Penalty: 4883.151367
	Iteration 101Q: 3 clusters Score -2204363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2204361.750000 Penalty: 4883.151367
	Iteration 102Q: 3 clusters Score -2204362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2204361.750000 Penalty: 4883.151367
	Iteration 103F: 3 clusters Score -2204362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -319840.031250 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -319840 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 1468 members 
Entering Unmasked Estep 
Score: -316726.093750 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -316726.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -317860.406250 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -317860.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -318932.968750 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -318933 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -320222.687500 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -320222.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -321833.531250 Penalty: 3953.315918
	Iteration 4F: 3 clusters Score -321833.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -323501.906250 Penalty: 3953.315918
	Iteration 5F: 3 clusters Score -323501.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -324153.500000 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -324153.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -324378.750000 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -324378.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -324450.625000 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -324450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -324482.375000 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -324482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -324503.375000 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -324503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -324512.437500 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -324512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -324520.718750 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -324520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -324525.843750 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -324525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -324527.875000 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -324527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -324529.281250 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -324529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -324531.656250 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -324531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -324534.000000 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -324534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -324534.906250 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -324534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -324535.250000 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -324535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -324535.656250 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -324535.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -324536.250000 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -324536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -324536.250000 Penalty: 3953.315918
	Iteration 22F: 3 clusters Score -324536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 53242 members 
Mstep: Class 3 contains 187005 members 
Mstep: Class 4 contains 10037 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 67176 members 
Mstep: Class 7 contains 171891 members 
Mstep: Class 9 contains 163486 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 129090 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 61525 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 32395 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 707 members 
Entering Unmasked Estep 
Score: -118024720.000000 Penalty: 65188.156250
Splitting cluster 21 changes total score from -118020648.000000 to -118024720.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 53242 members 
Mstep: Class 4 contains 10037 members 
Mstep: Class 6 contains 67176 members 
Mstep: Class 7 contains 171891 members 
Mstep: Class 9 contains 163486 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 129090 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 61525 members 
Mstep: Class 14 contains 7969 members 
Mstep: Class 15 contains 32395 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118026152.000000 Penalty: 65188.156250
Iteration 39Q: 20 clusters Score -1.180262e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 53308 members 
Mstep: Class 3 contains 185105 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 67621 members 
Mstep: Class 7 contains 170619 members 
Mstep: Class 9 contains 162686 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 133158 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 61286 members 
Mstep: Class 14 contains 7885 members 
Mstep: Class 15 contains 32516 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3326.784668 but Gain 3430.957031
Score: -118031864.000000 Penalty: 61757.199219
Iteration 40F: 19 clusters Score -1.180319e+08 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 54699 members 
Mstep: Class 3 contains 184578 members 
Mstep: Class 4 contains 9972 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 68006 members 
Mstep: Class 7 contains 168514 members 
Mstep: Class 9 contains 162724 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 137567 members 
Mstep: Class 12 contains 20251 members 
Mstep: Class 13 contains 60688 members 
Mstep: Class 14 contains 7794 members 
Mstep: Class 15 contains 32600 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 18303 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037672.000000 Penalty: 61757.199219
Iteration 41Q: 19 clusters Score -1.180377e+08 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 55725 members 
Mstep: Class 3 contains 183936 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 68233 members 
Mstep: Class 7 contains 166234 members 
Mstep: Class 9 contains 161768 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 141494 members 
Mstep: Class 12 contains 20161 members 
Mstep: Class 13 contains 60235 members 
Mstep: Class 14 contains 7721 members 
Mstep: Class 15 contains 32700 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 17987 members 
Mstep: Class 21 contains 632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118040944.000000 Penalty: 61757.199219
Iteration 42Q: 19 clusters Score -1.180409e+08 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 56582 members 
Mstep: Class 3 contains 183515 members 
Mstep: Class 4 contains 9880 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 68390 members 
Mstep: Class 7 contains 164368 members 
Mstep: Class 9 contains 160635 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 145259 members 
Mstep: Class 12 contains 20101 members 
Mstep: Class 13 contains 59901 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 32781 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118043192.000000 Penalty: 61757.199219
Iteration 43Q: 19 clusters Score -1.180432e+08 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 57337 members 
Mstep: Class 3 contains 183095 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 68447 members 
Mstep: Class 7 contains 162840 members 
Mstep: Class 9 contains 159495 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 148930 members 
Mstep: Class 12 contains 20063 members 
Mstep: Class 13 contains 59686 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 32845 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 17341 members 
Mstep: Class 21 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118044872.000000 Penalty: 61757.199219
Iteration 44Q: 19 clusters Score -1.180449e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 57967 members 
Mstep: Class 3 contains 182562 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 68466 members 
Mstep: Class 7 contains 161604 members 
Mstep: Class 9 contains 158389 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 152666 members 
Mstep: Class 12 contains 20043 members 
Mstep: Class 13 contains 59559 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 32925 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 17018 members 
Mstep: Class 21 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046512.000000 Penalty: 61757.199219
Iteration 45Q: 19 clusters Score -1.180465e+08 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 58547 members 
Mstep: Class 3 contains 181956 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 68459 members 
Mstep: Class 7 contains 160419 members 
Mstep: Class 9 contains 157355 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 156494 members 
Mstep: Class 12 contains 20023 members 
Mstep: Class 13 contains 59474 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 32988 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 16700 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048536.000000 Penalty: 61757.199219
Iteration 46Q: 19 clusters Score -1.180485e+08 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 59035 members 
Mstep: Class 3 contains 181357 members 
Mstep: Class 4 contains 9641 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 68465 members 
Mstep: Class 7 contains 159376 members 
Mstep: Class 9 contains 156279 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 160281 members 
Mstep: Class 12 contains 20008 members 
Mstep: Class 13 contains 59411 members 
Mstep: Class 14 contains 7210 members 
Mstep: Class 15 contains 33035 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 16364 members 
Mstep: Class 21 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049968.000000 Penalty: 61757.199219
Iteration 47Q: 19 clusters Score -1.1805e+08 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 59484 members 
Mstep: Class 3 contains 180816 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 68447 members 
Mstep: Class 7 contains 158447 members 
Mstep: Class 9 contains 155231 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 163897 members 
Mstep: Class 12 contains 19996 members 
Mstep: Class 13 contains 59358 members 
Mstep: Class 14 contains 7047 members 
Mstep: Class 15 contains 33115 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 19 contains 919 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051704.000000 Penalty: 61757.199219
Iteration 48Q: 19 clusters Score -1.180517e+08 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 59869 members 
Mstep: Class 3 contains 180467 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 68457 members 
Mstep: Class 7 contains 157804 members 
Mstep: Class 9 contains 154357 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 11 contains 167021 members 
Mstep: Class 12 contains 19991 members 
Mstep: Class 13 contains 59319 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 33162 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053184.000000 Penalty: 61757.199219
Iteration 49Q: 19 clusters Score -1.180532e+08 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 60249 members 
Mstep: Class 3 contains 180271 members 
Mstep: Class 4 contains 9505 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 68441 members 
Mstep: Class 7 contains 157484 members 
Mstep: Class 9 contains 153553 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 169623 members 
Mstep: Class 12 contains 19984 members 
Mstep: Class 13 contains 59318 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 33194 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 15404 members 
Mstep: Class 21 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 61757.199219
Iteration 50Q: 19 clusters Score -1.18054e+08 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 60587 members 
Mstep: Class 3 contains 180249 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 68501 members 
Mstep: Class 7 contains 157436 members 
Mstep: Class 9 contains 152971 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 171515 members 
Mstep: Class 12 contains 19978 members 
Mstep: Class 13 contains 59330 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 33230 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 15102 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054680.000000 Penalty: 61757.199219
Iteration 51Q: 19 clusters Score -1.180547e+08 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 60871 members 
Mstep: Class 3 contains 180379 members 
Mstep: Class 4 contains 9474 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 68607 members 
Mstep: Class 7 contains 157804 members 
Mstep: Class 9 contains 152568 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 172770 members 
Mstep: Class 12 contains 19976 members 
Mstep: Class 13 contains 59347 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 33300 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 14758 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055352.000000 Penalty: 61757.199219
Iteration 52Q: 19 clusters Score -1.180554e+08 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 61183 members 
Mstep: Class 3 contains 180671 members 
Mstep: Class 4 contains 9475 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 68749 members 
Mstep: Class 7 contains 158285 members 
Mstep: Class 9 contains 152267 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 173460 members 
Mstep: Class 12 contains 19974 members 
Mstep: Class 13 contains 59358 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 33394 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 19 contains 913 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054936.000000 Penalty: 61757.199219
Iteration 53Q: 19 clusters Score -1.180549e+08 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 61477 members 
Mstep: Class 3 contains 181102 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 68886 members 
Mstep: Class 7 contains 158923 members 
Mstep: Class 9 contains 152186 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 173648 members 
Mstep: Class 12 contains 19968 members 
Mstep: Class 13 contains 59377 members 
Mstep: Class 14 contains 6362 members 
Mstep: Class 15 contains 33493 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 19 contains 917 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055248.000000 Penalty: 61757.199219
Iteration 54Q: 19 clusters Score -1.180552e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 61725 members 
Mstep: Class 3 contains 181591 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69048 members 
Mstep: Class 7 contains 159694 members 
Mstep: Class 9 contains 152387 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 173408 members 
Mstep: Class 12 contains 19966 members 
Mstep: Class 13 contains 59397 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 33582 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 13685 members 
Mstep: Class 21 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055464.000000 Penalty: 61757.199219
Iteration 55Q: 19 clusters Score -1.180555e+08 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 61944 members 
Mstep: Class 3 contains 182098 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69228 members 
Mstep: Class 7 contains 160686 members 
Mstep: Class 9 contains 152660 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 172895 members 
Mstep: Class 12 contains 19963 members 
Mstep: Class 13 contains 59420 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 33689 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 13363 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055952.000000 Penalty: 61757.199219
Iteration 56Q: 19 clusters Score -1.18056e+08 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 62129 members 
Mstep: Class 3 contains 182562 members 
Mstep: Class 4 contains 9498 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69429 members 
Mstep: Class 7 contains 161773 members 
Mstep: Class 9 contains 152977 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 172245 members 
Mstep: Class 12 contains 19960 members 
Mstep: Class 13 contains 59450 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 33780 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 19 contains 921 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056384.000000 Penalty: 61757.199219
Iteration 57Q: 19 clusters Score -1.180564e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 62275 members 
Mstep: Class 3 contains 182948 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69605 members 
Mstep: Class 7 contains 162977 members 
Mstep: Class 9 contains 153357 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 171570 members 
Mstep: Class 12 contains 19958 members 
Mstep: Class 13 contains 59460 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 33880 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 61757.199219
Iteration 58Q: 19 clusters Score -1.180567e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 62420 members 
Mstep: Class 3 contains 183337 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69767 members 
Mstep: Class 7 contains 164226 members 
Mstep: Class 9 contains 153721 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 170906 members 
Mstep: Class 12 contains 19957 members 
Mstep: Class 13 contains 59476 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 33993 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 12367 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056688.000000 Penalty: 61757.199219
Iteration 59Q: 19 clusters Score -1.180567e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 62551 members 
Mstep: Class 3 contains 183585 members 
Mstep: Class 4 contains 9534 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69876 members 
Mstep: Class 7 contains 165523 members 
Mstep: Class 9 contains 154141 members 
Mstep: Class 10 contains 2766 members 
Mstep: Class 11 contains 170356 members 
Mstep: Class 12 contains 19955 members 
Mstep: Class 13 contains 59494 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 34119 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057208.000000 Penalty: 61757.199219
Iteration 60F: 19 clusters Score -1.180572e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 62689 members 
Mstep: Class 3 contains 183758 members 
Mstep: Class 4 contains 9540 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 69976 members 
Mstep: Class 7 contains 166859 members 
Mstep: Class 9 contains 154598 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 169867 members 
Mstep: Class 12 contains 19950 members 
Mstep: Class 13 contains 59514 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 34240 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 11694 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057528.000000 Penalty: 61757.199219
Iteration 61Q: 19 clusters Score -1.180575e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 62801 members 
Mstep: Class 3 contains 183847 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70071 members 
Mstep: Class 7 contains 168221 members 
Mstep: Class 9 contains 155050 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 169457 members 
Mstep: Class 12 contains 19946 members 
Mstep: Class 13 contains 59536 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 34312 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 19 contains 921 members 
Mstep: Class 20 contains 11357 members 
Mstep: Class 21 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118057776.000000 Penalty: 61757.199219
Iteration 62Q: 19 clusters Score -1.180578e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 62927 members 
Mstep: Class 3 contains 183892 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70187 members 
Mstep: Class 7 contains 169547 members 
Mstep: Class 9 contains 155468 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 169137 members 
Mstep: Class 12 contains 19942 members 
Mstep: Class 13 contains 59563 members 
Mstep: Class 14 contains 6254 members 
Mstep: Class 15 contains 34370 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 11054 members 
Mstep: Class 21 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058256.000000 Penalty: 61757.199219
Iteration 63Q: 19 clusters Score -1.180583e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 63056 members 
Mstep: Class 3 contains 183954 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70292 members 
Mstep: Class 7 contains 170793 members 
Mstep: Class 9 contains 155885 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 168884 members 
Mstep: Class 12 contains 19941 members 
Mstep: Class 13 contains 59575 members 
Mstep: Class 14 contains 6247 members 
Mstep: Class 15 contains 34438 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 10736 members 
Mstep: Class 21 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058640.000000 Penalty: 61757.199219
Iteration 64Q: 19 clusters Score -1.180586e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 63175 members 
Mstep: Class 3 contains 183989 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70400 members 
Mstep: Class 7 contains 171979 members 
Mstep: Class 9 contains 156287 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 168640 members 
Mstep: Class 12 contains 19939 members 
Mstep: Class 13 contains 59591 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 34529 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059256.000000 Penalty: 61757.199219
Iteration 65Q: 19 clusters Score -1.180593e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 63289 members 
Mstep: Class 3 contains 183977 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70500 members 
Mstep: Class 7 contains 173169 members 
Mstep: Class 9 contains 156652 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 168437 members 
Mstep: Class 12 contains 19939 members 
Mstep: Class 13 contains 59599 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 34616 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 10131 members 
Mstep: Class 21 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059416.000000 Penalty: 61757.199219
Iteration 66Q: 19 clusters Score -1.180594e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 63395 members 
Mstep: Class 3 contains 183968 members 
Mstep: Class 4 contains 9576 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70587 members 
Mstep: Class 7 contains 174303 members 
Mstep: Class 9 contains 156994 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 168292 members 
Mstep: Class 12 contains 19937 members 
Mstep: Class 13 contains 59614 members 
Mstep: Class 14 contains 6236 members 
Mstep: Class 15 contains 34711 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 9848 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059976.000000 Penalty: 61757.199219
Iteration 67Q: 19 clusters Score -1.1806e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 63480 members 
Mstep: Class 3 contains 183986 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70679 members 
Mstep: Class 7 contains 175387 members 
Mstep: Class 9 contains 157326 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 168166 members 
Mstep: Class 12 contains 19937 members 
Mstep: Class 13 contains 59619 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 34778 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 9566 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060216.000000 Penalty: 61757.199219
Iteration 68Q: 19 clusters Score -1.180602e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 63547 members 
Mstep: Class 3 contains 183992 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 176473 members 
Mstep: Class 9 contains 157643 members 
Mstep: Class 10 contains 2798 members 
Mstep: Class 11 contains 168044 members 
Mstep: Class 12 contains 19936 members 
Mstep: Class 13 contains 59617 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 34840 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 9316 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059960.000000 Penalty: 61757.199219
Iteration 69Q: 19 clusters Score -1.1806e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 63632 members 
Mstep: Class 3 contains 183947 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70825 members 
Mstep: Class 7 contains 177540 members 
Mstep: Class 9 contains 157919 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 167965 members 
Mstep: Class 12 contains 19935 members 
Mstep: Class 13 contains 59625 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 34899 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 9080 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060352.000000 Penalty: 61757.199219
Iteration 70Q: 19 clusters Score -1.180604e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 63706 members 
Mstep: Class 3 contains 183855 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70883 members 
Mstep: Class 7 contains 178605 members 
Mstep: Class 9 contains 158165 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 167914 members 
Mstep: Class 12 contains 19933 members 
Mstep: Class 13 contains 59636 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 34961 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 8874 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060808.000000 Penalty: 61757.199219
Iteration 71Q: 19 clusters Score -1.180608e+08 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 63756 members 
Mstep: Class 3 contains 183803 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70927 members 
Mstep: Class 7 contains 179668 members 
Mstep: Class 9 contains 158352 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 167877 members 
Mstep: Class 12 contains 19930 members 
Mstep: Class 13 contains 59641 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 35018 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 8687 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061448.000000 Penalty: 61757.199219
Iteration 72Q: 19 clusters Score -1.180614e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 63809 members 
Mstep: Class 3 contains 183726 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 70995 members 
Mstep: Class 7 contains 180708 members 
Mstep: Class 9 contains 158541 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 167801 members 
Mstep: Class 12 contains 19929 members 
Mstep: Class 13 contains 59646 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 35084 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061520.000000 Penalty: 61757.199219
Iteration 73Q: 19 clusters Score -1.180615e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 63842 members 
Mstep: Class 3 contains 183680 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71066 members 
Mstep: Class 7 contains 181742 members 
Mstep: Class 9 contains 158682 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 167761 members 
Mstep: Class 12 contains 19929 members 
Mstep: Class 13 contains 59647 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 35144 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061936.000000 Penalty: 61757.199219
Iteration 74Q: 19 clusters Score -1.180619e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 63902 members 
Mstep: Class 3 contains 183616 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71115 members 
Mstep: Class 7 contains 182696 members 
Mstep: Class 9 contains 158824 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 167742 members 
Mstep: Class 12 contains 19928 members 
Mstep: Class 13 contains 59644 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 35174 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062136.000000 Penalty: 61757.199219
Iteration 75Q: 19 clusters Score -1.180621e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 63961 members 
Mstep: Class 3 contains 183562 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71138 members 
Mstep: Class 7 contains 183710 members 
Mstep: Class 9 contains 158895 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 167709 members 
Mstep: Class 12 contains 19928 members 
Mstep: Class 13 contains 59651 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062560.000000 Penalty: 61757.199219
Iteration 76Q: 19 clusters Score -1.180626e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 64008 members 
Mstep: Class 3 contains 183484 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71174 members 
Mstep: Class 7 contains 184768 members 
Mstep: Class 9 contains 158933 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 167617 members 
Mstep: Class 12 contains 19928 members 
Mstep: Class 13 contains 59646 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 35196 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 61757.199219
Iteration 77Q: 19 clusters Score -1.180631e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 64053 members 
Mstep: Class 3 contains 183414 members 
Mstep: Class 4 contains 9601 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71208 members 
Mstep: Class 7 contains 185783 members 
Mstep: Class 9 contains 158968 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 167530 members 
Mstep: Class 12 contains 19928 members 
Mstep: Class 13 contains 59625 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 35215 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7889 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063408.000000 Penalty: 61757.199219
Iteration 78Q: 19 clusters Score -1.180634e+08 nChanged 2297
Entering ConstructFrom: 
Score: -118063408.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (40302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Entering Unmasked Estep 
Score: -4773349.500000 Penalty: 2629.830811
	Iteration 0F: 2 clusters Score -4773350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4746119.500000 Penalty: 5259.661621
	Iteration 0F: 3 clusters Score -4746120 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4755964.000000 Penalty: 5259.661621
	Iteration 1F: 3 clusters Score -4755964 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4756433.500000 Penalty: 5259.661621
	Iteration 2Q: 3 clusters Score -4756434 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4756853.000000 Penalty: 5259.661621
	Iteration 3Q: 3 clusters Score -4756853 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4757188.000000 Penalty: 5259.661621
	Iteration 4Q: 3 clusters Score -4757188 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4757566.500000 Penalty: 5259.661621
	Iteration 5Q: 3 clusters Score -4757566 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4758008.500000 Penalty: 5259.661621
	Iteration 6Q: 3 clusters Score -4758008 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4758616.000000 Penalty: 5259.661621
	Iteration 7Q: 3 clusters Score -4758616 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4759473.500000 Penalty: 5259.661621
	Iteration 8Q: 3 clusters Score -4759474 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4760858.500000 Penalty: 5259.661621
	Iteration 9F: 3 clusters Score -4760858 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4762850.500000 Penalty: 5259.661621
	Iteration 10F: 3 clusters Score -4762850 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4765234.000000 Penalty: 5259.661621
	Iteration 11F: 3 clusters Score -4765234 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4767483.000000 Penalty: 5259.661621
	Iteration 12F: 3 clusters Score -4767483 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4769153.000000 Penalty: 5259.661621
	Iteration 13Q: 3 clusters Score -4769153 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -4770091.000000 Penalty: 5259.661621
	Iteration 14Q: 3 clusters Score -4770091 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -4770537.000000 Penalty: 5259.661621
	Iteration 15Q: 3 clusters Score -4770537 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4770771.500000 Penalty: 5259.661621
	Iteration 16Q: 3 clusters Score -4770772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4770896.500000 Penalty: 5259.661621
	Iteration 17Q: 3 clusters Score -4770896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4770941.500000 Penalty: 5259.661621
	Iteration 18Q: 3 clusters Score -4770942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4770973.500000 Penalty: 5259.661621
	Iteration 19Q: 3 clusters Score -4770974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4770996.000000 Penalty: 5259.661621
	Iteration 20F: 3 clusters Score -4770996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4771013.000000 Penalty: 5259.661621
	Iteration 21Q: 3 clusters Score -4771013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -4771021.000000 Penalty: 5259.661621
	Iteration 22Q: 3 clusters Score -4771021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4771026.500000 Penalty: 5259.661621
	Iteration 23Q: 3 clusters Score -4771026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4771030.000000 Penalty: 5259.661621
	Iteration 24Q: 3 clusters Score -4771030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4771031.000000 Penalty: 5259.661621
	Iteration 25Q: 3 clusters Score -4771031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4771031.000000 Penalty: 5259.661621
	Iteration 26F: 3 clusters Score -4771031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Entering Unmasked Estep 
Score: -7627452.500000 Penalty: 2744.897949
	Iteration 0F: 2 clusters Score -7627452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -7584554.500000 Penalty: 5489.795898
	Iteration 0F: 3 clusters Score -7584554 nChanged 29793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -7601261.000000 Penalty: 5489.795898
	Iteration 1F: 3 clusters Score -7601261 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -7602037.000000 Penalty: 5489.795898
	Iteration 2Q: 3 clusters Score -7602037 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -7603161.500000 Penalty: 5489.795898
	Iteration 3Q: 3 clusters Score -7603162 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -7604689.500000 Penalty: 5489.795898
	Iteration 4Q: 3 clusters Score -7604690 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -7606569.000000 Penalty: 5489.795898
	Iteration 5Q: 3 clusters Score -7606569 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7608908.500000 Penalty: 5489.795898
	Iteration 6F: 3 clusters Score -7608908 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -7611342.500000 Penalty: 5489.795898
	Iteration 7F: 3 clusters Score -7611342 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -7613728.500000 Penalty: 5489.795898
	Iteration 8F: 3 clusters Score -7613728 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -7615804.500000 Penalty: 5489.795898
	Iteration 9F: 3 clusters Score -7615804 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -7617500.000000 Penalty: 5489.795898
	Iteration 10Q: 3 clusters Score -7617500 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -7618740.000000 Penalty: 5489.795898
	Iteration 11Q: 3 clusters Score -7618740 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -7619607.000000 Penalty: 5489.795898
	Iteration 12Q: 3 clusters Score -7619607 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -7620180.000000 Penalty: 5489.795898
	Iteration 13Q: 3 clusters Score -7620180 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -7620546.500000 Penalty: 5489.795898
	Iteration 14Q: 3 clusters Score -7620546 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -7620801.000000 Penalty: 5489.795898
	Iteration 15Q: 3 clusters Score -7620801 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -7620943.000000 Penalty: 5489.795898
	Iteration 16Q: 3 clusters Score -7620943 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -7621128.500000 Penalty: 5489.795898
	Iteration 17Q: 3 clusters Score -7621128 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -7621308.500000 Penalty: 5489.795898
	Iteration 18Q: 3 clusters Score -7621308 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -7621476.500000 Penalty: 5489.795898
	Iteration 19Q: 3 clusters Score -7621476 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -7621659.000000 Penalty: 5489.795898
	Iteration 20F: 3 clusters Score -7621659 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -7621852.000000 Penalty: 5489.795898
	Iteration 21Q: 3 clusters Score -7621852 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -7622029.000000 Penalty: 5489.795898
	Iteration 22Q: 3 clusters Score -7622029 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -7622235.000000 Penalty: 5489.795898
	Iteration 23Q: 3 clusters Score -7622235 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7622425.000000 Penalty: 5489.795898
	Iteration 24Q: 3 clusters Score -7622425 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -7622613.000000 Penalty: 5489.795898
	Iteration 25Q: 3 clusters Score -7622613 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -7622823.000000 Penalty: 5489.795898
	Iteration 26Q: 3 clusters Score -7622823 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -7622998.500000 Penalty: 5489.795898
	Iteration 27Q: 3 clusters Score -7622998 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7623196.500000 Penalty: 5489.795898
	Iteration 28Q: 3 clusters Score -7623196 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7623418.500000 Penalty: 5489.795898
	Iteration 29Q: 3 clusters Score -7623418 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7623605.000000 Penalty: 5489.795898
	Iteration 30Q: 3 clusters Score -7623605 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7623816.500000 Penalty: 5489.795898
	Iteration 31Q: 3 clusters Score -7623816 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7623980.500000 Penalty: 5489.795898
	Iteration 32Q: 3 clusters Score -7623980 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7624130.000000 Penalty: 5489.795898
	Iteration 33Q: 3 clusters Score -7624130 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7624253.500000 Penalty: 5489.795898
	Iteration 34Q: 3 clusters Score -7624254 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7624392.500000 Penalty: 5489.795898
	Iteration 35Q: 3 clusters Score -7624392 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7624539.500000 Penalty: 5489.795898
	Iteration 36Q: 3 clusters Score -7624540 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7624680.500000 Penalty: 5489.795898
	Iteration 37Q: 3 clusters Score -7624680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7624770.500000 Penalty: 5489.795898
	Iteration 38Q: 3 clusters Score -7624770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7624850.500000 Penalty: 5489.795898
	Iteration 39Q: 3 clusters Score -7624850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7624909.000000 Penalty: 5489.795898
	Iteration 40F: 3 clusters Score -7624909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7624933.000000 Penalty: 5489.795898
	Iteration 41Q: 3 clusters Score -7624933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7624968.000000 Penalty: 5489.795898
	Iteration 42Q: 3 clusters Score -7624968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7624972.000000 Penalty: 5489.795898
	Iteration 43Q: 3 clusters Score -7624972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7625001.500000 Penalty: 5489.795898
	Iteration 44Q: 3 clusters Score -7625002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7625028.500000 Penalty: 5489.795898
	Iteration 45Q: 3 clusters Score -7625028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7625033.500000 Penalty: 5489.795898
	Iteration 46Q: 3 clusters Score -7625034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7625058.000000 Penalty: 5489.795898
	Iteration 47Q: 3 clusters Score -7625058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7625066.000000 Penalty: 5489.795898
	Iteration 48Q: 3 clusters Score -7625066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7625082.500000 Penalty: 5489.795898
	Iteration 49Q: 3 clusters Score -7625082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7625083.000000 Penalty: 5489.795898
	Iteration 50Q: 3 clusters Score -7625083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7625097.000000 Penalty: 5489.795898
	Iteration 51Q: 3 clusters Score -7625097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7625109.500000 Penalty: 5489.795898
	Iteration 52Q: 3 clusters Score -7625110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7625122.000000 Penalty: 5489.795898
	Iteration 53Q: 3 clusters Score -7625122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7625113.500000 Penalty: 5489.795898
	Iteration 54Q: 3 clusters Score -7625114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7625111.000000 Penalty: 5489.795898
	Iteration 55Q: 3 clusters Score -7625111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7625119.000000 Penalty: 5489.795898
	Iteration 56Q: 3 clusters Score -7625119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7625135.000000 Penalty: 5489.795898
	Iteration 57Q: 3 clusters Score -7625135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7625134.500000 Penalty: 5489.795898
	Iteration 58Q: 3 clusters Score -7625134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7625143.000000 Penalty: 5489.795898
	Iteration 59Q: 3 clusters Score -7625143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7625149.000000 Penalty: 5489.795898
	Iteration 60F: 3 clusters Score -7625149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7625155.000000 Penalty: 5489.795898
	Iteration 61Q: 3 clusters Score -7625155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7625149.500000 Penalty: 5489.795898
	Iteration 62Q: 3 clusters Score -7625150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7625155.000000 Penalty: 5489.795898
	Iteration 63Q: 3 clusters Score -7625155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7625156.000000 Penalty: 5489.795898
	Iteration 64Q: 3 clusters Score -7625156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7625159.000000 Penalty: 5489.795898
	Iteration 65Q: 3 clusters Score -7625159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7625157.000000 Penalty: 5489.795898
	Iteration 66Q: 3 clusters Score -7625157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7625159.500000 Penalty: 5489.795898
	Iteration 67Q: 3 clusters Score -7625160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7625165.000000 Penalty: 5489.795898
	Iteration 68Q: 3 clusters Score -7625165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7625164.500000 Penalty: 5489.795898
	Iteration 69Q: 3 clusters Score -7625164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7625169.000000 Penalty: 5489.795898
	Iteration 70Q: 3 clusters Score -7625169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7625173.500000 Penalty: 5489.795898
	Iteration 71Q: 3 clusters Score -7625174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7625179.000000 Penalty: 5489.795898
	Iteration 72Q: 3 clusters Score -7625179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7625179.500000 Penalty: 5489.795898
	Iteration 73Q: 3 clusters Score -7625180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7625189.000000 Penalty: 5489.795898
	Iteration 74Q: 3 clusters Score -7625189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7625182.500000 Penalty: 5489.795898
	Iteration 75Q: 3 clusters Score -7625182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7625185.500000 Penalty: 5489.795898
	Iteration 76Q: 3 clusters Score -7625186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7625193.000000 Penalty: 5489.795898
	Iteration 77Q: 3 clusters Score -7625193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7625194.500000 Penalty: 5489.795898
	Iteration 78Q: 3 clusters Score -7625194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7625189.500000 Penalty: 5489.795898
	Iteration 79Q: 3 clusters Score -7625190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7625194.500000 Penalty: 5489.795898
	Iteration 80F: 3 clusters Score -7625194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (183321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Entering Unmasked Estep 
Score: -21775122.000000 Penalty: 3005.510498
	Iteration 0F: 2 clusters Score -2.177512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -21663240.000000 Penalty: 6011.020996
	Iteration 0F: 3 clusters Score -2.166324e+07 nChanged 87698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -21714024.000000 Penalty: 6011.020996
	Iteration 1F: 3 clusters Score -2.171402e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -21715262.000000 Penalty: 6011.020996
	Iteration 2Q: 3 clusters Score -2.171526e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -21716538.000000 Penalty: 6011.020996
	Iteration 3Q: 3 clusters Score -2.171654e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -21718294.000000 Penalty: 6011.020996
	Iteration 4Q: 3 clusters Score -2.171829e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -21720910.000000 Penalty: 6011.020996
	Iteration 5Q: 3 clusters Score -2.172091e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -21724910.000000 Penalty: 6011.020996
	Iteration 6Q: 3 clusters Score -2.172491e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -21730416.000000 Penalty: 6011.020996
	Iteration 7Q: 3 clusters Score -2.173042e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -21737994.000000 Penalty: 6011.020996
	Iteration 8F: 3 clusters Score -2.173799e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 127291 members 
Entering Unmasked Estep 
Score: -21745724.000000 Penalty: 6011.020996
	Iteration 9F: 3 clusters Score -2.174572e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -21752960.000000 Penalty: 6011.020996
	Iteration 10F: 3 clusters Score -2.175296e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 140721 members 
Entering Unmasked Estep 
Score: -21758720.000000 Penalty: 6011.020996
	Iteration 11Q: 3 clusters Score -2.175872e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -21762854.000000 Penalty: 6011.020996
	Iteration 12Q: 3 clusters Score -2.176285e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -21766092.000000 Penalty: 6011.020996
	Iteration 13Q: 3 clusters Score -2.176609e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -21768292.000000 Penalty: 6011.020996
	Iteration 14Q: 3 clusters Score -2.176829e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -21769748.000000 Penalty: 6011.020996
	Iteration 15Q: 3 clusters Score -2.176975e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -21770806.000000 Penalty: 6011.020996
	Iteration 16Q: 3 clusters Score -2.177081e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 164154 members 
Entering Unmasked Estep 
Score: -21771462.000000 Penalty: 6011.020996
	Iteration 17Q: 3 clusters Score -2.177146e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -21772222.000000 Penalty: 6011.020996
	Iteration 18Q: 3 clusters Score -2.177222e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -21772366.000000 Penalty: 6011.020996
	Iteration 19Q: 3 clusters Score -2.177237e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -21772668.000000 Penalty: 6011.020996
	Iteration 20F: 3 clusters Score -2.177267e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -21772792.000000 Penalty: 6011.020996
	Iteration 21Q: 3 clusters Score -2.177279e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -21772852.000000 Penalty: 6011.020996
	Iteration 22Q: 3 clusters Score -2.177285e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -21772790.000000 Penalty: 6011.020996
	Iteration 23Q: 3 clusters Score -2.177279e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -21772734.000000 Penalty: 6011.020996
	Iteration 24Q: 3 clusters Score -2.177273e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -21772724.000000 Penalty: 6011.020996
	Iteration 25Q: 3 clusters Score -2.177272e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -21772710.000000 Penalty: 6011.020996
	Iteration 26Q: 3 clusters Score -2.177271e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -21772736.000000 Penalty: 6011.020996
	Iteration 27Q: 3 clusters Score -2.177274e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 180771 members 
Entering Unmasked Estep 
Score: -21772758.000000 Penalty: 6011.020996
	Iteration 28Q: 3 clusters Score -2.177276e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -21772748.000000 Penalty: 6011.020996
	Iteration 29Q: 3 clusters Score -2.177275e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 181224 members 
Entering Unmasked Estep 
Score: -21772770.000000 Penalty: 6011.020996
	Iteration 30Q: 3 clusters Score -2.177277e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
Score: -21772768.000000 Penalty: 6011.020996
	Iteration 31Q: 3 clusters Score -2.177277e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -21772792.000000 Penalty: 6011.020996
	Iteration 32Q: 3 clusters Score -2.177279e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 181563 members 
Entering Unmasked Estep 
Score: -21772796.000000 Penalty: 6011.020996
	Iteration 33Q: 3 clusters Score -2.17728e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -21772792.000000 Penalty: 6011.020996
	Iteration 34Q: 3 clusters Score -2.177279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 181715 members 
Entering Unmasked Estep 
Score: -21772820.000000 Penalty: 6011.020996
	Iteration 35Q: 3 clusters Score -2.177282e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 181767 members 
Entering Unmasked Estep 
Score: -21772856.000000 Penalty: 6011.020996
	Iteration 36Q: 3 clusters Score -2.177286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 181815 members 
Entering Unmasked Estep 
Score: -21772842.000000 Penalty: 6011.020996
	Iteration 37Q: 3 clusters Score -2.177284e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 181866 members 
Entering Unmasked Estep 
Score: -21772838.000000 Penalty: 6011.020996
	Iteration 38Q: 3 clusters Score -2.177284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 181907 members 
Entering Unmasked Estep 
Score: -21772852.000000 Penalty: 6011.020996
	Iteration 39Q: 3 clusters Score -2.177285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 181942 members 
Entering Unmasked Estep 
Score: -21772880.000000 Penalty: 6011.020996
	Iteration 40F: 3 clusters Score -2.177288e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 181970 members 
Entering Unmasked Estep 
Score: -21772884.000000 Penalty: 6011.020996
	Iteration 41Q: 3 clusters Score -2.177288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 181993 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 42Q: 3 clusters Score -2.177289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 182010 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 43Q: 3 clusters Score -2.177289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 182034 members 
Entering Unmasked Estep 
Score: -21772896.000000 Penalty: 6011.020996
	Iteration 44Q: 3 clusters Score -2.17729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 45Q: 3 clusters Score -2.177289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -21772884.000000 Penalty: 6011.020996
	Iteration 46Q: 3 clusters Score -2.177288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -21772906.000000 Penalty: 6011.020996
	Iteration 47Q: 3 clusters Score -2.177291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 182105 members 
Entering Unmasked Estep 
Score: -21772898.000000 Penalty: 6011.020996
	Iteration 48Q: 3 clusters Score -2.17729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 182113 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 49Q: 3 clusters Score -2.177289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 182125 members 
Entering Unmasked Estep 
Score: -21772898.000000 Penalty: 6011.020996
	Iteration 50Q: 3 clusters Score -2.17729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -21772902.000000 Penalty: 6011.020996
	Iteration 51Q: 3 clusters Score -2.17729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 182146 members 
Entering Unmasked Estep 
Score: -21772898.000000 Penalty: 6011.020996
	Iteration 52Q: 3 clusters Score -2.17729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 182159 members 
Entering Unmasked Estep 
Score: -21772896.000000 Penalty: 6011.020996
	Iteration 53Q: 3 clusters Score -2.17729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 182172 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 54Q: 3 clusters Score -2.177289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 182180 members 
Entering Unmasked Estep 
Score: -21772892.000000 Penalty: 6011.020996
	Iteration 55Q: 3 clusters Score -2.177289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 182186 members 
Entering Unmasked Estep 
Score: -21772872.000000 Penalty: 6011.020996
	Iteration 56Q: 3 clusters Score -2.177287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 182192 members 
Entering Unmasked Estep 
Score: -21772878.000000 Penalty: 6011.020996
	Iteration 57Q: 3 clusters Score -2.177288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 182197 members 
Entering Unmasked Estep 
Score: -21772872.000000 Penalty: 6011.020996
	Iteration 58Q: 3 clusters Score -2.177287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 182201 members 
Entering Unmasked Estep 
Score: -21772878.000000 Penalty: 6011.020996
	Iteration 59Q: 3 clusters Score -2.177288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 182209 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 60F: 3 clusters Score -2.177289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 182217 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 61Q: 3 clusters Score -2.177289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 182223 members 
Entering Unmasked Estep 
Score: -21772882.000000 Penalty: 6011.020996
	Iteration 62Q: 3 clusters Score -2.177288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -21772892.000000 Penalty: 6011.020996
	Iteration 63Q: 3 clusters Score -2.177289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -21772868.000000 Penalty: 6011.020996
	Iteration 64Q: 3 clusters Score -2.177287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 182233 members 
Entering Unmasked Estep 
Score: -21772882.000000 Penalty: 6011.020996
	Iteration 65Q: 3 clusters Score -2.177288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 182242 members 
Entering Unmasked Estep 
Score: -21772896.000000 Penalty: 6011.020996
	Iteration 66Q: 3 clusters Score -2.17729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 182248 members 
Entering Unmasked Estep 
Score: -21772894.000000 Penalty: 6011.020996
	Iteration 67Q: 3 clusters Score -2.177289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -21772892.000000 Penalty: 6011.020996
	Iteration 68Q: 3 clusters Score -2.177289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 182259 members 
Entering Unmasked Estep 
Score: -21772902.000000 Penalty: 6011.020996
	Iteration 69Q: 3 clusters Score -2.17729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 182264 members 
Entering Unmasked Estep 
Score: -21772906.000000 Penalty: 6011.020996
	Iteration 70Q: 3 clusters Score -2.177291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 182268 members 
Entering Unmasked Estep 
Score: -21772908.000000 Penalty: 6011.020996
	Iteration 71Q: 3 clusters Score -2.177291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 182273 members 
Entering Unmasked Estep 
Score: -21772878.000000 Penalty: 6011.020996
	Iteration 72Q: 3 clusters Score -2.177288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 182274 members 
Entering Unmasked Estep 
Score: -21772882.000000 Penalty: 6011.020996
	Iteration 73Q: 3 clusters Score -2.177288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 182276 members 
Entering Unmasked Estep 
Score: -21772876.000000 Penalty: 6011.020996
	Iteration 74Q: 3 clusters Score -2.177288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 182281 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 75Q: 3 clusters Score -2.177289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 182289 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 76Q: 3 clusters Score -2.177289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 182290 members 
Entering Unmasked Estep 
Score: -21772872.000000 Penalty: 6011.020996
	Iteration 77Q: 3 clusters Score -2.177287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 182292 members 
Entering Unmasked Estep 
Score: -21772884.000000 Penalty: 6011.020996
	Iteration 78Q: 3 clusters Score -2.177288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 182296 members 
Entering Unmasked Estep 
Score: -21772886.000000 Penalty: 6011.020996
	Iteration 79Q: 3 clusters Score -2.177289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -21772898.000000 Penalty: 6011.020996
	Iteration 80F: 3 clusters Score -2.17729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -21772904.000000 Penalty: 6011.020996
	Iteration 81Q: 3 clusters Score -2.17729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 182300 members 
Entering Unmasked Estep 
Score: -21772902.000000 Penalty: 6011.020996
	Iteration 82Q: 3 clusters Score -2.17729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 182301 members 
Entering Unmasked Estep 
Score: -21772902.000000 Penalty: 6011.020996
	Iteration 83Q: 3 clusters Score -2.17729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 182303 members 
Entering Unmasked Estep 
Score: -21772896.000000 Penalty: 6011.020996
	Iteration 84Q: 3 clusters Score -2.17729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 182304 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 85Q: 3 clusters Score -2.177289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 182304 members 
Entering Unmasked Estep 
Score: -21772890.000000 Penalty: 6011.020996
	Iteration 86F: 3 clusters Score -2.177289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Entering Unmasked Estep 
Score: -1118201.375000 Penalty: 2273.937256
	Iteration 0F: 2 clusters Score -1118201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1110854.125000 Penalty: 4547.874512
	Iteration 0F: 3 clusters Score -1110854 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1112920.500000 Penalty: 4547.874512
	Iteration 1F: 3 clusters Score -1112920 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1113314.000000 Penalty: 4547.874512
	Iteration 2F: 3 clusters Score -1113314 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1113647.125000 Penalty: 4547.874512
	Iteration 3F: 3 clusters Score -1113647 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1113967.375000 Penalty: 4547.874512
	Iteration 4F: 3 clusters Score -1113967 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1114263.875000 Penalty: 4547.874512
	Iteration 5F: 3 clusters Score -1114264 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1114523.500000 Penalty: 4547.874512
	Iteration 6Q: 3 clusters Score -1114524 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1114743.500000 Penalty: 4547.874512
	Iteration 7Q: 3 clusters Score -1114744 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1114977.000000 Penalty: 4547.874512
	Iteration 8Q: 3 clusters Score -1114977 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1115174.375000 Penalty: 4547.874512
	Iteration 9Q: 3 clusters Score -1115174 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1115346.125000 Penalty: 4547.874512
	Iteration 10Q: 3 clusters Score -1115346 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1115495.500000 Penalty: 4547.874512
	Iteration 11Q: 3 clusters Score -1115496 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1115629.750000 Penalty: 4547.874512
	Iteration 12Q: 3 clusters Score -1115630 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1115753.750000 Penalty: 4547.874512
	Iteration 13Q: 3 clusters Score -1115754 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1115857.625000 Penalty: 4547.874512
	Iteration 14Q: 3 clusters Score -1115858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1115951.750000 Penalty: 4547.874512
	Iteration 15Q: 3 clusters Score -1115952 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1116032.625000 Penalty: 4547.874512
	Iteration 16Q: 3 clusters Score -1116033 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1116104.625000 Penalty: 4547.874512
	Iteration 17Q: 3 clusters Score -1116105 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1116179.000000 Penalty: 4547.874512
	Iteration 18Q: 3 clusters Score -1116179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1116215.375000 Penalty: 4547.874512
	Iteration 19Q: 3 clusters Score -1116215 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1116237.000000 Penalty: 4547.874512
	Iteration 20F: 3 clusters Score -1116237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1116255.250000 Penalty: 4547.874512
	Iteration 21Q: 3 clusters Score -1116255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1116266.625000 Penalty: 4547.874512
	Iteration 22Q: 3 clusters Score -1116267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1116282.375000 Penalty: 4547.874512
	Iteration 23Q: 3 clusters Score -1116282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1116301.000000 Penalty: 4547.874512
	Iteration 24Q: 3 clusters Score -1116301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1116318.000000 Penalty: 4547.874512
	Iteration 25Q: 3 clusters Score -1116318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1116328.375000 Penalty: 4547.874512
	Iteration 26Q: 3 clusters Score -1116328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1116343.250000 Penalty: 4547.874512
	Iteration 27Q: 3 clusters Score -1116343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1116355.125000 Penalty: 4547.874512
	Iteration 28Q: 3 clusters Score -1116355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1116369.750000 Penalty: 4547.874512
	Iteration 29Q: 3 clusters Score -1116370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1116379.875000 Penalty: 4547.874512
	Iteration 30Q: 3 clusters Score -1116380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1116388.125000 Penalty: 4547.874512
	Iteration 31Q: 3 clusters Score -1116388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1116398.125000 Penalty: 4547.874512
	Iteration 32Q: 3 clusters Score -1116398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1116401.500000 Penalty: 4547.874512
	Iteration 33Q: 3 clusters Score -1116402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1116405.750000 Penalty: 4547.874512
	Iteration 34Q: 3 clusters Score -1116406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1116411.375000 Penalty: 4547.874512
	Iteration 35Q: 3 clusters Score -1116411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1116415.500000 Penalty: 4547.874512
	Iteration 36Q: 3 clusters Score -1116416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1116418.500000 Penalty: 4547.874512
	Iteration 37Q: 3 clusters Score -1116418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1116420.500000 Penalty: 4547.874512
	Iteration 38Q: 3 clusters Score -1116420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1116426.375000 Penalty: 4547.874512
	Iteration 39Q: 3 clusters Score -1116426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1116427.750000 Penalty: 4547.874512
	Iteration 40F: 3 clusters Score -1116428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1116429.250000 Penalty: 4547.874512
	Iteration 41Q: 3 clusters Score -1116429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1116430.875000 Penalty: 4547.874512
	Iteration 42Q: 3 clusters Score -1116431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1116429.375000 Penalty: 4547.874512
	Iteration 43Q: 3 clusters Score -1116429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1116429.250000 Penalty: 4547.874512
	Iteration 44Q: 3 clusters Score -1116429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1116431.125000 Penalty: 4547.874512
	Iteration 45Q: 3 clusters Score -1116431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1116428.750000 Penalty: 4547.874512
	Iteration 46Q: 3 clusters Score -1116429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1116430.500000 Penalty: 4547.874512
	Iteration 47Q: 3 clusters Score -1116430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1116431.000000 Penalty: 4547.874512
	Iteration 48Q: 3 clusters Score -1116431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1116431.000000 Penalty: 4547.874512
	Iteration 49F: 3 clusters Score -1116431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -278963.750000 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -278963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -276004.125000 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -276004.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276541.781250 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -276541.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -276672.843750 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -276672.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -276733.250000 Penalty: 3865.823486
	Iteration 3Q: 3 clusters Score -276733.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -276778.937500 Penalty: 3865.823486
	Iteration 4Q: 3 clusters Score -276778.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -276826.812500 Penalty: 3865.823486
	Iteration 5Q: 3 clusters Score -276826.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -276861.000000 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -276861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -276875.656250 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -276875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -276881.062500 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -276881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276888.468750 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -276888.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -276895.281250 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -276895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276900.937500 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -276900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276904.375000 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -276904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -276908.687500 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -276908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276912.125000 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -276912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -276914.500000 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -276914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276917.125000 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -276917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -276919.375000 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -276919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276922.750000 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -276922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276925.781250 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -276925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276928.031250 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -276928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -276928.781250 Penalty: 3865.823486
	Iteration 21Q: 3 clusters Score -276928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -276929.562500 Penalty: 3865.823486
	Iteration 22Q: 3 clusters Score -276929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -276933.531250 Penalty: 3865.823486
	Iteration 23Q: 3 clusters Score -276933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -276934.937500 Penalty: 3865.823486
	Iteration 24Q: 3 clusters Score -276934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276935.656250 Penalty: 3865.823486
	Iteration 25Q: 3 clusters Score -276935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276935.656250 Penalty: 3865.823486
	Iteration 26F: 3 clusters Score -276935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Entering Unmasked Estep 
Score: -8480927.000000 Penalty: 2771.146484
	Iteration 0F: 2 clusters Score -8480927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -8433448.000000 Penalty: 5542.292969
	Iteration 0F: 3 clusters Score -8433448 nChanged 33198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -8451795.000000 Penalty: 5542.292969
	Iteration 1F: 3 clusters Score -8451795 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8452331.000000 Penalty: 5542.292969
	Iteration 2Q: 3 clusters Score -8452331 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -8452962.000000 Penalty: 5542.292969
	Iteration 3Q: 3 clusters Score -8452962 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8453661.000000 Penalty: 5542.292969
	Iteration 4Q: 3 clusters Score -8453661 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -8454700.000000 Penalty: 5542.292969
	Iteration 5Q: 3 clusters Score -8454700 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -8456264.000000 Penalty: 5542.292969
	Iteration 6Q: 3 clusters Score -8456264 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8458758.000000 Penalty: 5542.292969
	Iteration 7F: 3 clusters Score -8458758 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8462184.000000 Penalty: 5542.292969
	Iteration 8F: 3 clusters Score -8462184 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -8466029.000000 Penalty: 5542.292969
	Iteration 9F: 3 clusters Score -8466029 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -8469752.000000 Penalty: 5542.292969
	Iteration 10F: 3 clusters Score -8469752 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -8472552.000000 Penalty: 5542.292969
	Iteration 11Q: 3 clusters Score -8472552 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8474463.000000 Penalty: 5542.292969
	Iteration 12Q: 3 clusters Score -8474463 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8475637.000000 Penalty: 5542.292969
	Iteration 13Q: 3 clusters Score -8475637 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8476513.000000 Penalty: 5542.292969
	Iteration 14Q: 3 clusters Score -8476513 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8477105.000000 Penalty: 5542.292969
	Iteration 15Q: 3 clusters Score -8477105 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8477528.000000 Penalty: 5542.292969
	Iteration 16Q: 3 clusters Score -8477528 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8477779.000000 Penalty: 5542.292969
	Iteration 17Q: 3 clusters Score -8477779 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8477947.000000 Penalty: 5542.292969
	Iteration 18Q: 3 clusters Score -8477947 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8478058.000000 Penalty: 5542.292969
	Iteration 19Q: 3 clusters Score -8478058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8478123.000000 Penalty: 5542.292969
	Iteration 20F: 3 clusters Score -8478123 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8478196.000000 Penalty: 5542.292969
	Iteration 21Q: 3 clusters Score -8478196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8478258.000000 Penalty: 5542.292969
	Iteration 22Q: 3 clusters Score -8478258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8478311.000000 Penalty: 5542.292969
	Iteration 23Q: 3 clusters Score -8478311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8478344.000000 Penalty: 5542.292969
	Iteration 24Q: 3 clusters Score -8478344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8478378.000000 Penalty: 5542.292969
	Iteration 25Q: 3 clusters Score -8478378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8478402.000000 Penalty: 5542.292969
	Iteration 26Q: 3 clusters Score -8478402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8478417.000000 Penalty: 5542.292969
	Iteration 27Q: 3 clusters Score -8478417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8478432.000000 Penalty: 5542.292969
	Iteration 28Q: 3 clusters Score -8478432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8478440.000000 Penalty: 5542.292969
	Iteration 29Q: 3 clusters Score -8478440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8478462.000000 Penalty: 5542.292969
	Iteration 30Q: 3 clusters Score -8478462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8478483.000000 Penalty: 5542.292969
	Iteration 31Q: 3 clusters Score -8478483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8478506.000000 Penalty: 5542.292969
	Iteration 32Q: 3 clusters Score -8478506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8478500.000000 Penalty: 5542.292969
	Iteration 33Q: 3 clusters Score -8478500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8478495.000000 Penalty: 5542.292969
	Iteration 34Q: 3 clusters Score -8478495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8478500.000000 Penalty: 5542.292969
	Iteration 35Q: 3 clusters Score -8478500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8478508.000000 Penalty: 5542.292969
	Iteration 36Q: 3 clusters Score -8478508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8478509.000000 Penalty: 5542.292969
	Iteration 37Q: 3 clusters Score -8478509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8478512.000000 Penalty: 5542.292969
	Iteration 38Q: 3 clusters Score -8478512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8478512.000000 Penalty: 5542.292969
	Iteration 39F: 3 clusters Score -8478512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Entering Unmasked Estep 
Score: -21943466.000000 Penalty: 3010.133057
	Iteration 0F: 2 clusters Score -2.194347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -21819838.000000 Penalty: 6020.266113
	Iteration 0F: 3 clusters Score -2.181984e+07 nChanged 89851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -21872184.000000 Penalty: 6020.266113
	Iteration 1F: 3 clusters Score -2.187218e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -21873344.000000 Penalty: 6020.266113
	Iteration 2Q: 3 clusters Score -2.187334e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -21874966.000000 Penalty: 6020.266113
	Iteration 3Q: 3 clusters Score -2.187497e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -21878200.000000 Penalty: 6020.266113
	Iteration 4Q: 3 clusters Score -2.18782e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 123309 members 
Entering Unmasked Estep 
Score: -21884106.000000 Penalty: 6020.266113
	Iteration 5F: 3 clusters Score -2.188411e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -21894782.000000 Penalty: 6020.266113
	Iteration 6F: 3 clusters Score -2.189478e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -21910300.000000 Penalty: 6020.266113
	Iteration 7F: 3 clusters Score -2.19103e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 170313 members 
Entering Unmasked Estep 
Score: -21925096.000000 Penalty: 6020.266113
	Iteration 8F: 3 clusters Score -2.19251e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -21934558.000000 Penalty: 6020.266113
	Iteration 9F: 3 clusters Score -2.193456e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 184657 members 
Entering Unmasked Estep 
Score: -21938650.000000 Penalty: 6020.266113
	Iteration 10Q: 3 clusters Score -2.193865e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 186021 members 
Entering Unmasked Estep 
Score: -21940066.000000 Penalty: 6020.266113
	Iteration 11Q: 3 clusters Score -2.194007e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -21940476.000000 Penalty: 6020.266113
	Iteration 12Q: 3 clusters Score -2.194048e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 186454 members 
Entering Unmasked Estep 
Score: -21940616.000000 Penalty: 6020.266113
	Iteration 13Q: 3 clusters Score -2.194062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 186480 members 
Entering Unmasked Estep 
Score: -21940686.000000 Penalty: 6020.266113
	Iteration 14Q: 3 clusters Score -2.194069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 186505 members 
Entering Unmasked Estep 
Score: -21940730.000000 Penalty: 6020.266113
	Iteration 15Q: 3 clusters Score -2.194073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -21940768.000000 Penalty: 6020.266113
	Iteration 16Q: 3 clusters Score -2.194077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 186523 members 
Entering Unmasked Estep 
Score: -21940800.000000 Penalty: 6020.266113
	Iteration 17Q: 3 clusters Score -2.19408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 186531 members 
Entering Unmasked Estep 
Score: -21940810.000000 Penalty: 6020.266113
	Iteration 18Q: 3 clusters Score -2.194081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -21940814.000000 Penalty: 6020.266113
	Iteration 19Q: 3 clusters Score -2.194081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186535 members 
Entering Unmasked Estep 
Score: -21940810.000000 Penalty: 6020.266113
	Iteration 20F: 3 clusters Score -2.194081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186537 members 
Entering Unmasked Estep 
Score: -21940818.000000 Penalty: 6020.266113
	Iteration 21Q: 3 clusters Score -2.194082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -21940820.000000 Penalty: 6020.266113
	Iteration 22Q: 3 clusters Score -2.194082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -21940820.000000 Penalty: 6020.266113
	Iteration 23F: 3 clusters Score -2.194082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Entering Unmasked Estep 
Score: -18796226.000000 Penalty: 2970.172607
	Iteration 0F: 2 clusters Score -1.879623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -18690960.000000 Penalty: 5940.345215
	Iteration 0F: 3 clusters Score -1.869096e+07 nChanged 76124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -18735160.000000 Penalty: 5940.345215
	Iteration 1F: 3 clusters Score -1.873516e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -18736498.000000 Penalty: 5940.345215
	Iteration 2Q: 3 clusters Score -1.87365e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -18738138.000000 Penalty: 5940.345215
	Iteration 3Q: 3 clusters Score -1.873814e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -18740444.000000 Penalty: 5940.345215
	Iteration 4Q: 3 clusters Score -1.874044e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -18743416.000000 Penalty: 5940.345215
	Iteration 5Q: 3 clusters Score -1.874342e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -18747976.000000 Penalty: 5940.345215
	Iteration 6Q: 3 clusters Score -1.874798e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -18754420.000000 Penalty: 5940.345215
	Iteration 7F: 3 clusters Score -1.875442e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -18761708.000000 Penalty: 5940.345215
	Iteration 8F: 3 clusters Score -1.876171e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 121119 members 
Entering Unmasked Estep 
Score: -18769124.000000 Penalty: 5940.345215
	Iteration 9F: 3 clusters Score -1.876912e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -18775012.000000 Penalty: 5940.345215
	Iteration 10F: 3 clusters Score -1.877501e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 132377 members 
Entering Unmasked Estep 
Score: -18779088.000000 Penalty: 5940.345215
	Iteration 11Q: 3 clusters Score -1.877909e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -18782020.000000 Penalty: 5940.345215
	Iteration 12Q: 3 clusters Score -1.878202e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 140144 members 
Entering Unmasked Estep 
Score: -18784044.000000 Penalty: 5940.345215
	Iteration 13Q: 3 clusters Score -1.878404e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -18785932.000000 Penalty: 5940.345215
	Iteration 14Q: 3 clusters Score -1.878593e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 146446 members 
Entering Unmasked Estep 
Score: -18787536.000000 Penalty: 5940.345215
	Iteration 15Q: 3 clusters Score -1.878754e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -18788838.000000 Penalty: 5940.345215
	Iteration 16Q: 3 clusters Score -1.878884e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -18790116.000000 Penalty: 5940.345215
	Iteration 17Q: 3 clusters Score -1.879012e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -18791182.000000 Penalty: 5940.345215
	Iteration 18Q: 3 clusters Score -1.879118e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 154721 members 
Entering Unmasked Estep 
Score: -18791914.000000 Penalty: 5940.345215
	Iteration 19Q: 3 clusters Score -1.879191e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -18792498.000000 Penalty: 5940.345215
	Iteration 20F: 3 clusters Score -1.87925e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -18792900.000000 Penalty: 5940.345215
	Iteration 21Q: 3 clusters Score -1.87929e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -18793184.000000 Penalty: 5940.345215
	Iteration 22Q: 3 clusters Score -1.879318e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -18793358.000000 Penalty: 5940.345215
	Iteration 23Q: 3 clusters Score -1.879336e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -18793502.000000 Penalty: 5940.345215
	Iteration 24Q: 3 clusters Score -1.87935e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -18793584.000000 Penalty: 5940.345215
	Iteration 25Q: 3 clusters Score -1.879358e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -18793626.000000 Penalty: 5940.345215
	Iteration 26Q: 3 clusters Score -1.879363e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -18793654.000000 Penalty: 5940.345215
	Iteration 27Q: 3 clusters Score -1.879365e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -18793662.000000 Penalty: 5940.345215
	Iteration 28Q: 3 clusters Score -1.879366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 158198 members 
Entering Unmasked Estep 
Score: -18793676.000000 Penalty: 5940.345215
	Iteration 29Q: 3 clusters Score -1.879368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -18793668.000000 Penalty: 5940.345215
	Iteration 30Q: 3 clusters Score -1.879367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -18793686.000000 Penalty: 5940.345215
	Iteration 31Q: 3 clusters Score -1.879369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -18793698.000000 Penalty: 5940.345215
	Iteration 32Q: 3 clusters Score -1.87937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -18793698.000000 Penalty: 5940.345215
	Iteration 33Q: 3 clusters Score -1.87937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 158273 members 
Entering Unmasked Estep 
Score: -18793722.000000 Penalty: 5940.345215
	Iteration 34Q: 3 clusters Score -1.879372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -18793700.000000 Penalty: 5940.345215
	Iteration 35Q: 3 clusters Score -1.87937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 158290 members 
Entering Unmasked Estep 
Score: -18793720.000000 Penalty: 5940.345215
	Iteration 36Q: 3 clusters Score -1.879372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -18793718.000000 Penalty: 5940.345215
	Iteration 37Q: 3 clusters Score -1.879372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 158309 members 
Entering Unmasked Estep 
Score: -18793724.000000 Penalty: 5940.345215
	Iteration 38Q: 3 clusters Score -1.879372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -18793738.000000 Penalty: 5940.345215
	Iteration 39Q: 3 clusters Score -1.879374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -18793760.000000 Penalty: 5940.345215
	Iteration 40F: 3 clusters Score -1.879376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -18793762.000000 Penalty: 5940.345215
	Iteration 41Q: 3 clusters Score -1.879376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 158343 members 
Entering Unmasked Estep 
Score: -18793734.000000 Penalty: 5940.345215
	Iteration 42Q: 3 clusters Score -1.879373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -18793740.000000 Penalty: 5940.345215
	Iteration 43Q: 3 clusters Score -1.879374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 158349 members 
Entering Unmasked Estep 
Score: -18793742.000000 Penalty: 5940.345215
	Iteration 44Q: 3 clusters Score -1.879374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -18793740.000000 Penalty: 5940.345215
	Iteration 45Q: 3 clusters Score -1.879374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -18793736.000000 Penalty: 5940.345215
	Iteration 46Q: 3 clusters Score -1.879374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -18793740.000000 Penalty: 5940.345215
	Iteration 47Q: 3 clusters Score -1.879374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -18793740.000000 Penalty: 5940.345215
	Iteration 48F: 3 clusters Score -1.879374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -333340.406250 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -333340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330201.218750 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -330201.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -330793.531250 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -330793.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330924.812500 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -330924.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -330997.625000 Penalty: 3938.706299
	Iteration 3Q: 3 clusters Score -330997.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -331041.000000 Penalty: 3938.706299
	Iteration 4Q: 3 clusters Score -331041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -331073.937500 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -331073.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -331098.500000 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -331098.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -331118.562500 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -331118.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -331139.062500 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -331139.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331152.437500 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -331152.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -331162.593750 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -331162.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -331173.875000 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -331173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -331182.312500 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -331182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -331189.781250 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -331189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331197.718750 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -331197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -331204.812500 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -331204.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -331210.156250 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -331210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -331217.250000 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -331217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -331221.875000 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -331221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -331228.281250 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -331228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -331231.062500 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -331231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -331233.000000 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -331233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -331233.312500 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -331233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331233.406250 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -331233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331233.406250 Penalty: 3938.706299
	Iteration 24F: 3 clusters Score -331233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Entering Unmasked Estep 
Score: -19804536.000000 Penalty: 2983.094727
	Iteration 0F: 2 clusters Score -1.980454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -19694920.000000 Penalty: 5966.189453
	Iteration 0F: 3 clusters Score -1.969492e+07 nChanged 80461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -19742738.000000 Penalty: 5966.189453
	Iteration 1F: 3 clusters Score -1.974274e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -19744268.000000 Penalty: 5966.189453
	Iteration 2Q: 3 clusters Score -1.974427e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -19746436.000000 Penalty: 5966.189453
	Iteration 3Q: 3 clusters Score -1.974644e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -19749606.000000 Penalty: 5966.189453
	Iteration 4Q: 3 clusters Score -1.974961e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -19754428.000000 Penalty: 5966.189453
	Iteration 5F: 3 clusters Score -1.975443e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -19761404.000000 Penalty: 5966.189453
	Iteration 6F: 3 clusters Score -1.97614e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -19769740.000000 Penalty: 5966.189453
	Iteration 7F: 3 clusters Score -1.976974e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -19777474.000000 Penalty: 5966.189453
	Iteration 8F: 3 clusters Score -1.977747e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -19781534.000000 Penalty: 5966.189453
	Iteration 9F: 3 clusters Score -1.978153e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -19782878.000000 Penalty: 5966.189453
	Iteration 10Q: 3 clusters Score -1.978288e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -19783248.000000 Penalty: 5966.189453
	Iteration 11Q: 3 clusters Score -1.978325e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -19783368.000000 Penalty: 5966.189453
	Iteration 12Q: 3 clusters Score -1.978337e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -19783548.000000 Penalty: 5966.189453
	Iteration 13Q: 3 clusters Score -1.978355e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -19783672.000000 Penalty: 5966.189453
	Iteration 14Q: 3 clusters Score -1.978367e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -19783774.000000 Penalty: 5966.189453
	Iteration 15Q: 3 clusters Score -1.978377e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -19783982.000000 Penalty: 5966.189453
	Iteration 16Q: 3 clusters Score -1.978398e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -19784108.000000 Penalty: 5966.189453
	Iteration 17Q: 3 clusters Score -1.978411e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -19784302.000000 Penalty: 5966.189453
	Iteration 18Q: 3 clusters Score -1.97843e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -19784568.000000 Penalty: 5966.189453
	Iteration 19Q: 3 clusters Score -1.978457e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -19784760.000000 Penalty: 5966.189453
	Iteration 20F: 3 clusters Score -1.978476e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -19784944.000000 Penalty: 5966.189453
	Iteration 21Q: 3 clusters Score -1.978494e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -19785236.000000 Penalty: 5966.189453
	Iteration 22Q: 3 clusters Score -1.978524e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -19785582.000000 Penalty: 5966.189453
	Iteration 23Q: 3 clusters Score -1.978558e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -19786022.000000 Penalty: 5966.189453
	Iteration 24Q: 3 clusters Score -1.978602e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -19786340.000000 Penalty: 5966.189453
	Iteration 25Q: 3 clusters Score -1.978634e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -19786686.000000 Penalty: 5966.189453
	Iteration 26Q: 3 clusters Score -1.978669e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99940 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -19787006.000000 Penalty: 5966.189453
	Iteration 27Q: 3 clusters Score -1.978701e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -19787488.000000 Penalty: 5966.189453
	Iteration 28Q: 3 clusters Score -1.978749e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -19787862.000000 Penalty: 5966.189453
	Iteration 29Q: 3 clusters Score -1.978786e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -19788312.000000 Penalty: 5966.189453
	Iteration 30Q: 3 clusters Score -1.978831e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -19788770.000000 Penalty: 5966.189453
	Iteration 31Q: 3 clusters Score -1.978877e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -19789118.000000 Penalty: 5966.189453
	Iteration 32Q: 3 clusters Score -1.978912e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -19789378.000000 Penalty: 5966.189453
	Iteration 33Q: 3 clusters Score -1.978938e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -19789826.000000 Penalty: 5966.189453
	Iteration 34Q: 3 clusters Score -1.978983e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114400 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -19790278.000000 Penalty: 5966.189453
	Iteration 35Q: 3 clusters Score -1.979028e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -19790714.000000 Penalty: 5966.189453
	Iteration 36Q: 3 clusters Score -1.979071e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -19791104.000000 Penalty: 5966.189453
	Iteration 37Q: 3 clusters Score -1.97911e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -19791564.000000 Penalty: 5966.189453
	Iteration 38Q: 3 clusters Score -1.979156e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -19792010.000000 Penalty: 5966.189453
	Iteration 39Q: 3 clusters Score -1.979201e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124171 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -19792412.000000 Penalty: 5966.189453
	Iteration 40F: 3 clusters Score -1.979241e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -19792838.000000 Penalty: 5966.189453
	Iteration 41Q: 3 clusters Score -1.979284e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -19793388.000000 Penalty: 5966.189453
	Iteration 42Q: 3 clusters Score -1.979339e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130375 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -19793946.000000 Penalty: 5966.189453
	Iteration 43Q: 3 clusters Score -1.979395e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132452 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -19794498.000000 Penalty: 5966.189453
	Iteration 44Q: 3 clusters Score -1.97945e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134574 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -19795070.000000 Penalty: 5966.189453
	Iteration 45Q: 3 clusters Score -1.979507e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136648 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -19795630.000000 Penalty: 5966.189453
	Iteration 46Q: 3 clusters Score -1.979563e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -19796224.000000 Penalty: 5966.189453
	Iteration 47Q: 3 clusters Score -1.979622e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -19796860.000000 Penalty: 5966.189453
	Iteration 48Q: 3 clusters Score -1.979686e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -19797512.000000 Penalty: 5966.189453
	Iteration 49Q: 3 clusters Score -1.979751e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144444 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -19798014.000000 Penalty: 5966.189453
	Iteration 50Q: 3 clusters Score -1.979801e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146363 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -19798696.000000 Penalty: 5966.189453
	Iteration 51Q: 3 clusters Score -1.97987e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148168 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -19799328.000000 Penalty: 5966.189453
	Iteration 52Q: 3 clusters Score -1.979933e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -19799874.000000 Penalty: 5966.189453
	Iteration 53Q: 3 clusters Score -1.979987e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -19800266.000000 Penalty: 5966.189453
	Iteration 54Q: 3 clusters Score -1.980027e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -19800648.000000 Penalty: 5966.189453
	Iteration 55Q: 3 clusters Score -1.980065e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -19801082.000000 Penalty: 5966.189453
	Iteration 56Q: 3 clusters Score -1.980108e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -19801418.000000 Penalty: 5966.189453
	Iteration 57Q: 3 clusters Score -1.980142e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -19801576.000000 Penalty: 5966.189453
	Iteration 58Q: 3 clusters Score -1.980158e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -19801876.000000 Penalty: 5966.189453
	Iteration 59Q: 3 clusters Score -1.980188e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -19801960.000000 Penalty: 5966.189453
	Iteration 60F: 3 clusters Score -1.980196e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -19802094.000000 Penalty: 5966.189453
	Iteration 61Q: 3 clusters Score -1.980209e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -19802190.000000 Penalty: 5966.189453
	Iteration 62Q: 3 clusters Score -1.980219e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -19802278.000000 Penalty: 5966.189453
	Iteration 63Q: 3 clusters Score -1.980228e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161647 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -19802306.000000 Penalty: 5966.189453
	Iteration 64Q: 3 clusters Score -1.980231e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -19802374.000000 Penalty: 5966.189453
	Iteration 65Q: 3 clusters Score -1.980237e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -19802444.000000 Penalty: 5966.189453
	Iteration 66Q: 3 clusters Score -1.980244e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -19802436.000000 Penalty: 5966.189453
	Iteration 67Q: 3 clusters Score -1.980244e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -19802434.000000 Penalty: 5966.189453
	Iteration 68Q: 3 clusters Score -1.980243e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -19802474.000000 Penalty: 5966.189453
	Iteration 69Q: 3 clusters Score -1.980247e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163836 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -19802544.000000 Penalty: 5966.189453
	Iteration 70Q: 3 clusters Score -1.980254e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -19802554.000000 Penalty: 5966.189453
	Iteration 71Q: 3 clusters Score -1.980255e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -19802552.000000 Penalty: 5966.189453
	Iteration 72Q: 3 clusters Score -1.980255e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -19802568.000000 Penalty: 5966.189453
	Iteration 73Q: 3 clusters Score -1.980257e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -19802550.000000 Penalty: 5966.189453
	Iteration 74Q: 3 clusters Score -1.980255e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -19802542.000000 Penalty: 5966.189453
	Iteration 75Q: 3 clusters Score -1.980254e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -19802512.000000 Penalty: 5966.189453
	Iteration 76Q: 3 clusters Score -1.980251e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19802480.000000 Penalty: 5966.189453
	Iteration 77Q: 3 clusters Score -1.980248e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19802486.000000 Penalty: 5966.189453
	Iteration 78Q: 3 clusters Score -1.980249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -19802504.000000 Penalty: 5966.189453
	Iteration 79Q: 3 clusters Score -1.98025e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165234 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19802482.000000 Penalty: 5966.189453
	Iteration 80F: 3 clusters Score -1.980248e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -19802508.000000 Penalty: 5966.189453
	Iteration 81Q: 3 clusters Score -1.980251e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19802532.000000 Penalty: 5966.189453
	Iteration 82Q: 3 clusters Score -1.980253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -19802528.000000 Penalty: 5966.189453
	Iteration 83Q: 3 clusters Score -1.980253e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19802516.000000 Penalty: 5966.189453
	Iteration 84Q: 3 clusters Score -1.980252e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -19802518.000000 Penalty: 5966.189453
	Iteration 85Q: 3 clusters Score -1.980252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -19802536.000000 Penalty: 5966.189453
	Iteration 86Q: 3 clusters Score -1.980254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19802570.000000 Penalty: 5966.189453
	Iteration 87Q: 3 clusters Score -1.980257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165663 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19802632.000000 Penalty: 5966.189453
	Iteration 88Q: 3 clusters Score -1.980263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19802628.000000 Penalty: 5966.189453
	Iteration 89Q: 3 clusters Score -1.980263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -19802630.000000 Penalty: 5966.189453
	Iteration 90Q: 3 clusters Score -1.980263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19802626.000000 Penalty: 5966.189453
	Iteration 91Q: 3 clusters Score -1.980263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165761 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19802630.000000 Penalty: 5966.189453
	Iteration 92Q: 3 clusters Score -1.980263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19802636.000000 Penalty: 5966.189453
	Iteration 93Q: 3 clusters Score -1.980264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165787 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19802628.000000 Penalty: 5966.189453
	Iteration 94Q: 3 clusters Score -1.980263e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165800 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19802638.000000 Penalty: 5966.189453
	Iteration 95Q: 3 clusters Score -1.980264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -19802642.000000 Penalty: 5966.189453
	Iteration 96Q: 3 clusters Score -1.980264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19802618.000000 Penalty: 5966.189453
	Iteration 97Q: 3 clusters Score -1.980262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19802622.000000 Penalty: 5966.189453
	Iteration 98Q: 3 clusters Score -1.980262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19802618.000000 Penalty: 5966.189453
	Iteration 99Q: 3 clusters Score -1.980262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -19802606.000000 Penalty: 5966.189453
	Iteration 100F: 3 clusters Score -1.980261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19802606.000000 Penalty: 5966.189453
	Iteration 101Q: 3 clusters Score -1.980261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19802604.000000 Penalty: 5966.189453
	Iteration 102Q: 3 clusters Score -1.98026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -19802594.000000 Penalty: 5966.189453
	Iteration 103Q: 3 clusters Score -1.980259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165878 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -19802586.000000 Penalty: 5966.189453
	Iteration 104Q: 3 clusters Score -1.980259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19802600.000000 Penalty: 5966.189453
	Iteration 105Q: 3 clusters Score -1.98026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -19802586.000000 Penalty: 5966.189453
	Iteration 106Q: 3 clusters Score -1.980259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19802602.000000 Penalty: 5966.189453
	Iteration 107Q: 3 clusters Score -1.98026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19802606.000000 Penalty: 5966.189453
	Iteration 108Q: 3 clusters Score -1.980261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19802602.000000 Penalty: 5966.189453
	Iteration 109Q: 3 clusters Score -1.98026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -19802602.000000 Penalty: 5966.189453
	Iteration 110F: 3 clusters Score -1.98026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Entering Unmasked Estep 
Score: -2321898.000000 Penalty: 2455.157959
	Iteration 0F: 2 clusters Score -2321898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2308002.750000 Penalty: 4910.315918
	Iteration 0F: 3 clusters Score -2308003 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2312738.500000 Penalty: 4910.315918
	Iteration 1F: 3 clusters Score -2312738 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2313377.000000 Penalty: 4910.315918
	Iteration 2F: 3 clusters Score -2313377 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2314068.500000 Penalty: 4910.315918
	Iteration 3F: 3 clusters Score -2314068 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2314891.500000 Penalty: 4910.315918
	Iteration 4F: 3 clusters Score -2314892 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2315897.000000 Penalty: 4910.315918
	Iteration 5F: 3 clusters Score -2315897 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2317032.250000 Penalty: 4910.315918
	Iteration 6F: 3 clusters Score -2317032 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2318047.250000 Penalty: 4910.315918
	Iteration 7F: 3 clusters Score -2318047 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2318853.500000 Penalty: 4910.315918
	Iteration 8Q: 3 clusters Score -2318854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2319438.000000 Penalty: 4910.315918
	Iteration 9Q: 3 clusters Score -2319438 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2319865.500000 Penalty: 4910.315918
	Iteration 10Q: 3 clusters Score -2319866 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2320150.750000 Penalty: 4910.315918
	Iteration 11Q: 3 clusters Score -2320151 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2320311.500000 Penalty: 4910.315918
	Iteration 12Q: 3 clusters Score -2320312 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2320392.000000 Penalty: 4910.315918
	Iteration 13Q: 3 clusters Score -2320392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2320441.500000 Penalty: 4910.315918
	Iteration 14Q: 3 clusters Score -2320442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2320473.500000 Penalty: 4910.315918
	Iteration 15Q: 3 clusters Score -2320474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2320489.500000 Penalty: 4910.315918
	Iteration 16Q: 3 clusters Score -2320490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2320498.000000 Penalty: 4910.315918
	Iteration 17Q: 3 clusters Score -2320498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2320504.750000 Penalty: 4910.315918
	Iteration 18Q: 3 clusters Score -2320505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2320506.000000 Penalty: 4910.315918
	Iteration 19Q: 3 clusters Score -2320506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2320506.000000 Penalty: 4910.315918
	Iteration 20F: 3 clusters Score -2320506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2320506.000000 Penalty: 4910.315918
	Iteration 21Q: 3 clusters Score -2320506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2320507.250000 Penalty: 4910.315918
	Iteration 22Q: 3 clusters Score -2320507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2320508.500000 Penalty: 4910.315918
	Iteration 23Q: 3 clusters Score -2320508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2320509.000000 Penalty: 4910.315918
	Iteration 24Q: 3 clusters Score -2320509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2320509.000000 Penalty: 4910.315918
	Iteration 25Q: 3 clusters Score -2320509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2320512.250000 Penalty: 4910.315918
	Iteration 26Q: 3 clusters Score -2320512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2320513.250000 Penalty: 4910.315918
	Iteration 27Q: 3 clusters Score -2320513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2320515.000000 Penalty: 4910.315918
	Iteration 28Q: 3 clusters Score -2320515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2320516.250000 Penalty: 4910.315918
	Iteration 29Q: 3 clusters Score -2320516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2320516.000000 Penalty: 4910.315918
	Iteration 30Q: 3 clusters Score -2320516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2320519.500000 Penalty: 4910.315918
	Iteration 31Q: 3 clusters Score -2320520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2320519.250000 Penalty: 4910.315918
	Iteration 32Q: 3 clusters Score -2320519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2320517.250000 Penalty: 4910.315918
	Iteration 33Q: 3 clusters Score -2320517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2320515.750000 Penalty: 4910.315918
	Iteration 34Q: 3 clusters Score -2320516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2320516.250000 Penalty: 4910.315918
	Iteration 35Q: 3 clusters Score -2320516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2320519.500000 Penalty: 4910.315918
	Iteration 36Q: 3 clusters Score -2320520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2320519.500000 Penalty: 4910.315918
	Iteration 37Q: 3 clusters Score -2320520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2320520.250000 Penalty: 4910.315918
	Iteration 38Q: 3 clusters Score -2320520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2320519.250000 Penalty: 4910.315918
	Iteration 39Q: 3 clusters Score -2320519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2320524.750000 Penalty: 4910.315918
	Iteration 40F: 3 clusters Score -2320525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2320523.000000 Penalty: 4910.315918
	Iteration 41Q: 3 clusters Score -2320523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2320520.500000 Penalty: 4910.315918
	Iteration 42Q: 3 clusters Score -2320520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2320523.750000 Penalty: 4910.315918
	Iteration 43Q: 3 clusters Score -2320524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2320526.000000 Penalty: 4910.315918
	Iteration 44Q: 3 clusters Score -2320526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2320524.250000 Penalty: 4910.315918
	Iteration 45Q: 3 clusters Score -2320524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2320524.250000 Penalty: 4910.315918
	Iteration 46F: 3 clusters Score -2320524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Entering Unmasked Estep 
Score: -7054052.500000 Penalty: 2726.920166
	Iteration 0F: 2 clusters Score -7054052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7013989.000000 Penalty: 5453.840332
	Iteration 0F: 3 clusters Score -7013989 nChanged 27845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -7029522.500000 Penalty: 5453.840332
	Iteration 1F: 3 clusters Score -7029522 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -7030233.000000 Penalty: 5453.840332
	Iteration 2Q: 3 clusters Score -7030233 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -7031114.500000 Penalty: 5453.840332
	Iteration 3Q: 3 clusters Score -7031114 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7032247.500000 Penalty: 5453.840332
	Iteration 4Q: 3 clusters Score -7032248 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -7033646.000000 Penalty: 5453.840332
	Iteration 5F: 3 clusters Score -7033646 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7035380.500000 Penalty: 5453.840332
	Iteration 6F: 3 clusters Score -7035380 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7037259.500000 Penalty: 5453.840332
	Iteration 7F: 3 clusters Score -7037260 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7039238.000000 Penalty: 5453.840332
	Iteration 8F: 3 clusters Score -7039238 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7041162.000000 Penalty: 5453.840332
	Iteration 9F: 3 clusters Score -7041162 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7042769.500000 Penalty: 5453.840332
	Iteration 10Q: 3 clusters Score -7042770 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7044271.000000 Penalty: 5453.840332
	Iteration 11Q: 3 clusters Score -7044271 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -7045622.500000 Penalty: 5453.840332
	Iteration 12Q: 3 clusters Score -7045622 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -7046713.000000 Penalty: 5453.840332
	Iteration 13Q: 3 clusters Score -7046713 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -7047523.500000 Penalty: 5453.840332
	Iteration 14Q: 3 clusters Score -7047524 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -7048211.000000 Penalty: 5453.840332
	Iteration 15Q: 3 clusters Score -7048211 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -7048765.500000 Penalty: 5453.840332
	Iteration 16Q: 3 clusters Score -7048766 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -7049228.500000 Penalty: 5453.840332
	Iteration 17Q: 3 clusters Score -7049228 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -7049639.500000 Penalty: 5453.840332
	Iteration 18Q: 3 clusters Score -7049640 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -7050007.500000 Penalty: 5453.840332
	Iteration 19Q: 3 clusters Score -7050008 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7050334.500000 Penalty: 5453.840332
	Iteration 20F: 3 clusters Score -7050334 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -7050639.500000 Penalty: 5453.840332
	Iteration 21Q: 3 clusters Score -7050640 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -7050878.000000 Penalty: 5453.840332
	Iteration 22Q: 3 clusters Score -7050878 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7051061.500000 Penalty: 5453.840332
	Iteration 23Q: 3 clusters Score -7051062 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -7051282.500000 Penalty: 5453.840332
	Iteration 24Q: 3 clusters Score -7051282 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -7051437.000000 Penalty: 5453.840332
	Iteration 25Q: 3 clusters Score -7051437 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7051525.000000 Penalty: 5453.840332
	Iteration 26Q: 3 clusters Score -7051525 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7051589.500000 Penalty: 5453.840332
	Iteration 27Q: 3 clusters Score -7051590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7051648.500000 Penalty: 5453.840332
	Iteration 28Q: 3 clusters Score -7051648 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7051680.500000 Penalty: 5453.840332
	Iteration 29Q: 3 clusters Score -7051680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -7051695.000000 Penalty: 5453.840332
	Iteration 30Q: 3 clusters Score -7051695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7051707.000000 Penalty: 5453.840332
	Iteration 31Q: 3 clusters Score -7051707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7051740.000000 Penalty: 5453.840332
	Iteration 32Q: 3 clusters Score -7051740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7051747.000000 Penalty: 5453.840332
	Iteration 33Q: 3 clusters Score -7051747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7051763.000000 Penalty: 5453.840332
	Iteration 34Q: 3 clusters Score -7051763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -7051783.000000 Penalty: 5453.840332
	Iteration 35Q: 3 clusters Score -7051783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7051778.500000 Penalty: 5453.840332
	Iteration 36Q: 3 clusters Score -7051778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -7051792.000000 Penalty: 5453.840332
	Iteration 37Q: 3 clusters Score -7051792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -7051808.500000 Penalty: 5453.840332
	Iteration 38Q: 3 clusters Score -7051808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7051805.500000 Penalty: 5453.840332
	Iteration 39Q: 3 clusters Score -7051806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -7051813.000000 Penalty: 5453.840332
	Iteration 40F: 3 clusters Score -7051813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -7051828.500000 Penalty: 5453.840332
	Iteration 41Q: 3 clusters Score -7051828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7051831.000000 Penalty: 5453.840332
	Iteration 42Q: 3 clusters Score -7051831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -7051843.500000 Penalty: 5453.840332
	Iteration 43Q: 3 clusters Score -7051844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -7051846.500000 Penalty: 5453.840332
	Iteration 44Q: 3 clusters Score -7051846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -7051858.000000 Penalty: 5453.840332
	Iteration 45Q: 3 clusters Score -7051858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7051863.000000 Penalty: 5453.840332
	Iteration 46Q: 3 clusters Score -7051863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -7051864.500000 Penalty: 5453.840332
	Iteration 47Q: 3 clusters Score -7051864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -7051871.500000 Penalty: 5453.840332
	Iteration 48Q: 3 clusters Score -7051872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -7051875.500000 Penalty: 5453.840332
	Iteration 49Q: 3 clusters Score -7051876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7051869.500000 Penalty: 5453.840332
	Iteration 50Q: 3 clusters Score -7051870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7051873.500000 Penalty: 5453.840332
	Iteration 51Q: 3 clusters Score -7051874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7051872.000000 Penalty: 5453.840332
	Iteration 52Q: 3 clusters Score -7051872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -7051871.500000 Penalty: 5453.840332
	Iteration 53Q: 3 clusters Score -7051872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7051873.500000 Penalty: 5453.840332
	Iteration 54Q: 3 clusters Score -7051874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -7051876.000000 Penalty: 5453.840332
	Iteration 55Q: 3 clusters Score -7051876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -7051875.500000 Penalty: 5453.840332
	Iteration 56Q: 3 clusters Score -7051876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -7051876.000000 Penalty: 5453.840332
	Iteration 57Q: 3 clusters Score -7051876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -7051878.500000 Penalty: 5453.840332
	Iteration 58Q: 3 clusters Score -7051878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -7051880.500000 Penalty: 5453.840332
	Iteration 59Q: 3 clusters Score -7051880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -7051877.500000 Penalty: 5453.840332
	Iteration 60F: 3 clusters Score -7051878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7051878.000000 Penalty: 5453.840332
	Iteration 61Q: 3 clusters Score -7051878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7051871.500000 Penalty: 5453.840332
	Iteration 62Q: 3 clusters Score -7051872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7051871.500000 Penalty: 5453.840332
	Iteration 63F: 3 clusters Score -7051872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Entering Unmasked Estep 
Score: -730973.375000 Penalty: 2164.890381
	Iteration 0F: 2 clusters Score -730973.4 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 3109 members 
Entering Unmasked Estep 
Score: -725667.687500 Penalty: 4329.780762
	Iteration 0F: 3 clusters Score -725667.7 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -727084.687500 Penalty: 4329.780762
	Iteration 1F: 3 clusters Score -727084.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -727320.812500 Penalty: 4329.780762
	Iteration 2F: 3 clusters Score -727320.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -727476.187500 Penalty: 4329.780762
	Iteration 3Q: 3 clusters Score -727476.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -727649.937500 Penalty: 4329.780762
	Iteration 4Q: 3 clusters Score -727649.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -727815.125000 Penalty: 4329.780762
	Iteration 5Q: 3 clusters Score -727815.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -727982.687500 Penalty: 4329.780762
	Iteration 6Q: 3 clusters Score -727982.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -728147.062500 Penalty: 4329.780762
	Iteration 7Q: 3 clusters Score -728147.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -728344.250000 Penalty: 4329.780762
	Iteration 8Q: 3 clusters Score -728344.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -728498.750000 Penalty: 4329.780762
	Iteration 9Q: 3 clusters Score -728498.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -728668.625000 Penalty: 4329.780762
	Iteration 10Q: 3 clusters Score -728668.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -728843.937500 Penalty: 4329.780762
	Iteration 11Q: 3 clusters Score -728843.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -729002.000000 Penalty: 4329.780762
	Iteration 12Q: 3 clusters Score -729002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -729131.625000 Penalty: 4329.780762
	Iteration 13Q: 3 clusters Score -729131.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -729231.562500 Penalty: 4329.780762
	Iteration 14Q: 3 clusters Score -729231.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -729310.312500 Penalty: 4329.780762
	Iteration 15Q: 3 clusters Score -729310.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -729385.875000 Penalty: 4329.780762
	Iteration 16Q: 3 clusters Score -729385.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -729437.000000 Penalty: 4329.780762
	Iteration 17Q: 3 clusters Score -729437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -729475.812500 Penalty: 4329.780762
	Iteration 18Q: 3 clusters Score -729475.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -729498.375000 Penalty: 4329.780762
	Iteration 19Q: 3 clusters Score -729498.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -729519.437500 Penalty: 4329.780762
	Iteration 20F: 3 clusters Score -729519.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -729540.437500 Penalty: 4329.780762
	Iteration 21Q: 3 clusters Score -729540.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -729557.250000 Penalty: 4329.780762
	Iteration 22Q: 3 clusters Score -729557.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -729574.375000 Penalty: 4329.780762
	Iteration 23Q: 3 clusters Score -729574.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -729590.062500 Penalty: 4329.780762
	Iteration 24Q: 3 clusters Score -729590.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -729597.937500 Penalty: 4329.780762
	Iteration 25Q: 3 clusters Score -729597.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -729603.750000 Penalty: 4329.780762
	Iteration 26Q: 3 clusters Score -729603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -729612.437500 Penalty: 4329.780762
	Iteration 27Q: 3 clusters Score -729612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -729619.500000 Penalty: 4329.780762
	Iteration 28Q: 3 clusters Score -729619.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -729626.250000 Penalty: 4329.780762
	Iteration 29Q: 3 clusters Score -729626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -729633.625000 Penalty: 4329.780762
	Iteration 30Q: 3 clusters Score -729633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -729636.437500 Penalty: 4329.780762
	Iteration 31Q: 3 clusters Score -729636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -729641.125000 Penalty: 4329.780762
	Iteration 32Q: 3 clusters Score -729641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -729644.625000 Penalty: 4329.780762
	Iteration 33Q: 3 clusters Score -729644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -729648.875000 Penalty: 4329.780762
	Iteration 34Q: 3 clusters Score -729648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -729649.125000 Penalty: 4329.780762
	Iteration 35Q: 3 clusters Score -729649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -729648.812500 Penalty: 4329.780762
	Iteration 36Q: 3 clusters Score -729648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -729652.687500 Penalty: 4329.780762
	Iteration 37Q: 3 clusters Score -729652.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -729654.500000 Penalty: 4329.780762
	Iteration 38Q: 3 clusters Score -729654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -729657.187500 Penalty: 4329.780762
	Iteration 39Q: 3 clusters Score -729657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -729658.937500 Penalty: 4329.780762
	Iteration 40F: 3 clusters Score -729658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -729660.250000 Penalty: 4329.780762
	Iteration 41Q: 3 clusters Score -729660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -729661.062500 Penalty: 4329.780762
	Iteration 42Q: 3 clusters Score -729661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -729661.687500 Penalty: 4329.780762
	Iteration 43Q: 3 clusters Score -729661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -729661.937500 Penalty: 4329.780762
	Iteration 44Q: 3 clusters Score -729661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -729664.937500 Penalty: 4329.780762
	Iteration 45Q: 3 clusters Score -729664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -729670.187500 Penalty: 4329.780762
	Iteration 46Q: 3 clusters Score -729670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -729669.312500 Penalty: 4329.780762
	Iteration 47Q: 3 clusters Score -729669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -729671.875000 Penalty: 4329.780762
	Iteration 48Q: 3 clusters Score -729671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -729672.812500 Penalty: 4329.780762
	Iteration 49Q: 3 clusters Score -729672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -729673.312500 Penalty: 4329.780762
	Iteration 50Q: 3 clusters Score -729673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -729674.437500 Penalty: 4329.780762
	Iteration 51Q: 3 clusters Score -729674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -729672.687500 Penalty: 4329.780762
	Iteration 52Q: 3 clusters Score -729672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -729673.625000 Penalty: 4329.780762
	Iteration 53Q: 3 clusters Score -729673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -729673.625000 Penalty: 4329.780762
	Iteration 54F: 3 clusters Score -729673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -4005519.750000 Penalty: 2596.417725
	Iteration 0F: 2 clusters Score -4005520 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 17579 members 
Entering Unmasked Estep 
Score: -3981539.500000 Penalty: 5192.835449
	Iteration 0F: 3 clusters Score -3981540 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3990293.750000 Penalty: 5192.835449
	Iteration 1F: 3 clusters Score -3990294 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3990932.000000 Penalty: 5192.835449
	Iteration 2Q: 3 clusters Score -3990932 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3991741.750000 Penalty: 5192.835449
	Iteration 3Q: 3 clusters Score -3991742 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3992791.500000 Penalty: 5192.835449
	Iteration 4F: 3 clusters Score -3992792 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3994107.250000 Penalty: 5192.835449
	Iteration 5F: 3 clusters Score -3994107 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3995563.000000 Penalty: 5192.835449
	Iteration 6F: 3 clusters Score -3995563 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3997115.000000 Penalty: 5192.835449
	Iteration 7F: 3 clusters Score -3997115 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3998640.250000 Penalty: 5192.835449
	Iteration 8F: 3 clusters Score -3998640 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3999964.000000 Penalty: 5192.835449
	Iteration 9F: 3 clusters Score -3999964 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4001030.250000 Penalty: 5192.835449
	Iteration 10Q: 3 clusters Score -4001030 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4001906.250000 Penalty: 5192.835449
	Iteration 11Q: 3 clusters Score -4001906 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4002723.500000 Penalty: 5192.835449
	Iteration 12Q: 3 clusters Score -4002724 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4003577.000000 Penalty: 5192.835449
	Iteration 13Q: 3 clusters Score -4003577 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4004233.250000 Penalty: 5192.835449
	Iteration 14Q: 3 clusters Score -4004233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4004595.250000 Penalty: 5192.835449
	Iteration 15Q: 3 clusters Score -4004595 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4004682.750000 Penalty: 5192.835449
	Iteration 16Q: 3 clusters Score -4004683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4004765.000000 Penalty: 5192.835449
	Iteration 17Q: 3 clusters Score -4004765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4004816.250000 Penalty: 5192.835449
	Iteration 18Q: 3 clusters Score -4004816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4004838.750000 Penalty: 5192.835449
	Iteration 19Q: 3 clusters Score -4004839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4004849.750000 Penalty: 5192.835449
	Iteration 20F: 3 clusters Score -4004850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4004856.000000 Penalty: 5192.835449
	Iteration 21Q: 3 clusters Score -4004856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4004856.000000 Penalty: 5192.835449
	Iteration 22Q: 3 clusters Score -4004856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4004861.750000 Penalty: 5192.835449
	Iteration 23Q: 3 clusters Score -4004862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4004866.000000 Penalty: 5192.835449
	Iteration 24Q: 3 clusters Score -4004866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4004863.000000 Penalty: 5192.835449
	Iteration 25Q: 3 clusters Score -4004863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4004872.500000 Penalty: 5192.835449
	Iteration 26Q: 3 clusters Score -4004872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4004874.000000 Penalty: 5192.835449
	Iteration 27Q: 3 clusters Score -4004874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4004875.000000 Penalty: 5192.835449
	Iteration 28Q: 3 clusters Score -4004875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4004872.750000 Penalty: 5192.835449
	Iteration 29Q: 3 clusters Score -4004873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4004871.500000 Penalty: 5192.835449
	Iteration 30Q: 3 clusters Score -4004872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4004871.500000 Penalty: 5192.835449
	Iteration 31F: 3 clusters Score -4004872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -201227.625000 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -201227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198728.281250 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -198728.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -199213.812500 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -199213.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -199341.609375 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -199341.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -199427.375000 Penalty: 3730.842041
	Iteration 3Q: 3 clusters Score -199427.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -199486.421875 Penalty: 3730.842041
	Iteration 4Q: 3 clusters Score -199486.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -199528.265625 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -199528.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -199558.031250 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -199558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -199584.828125 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -199584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -199607.765625 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -199607.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -199628.906250 Penalty: 3730.842041
	Iteration 9Q: 3 clusters Score -199628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -199639.609375 Penalty: 3730.842041
	Iteration 10Q: 3 clusters Score -199639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -199648.140625 Penalty: 3730.842041
	Iteration 11Q: 3 clusters Score -199648.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -199655.453125 Penalty: 3730.842041
	Iteration 12Q: 3 clusters Score -199655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -199658.593750 Penalty: 3730.842041
	Iteration 13Q: 3 clusters Score -199658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -199661.203125 Penalty: 3730.842041
	Iteration 14Q: 3 clusters Score -199661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -199661.812500 Penalty: 3730.842041
	Iteration 15Q: 3 clusters Score -199661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -199664.437500 Penalty: 3730.842041
	Iteration 16Q: 3 clusters Score -199664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -199664.437500 Penalty: 3730.842041
	Iteration 17F: 3 clusters Score -199664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -97980.875000 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -97980.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96125.554688 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -96125.55 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96412.359375 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -96412.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96490.875000 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -96490.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96578.523438 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -96578.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96624.453125 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -96624.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96662.953125 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -96662.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96684.195312 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -96684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96702.546875 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -96702.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96719.234375 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -96719.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96722.148438 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -96722.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96725.304688 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -96725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96733.687500 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -96733.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96742.906250 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -96742.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96751.234375 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -96751.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96753.101562 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -96753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96759.953125 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -96759.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96770.226562 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -96770.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96776.640625 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -96776.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96785.921875 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -96785.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96791.703125 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -96791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96799.390625 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -96799.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96804.929688 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -96804.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96816.679688 Penalty: 3390.784668
	Iteration 22Q: 3 clusters Score -96816.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96823.453125 Penalty: 3390.784668
	Iteration 23Q: 3 clusters Score -96823.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96829.140625 Penalty: 3390.784668
	Iteration 24Q: 3 clusters Score -96829.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96834.000000 Penalty: 3390.784668
	Iteration 25Q: 3 clusters Score -96834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96835.250000 Penalty: 3390.784668
	Iteration 26Q: 3 clusters Score -96835.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96835.250000 Penalty: 3390.784668
	Iteration 27F: 3 clusters Score -96835.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Entering Unmasked Estep 
Score: -917176.812500 Penalty: 2222.704834
	Iteration 0F: 2 clusters Score -917176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -910781.250000 Penalty: 4445.409668
	Iteration 0F: 3 clusters Score -910781.2 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -912436.062500 Penalty: 4445.409668
	Iteration 1F: 3 clusters Score -912436.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -912724.250000 Penalty: 4445.409668
	Iteration 2F: 3 clusters Score -912724.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -912906.187500 Penalty: 4445.409668
	Iteration 3F: 3 clusters Score -912906.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -913039.062500 Penalty: 4445.409668
	Iteration 4Q: 3 clusters Score -913039.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -913142.750000 Penalty: 4445.409668
	Iteration 5Q: 3 clusters Score -913142.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -913216.875000 Penalty: 4445.409668
	Iteration 6Q: 3 clusters Score -913216.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -913284.812500 Penalty: 4445.409668
	Iteration 7Q: 3 clusters Score -913284.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -913353.437500 Penalty: 4445.409668
	Iteration 8Q: 3 clusters Score -913353.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -913420.312500 Penalty: 4445.409668
	Iteration 9Q: 3 clusters Score -913420.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -913500.750000 Penalty: 4445.409668
	Iteration 10Q: 3 clusters Score -913500.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -913582.625000 Penalty: 4445.409668
	Iteration 11Q: 3 clusters Score -913582.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -913672.812500 Penalty: 4445.409668
	Iteration 12Q: 3 clusters Score -913672.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -913764.250000 Penalty: 4445.409668
	Iteration 13Q: 3 clusters Score -913764.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -913891.312500 Penalty: 4445.409668
	Iteration 14Q: 3 clusters Score -913891.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -914032.187500 Penalty: 4445.409668
	Iteration 15Q: 3 clusters Score -914032.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -914170.000000 Penalty: 4445.409668
	Iteration 16Q: 3 clusters Score -914170 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -914305.625000 Penalty: 4445.409668
	Iteration 17Q: 3 clusters Score -914305.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -914433.687500 Penalty: 4445.409668
	Iteration 18Q: 3 clusters Score -914433.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -914557.000000 Penalty: 4445.409668
	Iteration 19Q: 3 clusters Score -914557 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -914678.125000 Penalty: 4445.409668
	Iteration 20F: 3 clusters Score -914678.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -914793.000000 Penalty: 4445.409668
	Iteration 21Q: 3 clusters Score -914793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -914875.437500 Penalty: 4445.409668
	Iteration 22Q: 3 clusters Score -914875.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -914954.687500 Penalty: 4445.409668
	Iteration 23Q: 3 clusters Score -914954.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -915026.375000 Penalty: 4445.409668
	Iteration 24Q: 3 clusters Score -915026.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -915091.625000 Penalty: 4445.409668
	Iteration 25Q: 3 clusters Score -915091.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -915131.937500 Penalty: 4445.409668
	Iteration 26Q: 3 clusters Score -915131.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -915158.750000 Penalty: 4445.409668
	Iteration 27Q: 3 clusters Score -915158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -915176.062500 Penalty: 4445.409668
	Iteration 28Q: 3 clusters Score -915176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -915195.187500 Penalty: 4445.409668
	Iteration 29Q: 3 clusters Score -915195.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -915213.625000 Penalty: 4445.409668
	Iteration 30Q: 3 clusters Score -915213.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -915226.750000 Penalty: 4445.409668
	Iteration 31Q: 3 clusters Score -915226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -915237.125000 Penalty: 4445.409668
	Iteration 32Q: 3 clusters Score -915237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -915242.187500 Penalty: 4445.409668
	Iteration 33Q: 3 clusters Score -915242.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -915256.000000 Penalty: 4445.409668
	Iteration 34Q: 3 clusters Score -915256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -915266.875000 Penalty: 4445.409668
	Iteration 35Q: 3 clusters Score -915266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -915272.812500 Penalty: 4445.409668
	Iteration 36Q: 3 clusters Score -915272.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -915283.312500 Penalty: 4445.409668
	Iteration 37Q: 3 clusters Score -915283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -915285.937500 Penalty: 4445.409668
	Iteration 38Q: 3 clusters Score -915285.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -915288.187500 Penalty: 4445.409668
	Iteration 39Q: 3 clusters Score -915288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -915287.312500 Penalty: 4445.409668
	Iteration 40F: 3 clusters Score -915287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -915289.562500 Penalty: 4445.409668
	Iteration 41Q: 3 clusters Score -915289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -915290.187500 Penalty: 4445.409668
	Iteration 42Q: 3 clusters Score -915290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -915293.875000 Penalty: 4445.409668
	Iteration 43Q: 3 clusters Score -915293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -915294.312500 Penalty: 4445.409668
	Iteration 44Q: 3 clusters Score -915294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -915296.062500 Penalty: 4445.409668
	Iteration 45Q: 3 clusters Score -915296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -915296.062500 Penalty: 4445.409668
	Iteration 46F: 3 clusters Score -915296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -63570.195312 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -63570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62070.117188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -62070.12 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62353.808594 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -62353.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62463.953125 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -62463.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62512.089844 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -62512.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62547.425781 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -62547.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62573.492188 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -62573.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -62604.347656 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -62604.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62630.382812 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -62630.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62658.605469 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -62658.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62679.828125 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -62679.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -62700.664062 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -62700.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62709.621094 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -62709.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62720.468750 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -62720.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -62722.167969 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -62722.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62729.753906 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -62729.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62740.003906 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -62740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62751.503906 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -62751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62762.863281 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -62762.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62805.984375 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -62805.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -62815.515625 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -62815.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62821.593750 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -62821.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -62823.746094 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -62823.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -62827.000000 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -62827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62830.273438 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -62830.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62830.273438 Penalty: 3174.527832
	Iteration 24F: 3 clusters Score -62830.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 64096 members 
Mstep: Class 3 contains 183321 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71252 members 
Mstep: Class 7 contains 186770 members 
Mstep: Class 9 contains 158975 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 167478 members 
Mstep: Class 12 contains 19927 members 
Mstep: Class 13 contains 59614 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 35222 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7805 members 
Mstep: Class 21 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063712.000000 Penalty: 61757.199219
Iteration 79Q: 19 clusters Score -1.180637e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 64141 members 
Mstep: Class 3 contains 183223 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71288 members 
Mstep: Class 7 contains 187644 members 
Mstep: Class 9 contains 159033 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 167426 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59596 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 35248 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 7735 members 
Mstep: Class 21 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063696.000000 Penalty: 61757.199219
Iteration 80F: 19 clusters Score -1.180637e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 64189 members 
Mstep: Class 3 contains 183133 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71350 members 
Mstep: Class 7 contains 188497 members 
Mstep: Class 9 contains 159058 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 35294 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7664 members 
Mstep: Class 21 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063776.000000 Penalty: 61757.199219
Iteration 81Q: 19 clusters Score -1.180638e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 64201 members 
Mstep: Class 3 contains 183044 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 71383 members 
Mstep: Class 7 contains 189443 members 
Mstep: Class 9 contains 159045 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 167333 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 59570 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 35309 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7607 members 
Mstep: Class 21 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063888.000000 Penalty: 61757.199219
Iteration 82Q: 19 clusters Score -1.180639e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 64199 members 
Mstep: Class 3 contains 182937 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 190371 members 
Mstep: Class 9 contains 159041 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 167307 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 59549 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 35324 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7544 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064016.000000 Penalty: 61757.199219
Iteration 83Q: 19 clusters Score -1.18064e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 64185 members 
Mstep: Class 3 contains 182851 members 
Mstep: Class 4 contains 9601 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71402 members 
Mstep: Class 7 contains 191243 members 
Mstep: Class 9 contains 159051 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 167278 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 59529 members 
Mstep: Class 14 contains 6171 members 
Mstep: Class 15 contains 35338 members 
Mstep: Class 16 contains 1860 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7484 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064240.000000 Penalty: 61757.199219
Iteration 84Q: 19 clusters Score -1.180642e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 64198 members 
Mstep: Class 3 contains 182785 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71435 members 
Mstep: Class 7 contains 192002 members 
Mstep: Class 9 contains 159058 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 167258 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 59511 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 35374 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 7430 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064232.000000 Penalty: 61757.199219
Iteration 85Q: 19 clusters Score -1.180642e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 64202 members 
Mstep: Class 3 contains 182733 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71446 members 
Mstep: Class 7 contains 192764 members 
Mstep: Class 9 contains 159070 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 167221 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 59495 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 35381 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064080.000000 Penalty: 61757.199219
Iteration 86Q: 19 clusters Score -1.180641e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 64202 members 
Mstep: Class 3 contains 182693 members 
Mstep: Class 4 contains 9601 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71448 members 
Mstep: Class 7 contains 193556 members 
Mstep: Class 9 contains 159085 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 167160 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59491 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 35393 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064344.000000 Penalty: 61757.199219
Iteration 87Q: 19 clusters Score -1.180643e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 64216 members 
Mstep: Class 3 contains 182668 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71439 members 
Mstep: Class 7 contains 194351 members 
Mstep: Class 9 contains 159098 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 167105 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59477 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 35400 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064464.000000 Penalty: 61757.199219
Iteration 88Q: 19 clusters Score -1.180645e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 64231 members 
Mstep: Class 3 contains 182632 members 
Mstep: Class 4 contains 9603 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71436 members 
Mstep: Class 7 contains 195111 members 
Mstep: Class 9 contains 159075 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 167049 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59461 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35441 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064392.000000 Penalty: 61757.199219
Iteration 89Q: 19 clusters Score -1.180644e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 64251 members 
Mstep: Class 3 contains 182582 members 
Mstep: Class 4 contains 9601 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71435 members 
Mstep: Class 7 contains 195897 members 
Mstep: Class 9 contains 159065 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 166993 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 59437 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 35472 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064688.000000 Penalty: 61757.199219
Iteration 90Q: 19 clusters Score -1.180647e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 64271 members 
Mstep: Class 3 contains 182531 members 
Mstep: Class 4 contains 9601 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71422 members 
Mstep: Class 7 contains 196650 members 
Mstep: Class 9 contains 159059 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 166970 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 59417 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35517 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065016.000000 Penalty: 61757.199219
Iteration 91Q: 19 clusters Score -1.18065e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 64284 members 
Mstep: Class 3 contains 182486 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71430 members 
Mstep: Class 7 contains 197369 members 
Mstep: Class 9 contains 159049 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 166976 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 59402 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 35570 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7170 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065168.000000 Penalty: 61757.199219
Iteration 92Q: 19 clusters Score -1.180652e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 64284 members 
Mstep: Class 3 contains 182457 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71423 members 
Mstep: Class 7 contains 198043 members 
Mstep: Class 9 contains 159061 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 166989 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 59389 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35633 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065456.000000 Penalty: 61757.199219
Iteration 93Q: 19 clusters Score -1.180655e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 64269 members 
Mstep: Class 3 contains 182424 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71427 members 
Mstep: Class 7 contains 198671 members 
Mstep: Class 9 contains 159084 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 167019 members 
Mstep: Class 12 contains 19924 members 
Mstep: Class 13 contains 59369 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35695 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7139 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065584.000000 Penalty: 61757.199219
Iteration 94Q: 19 clusters Score -1.180656e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 64262 members 
Mstep: Class 3 contains 182404 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71419 members 
Mstep: Class 7 contains 199281 members 
Mstep: Class 9 contains 159105 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 167063 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59353 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35763 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7124 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065800.000000 Penalty: 61757.199219
Iteration 95Q: 19 clusters Score -1.180658e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 64257 members 
Mstep: Class 3 contains 182416 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71418 members 
Mstep: Class 7 contains 199865 members 
Mstep: Class 9 contains 159098 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 167148 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59328 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 35821 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 7123 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066040.000000 Penalty: 61757.199219
Iteration 96Q: 19 clusters Score -1.18066e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 64261 members 
Mstep: Class 3 contains 182413 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71413 members 
Mstep: Class 7 contains 200430 members 
Mstep: Class 9 contains 159108 members 
Mstep: Class 10 contains 2842 members 
Mstep: Class 11 contains 167226 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59308 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 35910 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066216.000000 Penalty: 61757.199219
Iteration 97Q: 19 clusters Score -1.180662e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 64272 members 
Mstep: Class 3 contains 182409 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71412 members 
Mstep: Class 7 contains 200924 members 
Mstep: Class 9 contains 159145 members 
Mstep: Class 10 contains 2842 members 
Mstep: Class 11 contains 167320 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59301 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 36001 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7092 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066272.000000 Penalty: 61757.199219
Iteration 98Q: 19 clusters Score -1.180663e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 64266 members 
Mstep: Class 3 contains 182397 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71372 members 
Mstep: Class 7 contains 201379 members 
Mstep: Class 9 contains 159186 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 167460 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59289 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 36091 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066392.000000 Penalty: 61757.199219
Iteration 99Q: 19 clusters Score -1.180664e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 64242 members 
Mstep: Class 3 contains 182396 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71330 members 
Mstep: Class 7 contains 201837 members 
Mstep: Class 9 contains 159254 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 167597 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59270 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7064 members 
Mstep: Class 21 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066448.000000 Penalty: 61757.199219
Iteration 100F: 19 clusters Score -1.180664e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 64231 members 
Mstep: Class 3 contains 182375 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71309 members 
Mstep: Class 7 contains 202313 members 
Mstep: Class 9 contains 159297 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 167714 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59257 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 36180 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7064 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118066896.000000 Penalty: 61757.199219
Iteration 101Q: 19 clusters Score -1.180669e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 64203 members 
Mstep: Class 3 contains 182380 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71284 members 
Mstep: Class 7 contains 202821 members 
Mstep: Class 9 contains 159380 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 167776 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59240 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 36182 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118067312.000000 Penalty: 61757.199219
Iteration 102Q: 19 clusters Score -1.180673e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 64205 members 
Mstep: Class 3 contains 182390 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71268 members 
Mstep: Class 7 contains 203303 members 
Mstep: Class 9 contains 159418 members 
Mstep: Class 10 contains 2842 members 
Mstep: Class 11 contains 167841 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59221 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 36163 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7089 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118067496.000000 Penalty: 61757.199219
Iteration 103Q: 19 clusters Score -1.180675e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 64188 members 
Mstep: Class 3 contains 182378 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71280 members 
Mstep: Class 7 contains 203835 members 
Mstep: Class 9 contains 159428 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 167897 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59203 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 36128 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118067728.000000 Penalty: 61757.199219
Iteration 104Q: 19 clusters Score -1.180677e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 64165 members 
Mstep: Class 3 contains 182389 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71266 members 
Mstep: Class 7 contains 204374 members 
Mstep: Class 9 contains 159410 members 
Mstep: Class 10 contains 2848 members 
Mstep: Class 11 contains 167929 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59194 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 36085 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7069 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118067736.000000 Penalty: 61757.199219
Iteration 105Q: 19 clusters Score -1.180677e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 64143 members 
Mstep: Class 3 contains 182378 members 
Mstep: Class 4 contains 9587 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71241 members 
Mstep: Class 7 contains 204856 members 
Mstep: Class 9 contains 159418 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 167964 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59186 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 36033 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7060 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 19 clusters Score -1.180678e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 64113 members 
Mstep: Class 3 contains 182355 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71234 members 
Mstep: Class 7 contains 205384 members 
Mstep: Class 9 contains 159388 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 167966 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59171 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 35977 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7059 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -1.18068e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 64089 members 
Mstep: Class 3 contains 182326 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71217 members 
Mstep: Class 7 contains 205940 members 
Mstep: Class 9 contains 159374 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 167942 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59160 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 35890 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -1.180682e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 64054 members 
Mstep: Class 3 contains 182304 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 206453 members 
Mstep: Class 9 contains 159338 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 167901 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59151 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 35825 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7045 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -1.180688e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 64017 members 
Mstep: Class 3 contains 182308 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71165 members 
Mstep: Class 7 contains 206966 members 
Mstep: Class 9 contains 159266 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 167844 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59140 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 35771 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068888.000000 Penalty: 61757.199219
Iteration 110Q: 19 clusters Score -1.180689e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 63988 members 
Mstep: Class 3 contains 182306 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71121 members 
Mstep: Class 7 contains 207481 members 
Mstep: Class 9 contains 159181 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 167792 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59131 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 35722 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069152.000000 Penalty: 61757.199219
Iteration 111Q: 19 clusters Score -1.180692e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 63959 members 
Mstep: Class 3 contains 182286 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71085 members 
Mstep: Class 7 contains 207981 members 
Mstep: Class 9 contains 159120 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 167717 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59120 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 35654 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7077 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069176.000000 Penalty: 61757.199219
Iteration 112Q: 19 clusters Score -1.180692e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 63914 members 
Mstep: Class 3 contains 182259 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 71045 members 
Mstep: Class 7 contains 208418 members 
Mstep: Class 9 contains 159122 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 167626 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59103 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 35594 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7105 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068856.000000 Penalty: 61757.199219
Iteration 113Q: 19 clusters Score -1.180689e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 63875 members 
Mstep: Class 3 contains 182217 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70994 members 
Mstep: Class 7 contains 208836 members 
Mstep: Class 9 contains 159117 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 167544 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59098 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 35529 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7130 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068792.000000 Penalty: 61757.199219
Iteration 114Q: 19 clusters Score -1.180688e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 63846 members 
Mstep: Class 3 contains 182178 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70947 members 
Mstep: Class 7 contains 209206 members 
Mstep: Class 9 contains 159125 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 167449 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59101 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 35471 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7162 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068664.000000 Penalty: 61757.199219
Iteration 115Q: 19 clusters Score -1.180687e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 63811 members 
Mstep: Class 3 contains 182155 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70899 members 
Mstep: Class 7 contains 209503 members 
Mstep: Class 9 contains 159136 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 167364 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59094 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 35445 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068704.000000 Penalty: 61757.199219
Iteration 116Q: 19 clusters Score -1.180687e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 63784 members 
Mstep: Class 3 contains 182129 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70838 members 
Mstep: Class 7 contains 209813 members 
Mstep: Class 9 contains 159150 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 167283 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59087 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 35395 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 7212 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118068832.000000 Penalty: 61757.199219
Iteration 117Q: 19 clusters Score -1.180688e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 63758 members 
Mstep: Class 3 contains 182114 members 
Mstep: Class 4 contains 9577 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70808 members 
Mstep: Class 7 contains 210070 members 
Mstep: Class 9 contains 159143 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 167236 members 
Mstep: Class 12 contains 19923 members 
Mstep: Class 13 contains 59080 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 35349 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069120.000000 Penalty: 61757.199219
Iteration 118Q: 19 clusters Score -1.180691e+08 nChanged 730
Entering ConstructFrom: 
Score: -118069120.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (19981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Entering Unmasked Estep 
Score: -2380553.500000 Penalty: 2455.829346
	Iteration 0F: 2 clusters Score -2380554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2366575.500000 Penalty: 4911.658691
	Iteration 0F: 3 clusters Score -2366576 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2371141.000000 Penalty: 4911.658691
	Iteration 1F: 3 clusters Score -2371141 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2371518.500000 Penalty: 4911.658691
	Iteration 2F: 3 clusters Score -2371518 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2371826.500000 Penalty: 4911.658691
	Iteration 3Q: 3 clusters Score -2371826 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2372123.000000 Penalty: 4911.658691
	Iteration 4Q: 3 clusters Score -2372123 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2372488.500000 Penalty: 4911.658691
	Iteration 5Q: 3 clusters Score -2372488 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2372916.000000 Penalty: 4911.658691
	Iteration 6Q: 3 clusters Score -2372916 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2373500.750000 Penalty: 4911.658691
	Iteration 7Q: 3 clusters Score -2373501 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2374308.750000 Penalty: 4911.658691
	Iteration 8F: 3 clusters Score -2374309 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2375253.500000 Penalty: 4911.658691
	Iteration 9F: 3 clusters Score -2375254 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2376336.250000 Penalty: 4911.658691
	Iteration 10F: 3 clusters Score -2376336 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2377322.250000 Penalty: 4911.658691
	Iteration 11F: 3 clusters Score -2377322 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2378003.750000 Penalty: 4911.658691
	Iteration 12Q: 3 clusters Score -2378004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2378310.000000 Penalty: 4911.658691
	Iteration 13Q: 3 clusters Score -2378310 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2378465.500000 Penalty: 4911.658691
	Iteration 14Q: 3 clusters Score -2378466 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2378552.000000 Penalty: 4911.658691
	Iteration 15Q: 3 clusters Score -2378552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2378605.250000 Penalty: 4911.658691
	Iteration 16Q: 3 clusters Score -2378605 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2378629.250000 Penalty: 4911.658691
	Iteration 17Q: 3 clusters Score -2378629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2378650.250000 Penalty: 4911.658691
	Iteration 18Q: 3 clusters Score -2378650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2378668.250000 Penalty: 4911.658691
	Iteration 19Q: 3 clusters Score -2378668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2378670.000000 Penalty: 4911.658691
	Iteration 20F: 3 clusters Score -2378670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2378682.500000 Penalty: 4911.658691
	Iteration 21Q: 3 clusters Score -2378682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2378690.500000 Penalty: 4911.658691
	Iteration 22Q: 3 clusters Score -2378690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2378693.500000 Penalty: 4911.658691
	Iteration 23Q: 3 clusters Score -2378694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2378698.750000 Penalty: 4911.658691
	Iteration 24Q: 3 clusters Score -2378699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2378695.250000 Penalty: 4911.658691
	Iteration 25Q: 3 clusters Score -2378695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2378694.750000 Penalty: 4911.658691
	Iteration 26Q: 3 clusters Score -2378695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2378697.500000 Penalty: 4911.658691
	Iteration 27Q: 3 clusters Score -2378698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2378699.500000 Penalty: 4911.658691
	Iteration 28Q: 3 clusters Score -2378700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2378696.250000 Penalty: 4911.658691
	Iteration 29Q: 3 clusters Score -2378696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2378695.750000 Penalty: 4911.658691
	Iteration 30Q: 3 clusters Score -2378696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2378697.750000 Penalty: 4911.658691
	Iteration 31Q: 3 clusters Score -2378698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2378697.500000 Penalty: 4911.658691
	Iteration 32Q: 3 clusters Score -2378698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2378698.250000 Penalty: 4911.658691
	Iteration 33Q: 3 clusters Score -2378698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2378700.750000 Penalty: 4911.658691
	Iteration 34Q: 3 clusters Score -2378701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2378700.250000 Penalty: 4911.658691
	Iteration 35Q: 3 clusters Score -2378700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2378703.500000 Penalty: 4911.658691
	Iteration 36Q: 3 clusters Score -2378704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2378703.500000 Penalty: 4911.658691
	Iteration 37Q: 3 clusters Score -2378704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2378703.250000 Penalty: 4911.658691
	Iteration 38Q: 3 clusters Score -2378703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2378712.250000 Penalty: 4911.658691
	Iteration 39Q: 3 clusters Score -2378712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2378715.250000 Penalty: 4911.658691
	Iteration 40F: 3 clusters Score -2378715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2378719.250000 Penalty: 4911.658691
	Iteration 41Q: 3 clusters Score -2378719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2378720.250000 Penalty: 4911.658691
	Iteration 42Q: 3 clusters Score -2378720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2378722.500000 Penalty: 4911.658691
	Iteration 43Q: 3 clusters Score -2378722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2378726.500000 Penalty: 4911.658691
	Iteration 44Q: 3 clusters Score -2378726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2378724.000000 Penalty: 4911.658691
	Iteration 45Q: 3 clusters Score -2378724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2378726.750000 Penalty: 4911.658691
	Iteration 46Q: 3 clusters Score -2378727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2378731.250000 Penalty: 4911.658691
	Iteration 47Q: 3 clusters Score -2378731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2378732.250000 Penalty: 4911.658691
	Iteration 48Q: 3 clusters Score -2378732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2378734.250000 Penalty: 4911.658691
	Iteration 49Q: 3 clusters Score -2378734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2378736.500000 Penalty: 4911.658691
	Iteration 50Q: 3 clusters Score -2378736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2378743.750000 Penalty: 4911.658691
	Iteration 51Q: 3 clusters Score -2378744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2378745.500000 Penalty: 4911.658691
	Iteration 52Q: 3 clusters Score -2378746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2378739.750000 Penalty: 4911.658691
	Iteration 53Q: 3 clusters Score -2378740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2378742.000000 Penalty: 4911.658691
	Iteration 54Q: 3 clusters Score -2378742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2378744.250000 Penalty: 4911.658691
	Iteration 55Q: 3 clusters Score -2378744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2378747.750000 Penalty: 4911.658691
	Iteration 56Q: 3 clusters Score -2378748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2378748.750000 Penalty: 4911.658691
	Iteration 57Q: 3 clusters Score -2378749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2378748.500000 Penalty: 4911.658691
	Iteration 58Q: 3 clusters Score -2378748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2378753.750000 Penalty: 4911.658691
	Iteration 59Q: 3 clusters Score -2378754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2378754.750000 Penalty: 4911.658691
	Iteration 60F: 3 clusters Score -2378755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2378753.500000 Penalty: 4911.658691
	Iteration 61Q: 3 clusters Score -2378754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2378761.500000 Penalty: 4911.658691
	Iteration 62Q: 3 clusters Score -2378762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2378760.500000 Penalty: 4911.658691
	Iteration 63Q: 3 clusters Score -2378760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2378767.000000 Penalty: 4911.658691
	Iteration 64Q: 3 clusters Score -2378767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2378773.750000 Penalty: 4911.658691
	Iteration 65Q: 3 clusters Score -2378774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2378775.000000 Penalty: 4911.658691
	Iteration 66Q: 3 clusters Score -2378775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2378771.000000 Penalty: 4911.658691
	Iteration 67Q: 3 clusters Score -2378771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2378779.750000 Penalty: 4911.658691
	Iteration 68Q: 3 clusters Score -2378780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2378774.000000 Penalty: 4911.658691
	Iteration 69Q: 3 clusters Score -2378774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2378779.500000 Penalty: 4911.658691
	Iteration 70Q: 3 clusters Score -2378780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2378779.000000 Penalty: 4911.658691
	Iteration 71Q: 3 clusters Score -2378779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2378781.500000 Penalty: 4911.658691
	Iteration 72Q: 3 clusters Score -2378782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2378782.750000 Penalty: 4911.658691
	Iteration 73Q: 3 clusters Score -2378783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2378785.750000 Penalty: 4911.658691
	Iteration 74Q: 3 clusters Score -2378786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2378783.000000 Penalty: 4911.658691
	Iteration 75Q: 3 clusters Score -2378783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2378779.500000 Penalty: 4911.658691
	Iteration 76Q: 3 clusters Score -2378780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2378782.000000 Penalty: 4911.658691
	Iteration 77Q: 3 clusters Score -2378782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2378784.750000 Penalty: 4911.658691
	Iteration 78Q: 3 clusters Score -2378785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2378788.000000 Penalty: 4911.658691
	Iteration 79Q: 3 clusters Score -2378788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2378785.000000 Penalty: 4911.658691
	Iteration 80F: 3 clusters Score -2378785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2378786.750000 Penalty: 4911.658691
	Iteration 81Q: 3 clusters Score -2378787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2378789.250000 Penalty: 4911.658691
	Iteration 82Q: 3 clusters Score -2378789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2378787.250000 Penalty: 4911.658691
	Iteration 83Q: 3 clusters Score -2378787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2378785.250000 Penalty: 4911.658691
	Iteration 84Q: 3 clusters Score -2378785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2378788.500000 Penalty: 4911.658691
	Iteration 85Q: 3 clusters Score -2378788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2378788.250000 Penalty: 4911.658691
	Iteration 86Q: 3 clusters Score -2378788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2378788.500000 Penalty: 4911.658691
	Iteration 87Q: 3 clusters Score -2378788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2378789.500000 Penalty: 4911.658691
	Iteration 88Q: 3 clusters Score -2378790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2378790.250000 Penalty: 4911.658691
	Iteration 89Q: 3 clusters Score -2378790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2378788.250000 Penalty: 4911.658691
	Iteration 90Q: 3 clusters Score -2378788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2378790.250000 Penalty: 4911.658691
	Iteration 91Q: 3 clusters Score -2378790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2378790.750000 Penalty: 4911.658691
	Iteration 92Q: 3 clusters Score -2378791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2378790.750000 Penalty: 4911.658691
	Iteration 93F: 3 clusters Score -2378791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Entering Unmasked Estep 
Score: -7582433.000000 Penalty: 2743.485596
	Iteration 0F: 2 clusters Score -7582433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7539772.500000 Penalty: 5486.971191
	Iteration 0F: 3 clusters Score -7539772 nChanged 29643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -7556697.500000 Penalty: 5486.971191
	Iteration 1F: 3 clusters Score -7556698 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -7557459.500000 Penalty: 5486.971191
	Iteration 2Q: 3 clusters Score -7557460 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -7558321.000000 Penalty: 5486.971191
	Iteration 3Q: 3 clusters Score -7558321 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7559609.500000 Penalty: 5486.971191
	Iteration 4Q: 3 clusters Score -7559610 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -7561523.000000 Penalty: 5486.971191
	Iteration 5F: 3 clusters Score -7561523 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -7564096.500000 Penalty: 5486.971191
	Iteration 6F: 3 clusters Score -7564096 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -7567493.000000 Penalty: 5486.971191
	Iteration 7F: 3 clusters Score -7567493 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -7571383.000000 Penalty: 5486.971191
	Iteration 8F: 3 clusters Score -7571383 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -7574582.000000 Penalty: 5486.971191
	Iteration 9F: 3 clusters Score -7574582 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -7576243.500000 Penalty: 5486.971191
	Iteration 10Q: 3 clusters Score -7576244 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -7576932.000000 Penalty: 5486.971191
	Iteration 11Q: 3 clusters Score -7576932 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -7577273.500000 Penalty: 5486.971191
	Iteration 12Q: 3 clusters Score -7577274 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -7577551.500000 Penalty: 5486.971191
	Iteration 13Q: 3 clusters Score -7577552 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -7577786.500000 Penalty: 5486.971191
	Iteration 14Q: 3 clusters Score -7577786 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -7577969.000000 Penalty: 5486.971191
	Iteration 15Q: 3 clusters Score -7577969 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -7578166.000000 Penalty: 5486.971191
	Iteration 16Q: 3 clusters Score -7578166 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -7578317.000000 Penalty: 5486.971191
	Iteration 17Q: 3 clusters Score -7578317 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -7578472.500000 Penalty: 5486.971191
	Iteration 18Q: 3 clusters Score -7578472 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -7578618.500000 Penalty: 5486.971191
	Iteration 19Q: 3 clusters Score -7578618 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -7578796.000000 Penalty: 5486.971191
	Iteration 20F: 3 clusters Score -7578796 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -7578899.500000 Penalty: 5486.971191
	Iteration 21Q: 3 clusters Score -7578900 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7579023.500000 Penalty: 5486.971191
	Iteration 22Q: 3 clusters Score -7579024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7579132.000000 Penalty: 5486.971191
	Iteration 23Q: 3 clusters Score -7579132 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -7579215.500000 Penalty: 5486.971191
	Iteration 24Q: 3 clusters Score -7579216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -7579298.000000 Penalty: 5486.971191
	Iteration 25Q: 3 clusters Score -7579298 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -7579380.500000 Penalty: 5486.971191
	Iteration 26Q: 3 clusters Score -7579380 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -7579506.000000 Penalty: 5486.971191
	Iteration 27Q: 3 clusters Score -7579506 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -7579550.500000 Penalty: 5486.971191
	Iteration 28Q: 3 clusters Score -7579550 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -7579620.500000 Penalty: 5486.971191
	Iteration 29Q: 3 clusters Score -7579620 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7579708.000000 Penalty: 5486.971191
	Iteration 30Q: 3 clusters Score -7579708 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -7579788.500000 Penalty: 5486.971191
	Iteration 31Q: 3 clusters Score -7579788 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -7579884.000000 Penalty: 5486.971191
	Iteration 32Q: 3 clusters Score -7579884 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7579943.000000 Penalty: 5486.971191
	Iteration 33Q: 3 clusters Score -7579943 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7580018.500000 Penalty: 5486.971191
	Iteration 34Q: 3 clusters Score -7580018 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7580063.000000 Penalty: 5486.971191
	Iteration 35Q: 3 clusters Score -7580063 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7580122.500000 Penalty: 5486.971191
	Iteration 36Q: 3 clusters Score -7580122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7580154.000000 Penalty: 5486.971191
	Iteration 37Q: 3 clusters Score -7580154 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7580217.000000 Penalty: 5486.971191
	Iteration 38Q: 3 clusters Score -7580217 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7580291.000000 Penalty: 5486.971191
	Iteration 39Q: 3 clusters Score -7580291 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7580298.000000 Penalty: 5486.971191
	Iteration 40F: 3 clusters Score -7580298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7580347.000000 Penalty: 5486.971191
	Iteration 41Q: 3 clusters Score -7580347 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7580375.000000 Penalty: 5486.971191
	Iteration 42Q: 3 clusters Score -7580375 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7580416.000000 Penalty: 5486.971191
	Iteration 43Q: 3 clusters Score -7580416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7580433.500000 Penalty: 5486.971191
	Iteration 44Q: 3 clusters Score -7580434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -7580453.500000 Penalty: 5486.971191
	Iteration 45Q: 3 clusters Score -7580454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7580479.000000 Penalty: 5486.971191
	Iteration 46Q: 3 clusters Score -7580479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7580481.000000 Penalty: 5486.971191
	Iteration 47Q: 3 clusters Score -7580481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7580520.000000 Penalty: 5486.971191
	Iteration 48Q: 3 clusters Score -7580520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7580527.500000 Penalty: 5486.971191
	Iteration 49Q: 3 clusters Score -7580528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7580529.500000 Penalty: 5486.971191
	Iteration 50Q: 3 clusters Score -7580530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7580556.000000 Penalty: 5486.971191
	Iteration 51Q: 3 clusters Score -7580556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7580567.000000 Penalty: 5486.971191
	Iteration 52Q: 3 clusters Score -7580567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7580557.500000 Penalty: 5486.971191
	Iteration 53Q: 3 clusters Score -7580558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7580584.500000 Penalty: 5486.971191
	Iteration 54Q: 3 clusters Score -7580584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7580595.000000 Penalty: 5486.971191
	Iteration 55Q: 3 clusters Score -7580595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7580597.000000 Penalty: 5486.971191
	Iteration 56Q: 3 clusters Score -7580597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7580607.000000 Penalty: 5486.971191
	Iteration 57Q: 3 clusters Score -7580607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7580610.500000 Penalty: 5486.971191
	Iteration 58Q: 3 clusters Score -7580610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7580615.000000 Penalty: 5486.971191
	Iteration 59Q: 3 clusters Score -7580615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7580614.000000 Penalty: 5486.971191
	Iteration 60F: 3 clusters Score -7580614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7580616.000000 Penalty: 5486.971191
	Iteration 61Q: 3 clusters Score -7580616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7580622.000000 Penalty: 5486.971191
	Iteration 62Q: 3 clusters Score -7580622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7580619.500000 Penalty: 5486.971191
	Iteration 63Q: 3 clusters Score -7580620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7580625.000000 Penalty: 5486.971191
	Iteration 64Q: 3 clusters Score -7580625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7580632.000000 Penalty: 5486.971191
	Iteration 65Q: 3 clusters Score -7580632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7580646.000000 Penalty: 5486.971191
	Iteration 66Q: 3 clusters Score -7580646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7580653.500000 Penalty: 5486.971191
	Iteration 67Q: 3 clusters Score -7580654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7580657.500000 Penalty: 5486.971191
	Iteration 68Q: 3 clusters Score -7580658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7580659.500000 Penalty: 5486.971191
	Iteration 69Q: 3 clusters Score -7580660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7580652.500000 Penalty: 5486.971191
	Iteration 70Q: 3 clusters Score -7580652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7580641.000000 Penalty: 5486.971191
	Iteration 71Q: 3 clusters Score -7580641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7580641.000000 Penalty: 5486.971191
	Iteration 72Q: 3 clusters Score -7580641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7580647.000000 Penalty: 5486.971191
	Iteration 73Q: 3 clusters Score -7580647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7580643.500000 Penalty: 5486.971191
	Iteration 74Q: 3 clusters Score -7580644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7580646.500000 Penalty: 5486.971191
	Iteration 75Q: 3 clusters Score -7580646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7580645.500000 Penalty: 5486.971191
	Iteration 76Q: 3 clusters Score -7580646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7580652.000000 Penalty: 5486.971191
	Iteration 77Q: 3 clusters Score -7580652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7580645.500000 Penalty: 5486.971191
	Iteration 78Q: 3 clusters Score -7580646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7580643.500000 Penalty: 5486.971191
	Iteration 79Q: 3 clusters Score -7580644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7580638.500000 Penalty: 5486.971191
	Iteration 80F: 3 clusters Score -7580638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7580639.500000 Penalty: 5486.971191
	Iteration 81Q: 3 clusters Score -7580640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7580642.000000 Penalty: 5486.971191
	Iteration 82Q: 3 clusters Score -7580642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7580643.500000 Penalty: 5486.971191
	Iteration 83Q: 3 clusters Score -7580644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7580643.500000 Penalty: 5486.971191
	Iteration 84F: 3 clusters Score -7580644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (182092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Entering Unmasked Estep 
Score: -21631754.000000 Penalty: 3003.842285
	Iteration 0F: 2 clusters Score -2.163175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -21519154.000000 Penalty: 6007.684570
	Iteration 0F: 3 clusters Score -2.151915e+07 nChanged 87546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -21570222.000000 Penalty: 6007.684570
	Iteration 1F: 3 clusters Score -2.157022e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -21571326.000000 Penalty: 6007.684570
	Iteration 2Q: 3 clusters Score -2.157133e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -21573060.000000 Penalty: 6007.684570
	Iteration 3Q: 3 clusters Score -2.157306e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -21575774.000000 Penalty: 6007.684570
	Iteration 4Q: 3 clusters Score -2.157577e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -21581286.000000 Penalty: 6007.684570
	Iteration 5F: 3 clusters Score -2.158129e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -21590678.000000 Penalty: 6007.684570
	Iteration 6F: 3 clusters Score -2.159068e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 146849 members 
Entering Unmasked Estep 
Score: -21604684.000000 Penalty: 6007.684570
	Iteration 7F: 3 clusters Score -2.160468e+07 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -21618466.000000 Penalty: 6007.684570
	Iteration 8F: 3 clusters Score -2.161847e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -21625920.000000 Penalty: 6007.684570
	Iteration 9F: 3 clusters Score -2.162592e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -21628072.000000 Penalty: 6007.684570
	Iteration 10Q: 3 clusters Score -2.162807e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -21628728.000000 Penalty: 6007.684570
	Iteration 11Q: 3 clusters Score -2.162873e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 181428 members 
Entering Unmasked Estep 
Score: -21629006.000000 Penalty: 6007.684570
	Iteration 12Q: 3 clusters Score -2.162901e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 181583 members 
Entering Unmasked Estep 
Score: -21629162.000000 Penalty: 6007.684570
	Iteration 13Q: 3 clusters Score -2.162916e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 181642 members 
Entering Unmasked Estep 
Score: -21629214.000000 Penalty: 6007.684570
	Iteration 14Q: 3 clusters Score -2.162921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -21629256.000000 Penalty: 6007.684570
	Iteration 15Q: 3 clusters Score -2.162926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -21629276.000000 Penalty: 6007.684570
	Iteration 16Q: 3 clusters Score -2.162928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 181695 members 
Entering Unmasked Estep 
Score: -21629280.000000 Penalty: 6007.684570
	Iteration 17Q: 3 clusters Score -2.162928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 181704 members 
Entering Unmasked Estep 
Score: -21629268.000000 Penalty: 6007.684570
	Iteration 18Q: 3 clusters Score -2.162927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -21629272.000000 Penalty: 6007.684570
	Iteration 19Q: 3 clusters Score -2.162927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 181708 members 
Entering Unmasked Estep 
Score: -21629268.000000 Penalty: 6007.684570
	Iteration 20F: 3 clusters Score -2.162927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 181709 members 
Entering Unmasked Estep 
Score: -21629272.000000 Penalty: 6007.684570
	Iteration 21Q: 3 clusters Score -2.162927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 181709 members 
Entering Unmasked Estep 
Score: -21629278.000000 Penalty: 6007.684570
	Iteration 22Q: 3 clusters Score -2.162928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 181710 members 
Entering Unmasked Estep 
Score: -21629274.000000 Penalty: 6007.684570
	Iteration 23Q: 3 clusters Score -2.162927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 181711 members 
Entering Unmasked Estep 
Score: -21629278.000000 Penalty: 6007.684570
	Iteration 24Q: 3 clusters Score -2.162928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -21629290.000000 Penalty: 6007.684570
	Iteration 25Q: 3 clusters Score -2.162929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -21629290.000000 Penalty: 6007.684570
	Iteration 26F: 3 clusters Score -2.162929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Entering Unmasked Estep 
Score: -1116273.500000 Penalty: 2273.497559
	Iteration 0F: 2 clusters Score -1116274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1108883.000000 Penalty: 4546.995117
	Iteration 0F: 3 clusters Score -1108883 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1111035.250000 Penalty: 4546.995117
	Iteration 1F: 3 clusters Score -1111035 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1111376.375000 Penalty: 4546.995117
	Iteration 2F: 3 clusters Score -1111376 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1111649.875000 Penalty: 4546.995117
	Iteration 3F: 3 clusters Score -1111650 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1111906.750000 Penalty: 4546.995117
	Iteration 4Q: 3 clusters Score -1111907 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1112136.000000 Penalty: 4546.995117
	Iteration 5Q: 3 clusters Score -1112136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1112345.375000 Penalty: 4546.995117
	Iteration 6Q: 3 clusters Score -1112345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1112575.625000 Penalty: 4546.995117
	Iteration 7Q: 3 clusters Score -1112576 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1112797.250000 Penalty: 4546.995117
	Iteration 8Q: 3 clusters Score -1112797 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1113015.625000 Penalty: 4546.995117
	Iteration 9Q: 3 clusters Score -1113016 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1113234.500000 Penalty: 4546.995117
	Iteration 10Q: 3 clusters Score -1113234 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1113432.125000 Penalty: 4546.995117
	Iteration 11Q: 3 clusters Score -1113432 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1113593.625000 Penalty: 4546.995117
	Iteration 12Q: 3 clusters Score -1113594 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1113737.875000 Penalty: 4546.995117
	Iteration 13Q: 3 clusters Score -1113738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1113862.250000 Penalty: 4546.995117
	Iteration 14Q: 3 clusters Score -1113862 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1113957.750000 Penalty: 4546.995117
	Iteration 15Q: 3 clusters Score -1113958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1114032.000000 Penalty: 4546.995117
	Iteration 16Q: 3 clusters Score -1114032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1114098.125000 Penalty: 4546.995117
	Iteration 17Q: 3 clusters Score -1114098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1114153.000000 Penalty: 4546.995117
	Iteration 18Q: 3 clusters Score -1114153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1114210.500000 Penalty: 4546.995117
	Iteration 19Q: 3 clusters Score -1114210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1114252.000000 Penalty: 4546.995117
	Iteration 20F: 3 clusters Score -1114252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1114291.375000 Penalty: 4546.995117
	Iteration 21Q: 3 clusters Score -1114291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1114313.625000 Penalty: 4546.995117
	Iteration 22Q: 3 clusters Score -1114314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1114332.375000 Penalty: 4546.995117
	Iteration 23Q: 3 clusters Score -1114332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1114346.375000 Penalty: 4546.995117
	Iteration 24Q: 3 clusters Score -1114346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1114352.375000 Penalty: 4546.995117
	Iteration 25Q: 3 clusters Score -1114352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1114359.375000 Penalty: 4546.995117
	Iteration 26Q: 3 clusters Score -1114359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1114367.000000 Penalty: 4546.995117
	Iteration 27Q: 3 clusters Score -1114367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1114371.500000 Penalty: 4546.995117
	Iteration 28Q: 3 clusters Score -1114372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1114376.375000 Penalty: 4546.995117
	Iteration 29Q: 3 clusters Score -1114376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1114385.625000 Penalty: 4546.995117
	Iteration 30Q: 3 clusters Score -1114386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1114391.125000 Penalty: 4546.995117
	Iteration 31Q: 3 clusters Score -1114391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1114398.625000 Penalty: 4546.995117
	Iteration 32Q: 3 clusters Score -1114399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1114405.500000 Penalty: 4546.995117
	Iteration 33Q: 3 clusters Score -1114406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1114409.375000 Penalty: 4546.995117
	Iteration 34Q: 3 clusters Score -1114409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1114419.500000 Penalty: 4546.995117
	Iteration 35Q: 3 clusters Score -1114420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1114424.500000 Penalty: 4546.995117
	Iteration 36Q: 3 clusters Score -1114424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1114432.625000 Penalty: 4546.995117
	Iteration 37Q: 3 clusters Score -1114433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1114439.000000 Penalty: 4546.995117
	Iteration 38Q: 3 clusters Score -1114439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1114444.125000 Penalty: 4546.995117
	Iteration 39Q: 3 clusters Score -1114444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1114448.625000 Penalty: 4546.995117
	Iteration 40F: 3 clusters Score -1114449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1114448.625000 Penalty: 4546.995117
	Iteration 41Q: 3 clusters Score -1114449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1114450.875000 Penalty: 4546.995117
	Iteration 42Q: 3 clusters Score -1114451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1114451.625000 Penalty: 4546.995117
	Iteration 43Q: 3 clusters Score -1114452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1114452.500000 Penalty: 4546.995117
	Iteration 44Q: 3 clusters Score -1114452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1114456.625000 Penalty: 4546.995117
	Iteration 45Q: 3 clusters Score -1114457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1114458.875000 Penalty: 4546.995117
	Iteration 46Q: 3 clusters Score -1114459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1114459.625000 Penalty: 4546.995117
	Iteration 47Q: 3 clusters Score -1114460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1114459.875000 Penalty: 4546.995117
	Iteration 48Q: 3 clusters Score -1114460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1114460.625000 Penalty: 4546.995117
	Iteration 49Q: 3 clusters Score -1114461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1114460.625000 Penalty: 4546.995117
	Iteration 50F: 3 clusters Score -1114461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -279076.812500 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -279076.8 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 1164 members 
Entering Unmasked Estep 
Score: -276118.656250 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -276118.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -276671.593750 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -276671.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -276802.625000 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -276802.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -276887.343750 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -276887.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -276945.687500 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -276945.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -276979.750000 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -276979.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -277004.625000 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -277004.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -277024.250000 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -277024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -277037.437500 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -277037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -277044.906250 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -277044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277053.281250 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -277053.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -277065.343750 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -277065.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -277079.437500 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -277079.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -277086.875000 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -277086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -277093.812500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -277093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -277099.281250 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -277099.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -277112.000000 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -277112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -277124.375000 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -277124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -277135.218750 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -277135.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -277148.625000 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -277148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -277155.906250 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -277155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277159.187500 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -277159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -277162.531250 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -277162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -277168.562500 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -277168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277173.218750 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -277173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -277174.781250 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -277174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -277178.343750 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -277178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -277180.906250 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -277180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -277182.187500 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -277182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -277183.000000 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -277183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277183.343750 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -277183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277183.343750 Penalty: 3866.027832
	Iteration 31F: 3 clusters Score -277183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Entering Unmasked Estep 
Score: -8423980.000000 Penalty: 2769.484375
	Iteration 0F: 2 clusters Score -8423980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -8376511.500000 Penalty: 5538.968750
	Iteration 0F: 3 clusters Score -8376512 nChanged 33059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -8395001.000000 Penalty: 5538.968750
	Iteration 1F: 3 clusters Score -8395001 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8395797.000000 Penalty: 5538.968750
	Iteration 2Q: 3 clusters Score -8395797 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -8396920.000000 Penalty: 5538.968750
	Iteration 3Q: 3 clusters Score -8396920 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8398686.000000 Penalty: 5538.968750
	Iteration 4F: 3 clusters Score -8398686 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -8401715.000000 Penalty: 5538.968750
	Iteration 5F: 3 clusters Score -8401715 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -8406729.000000 Penalty: 5538.968750
	Iteration 6F: 3 clusters Score -8406729 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -8412871.000000 Penalty: 5538.968750
	Iteration 7F: 3 clusters Score -8412871 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -8417571.000000 Penalty: 5538.968750
	Iteration 8F: 3 clusters Score -8417571 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -8419960.000000 Penalty: 5538.968750
	Iteration 9Q: 3 clusters Score -8419960 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -8421044.000000 Penalty: 5538.968750
	Iteration 10Q: 3 clusters Score -8421044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -8421537.000000 Penalty: 5538.968750
	Iteration 11Q: 3 clusters Score -8421537 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -8421724.000000 Penalty: 5538.968750
	Iteration 12Q: 3 clusters Score -8421724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8421823.000000 Penalty: 5538.968750
	Iteration 13Q: 3 clusters Score -8421823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -8421858.000000 Penalty: 5538.968750
	Iteration 14Q: 3 clusters Score -8421858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -8421885.000000 Penalty: 5538.968750
	Iteration 15Q: 3 clusters Score -8421885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -8421897.000000 Penalty: 5538.968750
	Iteration 16Q: 3 clusters Score -8421897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -8421903.000000 Penalty: 5538.968750
	Iteration 17Q: 3 clusters Score -8421903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -8421916.000000 Penalty: 5538.968750
	Iteration 18Q: 3 clusters Score -8421916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -8421925.000000 Penalty: 5538.968750
	Iteration 19Q: 3 clusters Score -8421925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -8421942.000000 Penalty: 5538.968750
	Iteration 20F: 3 clusters Score -8421942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -8421939.000000 Penalty: 5538.968750
	Iteration 21Q: 3 clusters Score -8421939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -8421943.000000 Penalty: 5538.968750
	Iteration 22Q: 3 clusters Score -8421943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -8421931.000000 Penalty: 5538.968750
	Iteration 23Q: 3 clusters Score -8421931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -8421945.000000 Penalty: 5538.968750
	Iteration 24Q: 3 clusters Score -8421945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -8421944.000000 Penalty: 5538.968750
	Iteration 25Q: 3 clusters Score -8421944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -8421951.000000 Penalty: 5538.968750
	Iteration 26Q: 3 clusters Score -8421951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -8421944.000000 Penalty: 5538.968750
	Iteration 27Q: 3 clusters Score -8421944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8421947.000000 Penalty: 5538.968750
	Iteration 28Q: 3 clusters Score -8421947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -8421946.000000 Penalty: 5538.968750
	Iteration 29Q: 3 clusters Score -8421946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -8421941.000000 Penalty: 5538.968750
	Iteration 30Q: 3 clusters Score -8421941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -8421943.000000 Penalty: 5538.968750
	Iteration 31Q: 3 clusters Score -8421943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -8421944.000000 Penalty: 5538.968750
	Iteration 32Q: 3 clusters Score -8421944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -8421947.000000 Penalty: 5538.968750
	Iteration 33Q: 3 clusters Score -8421947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -8421947.000000 Penalty: 5538.968750
	Iteration 34F: 3 clusters Score -8421947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (210287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210287 members 
Entering Unmasked Estep 
Score: -24682580.000000 Penalty: 3039.544678
	Iteration 0F: 2 clusters Score -2.468258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -24546282.000000 Penalty: 6079.089355
	Iteration 0F: 3 clusters Score -2.454628e+07 nChanged 100838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -24604228.000000 Penalty: 6079.089355
	Iteration 1F: 3 clusters Score -2.460423e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -24605102.000000 Penalty: 6079.089355
	Iteration 2Q: 3 clusters Score -2.46051e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -24606138.000000 Penalty: 6079.089355
	Iteration 3Q: 3 clusters Score -2.460614e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -24607090.000000 Penalty: 6079.089355
	Iteration 4Q: 3 clusters Score -2.460709e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -24608552.000000 Penalty: 6079.089355
	Iteration 5Q: 3 clusters Score -2.460855e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -24610964.000000 Penalty: 6079.089355
	Iteration 6Q: 3 clusters Score -2.461096e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 115448 members 
Entering Unmasked Estep 
Score: -24614306.000000 Penalty: 6079.089355
	Iteration 7Q: 3 clusters Score -2.461431e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 119856 members 
Entering Unmasked Estep 
Score: -24619336.000000 Penalty: 6079.089355
	Iteration 8Q: 3 clusters Score -2.461934e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -24626586.000000 Penalty: 6079.089355
	Iteration 9F: 3 clusters Score -2.462659e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 131035 members 
Entering Unmasked Estep 
Score: -24635736.000000 Penalty: 6079.089355
	Iteration 10F: 3 clusters Score -2.463574e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 136164 members 
Entering Unmasked Estep 
Score: -24645128.000000 Penalty: 6079.089355
	Iteration 11F: 3 clusters Score -2.464513e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 140131 members 
Entering Unmasked Estep 
Score: -24651670.000000 Penalty: 6079.089355
	Iteration 12F: 3 clusters Score -2.465167e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -24655316.000000 Penalty: 6079.089355
	Iteration 13Q: 3 clusters Score -2.465532e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -24657204.000000 Penalty: 6079.089355
	Iteration 14Q: 3 clusters Score -2.46572e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 150343 members 
Entering Unmasked Estep 
Score: -24658720.000000 Penalty: 6079.089355
	Iteration 15Q: 3 clusters Score -2.465872e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 153938 members 
Entering Unmasked Estep 
Score: -24660064.000000 Penalty: 6079.089355
	Iteration 16Q: 3 clusters Score -2.466006e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -24661528.000000 Penalty: 6079.089355
	Iteration 17Q: 3 clusters Score -2.466153e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -24663408.000000 Penalty: 6079.089355
	Iteration 18Q: 3 clusters Score -2.466341e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 165819 members 
Entering Unmasked Estep 
Score: -24665170.000000 Penalty: 6079.089355
	Iteration 19Q: 3 clusters Score -2.466517e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 169849 members 
Entering Unmasked Estep 
Score: -24666984.000000 Penalty: 6079.089355
	Iteration 20F: 3 clusters Score -2.466698e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 173758 members 
Entering Unmasked Estep 
Score: -24668924.000000 Penalty: 6079.089355
	Iteration 21Q: 3 clusters Score -2.466892e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -24670976.000000 Penalty: 6079.089355
	Iteration 22Q: 3 clusters Score -2.467098e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 180610 members 
Entering Unmasked Estep 
Score: -24672724.000000 Penalty: 6079.089355
	Iteration 23Q: 3 clusters Score -2.467272e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -24673962.000000 Penalty: 6079.089355
	Iteration 24Q: 3 clusters Score -2.467396e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 185840 members 
Entering Unmasked Estep 
Score: -24674982.000000 Penalty: 6079.089355
	Iteration 25Q: 3 clusters Score -2.467498e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 187937 members 
Entering Unmasked Estep 
Score: -24675818.000000 Penalty: 6079.089355
	Iteration 26Q: 3 clusters Score -2.467582e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 189709 members 
Entering Unmasked Estep 
Score: -24676466.000000 Penalty: 6079.089355
	Iteration 27Q: 3 clusters Score -2.467647e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -24676890.000000 Penalty: 6079.089355
	Iteration 28Q: 3 clusters Score -2.467689e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 192729 members 
Entering Unmasked Estep 
Score: -24677168.000000 Penalty: 6079.089355
	Iteration 29Q: 3 clusters Score -2.467717e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 193972 members 
Entering Unmasked Estep 
Score: -24677464.000000 Penalty: 6079.089355
	Iteration 30Q: 3 clusters Score -2.467746e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 195068 members 
Entering Unmasked Estep 
Score: -24677814.000000 Penalty: 6079.089355
	Iteration 31Q: 3 clusters Score -2.467781e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 196030 members 
Entering Unmasked Estep 
Score: -24678022.000000 Penalty: 6079.089355
	Iteration 32Q: 3 clusters Score -2.467802e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 196927 members 
Entering Unmasked Estep 
Score: -24678140.000000 Penalty: 6079.089355
	Iteration 33Q: 3 clusters Score -2.467814e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 197708 members 
Entering Unmasked Estep 
Score: -24678228.000000 Penalty: 6079.089355
	Iteration 34Q: 3 clusters Score -2.467823e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 198432 members 
Entering Unmasked Estep 
Score: -24678432.000000 Penalty: 6079.089355
	Iteration 35Q: 3 clusters Score -2.467843e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 199128 members 
Entering Unmasked Estep 
Score: -24678478.000000 Penalty: 6079.089355
	Iteration 36Q: 3 clusters Score -2.467848e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 199785 members 
Entering Unmasked Estep 
Score: -24678586.000000 Penalty: 6079.089355
	Iteration 37Q: 3 clusters Score -2.467859e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 200381 members 
Entering Unmasked Estep 
Score: -24678642.000000 Penalty: 6079.089355
	Iteration 38Q: 3 clusters Score -2.467864e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 200911 members 
Entering Unmasked Estep 
Score: -24678700.000000 Penalty: 6079.089355
	Iteration 39Q: 3 clusters Score -2.46787e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 201407 members 
Entering Unmasked Estep 
Score: -24678840.000000 Penalty: 6079.089355
	Iteration 40F: 3 clusters Score -2.467884e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 201861 members 
Entering Unmasked Estep 
Score: -24678884.000000 Penalty: 6079.089355
	Iteration 41Q: 3 clusters Score -2.467888e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 202275 members 
Entering Unmasked Estep 
Score: -24678910.000000 Penalty: 6079.089355
	Iteration 42Q: 3 clusters Score -2.467891e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 202677 members 
Entering Unmasked Estep 
Score: -24679024.000000 Penalty: 6079.089355
	Iteration 43Q: 3 clusters Score -2.467902e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 203049 members 
Entering Unmasked Estep 
Score: -24679128.000000 Penalty: 6079.089355
	Iteration 44Q: 3 clusters Score -2.467913e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 203403 members 
Entering Unmasked Estep 
Score: -24679122.000000 Penalty: 6079.089355
	Iteration 45Q: 3 clusters Score -2.467912e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 203734 members 
Entering Unmasked Estep 
Score: -24679178.000000 Penalty: 6079.089355
	Iteration 46Q: 3 clusters Score -2.467918e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 204080 members 
Entering Unmasked Estep 
Score: -24679170.000000 Penalty: 6079.089355
	Iteration 47Q: 3 clusters Score -2.467917e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 204423 members 
Entering Unmasked Estep 
Score: -24679160.000000 Penalty: 6079.089355
	Iteration 48Q: 3 clusters Score -2.467916e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 204765 members 
Entering Unmasked Estep 
Score: -24679162.000000 Penalty: 6079.089355
	Iteration 49Q: 3 clusters Score -2.467916e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 205077 members 
Entering Unmasked Estep 
Score: -24679188.000000 Penalty: 6079.089355
	Iteration 50Q: 3 clusters Score -2.467919e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 205384 members 
Entering Unmasked Estep 
Score: -24679234.000000 Penalty: 6079.089355
	Iteration 51Q: 3 clusters Score -2.467923e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 205668 members 
Entering Unmasked Estep 
Score: -24679342.000000 Penalty: 6079.089355
	Iteration 52Q: 3 clusters Score -2.467934e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 205925 members 
Entering Unmasked Estep 
Score: -24679384.000000 Penalty: 6079.089355
	Iteration 53Q: 3 clusters Score -2.467938e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 206177 members 
Entering Unmasked Estep 
Score: -24679474.000000 Penalty: 6079.089355
	Iteration 54Q: 3 clusters Score -2.467947e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 206412 members 
Entering Unmasked Estep 
Score: -24679556.000000 Penalty: 6079.089355
	Iteration 55Q: 3 clusters Score -2.467956e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 206639 members 
Entering Unmasked Estep 
Score: -24679586.000000 Penalty: 6079.089355
	Iteration 56Q: 3 clusters Score -2.467959e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 206866 members 
Entering Unmasked Estep 
Score: -24679570.000000 Penalty: 6079.089355
	Iteration 57Q: 3 clusters Score -2.467957e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 207081 members 
Entering Unmasked Estep 
Score: -24679652.000000 Penalty: 6079.089355
	Iteration 58Q: 3 clusters Score -2.467965e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 207278 members 
Entering Unmasked Estep 
Score: -24679682.000000 Penalty: 6079.089355
	Iteration 59Q: 3 clusters Score -2.467968e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 207457 members 
Entering Unmasked Estep 
Score: -24679762.000000 Penalty: 6079.089355
	Iteration 60F: 3 clusters Score -2.467976e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 207613 members 
Entering Unmasked Estep 
Score: -24679738.000000 Penalty: 6079.089355
	Iteration 61Q: 3 clusters Score -2.467974e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 207769 members 
Entering Unmasked Estep 
Score: -24679758.000000 Penalty: 6079.089355
	Iteration 62Q: 3 clusters Score -2.467976e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 207903 members 
Entering Unmasked Estep 
Score: -24679780.000000 Penalty: 6079.089355
	Iteration 63Q: 3 clusters Score -2.467978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 208032 members 
Entering Unmasked Estep 
Score: -24679850.000000 Penalty: 6079.089355
	Iteration 64Q: 3 clusters Score -2.467985e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 208163 members 
Entering Unmasked Estep 
Score: -24679834.000000 Penalty: 6079.089355
	Iteration 65Q: 3 clusters Score -2.467983e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 208271 members 
Entering Unmasked Estep 
Score: -24679836.000000 Penalty: 6079.089355
	Iteration 66Q: 3 clusters Score -2.467984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 208365 members 
Entering Unmasked Estep 
Score: -24679850.000000 Penalty: 6079.089355
	Iteration 67Q: 3 clusters Score -2.467985e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 208453 members 
Entering Unmasked Estep 
Score: -24679852.000000 Penalty: 6079.089355
	Iteration 68Q: 3 clusters Score -2.467985e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 208545 members 
Entering Unmasked Estep 
Score: -24679884.000000 Penalty: 6079.089355
	Iteration 69Q: 3 clusters Score -2.467988e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 208646 members 
Entering Unmasked Estep 
Score: -24679888.000000 Penalty: 6079.089355
	Iteration 70Q: 3 clusters Score -2.467989e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 208743 members 
Entering Unmasked Estep 
Score: -24679916.000000 Penalty: 6079.089355
	Iteration 71Q: 3 clusters Score -2.467992e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 208808 members 
Entering Unmasked Estep 
Score: -24679898.000000 Penalty: 6079.089355
	Iteration 72Q: 3 clusters Score -2.46799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -24679930.000000 Penalty: 6079.089355
	Iteration 73Q: 3 clusters Score -2.467993e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 208929 members 
Entering Unmasked Estep 
Score: -24679932.000000 Penalty: 6079.089355
	Iteration 74Q: 3 clusters Score -2.467993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 208975 members 
Entering Unmasked Estep 
Score: -24679948.000000 Penalty: 6079.089355
	Iteration 75Q: 3 clusters Score -2.467995e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -24679968.000000 Penalty: 6079.089355
	Iteration 76Q: 3 clusters Score -2.467997e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 209049 members 
Entering Unmasked Estep 
Score: -24679982.000000 Penalty: 6079.089355
	Iteration 77Q: 3 clusters Score -2.467998e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 209089 members 
Entering Unmasked Estep 
Score: -24679998.000000 Penalty: 6079.089355
	Iteration 78Q: 3 clusters Score -2.468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 209125 members 
Entering Unmasked Estep 
Score: -24680002.000000 Penalty: 6079.089355
	Iteration 79Q: 3 clusters Score -2.468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 209160 members 
Entering Unmasked Estep 
Score: -24680020.000000 Penalty: 6079.089355
	Iteration 80F: 3 clusters Score -2.468002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -24680008.000000 Penalty: 6079.089355
	Iteration 81Q: 3 clusters Score -2.468001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -24680036.000000 Penalty: 6079.089355
	Iteration 82Q: 3 clusters Score -2.468004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 209216 members 
Entering Unmasked Estep 
Score: -24680068.000000 Penalty: 6079.089355
	Iteration 83Q: 3 clusters Score -2.468007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -24680060.000000 Penalty: 6079.089355
	Iteration 84Q: 3 clusters Score -2.468006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -24680038.000000 Penalty: 6079.089355
	Iteration 85Q: 3 clusters Score -2.468004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 209246 members 
Entering Unmasked Estep 
Score: -24680050.000000 Penalty: 6079.089355
	Iteration 86Q: 3 clusters Score -2.468005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -24680052.000000 Penalty: 6079.089355
	Iteration 87Q: 3 clusters Score -2.468005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 209259 members 
Entering Unmasked Estep 
Score: -24680032.000000 Penalty: 6079.089355
	Iteration 88Q: 3 clusters Score -2.468003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 209266 members 
Entering Unmasked Estep 
Score: -24680050.000000 Penalty: 6079.089355
	Iteration 89Q: 3 clusters Score -2.468005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 209270 members 
Entering Unmasked Estep 
Score: -24680038.000000 Penalty: 6079.089355
	Iteration 90Q: 3 clusters Score -2.468004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 209271 members 
Entering Unmasked Estep 
Score: -24680044.000000 Penalty: 6079.089355
	Iteration 91Q: 3 clusters Score -2.468004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 209271 members 
Entering Unmasked Estep 
Score: -24680038.000000 Penalty: 6079.089355
	Iteration 92Q: 3 clusters Score -2.468004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 209276 members 
Entering Unmasked Estep 
Score: -24680044.000000 Penalty: 6079.089355
	Iteration 93Q: 3 clusters Score -2.468004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 209282 members 
Entering Unmasked Estep 
Score: -24680050.000000 Penalty: 6079.089355
	Iteration 94Q: 3 clusters Score -2.468005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 209287 members 
Entering Unmasked Estep 
Score: -24680050.000000 Penalty: 6079.089355
	Iteration 95Q: 3 clusters Score -2.468005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 209291 members 
Entering Unmasked Estep 
Score: -24680044.000000 Penalty: 6079.089355
	Iteration 96Q: 3 clusters Score -2.468004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 209295 members 
Entering Unmasked Estep 
Score: -24680074.000000 Penalty: 6079.089355
	Iteration 97Q: 3 clusters Score -2.468007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -24680076.000000 Penalty: 6079.089355
	Iteration 98Q: 3 clusters Score -2.468008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 209310 members 
Entering Unmasked Estep 
Score: -24680074.000000 Penalty: 6079.089355
	Iteration 99Q: 3 clusters Score -2.468007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 209319 members 
Entering Unmasked Estep 
Score: -24680074.000000 Penalty: 6079.089355
	Iteration 100F: 3 clusters Score -2.468007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 209325 members 
Entering Unmasked Estep 
Score: -24680076.000000 Penalty: 6079.089355
	Iteration 101Q: 3 clusters Score -2.468008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 209325 members 
Entering Unmasked Estep 
Score: -24680082.000000 Penalty: 6079.089355
	Iteration 102Q: 3 clusters Score -2.468008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 209326 members 
Entering Unmasked Estep 
Score: -24680070.000000 Penalty: 6079.089355
	Iteration 103Q: 3 clusters Score -2.468007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 209329 members 
Entering Unmasked Estep 
Score: -24680072.000000 Penalty: 6079.089355
	Iteration 104Q: 3 clusters Score -2.468007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 209331 members 
Entering Unmasked Estep 
Score: -24680082.000000 Penalty: 6079.089355
	Iteration 105Q: 3 clusters Score -2.468008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 209333 members 
Entering Unmasked Estep 
Score: -24680084.000000 Penalty: 6079.089355
	Iteration 106Q: 3 clusters Score -2.468008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 209337 members 
Entering Unmasked Estep 
Score: -24680090.000000 Penalty: 6079.089355
	Iteration 107Q: 3 clusters Score -2.468009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 209339 members 
Entering Unmasked Estep 
Score: -24680092.000000 Penalty: 6079.089355
	Iteration 108Q: 3 clusters Score -2.468009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 209338 members 
Entering Unmasked Estep 
Score: -24680086.000000 Penalty: 6079.089355
	Iteration 109Q: 3 clusters Score -2.468009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 209338 members 
Entering Unmasked Estep 
Score: -24680086.000000 Penalty: 6079.089355
	Iteration 110F: 3 clusters Score -2.468009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (159133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159133 members 
Entering Unmasked Estep 
Score: -18811316.000000 Penalty: 2970.418701
	Iteration 0F: 2 clusters Score -1.881132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -18705954.000000 Penalty: 5940.837402
	Iteration 0F: 3 clusters Score -1.870595e+07 nChanged 76162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -18750338.000000 Penalty: 5940.837402
	Iteration 1F: 3 clusters Score -1.875034e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -18751518.000000 Penalty: 5940.837402
	Iteration 2Q: 3 clusters Score -1.875152e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -18753050.000000 Penalty: 5940.837402
	Iteration 3Q: 3 clusters Score -1.875305e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -18755370.000000 Penalty: 5940.837402
	Iteration 4Q: 3 clusters Score -1.875537e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -18758392.000000 Penalty: 5940.837402
	Iteration 5Q: 3 clusters Score -1.875839e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -18762812.000000 Penalty: 5940.837402
	Iteration 6Q: 3 clusters Score -1.876281e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -18768698.000000 Penalty: 5940.837402
	Iteration 7F: 3 clusters Score -1.87687e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -18775894.000000 Penalty: 5940.837402
	Iteration 8F: 3 clusters Score -1.877589e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -18783240.000000 Penalty: 5940.837402
	Iteration 9F: 3 clusters Score -1.878324e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -18789028.000000 Penalty: 5940.837402
	Iteration 10F: 3 clusters Score -1.878903e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -18791550.000000 Penalty: 5940.837402
	Iteration 11Q: 3 clusters Score -1.879155e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -18792322.000000 Penalty: 5940.837402
	Iteration 12Q: 3 clusters Score -1.879232e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -18792730.000000 Penalty: 5940.837402
	Iteration 13Q: 3 clusters Score -1.879273e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -18792956.000000 Penalty: 5940.837402
	Iteration 14Q: 3 clusters Score -1.879296e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -18793156.000000 Penalty: 5940.837402
	Iteration 15Q: 3 clusters Score -1.879316e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -18793390.000000 Penalty: 5940.837402
	Iteration 16Q: 3 clusters Score -1.879339e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -18793438.000000 Penalty: 5940.837402
	Iteration 17Q: 3 clusters Score -1.879344e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -18793630.000000 Penalty: 5940.837402
	Iteration 18Q: 3 clusters Score -1.879363e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -18793714.000000 Penalty: 5940.837402
	Iteration 19Q: 3 clusters Score -1.879371e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -18793902.000000 Penalty: 5940.837402
	Iteration 20F: 3 clusters Score -1.87939e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -18793928.000000 Penalty: 5940.837402
	Iteration 21Q: 3 clusters Score -1.879393e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -18794000.000000 Penalty: 5940.837402
	Iteration 22Q: 3 clusters Score -1.8794e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -18794054.000000 Penalty: 5940.837402
	Iteration 23Q: 3 clusters Score -1.879405e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78834 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -18794076.000000 Penalty: 5940.837402
	Iteration 24Q: 3 clusters Score -1.879408e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -18794084.000000 Penalty: 5940.837402
	Iteration 25Q: 3 clusters Score -1.879408e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -18794130.000000 Penalty: 5940.837402
	Iteration 26Q: 3 clusters Score -1.879413e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -18794238.000000 Penalty: 5940.837402
	Iteration 27Q: 3 clusters Score -1.879424e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -18794388.000000 Penalty: 5940.837402
	Iteration 28Q: 3 clusters Score -1.879439e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -18794470.000000 Penalty: 5940.837402
	Iteration 29Q: 3 clusters Score -1.879447e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -18794496.000000 Penalty: 5940.837402
	Iteration 30Q: 3 clusters Score -1.87945e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -18794620.000000 Penalty: 5940.837402
	Iteration 31Q: 3 clusters Score -1.879462e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -18794724.000000 Penalty: 5940.837402
	Iteration 32Q: 3 clusters Score -1.879472e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -18794824.000000 Penalty: 5940.837402
	Iteration 33Q: 3 clusters Score -1.879482e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -18794878.000000 Penalty: 5940.837402
	Iteration 34Q: 3 clusters Score -1.879488e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -18795020.000000 Penalty: 5940.837402
	Iteration 35Q: 3 clusters Score -1.879502e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -18795146.000000 Penalty: 5940.837402
	Iteration 36Q: 3 clusters Score -1.879515e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -18795272.000000 Penalty: 5940.837402
	Iteration 37Q: 3 clusters Score -1.879527e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -18795386.000000 Penalty: 5940.837402
	Iteration 38Q: 3 clusters Score -1.879539e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -18795510.000000 Penalty: 5940.837402
	Iteration 39Q: 3 clusters Score -1.879551e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -18795740.000000 Penalty: 5940.837402
	Iteration 40F: 3 clusters Score -1.879574e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -18795918.000000 Penalty: 5940.837402
	Iteration 41Q: 3 clusters Score -1.879592e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -18796070.000000 Penalty: 5940.837402
	Iteration 42Q: 3 clusters Score -1.879607e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -18796286.000000 Penalty: 5940.837402
	Iteration 43Q: 3 clusters Score -1.879629e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -18796434.000000 Penalty: 5940.837402
	Iteration 44Q: 3 clusters Score -1.879643e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -18796752.000000 Penalty: 5940.837402
	Iteration 45Q: 3 clusters Score -1.879675e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -18797106.000000 Penalty: 5940.837402
	Iteration 46Q: 3 clusters Score -1.879711e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -18797324.000000 Penalty: 5940.837402
	Iteration 47Q: 3 clusters Score -1.879732e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -18797644.000000 Penalty: 5940.837402
	Iteration 48Q: 3 clusters Score -1.879764e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -18797994.000000 Penalty: 5940.837402
	Iteration 49Q: 3 clusters Score -1.879799e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -18798514.000000 Penalty: 5940.837402
	Iteration 50Q: 3 clusters Score -1.879851e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -18798908.000000 Penalty: 5940.837402
	Iteration 51Q: 3 clusters Score -1.879891e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -18799354.000000 Penalty: 5940.837402
	Iteration 52Q: 3 clusters Score -1.879935e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -18799710.000000 Penalty: 5940.837402
	Iteration 53Q: 3 clusters Score -1.879971e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -18799982.000000 Penalty: 5940.837402
	Iteration 54Q: 3 clusters Score -1.879998e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 119435 members 
Entering Unmasked Estep 
Score: -18800392.000000 Penalty: 5940.837402
	Iteration 55Q: 3 clusters Score -1.880039e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -18800778.000000 Penalty: 5940.837402
	Iteration 56Q: 3 clusters Score -1.880078e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -18800990.000000 Penalty: 5940.837402
	Iteration 57Q: 3 clusters Score -1.880099e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -18801508.000000 Penalty: 5940.837402
	Iteration 58Q: 3 clusters Score -1.880151e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -18802000.000000 Penalty: 5940.837402
	Iteration 59Q: 3 clusters Score -1.8802e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -18802482.000000 Penalty: 5940.837402
	Iteration 60F: 3 clusters Score -1.880248e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -18802992.000000 Penalty: 5940.837402
	Iteration 61Q: 3 clusters Score -1.880299e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 132307 members 
Entering Unmasked Estep 
Score: -18803400.000000 Penalty: 5940.837402
	Iteration 62Q: 3 clusters Score -1.88034e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -18803886.000000 Penalty: 5940.837402
	Iteration 63Q: 3 clusters Score -1.880389e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -18804452.000000 Penalty: 5940.837402
	Iteration 64Q: 3 clusters Score -1.880445e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -18804952.000000 Penalty: 5940.837402
	Iteration 65Q: 3 clusters Score -1.880495e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -18805408.000000 Penalty: 5940.837402
	Iteration 66Q: 3 clusters Score -1.880541e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -18805860.000000 Penalty: 5940.837402
	Iteration 67Q: 3 clusters Score -1.880586e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 142246 members 
Entering Unmasked Estep 
Score: -18806272.000000 Penalty: 5940.837402
	Iteration 68Q: 3 clusters Score -1.880627e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -18806598.000000 Penalty: 5940.837402
	Iteration 69Q: 3 clusters Score -1.88066e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -18806822.000000 Penalty: 5940.837402
	Iteration 70Q: 3 clusters Score -1.880682e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -18807066.000000 Penalty: 5940.837402
	Iteration 71Q: 3 clusters Score -1.880707e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -18807450.000000 Penalty: 5940.837402
	Iteration 72Q: 3 clusters Score -1.880745e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -18807792.000000 Penalty: 5940.837402
	Iteration 73Q: 3 clusters Score -1.880779e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -18808072.000000 Penalty: 5940.837402
	Iteration 74Q: 3 clusters Score -1.880807e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -18808348.000000 Penalty: 5940.837402
	Iteration 75Q: 3 clusters Score -1.880835e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -18808576.000000 Penalty: 5940.837402
	Iteration 76Q: 3 clusters Score -1.880858e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -18808772.000000 Penalty: 5940.837402
	Iteration 77Q: 3 clusters Score -1.880877e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -18808940.000000 Penalty: 5940.837402
	Iteration 78Q: 3 clusters Score -1.880894e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -18809086.000000 Penalty: 5940.837402
	Iteration 79Q: 3 clusters Score -1.880909e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -18809182.000000 Penalty: 5940.837402
	Iteration 80F: 3 clusters Score -1.880918e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -18809228.000000 Penalty: 5940.837402
	Iteration 81Q: 3 clusters Score -1.880923e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -18809282.000000 Penalty: 5940.837402
	Iteration 82Q: 3 clusters Score -1.880928e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 154716 members 
Entering Unmasked Estep 
Score: -18809390.000000 Penalty: 5940.837402
	Iteration 83Q: 3 clusters Score -1.880939e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -18809450.000000 Penalty: 5940.837402
	Iteration 84Q: 3 clusters Score -1.880945e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -18809462.000000 Penalty: 5940.837402
	Iteration 85Q: 3 clusters Score -1.880946e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -18809518.000000 Penalty: 5940.837402
	Iteration 86Q: 3 clusters Score -1.880952e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -18809506.000000 Penalty: 5940.837402
	Iteration 87Q: 3 clusters Score -1.880951e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -18809526.000000 Penalty: 5940.837402
	Iteration 88Q: 3 clusters Score -1.880953e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -18809556.000000 Penalty: 5940.837402
	Iteration 89Q: 3 clusters Score -1.880956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -18809576.000000 Penalty: 5940.837402
	Iteration 90Q: 3 clusters Score -1.880958e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 155960 members 
Entering Unmasked Estep 
Score: -18809580.000000 Penalty: 5940.837402
	Iteration 91Q: 3 clusters Score -1.880958e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -18809602.000000 Penalty: 5940.837402
	Iteration 92Q: 3 clusters Score -1.88096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -18809578.000000 Penalty: 5940.837402
	Iteration 93Q: 3 clusters Score -1.880958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -18809584.000000 Penalty: 5940.837402
	Iteration 94Q: 3 clusters Score -1.880958e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -18809586.000000 Penalty: 5940.837402
	Iteration 95Q: 3 clusters Score -1.880959e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -18809588.000000 Penalty: 5940.837402
	Iteration 96Q: 3 clusters Score -1.880959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -18809598.000000 Penalty: 5940.837402
	Iteration 97Q: 3 clusters Score -1.88096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -18809612.000000 Penalty: 5940.837402
	Iteration 98Q: 3 clusters Score -1.880961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -18809612.000000 Penalty: 5940.837402
	Iteration 99Q: 3 clusters Score -1.880961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -18809618.000000 Penalty: 5940.837402
	Iteration 100F: 3 clusters Score -1.880962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 156342 members 
Entering Unmasked Estep 
Score: -18809628.000000 Penalty: 5940.837402
	Iteration 101Q: 3 clusters Score -1.880963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -18809602.000000 Penalty: 5940.837402
	Iteration 102Q: 3 clusters Score -1.88096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -18809596.000000 Penalty: 5940.837402
	Iteration 103Q: 3 clusters Score -1.88096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -18809594.000000 Penalty: 5940.837402
	Iteration 104Q: 3 clusters Score -1.880959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -18809610.000000 Penalty: 5940.837402
	Iteration 105Q: 3 clusters Score -1.880961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -18809604.000000 Penalty: 5940.837402
	Iteration 106Q: 3 clusters Score -1.88096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -18809610.000000 Penalty: 5940.837402
	Iteration 107Q: 3 clusters Score -1.880961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 156415 members 
Entering Unmasked Estep 
Score: -18809622.000000 Penalty: 5940.837402
	Iteration 108Q: 3 clusters Score -1.880962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -18809626.000000 Penalty: 5940.837402
	Iteration 109Q: 3 clusters Score -1.880963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -18809622.000000 Penalty: 5940.837402
	Iteration 110Q: 3 clusters Score -1.880962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -18809634.000000 Penalty: 5940.837402
	Iteration 111Q: 3 clusters Score -1.880963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 156430 members 
Entering Unmasked Estep 
Score: -18809620.000000 Penalty: 5940.837402
	Iteration 112Q: 3 clusters Score -1.880962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -18809632.000000 Penalty: 5940.837402
	Iteration 113Q: 3 clusters Score -1.880963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 156437 members 
Entering Unmasked Estep 
Score: -18809614.000000 Penalty: 5940.837402
	Iteration 114Q: 3 clusters Score -1.880961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -18809620.000000 Penalty: 5940.837402
	Iteration 115Q: 3 clusters Score -1.880962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -18809618.000000 Penalty: 5940.837402
	Iteration 116Q: 3 clusters Score -1.880962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -18809620.000000 Penalty: 5940.837402
	Iteration 117Q: 3 clusters Score -1.880962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -18809620.000000 Penalty: 5940.837402
	Iteration 118F: 3 clusters Score -1.880962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -339381.375000 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -339381.4 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 1437 members 
Entering Unmasked Estep 
Score: -336206.968750 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -336207 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -336818.625000 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -336818.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -336940.562500 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -336940.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -337010.843750 Penalty: 3947.801025
	Iteration 3Q: 3 clusters Score -337010.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -337050.781250 Penalty: 3947.801025
	Iteration 4Q: 3 clusters Score -337050.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337079.406250 Penalty: 3947.801025
	Iteration 5Q: 3 clusters Score -337079.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -337099.218750 Penalty: 3947.801025
	Iteration 6Q: 3 clusters Score -337099.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337121.000000 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -337121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337142.625000 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -337142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -337157.000000 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -337157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -337170.531250 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -337170.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -337181.843750 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -337181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -337189.718750 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -337189.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -337199.937500 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -337199.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -337208.437500 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -337208.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -337217.906250 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -337217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -337225.312500 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -337225.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -337232.156250 Penalty: 3947.801025
	Iteration 17Q: 3 clusters Score -337232.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -337243.187500 Penalty: 3947.801025
	Iteration 18Q: 3 clusters Score -337243.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -337256.093750 Penalty: 3947.801025
	Iteration 19Q: 3 clusters Score -337256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -337268.906250 Penalty: 3947.801025
	Iteration 20F: 3 clusters Score -337268.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -337287.125000 Penalty: 3947.801025
	Iteration 21Q: 3 clusters Score -337287.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -337300.843750 Penalty: 3947.801025
	Iteration 22Q: 3 clusters Score -337300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -337315.875000 Penalty: 3947.801025
	Iteration 23Q: 3 clusters Score -337315.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -337336.750000 Penalty: 3947.801025
	Iteration 24Q: 3 clusters Score -337336.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -337366.031250 Penalty: 3947.801025
	Iteration 25Q: 3 clusters Score -337366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337389.000000 Penalty: 3947.801025
	Iteration 26Q: 3 clusters Score -337389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -337409.718750 Penalty: 3947.801025
	Iteration 27Q: 3 clusters Score -337409.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -337428.562500 Penalty: 3947.801025
	Iteration 28Q: 3 clusters Score -337428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -337447.437500 Penalty: 3947.801025
	Iteration 29Q: 3 clusters Score -337447.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -337464.843750 Penalty: 3947.801025
	Iteration 30Q: 3 clusters Score -337464.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -337481.000000 Penalty: 3947.801025
	Iteration 31Q: 3 clusters Score -337481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -337490.906250 Penalty: 3947.801025
	Iteration 32Q: 3 clusters Score -337490.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -337500.156250 Penalty: 3947.801025
	Iteration 33Q: 3 clusters Score -337500.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337510.937500 Penalty: 3947.801025
	Iteration 34Q: 3 clusters Score -337510.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -337518.843750 Penalty: 3947.801025
	Iteration 35Q: 3 clusters Score -337518.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -337526.343750 Penalty: 3947.801025
	Iteration 36Q: 3 clusters Score -337526.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337531.468750 Penalty: 3947.801025
	Iteration 37Q: 3 clusters Score -337531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -337533.156250 Penalty: 3947.801025
	Iteration 38Q: 3 clusters Score -337533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -337535.312500 Penalty: 3947.801025
	Iteration 39Q: 3 clusters Score -337535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -337539.250000 Penalty: 3947.801025
	Iteration 40F: 3 clusters Score -337539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -337542.500000 Penalty: 3947.801025
	Iteration 41Q: 3 clusters Score -337542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -337549.187500 Penalty: 3947.801025
	Iteration 42Q: 3 clusters Score -337549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -337553.875000 Penalty: 3947.801025
	Iteration 43Q: 3 clusters Score -337553.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -337558.187500 Penalty: 3947.801025
	Iteration 44Q: 3 clusters Score -337558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -337562.218750 Penalty: 3947.801025
	Iteration 45Q: 3 clusters Score -337562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -337565.656250 Penalty: 3947.801025
	Iteration 46Q: 3 clusters Score -337565.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337569.437500 Penalty: 3947.801025
	Iteration 47Q: 3 clusters Score -337569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -337576.187500 Penalty: 3947.801025
	Iteration 48Q: 3 clusters Score -337576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -337585.812500 Penalty: 3947.801025
	Iteration 49Q: 3 clusters Score -337585.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -337594.468750 Penalty: 3947.801025
	Iteration 50Q: 3 clusters Score -337594.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -337608.781250 Penalty: 3947.801025
	Iteration 51Q: 3 clusters Score -337608.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -337628.312500 Penalty: 3947.801025
	Iteration 52Q: 3 clusters Score -337628.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -337648.812500 Penalty: 3947.801025
	Iteration 53Q: 3 clusters Score -337648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -337663.781250 Penalty: 3947.801025
	Iteration 54Q: 3 clusters Score -337663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -337676.156250 Penalty: 3947.801025
	Iteration 55Q: 3 clusters Score -337676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337684.843750 Penalty: 3947.801025
	Iteration 56Q: 3 clusters Score -337684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -337692.562500 Penalty: 3947.801025
	Iteration 57Q: 3 clusters Score -337692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -337698.812500 Penalty: 3947.801025
	Iteration 58Q: 3 clusters Score -337698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -337702.843750 Penalty: 3947.801025
	Iteration 59Q: 3 clusters Score -337702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -337707.718750 Penalty: 3947.801025
	Iteration 60F: 3 clusters Score -337707.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -337716.250000 Penalty: 3947.801025
	Iteration 61Q: 3 clusters Score -337716.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -337726.500000 Penalty: 3947.801025
	Iteration 62Q: 3 clusters Score -337726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -337738.687500 Penalty: 3947.801025
	Iteration 63Q: 3 clusters Score -337738.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -337751.968750 Penalty: 3947.801025
	Iteration 64Q: 3 clusters Score -337752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -337767.531250 Penalty: 3947.801025
	Iteration 65Q: 3 clusters Score -337767.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -337789.625000 Penalty: 3947.801025
	Iteration 66Q: 3 clusters Score -337789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -337808.375000 Penalty: 3947.801025
	Iteration 67Q: 3 clusters Score -337808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -337830.500000 Penalty: 3947.801025
	Iteration 68Q: 3 clusters Score -337830.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -337844.156250 Penalty: 3947.801025
	Iteration 69Q: 3 clusters Score -337844.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -337850.000000 Penalty: 3947.801025
	Iteration 70Q: 3 clusters Score -337850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -337852.843750 Penalty: 3947.801025
	Iteration 71Q: 3 clusters Score -337852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -337858.000000 Penalty: 3947.801025
	Iteration 72Q: 3 clusters Score -337858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -337862.031250 Penalty: 3947.801025
	Iteration 73Q: 3 clusters Score -337862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -337863.875000 Penalty: 3947.801025
	Iteration 74Q: 3 clusters Score -337863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -337866.000000 Penalty: 3947.801025
	Iteration 75Q: 3 clusters Score -337866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -337867.312500 Penalty: 3947.801025
	Iteration 76Q: 3 clusters Score -337867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -337870.000000 Penalty: 3947.801025
	Iteration 77Q: 3 clusters Score -337870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -337870.593750 Penalty: 3947.801025
	Iteration 78Q: 3 clusters Score -337870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -337870.593750 Penalty: 3947.801025
	Iteration 79F: 3 clusters Score -337870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167215 members 
Entering Unmasked Estep 
Score: -19772032.000000 Penalty: 2982.704834
	Iteration 0F: 2 clusters Score -1.977203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -19662784.000000 Penalty: 5965.409668
	Iteration 0F: 3 clusters Score -1.966278e+07 nChanged 80019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -19709004.000000 Penalty: 5965.409668
	Iteration 1F: 3 clusters Score -1.9709e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -19709760.000000 Penalty: 5965.409668
	Iteration 2Q: 3 clusters Score -1.970976e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -19710466.000000 Penalty: 5965.409668
	Iteration 3Q: 3 clusters Score -1.971047e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -19711004.000000 Penalty: 5965.409668
	Iteration 4Q: 3 clusters Score -1.9711e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -19711838.000000 Penalty: 5965.409668
	Iteration 5Q: 3 clusters Score -1.971184e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -19713118.000000 Penalty: 5965.409668
	Iteration 6Q: 3 clusters Score -1.971312e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -19715582.000000 Penalty: 5965.409668
	Iteration 7Q: 3 clusters Score -1.971558e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -19719914.000000 Penalty: 5965.409668
	Iteration 8F: 3 clusters Score -1.971991e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -19727526.000000 Penalty: 5965.409668
	Iteration 9F: 3 clusters Score -1.972753e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -19739100.000000 Penalty: 5965.409668
	Iteration 10F: 3 clusters Score -1.97391e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -19751822.000000 Penalty: 5965.409668
	Iteration 11F: 3 clusters Score -1.975182e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -19760948.000000 Penalty: 5965.409668
	Iteration 12F: 3 clusters Score -1.976095e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158238 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -19765648.000000 Penalty: 5965.409668
	Iteration 13Q: 3 clusters Score -1.976565e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -19767932.000000 Penalty: 5965.409668
	Iteration 14Q: 3 clusters Score -1.976793e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162705 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19768952.000000 Penalty: 5965.409668
	Iteration 15Q: 3 clusters Score -1.976895e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -19769506.000000 Penalty: 5965.409668
	Iteration 16Q: 3 clusters Score -1.976951e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19769792.000000 Penalty: 5965.409668
	Iteration 17Q: 3 clusters Score -1.976979e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164385 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -19769904.000000 Penalty: 5965.409668
	Iteration 18Q: 3 clusters Score -1.97699e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164633 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -19769922.000000 Penalty: 5965.409668
	Iteration 19Q: 3 clusters Score -1.976992e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164841 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19769974.000000 Penalty: 5965.409668
	Iteration 20F: 3 clusters Score -1.976997e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165013 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19770046.000000 Penalty: 5965.409668
	Iteration 21Q: 3 clusters Score -1.977005e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19770032.000000 Penalty: 5965.409668
	Iteration 22Q: 3 clusters Score -1.977003e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165204 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -19769988.000000 Penalty: 5965.409668
	Iteration 23Q: 3 clusters Score -1.976999e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165279 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19770004.000000 Penalty: 5965.409668
	Iteration 24Q: 3 clusters Score -1.977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19770002.000000 Penalty: 5965.409668
	Iteration 25Q: 3 clusters Score -1.977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19770018.000000 Penalty: 5965.409668
	Iteration 26Q: 3 clusters Score -1.977002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19770028.000000 Penalty: 5965.409668
	Iteration 27Q: 3 clusters Score -1.977003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -19770028.000000 Penalty: 5965.409668
	Iteration 28Q: 3 clusters Score -1.977003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -19770052.000000 Penalty: 5965.409668
	Iteration 29Q: 3 clusters Score -1.977005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165464 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19770034.000000 Penalty: 5965.409668
	Iteration 30Q: 3 clusters Score -1.977003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -19770036.000000 Penalty: 5965.409668
	Iteration 31Q: 3 clusters Score -1.977004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165503 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19770052.000000 Penalty: 5965.409668
	Iteration 32Q: 3 clusters Score -1.977005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19770048.000000 Penalty: 5965.409668
	Iteration 33Q: 3 clusters Score -1.977005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19770030.000000 Penalty: 5965.409668
	Iteration 34Q: 3 clusters Score -1.977003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19770038.000000 Penalty: 5965.409668
	Iteration 35Q: 3 clusters Score -1.977004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19770052.000000 Penalty: 5965.409668
	Iteration 36Q: 3 clusters Score -1.977005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165599 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19770036.000000 Penalty: 5965.409668
	Iteration 37Q: 3 clusters Score -1.977004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165605 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19770024.000000 Penalty: 5965.409668
	Iteration 38Q: 3 clusters Score -1.977002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -19770010.000000 Penalty: 5965.409668
	Iteration 39Q: 3 clusters Score -1.977001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165613 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19770018.000000 Penalty: 5965.409668
	Iteration 40F: 3 clusters Score -1.977002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165616 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19770024.000000 Penalty: 5965.409668
	Iteration 41Q: 3 clusters Score -1.977002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165619 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -19770026.000000 Penalty: 5965.409668
	Iteration 42Q: 3 clusters Score -1.977003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165620 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19770034.000000 Penalty: 5965.409668
	Iteration 43Q: 3 clusters Score -1.977003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165622 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19770024.000000 Penalty: 5965.409668
	Iteration 44Q: 3 clusters Score -1.977002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19770024.000000 Penalty: 5965.409668
	Iteration 45Q: 3 clusters Score -1.977002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19770022.000000 Penalty: 5965.409668
	Iteration 46Q: 3 clusters Score -1.977002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19770034.000000 Penalty: 5965.409668
	Iteration 47Q: 3 clusters Score -1.977003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165628 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -19770036.000000 Penalty: 5965.409668
	Iteration 48Q: 3 clusters Score -1.977004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19770036.000000 Penalty: 5965.409668
	Iteration 49Q: 3 clusters Score -1.977004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19770036.000000 Penalty: 5965.409668
	Iteration 50F: 3 clusters Score -1.977004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2321343.500000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -2321344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2307350.500000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -2307350 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2311916.500000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -2311916 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2312375.500000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -2312376 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2312803.500000 Penalty: 4910.191895
	Iteration 3F: 3 clusters Score -2312804 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2313252.750000 Penalty: 4910.191895
	Iteration 4Q: 3 clusters Score -2313253 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2313772.500000 Penalty: 4910.191895
	Iteration 5F: 3 clusters Score -2313772 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2314345.500000 Penalty: 4910.191895
	Iteration 6F: 3 clusters Score -2314346 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2315023.250000 Penalty: 4910.191895
	Iteration 7F: 3 clusters Score -2315023 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2315817.750000 Penalty: 4910.191895
	Iteration 8F: 3 clusters Score -2315818 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2316600.750000 Penalty: 4910.191895
	Iteration 9F: 3 clusters Score -2316601 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2317288.000000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -2317288 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2317841.500000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -2317842 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2318205.250000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -2318205 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2318455.500000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -2318456 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2318631.500000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -2318632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2318754.000000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -2318754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2318870.750000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -2318871 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2318956.250000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -2318956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2319073.000000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -2319073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2319218.250000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -2319218 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2319375.750000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -2319376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2319511.750000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -2319512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2319611.500000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -2319612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2319686.250000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -2319686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2319741.750000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -2319742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2319778.500000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -2319778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2319813.000000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -2319813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2319840.250000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -2319840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2319864.500000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -2319864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2319895.750000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -2319896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2319924.750000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -2319925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2319947.750000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -2319948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2319964.250000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -2319964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2319972.750000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -2319973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2319970.000000 Penalty: 4910.191895
	Iteration 34Q: 3 clusters Score -2319970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2319977.250000 Penalty: 4910.191895
	Iteration 35Q: 3 clusters Score -2319977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2319974.250000 Penalty: 4910.191895
	Iteration 36Q: 3 clusters Score -2319974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2319978.750000 Penalty: 4910.191895
	Iteration 37Q: 3 clusters Score -2319979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2319978.750000 Penalty: 4910.191895
	Iteration 38Q: 3 clusters Score -2319979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2319978.750000 Penalty: 4910.191895
	Iteration 39F: 3 clusters Score -2319979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Entering Unmasked Estep 
Score: -6990344.500000 Penalty: 2724.663574
	Iteration 0F: 2 clusters Score -6990344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -6950555.500000 Penalty: 5449.327148
	Iteration 0F: 3 clusters Score -6950556 nChanged 27631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6965923.000000 Penalty: 5449.327148
	Iteration 1F: 3 clusters Score -6965923 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6966496.500000 Penalty: 5449.327148
	Iteration 2Q: 3 clusters Score -6966496 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6967173.000000 Penalty: 5449.327148
	Iteration 3Q: 3 clusters Score -6967173 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6968170.000000 Penalty: 5449.327148
	Iteration 4Q: 3 clusters Score -6968170 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -6969672.500000 Penalty: 5449.327148
	Iteration 5F: 3 clusters Score -6969672 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6972104.000000 Penalty: 5449.327148
	Iteration 6F: 3 clusters Score -6972104 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -6975804.500000 Penalty: 5449.327148
	Iteration 7F: 3 clusters Score -6975804 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -6979826.000000 Penalty: 5449.327148
	Iteration 8F: 3 clusters Score -6979826 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -6983206.500000 Penalty: 5449.327148
	Iteration 9F: 3 clusters Score -6983206 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6985407.000000 Penalty: 5449.327148
	Iteration 10Q: 3 clusters Score -6985407 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6986564.500000 Penalty: 5449.327148
	Iteration 11Q: 3 clusters Score -6986564 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6987141.000000 Penalty: 5449.327148
	Iteration 12Q: 3 clusters Score -6987141 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6987471.000000 Penalty: 5449.327148
	Iteration 13Q: 3 clusters Score -6987471 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6987660.500000 Penalty: 5449.327148
	Iteration 14Q: 3 clusters Score -6987660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6987836.500000 Penalty: 5449.327148
	Iteration 15Q: 3 clusters Score -6987836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6987938.000000 Penalty: 5449.327148
	Iteration 16Q: 3 clusters Score -6987938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6988016.500000 Penalty: 5449.327148
	Iteration 17Q: 3 clusters Score -6988016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6988064.500000 Penalty: 5449.327148
	Iteration 18Q: 3 clusters Score -6988064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6988107.000000 Penalty: 5449.327148
	Iteration 19Q: 3 clusters Score -6988107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6988132.000000 Penalty: 5449.327148
	Iteration 20F: 3 clusters Score -6988132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6988143.500000 Penalty: 5449.327148
	Iteration 21Q: 3 clusters Score -6988144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6988152.500000 Penalty: 5449.327148
	Iteration 22Q: 3 clusters Score -6988152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6988165.000000 Penalty: 5449.327148
	Iteration 23Q: 3 clusters Score -6988165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6988174.500000 Penalty: 5449.327148
	Iteration 24Q: 3 clusters Score -6988174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6988172.500000 Penalty: 5449.327148
	Iteration 25Q: 3 clusters Score -6988172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6988191.000000 Penalty: 5449.327148
	Iteration 26Q: 3 clusters Score -6988191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6988194.500000 Penalty: 5449.327148
	Iteration 27Q: 3 clusters Score -6988194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6988195.500000 Penalty: 5449.327148
	Iteration 28Q: 3 clusters Score -6988196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6988202.000000 Penalty: 5449.327148
	Iteration 29Q: 3 clusters Score -6988202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6988207.000000 Penalty: 5449.327148
	Iteration 30Q: 3 clusters Score -6988207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6988212.500000 Penalty: 5449.327148
	Iteration 31Q: 3 clusters Score -6988212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6988212.000000 Penalty: 5449.327148
	Iteration 32Q: 3 clusters Score -6988212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6988214.000000 Penalty: 5449.327148
	Iteration 33Q: 3 clusters Score -6988214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6988213.500000 Penalty: 5449.327148
	Iteration 34Q: 3 clusters Score -6988214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6988221.000000 Penalty: 5449.327148
	Iteration 35Q: 3 clusters Score -6988221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6988225.500000 Penalty: 5449.327148
	Iteration 36Q: 3 clusters Score -6988226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6988223.500000 Penalty: 5449.327148
	Iteration 37Q: 3 clusters Score -6988224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6988223.500000 Penalty: 5449.327148
	Iteration 38F: 3 clusters Score -6988224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -726147.937500 Penalty: 2163.280762
	Iteration 0F: 2 clusters Score -726147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -720923.937500 Penalty: 4326.561523
	Iteration 0F: 3 clusters Score -720923.9 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -722310.375000 Penalty: 4326.561523
	Iteration 1F: 3 clusters Score -722310.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -722587.812500 Penalty: 4326.561523
	Iteration 2F: 3 clusters Score -722587.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -722767.375000 Penalty: 4326.561523
	Iteration 3F: 3 clusters Score -722767.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -722893.625000 Penalty: 4326.561523
	Iteration 4Q: 3 clusters Score -722893.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -722985.125000 Penalty: 4326.561523
	Iteration 5Q: 3 clusters Score -722985.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -723053.812500 Penalty: 4326.561523
	Iteration 6Q: 3 clusters Score -723053.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -723110.750000 Penalty: 4326.561523
	Iteration 7Q: 3 clusters Score -723110.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -723168.687500 Penalty: 4326.561523
	Iteration 8Q: 3 clusters Score -723168.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -723229.375000 Penalty: 4326.561523
	Iteration 9Q: 3 clusters Score -723229.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -723291.062500 Penalty: 4326.561523
	Iteration 10Q: 3 clusters Score -723291.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -723360.750000 Penalty: 4326.561523
	Iteration 11Q: 3 clusters Score -723360.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -723440.375000 Penalty: 4326.561523
	Iteration 12Q: 3 clusters Score -723440.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -723512.875000 Penalty: 4326.561523
	Iteration 13Q: 3 clusters Score -723512.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -723586.312500 Penalty: 4326.561523
	Iteration 14Q: 3 clusters Score -723586.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -723668.000000 Penalty: 4326.561523
	Iteration 15Q: 3 clusters Score -723668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -723743.187500 Penalty: 4326.561523
	Iteration 16Q: 3 clusters Score -723743.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -723826.125000 Penalty: 4326.561523
	Iteration 17Q: 3 clusters Score -723826.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -723898.812500 Penalty: 4326.561523
	Iteration 18Q: 3 clusters Score -723898.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -723957.875000 Penalty: 4326.561523
	Iteration 19Q: 3 clusters Score -723957.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -724010.250000 Penalty: 4326.561523
	Iteration 20F: 3 clusters Score -724010.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -724050.812500 Penalty: 4326.561523
	Iteration 21Q: 3 clusters Score -724050.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -724082.812500 Penalty: 4326.561523
	Iteration 22Q: 3 clusters Score -724082.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -724104.187500 Penalty: 4326.561523
	Iteration 23Q: 3 clusters Score -724104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -724114.875000 Penalty: 4326.561523
	Iteration 24Q: 3 clusters Score -724114.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -724125.937500 Penalty: 4326.561523
	Iteration 25Q: 3 clusters Score -724125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -724137.125000 Penalty: 4326.561523
	Iteration 26Q: 3 clusters Score -724137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -724147.250000 Penalty: 4326.561523
	Iteration 27Q: 3 clusters Score -724147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -724161.937500 Penalty: 4326.561523
	Iteration 28Q: 3 clusters Score -724161.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -724174.312500 Penalty: 4326.561523
	Iteration 29Q: 3 clusters Score -724174.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -724188.375000 Penalty: 4326.561523
	Iteration 30Q: 3 clusters Score -724188.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -724198.687500 Penalty: 4326.561523
	Iteration 31Q: 3 clusters Score -724198.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -724208.437500 Penalty: 4326.561523
	Iteration 32Q: 3 clusters Score -724208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -724214.062500 Penalty: 4326.561523
	Iteration 33Q: 3 clusters Score -724214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -724216.937500 Penalty: 4326.561523
	Iteration 34Q: 3 clusters Score -724216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -724219.625000 Penalty: 4326.561523
	Iteration 35Q: 3 clusters Score -724219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -724223.062500 Penalty: 4326.561523
	Iteration 36Q: 3 clusters Score -724223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -724227.812500 Penalty: 4326.561523
	Iteration 37Q: 3 clusters Score -724227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -724228.625000 Penalty: 4326.561523
	Iteration 38Q: 3 clusters Score -724228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -724236.750000 Penalty: 4326.561523
	Iteration 39Q: 3 clusters Score -724236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -724241.437500 Penalty: 4326.561523
	Iteration 40F: 3 clusters Score -724241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -724245.625000 Penalty: 4326.561523
	Iteration 41Q: 3 clusters Score -724245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -724246.437500 Penalty: 4326.561523
	Iteration 42Q: 3 clusters Score -724246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -724250.437500 Penalty: 4326.561523
	Iteration 43Q: 3 clusters Score -724250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -724252.062500 Penalty: 4326.561523
	Iteration 44Q: 3 clusters Score -724252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -724256.125000 Penalty: 4326.561523
	Iteration 45Q: 3 clusters Score -724256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -724257.187500 Penalty: 4326.561523
	Iteration 46Q: 3 clusters Score -724257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -724257.187500 Penalty: 4326.561523
	Iteration 47Q: 3 clusters Score -724257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -724257.062500 Penalty: 4326.561523
	Iteration 48Q: 3 clusters Score -724257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -724257.062500 Penalty: 4326.561523
	Iteration 49F: 3 clusters Score -724257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Entering Unmasked Estep 
Score: -4012212.750000 Penalty: 2596.952148
	Iteration 0F: 2 clusters Score -4012213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3988092.250000 Penalty: 5193.904297
	Iteration 0F: 3 clusters Score -3988092 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3996899.250000 Penalty: 5193.904297
	Iteration 1F: 3 clusters Score -3996899 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3997426.000000 Penalty: 5193.904297
	Iteration 2Q: 3 clusters Score -3997426 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3997913.250000 Penalty: 5193.904297
	Iteration 3Q: 3 clusters Score -3997913 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3998508.000000 Penalty: 5193.904297
	Iteration 4Q: 3 clusters Score -3998508 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3999324.000000 Penalty: 5193.904297
	Iteration 5Q: 3 clusters Score -3999324 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4000467.750000 Penalty: 5193.904297
	Iteration 6F: 3 clusters Score -4000468 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4002109.250000 Penalty: 5193.904297
	Iteration 7F: 3 clusters Score -4002109 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4004286.000000 Penalty: 5193.904297
	Iteration 8F: 3 clusters Score -4004286 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4006743.000000 Penalty: 5193.904297
	Iteration 9F: 3 clusters Score -4006743 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4008664.250000 Penalty: 5193.904297
	Iteration 10F: 3 clusters Score -4008664 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4010028.750000 Penalty: 5193.904297
	Iteration 11Q: 3 clusters Score -4010029 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4010770.500000 Penalty: 5193.904297
	Iteration 12Q: 3 clusters Score -4010770 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4011053.750000 Penalty: 5193.904297
	Iteration 13Q: 3 clusters Score -4011054 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4011176.500000 Penalty: 5193.904297
	Iteration 14Q: 3 clusters Score -4011176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4011249.750000 Penalty: 5193.904297
	Iteration 15Q: 3 clusters Score -4011250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4011283.500000 Penalty: 5193.904297
	Iteration 16Q: 3 clusters Score -4011284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4011307.500000 Penalty: 5193.904297
	Iteration 17Q: 3 clusters Score -4011308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4011309.500000 Penalty: 5193.904297
	Iteration 18Q: 3 clusters Score -4011310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4011318.250000 Penalty: 5193.904297
	Iteration 19Q: 3 clusters Score -4011318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4011321.750000 Penalty: 5193.904297
	Iteration 20F: 3 clusters Score -4011322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4011319.000000 Penalty: 5193.904297
	Iteration 21Q: 3 clusters Score -4011319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4011322.000000 Penalty: 5193.904297
	Iteration 22Q: 3 clusters Score -4011322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4011329.250000 Penalty: 5193.904297
	Iteration 23Q: 3 clusters Score -4011329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4011328.750000 Penalty: 5193.904297
	Iteration 24Q: 3 clusters Score -4011329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4011328.000000 Penalty: 5193.904297
	Iteration 25Q: 3 clusters Score -4011328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4011324.250000 Penalty: 5193.904297
	Iteration 26Q: 3 clusters Score -4011324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4011324.250000 Penalty: 5193.904297
	Iteration 27Q: 3 clusters Score -4011324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4011327.000000 Penalty: 5193.904297
	Iteration 28Q: 3 clusters Score -4011327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4011327.000000 Penalty: 5193.904297
	Iteration 29Q: 3 clusters Score -4011327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4011327.000000 Penalty: 5193.904297
	Iteration 30F: 3 clusters Score -4011327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -199612.640625 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -199612.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197091.265625 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -197091.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -197520.531250 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -197520.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197625.375000 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -197625.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197693.765625 Penalty: 3726.799805
	Iteration 3Q: 3 clusters Score -197693.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -197733.031250 Penalty: 3726.799805
	Iteration 4Q: 3 clusters Score -197733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197755.656250 Penalty: 3726.799805
	Iteration 5Q: 3 clusters Score -197755.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -197779.031250 Penalty: 3726.799805
	Iteration 6Q: 3 clusters Score -197779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197804.578125 Penalty: 3726.799805
	Iteration 7Q: 3 clusters Score -197804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -197852.515625 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -197852.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -197898.265625 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -197898.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -197928.687500 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -197928.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -197955.531250 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -197955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197977.859375 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -197977.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -198003.656250 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -198003.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198034.468750 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -198034.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -198056.000000 Penalty: 3726.799805
	Iteration 15Q: 3 clusters Score -198056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -198072.640625 Penalty: 3726.799805
	Iteration 16Q: 3 clusters Score -198072.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198087.812500 Penalty: 3726.799805
	Iteration 17Q: 3 clusters Score -198087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -198109.046875 Penalty: 3726.799805
	Iteration 18Q: 3 clusters Score -198109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -198125.609375 Penalty: 3726.799805
	Iteration 19Q: 3 clusters Score -198125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -198135.343750 Penalty: 3726.799805
	Iteration 20F: 3 clusters Score -198135.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198143.140625 Penalty: 3726.799805
	Iteration 21Q: 3 clusters Score -198143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198149.015625 Penalty: 3726.799805
	Iteration 22Q: 3 clusters Score -198149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -198157.671875 Penalty: 3726.799805
	Iteration 23Q: 3 clusters Score -198157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -198164.890625 Penalty: 3726.799805
	Iteration 24Q: 3 clusters Score -198164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -198172.062500 Penalty: 3726.799805
	Iteration 25Q: 3 clusters Score -198172.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198182.437500 Penalty: 3726.799805
	Iteration 26Q: 3 clusters Score -198182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -198187.250000 Penalty: 3726.799805
	Iteration 27Q: 3 clusters Score -198187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198190.421875 Penalty: 3726.799805
	Iteration 28Q: 3 clusters Score -198190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -198192.468750 Penalty: 3726.799805
	Iteration 29Q: 3 clusters Score -198192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -198194.296875 Penalty: 3726.799805
	Iteration 30Q: 3 clusters Score -198194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198195.171875 Penalty: 3726.799805
	Iteration 31Q: 3 clusters Score -198195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -198196.140625 Penalty: 3726.799805
	Iteration 32Q: 3 clusters Score -198196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198196.828125 Penalty: 3726.799805
	Iteration 33Q: 3 clusters Score -198196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198197.406250 Penalty: 3726.799805
	Iteration 34Q: 3 clusters Score -198197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198197.406250 Penalty: 3726.799805
	Iteration 35F: 3 clusters Score -198197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -97658.265625 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -97658.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95802.671875 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -95802.67 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96097.281250 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -96097.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96193.156250 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -96193.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96223.375000 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -96223.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96244.828125 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -96244.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96256.359375 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -96256.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96261.023438 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -96261.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96263.460938 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -96263.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96264.125000 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -96264.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96264.125000 Penalty: 3389.183594
	Iteration 9F: 3 clusters Score -96264.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -858498.250000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -858498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -852550.687500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -852550.7 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -854047.812500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -854047.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -854262.312500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -854262.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -854396.250000 Penalty: 4410.871582
	Iteration 3Q: 3 clusters Score -854396.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -854483.250000 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -854483.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -854549.000000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -854549 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -854601.062500 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -854601.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -854636.125000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -854636.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -854664.187500 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -854664.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -854697.000000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -854697 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -854721.062500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -854721.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -854737.250000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -854737.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -854756.062500 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -854756.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -854771.750000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -854771.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -854793.375000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -854793.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -854809.500000 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -854809.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -854819.437500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -854819.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -854828.625000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -854828.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -854834.062500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -854834.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -854837.312500 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -854837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -854842.125000 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -854842.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -854847.750000 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -854847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -854850.500000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -854850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -854854.687500 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -854854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -854856.750000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -854856.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -854859.875000 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -854859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854861.500000 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -854861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -854863.187500 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -854863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -854862.875000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -854862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -854864.687500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -854864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -854863.250000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -854863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -854864.875000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -854864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -854867.187500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -854867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -854866.125000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -854866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854869.437500 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -854869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -854869.062500 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -854869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854868.937500 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -854868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -854872.875000 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -854872.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -854876.625000 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -854876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -854877.312500 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -854877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -854878.875000 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -854878.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -854879.937500 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -854879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -854880.812500 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -854880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -854882.375000 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -854882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -854882.687500 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -854882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854884.312500 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -854884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854884.250000 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -854884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -854884.312500 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -854884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -854885.687500 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -854885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854885.250000 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -854885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854885.500000 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -854885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -854888.187500 Penalty: 4410.871582
	Iteration 51Q: 3 clusters Score -854888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854887.500000 Penalty: 4410.871582
	Iteration 52Q: 3 clusters Score -854887.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -854892.000000 Penalty: 4410.871582
	Iteration 53Q: 3 clusters Score -854892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -854894.125000 Penalty: 4410.871582
	Iteration 54Q: 3 clusters Score -854894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -854892.375000 Penalty: 4410.871582
	Iteration 55Q: 3 clusters Score -854892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -854894.000000 Penalty: 4410.871582
	Iteration 56Q: 3 clusters Score -854894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -854893.937500 Penalty: 4410.871582
	Iteration 57Q: 3 clusters Score -854893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -854894.937500 Penalty: 4410.871582
	Iteration 58Q: 3 clusters Score -854894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -854896.687500 Penalty: 4410.871582
	Iteration 59Q: 3 clusters Score -854896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -854896.750000 Penalty: 4410.871582
	Iteration 60F: 3 clusters Score -854896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -854896.250000 Penalty: 4410.871582
	Iteration 61Q: 3 clusters Score -854896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -854899.750000 Penalty: 4410.871582
	Iteration 62Q: 3 clusters Score -854899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -854899.062500 Penalty: 4410.871582
	Iteration 63Q: 3 clusters Score -854899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -854900.562500 Penalty: 4410.871582
	Iteration 64Q: 3 clusters Score -854900.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -854902.312500 Penalty: 4410.871582
	Iteration 65Q: 3 clusters Score -854902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -854902.750000 Penalty: 4410.871582
	Iteration 66Q: 3 clusters Score -854902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -854900.687500 Penalty: 4410.871582
	Iteration 67Q: 3 clusters Score -854900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -854905.125000 Penalty: 4410.871582
	Iteration 68Q: 3 clusters Score -854905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -854906.250000 Penalty: 4410.871582
	Iteration 69Q: 3 clusters Score -854906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -854907.437500 Penalty: 4410.871582
	Iteration 70Q: 3 clusters Score -854907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -854909.187500 Penalty: 4410.871582
	Iteration 71Q: 3 clusters Score -854909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -854909.250000 Penalty: 4410.871582
	Iteration 72Q: 3 clusters Score -854909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -854911.375000 Penalty: 4410.871582
	Iteration 73Q: 3 clusters Score -854911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -854913.500000 Penalty: 4410.871582
	Iteration 74Q: 3 clusters Score -854913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -854915.125000 Penalty: 4410.871582
	Iteration 75Q: 3 clusters Score -854915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854916.500000 Penalty: 4410.871582
	Iteration 76Q: 3 clusters Score -854916.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854917.375000 Penalty: 4410.871582
	Iteration 77Q: 3 clusters Score -854917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854917.750000 Penalty: 4410.871582
	Iteration 78Q: 3 clusters Score -854917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -854919.375000 Penalty: 4410.871582
	Iteration 79Q: 3 clusters Score -854919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -854920.562500 Penalty: 4410.871582
	Iteration 80F: 3 clusters Score -854920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -854919.750000 Penalty: 4410.871582
	Iteration 81Q: 3 clusters Score -854919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -854919.437500 Penalty: 4410.871582
	Iteration 82Q: 3 clusters Score -854919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -854920.937500 Penalty: 4410.871582
	Iteration 83Q: 3 clusters Score -854920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854921.437500 Penalty: 4410.871582
	Iteration 84Q: 3 clusters Score -854921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854920.125000 Penalty: 4410.871582
	Iteration 85Q: 3 clusters Score -854920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -854920.312500 Penalty: 4410.871582
	Iteration 86Q: 3 clusters Score -854920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -854921.000000 Penalty: 4410.871582
	Iteration 87Q: 3 clusters Score -854921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -854920.000000 Penalty: 4410.871582
	Iteration 88Q: 3 clusters Score -854920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -854921.187500 Penalty: 4410.871582
	Iteration 89Q: 3 clusters Score -854921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -854922.500000 Penalty: 4410.871582
	Iteration 90Q: 3 clusters Score -854922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -854923.500000 Penalty: 4410.871582
	Iteration 91Q: 3 clusters Score -854923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -854922.562500 Penalty: 4410.871582
	Iteration 92Q: 3 clusters Score -854922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -854922.187500 Penalty: 4410.871582
	Iteration 93Q: 3 clusters Score -854922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -854924.937500 Penalty: 4410.871582
	Iteration 94Q: 3 clusters Score -854924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -854926.625000 Penalty: 4410.871582
	Iteration 95Q: 3 clusters Score -854926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -854927.062500 Penalty: 4410.871582
	Iteration 96Q: 3 clusters Score -854927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -854927.625000 Penalty: 4410.871582
	Iteration 97Q: 3 clusters Score -854927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -854926.875000 Penalty: 4410.871582
	Iteration 98Q: 3 clusters Score -854926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -854931.437500 Penalty: 4410.871582
	Iteration 99Q: 3 clusters Score -854931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -854929.312500 Penalty: 4410.871582
	Iteration 100F: 3 clusters Score -854929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -854931.562500 Penalty: 4410.871582
	Iteration 101Q: 3 clusters Score -854931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -854931.562500 Penalty: 4410.871582
	Iteration 102F: 3 clusters Score -854931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62910.671875 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -62910.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61445.921875 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -61445.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61790.234375 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -61790.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62010.890625 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -62010.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62228.695312 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -62228.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62433.843750 Penalty: 3170.390869
	Iteration 4F: 3 clusters Score -62433.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -62552.929688 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -62552.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -62590.265625 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -62590.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -62599.929688 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -62599.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -62606.414062 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -62606.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -62606.414062 Penalty: 3170.390869
	Iteration 9F: 3 clusters Score -62606.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 63732 members 
Mstep: Class 3 contains 182092 members 
Mstep: Class 4 contains 9579 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70776 members 
Mstep: Class 7 contains 210287 members 
Mstep: Class 9 contains 159133 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167215 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59074 members 
Mstep: Class 14 contains 6142 members 
Mstep: Class 15 contains 35298 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 928 members 
Mstep: Class 20 contains 7280 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069192.000000 Penalty: 61757.199219
Iteration 119Q: 19 clusters Score -1.180692e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 63710 members 
Mstep: Class 3 contains 182070 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70733 members 
Mstep: Class 7 contains 210498 members 
Mstep: Class 9 contains 159107 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167211 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59068 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 35265 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069168.000000 Penalty: 61757.199219
Iteration 120F: 19 clusters Score -1.180692e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 63690 members 
Mstep: Class 3 contains 182057 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70707 members 
Mstep: Class 7 contains 210686 members 
Mstep: Class 9 contains 159087 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167192 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59066 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 35236 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069056.000000 Penalty: 61757.199219
Iteration 121Q: 19 clusters Score -1.180691e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 63673 members 
Mstep: Class 3 contains 182035 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70688 members 
Mstep: Class 7 contains 210889 members 
Mstep: Class 9 contains 159054 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167178 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59061 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 35216 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069248.000000 Penalty: 61757.199219
Iteration 122Q: 19 clusters Score -1.180692e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 63649 members 
Mstep: Class 3 contains 182020 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70675 members 
Mstep: Class 7 contains 211031 members 
Mstep: Class 9 contains 159040 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167182 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59058 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 35199 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7328 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069112.000000 Penalty: 61757.199219
Iteration 123Q: 19 clusters Score -1.180691e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 63614 members 
Mstep: Class 3 contains 181983 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70670 members 
Mstep: Class 7 contains 211197 members 
Mstep: Class 9 contains 159025 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167187 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59056 members 
Mstep: Class 14 contains 6139 members 
Mstep: Class 15 contains 35174 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7333 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069216.000000 Penalty: 61757.199219
Iteration 124Q: 19 clusters Score -1.180692e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 63593 members 
Mstep: Class 3 contains 181962 members 
Mstep: Class 4 contains 9572 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70673 members 
Mstep: Class 7 contains 211330 members 
Mstep: Class 9 contains 159017 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167188 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59052 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 35153 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7337 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069360.000000 Penalty: 61757.199219
Iteration 125Q: 19 clusters Score -1.180694e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 63576 members 
Mstep: Class 3 contains 181944 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70668 members 
Mstep: Class 7 contains 211459 members 
Mstep: Class 9 contains 159014 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167178 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59046 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 35151 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069480.000000 Penalty: 61757.199219
Iteration 126Q: 19 clusters Score -1.180695e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 63547 members 
Mstep: Class 3 contains 181937 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70663 members 
Mstep: Class 7 contains 211593 members 
Mstep: Class 9 contains 158993 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167177 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59046 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 35134 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069504.000000 Penalty: 61757.199219
Iteration 127Q: 19 clusters Score -1.180695e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 63532 members 
Mstep: Class 3 contains 181930 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70652 members 
Mstep: Class 7 contains 211695 members 
Mstep: Class 9 contains 158987 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167159 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59043 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069376.000000 Penalty: 61757.199219
Iteration 128Q: 19 clusters Score -1.180694e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 63517 members 
Mstep: Class 3 contains 181934 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70643 members 
Mstep: Class 7 contains 211760 members 
Mstep: Class 9 contains 158989 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167155 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59040 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 35117 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069368.000000 Penalty: 61757.199219
Iteration 129Q: 19 clusters Score -1.180694e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 63499 members 
Mstep: Class 3 contains 181924 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70635 members 
Mstep: Class 7 contains 211823 members 
Mstep: Class 9 contains 158985 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167175 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59036 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 35103 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069328.000000 Penalty: 61757.199219
Iteration 130Q: 19 clusters Score -1.180693e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 63484 members 
Mstep: Class 3 contains 181928 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70623 members 
Mstep: Class 7 contains 211877 members 
Mstep: Class 9 contains 158980 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167187 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59036 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 35095 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069392.000000 Penalty: 61757.199219
Iteration 131Q: 19 clusters Score -1.180694e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 63472 members 
Mstep: Class 3 contains 181932 members 
Mstep: Class 4 contains 9570 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70613 members 
Mstep: Class 7 contains 211935 members 
Mstep: Class 9 contains 158976 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167180 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59036 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 35099 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069456.000000 Penalty: 61757.199219
Iteration 132Q: 19 clusters Score -1.180695e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 63466 members 
Mstep: Class 3 contains 181935 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70605 members 
Mstep: Class 7 contains 211979 members 
Mstep: Class 9 contains 158974 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167179 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59036 members 
Mstep: Class 14 contains 6133 members 
Mstep: Class 15 contains 35109 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069376.000000 Penalty: 61757.199219
Iteration 133Q: 19 clusters Score -1.180694e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 63461 members 
Mstep: Class 3 contains 181929 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70607 members 
Mstep: Class 7 contains 212029 members 
Mstep: Class 9 contains 158955 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167180 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59034 members 
Mstep: Class 14 contains 6131 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069392.000000 Penalty: 61757.199219
Iteration 134Q: 19 clusters Score -1.180694e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 63459 members 
Mstep: Class 3 contains 181923 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70607 members 
Mstep: Class 7 contains 212094 members 
Mstep: Class 9 contains 158922 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167187 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59038 members 
Mstep: Class 14 contains 6130 members 
Mstep: Class 15 contains 35110 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 19 clusters Score -1.180696e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 63456 members 
Mstep: Class 3 contains 181920 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70595 members 
Mstep: Class 7 contains 212139 members 
Mstep: Class 9 contains 158914 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167200 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59036 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 35111 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 19 clusters Score -1.180697e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 63448 members 
Mstep: Class 3 contains 181923 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70582 members 
Mstep: Class 7 contains 212193 members 
Mstep: Class 9 contains 158905 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167204 members 
Mstep: Class 12 contains 19921 members 
Mstep: Class 13 contains 59037 members 
Mstep: Class 14 contains 6128 members 
Mstep: Class 15 contains 35109 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069664.000000 Penalty: 61757.199219
Iteration 137Q: 19 clusters Score -1.180697e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 63437 members 
Mstep: Class 3 contains 181922 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70578 members 
Mstep: Class 7 contains 212256 members 
Mstep: Class 9 contains 158869 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167214 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59035 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 35110 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -1.180697e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 63429 members 
Mstep: Class 3 contains 181918 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70574 members 
Mstep: Class 7 contains 212312 members 
Mstep: Class 9 contains 158854 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167221 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59030 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35112 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 139Q: 19 clusters Score -1.180695e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 63417 members 
Mstep: Class 3 contains 181909 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70568 members 
Mstep: Class 7 contains 212388 members 
Mstep: Class 9 contains 158832 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167221 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59030 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35107 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 140F: 19 clusters Score -1.180695e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 63412 members 
Mstep: Class 3 contains 181906 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70559 members 
Mstep: Class 7 contains 212436 members 
Mstep: Class 9 contains 158831 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167231 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59022 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35101 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069400.000000 Penalty: 61757.199219
Iteration 141Q: 19 clusters Score -1.180694e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 63405 members 
Mstep: Class 3 contains 181899 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70557 members 
Mstep: Class 7 contains 212494 members 
Mstep: Class 9 contains 158827 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167236 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59014 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35098 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 142Q: 19 clusters Score -1.180695e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 63396 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70556 members 
Mstep: Class 7 contains 212531 members 
Mstep: Class 9 contains 158813 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167252 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59013 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35098 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069464.000000 Penalty: 61757.199219
Iteration 143Q: 19 clusters Score -1.180695e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 63394 members 
Mstep: Class 3 contains 181882 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70553 members 
Mstep: Class 7 contains 212559 members 
Mstep: Class 9 contains 158805 members 
Mstep: Class 10 contains 2861 members 
Mstep: Class 11 contains 167265 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59012 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35104 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069392.000000 Penalty: 61757.199219
Iteration 144Q: 19 clusters Score -1.180694e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 63385 members 
Mstep: Class 3 contains 181878 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70554 members 
Mstep: Class 7 contains 212602 members 
Mstep: Class 9 contains 158788 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167272 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59008 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069296.000000 Penalty: 61757.199219
Iteration 145Q: 19 clusters Score -1.180693e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 63378 members 
Mstep: Class 3 contains 181873 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70547 members 
Mstep: Class 7 contains 212630 members 
Mstep: Class 9 contains 158777 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167290 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59003 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 35112 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069456.000000 Penalty: 61757.199219
Iteration 146Q: 19 clusters Score -1.180695e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 63371 members 
Mstep: Class 3 contains 181869 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70541 members 
Mstep: Class 7 contains 212644 members 
Mstep: Class 9 contains 158775 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167307 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59002 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 35099 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069480.000000 Penalty: 61757.199219
Iteration 147Q: 19 clusters Score -1.180695e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 63365 members 
Mstep: Class 3 contains 181867 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212655 members 
Mstep: Class 9 contains 158785 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167323 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 59000 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 35094 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069432.000000 Penalty: 61757.199219
Iteration 148Q: 19 clusters Score -1.180694e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 63361 members 
Mstep: Class 3 contains 181862 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70536 members 
Mstep: Class 7 contains 212666 members 
Mstep: Class 9 contains 158800 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167329 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58999 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069376.000000 Penalty: 61757.199219
Iteration 149Q: 19 clusters Score -1.180694e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 181867 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212669 members 
Mstep: Class 9 contains 158807 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167331 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58998 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 35084 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069384.000000 Penalty: 61757.199219
Iteration 150Q: 19 clusters Score -1.180694e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 181868 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212661 members 
Mstep: Class 9 contains 158813 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167340 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58996 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 35082 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069440.000000 Penalty: 61757.199219
Iteration 151Q: 19 clusters Score -1.180694e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 181872 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70532 members 
Mstep: Class 7 contains 212658 members 
Mstep: Class 9 contains 158819 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167345 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58996 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35087 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069432.000000 Penalty: 61757.199219
Iteration 152Q: 19 clusters Score -1.180694e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 181868 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212662 members 
Mstep: Class 9 contains 158825 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167348 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58995 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35093 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7290 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069392.000000 Penalty: 61757.199219
Iteration 153Q: 19 clusters Score -1.180694e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 181867 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70523 members 
Mstep: Class 7 contains 212664 members 
Mstep: Class 9 contains 158833 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167349 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58994 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35094 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7290 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069368.000000 Penalty: 61757.199219
Iteration 154Q: 19 clusters Score -1.180694e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 181872 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212658 members 
Mstep: Class 9 contains 158838 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167348 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58995 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069400.000000 Penalty: 61757.199219
Iteration 155Q: 19 clusters Score -1.180694e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 181875 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70533 members 
Mstep: Class 7 contains 212653 members 
Mstep: Class 9 contains 158842 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167347 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58996 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069440.000000 Penalty: 61757.199219
Iteration 156Q: 19 clusters Score -1.180694e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 63354 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70535 members 
Mstep: Class 7 contains 212647 members 
Mstep: Class 9 contains 158846 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167351 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58994 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35082 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069496.000000 Penalty: 61757.199219
Iteration 157Q: 19 clusters Score -1.180695e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 181883 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70538 members 
Mstep: Class 7 contains 212631 members 
Mstep: Class 9 contains 158845 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167360 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58992 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35073 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069440.000000 Penalty: 61757.199219
Iteration 158Q: 19 clusters Score -1.180694e+08 nChanged 76
Entering ConstructFrom: 
Score: -118069440.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -2254327.000000 Penalty: 2442.258545
	Iteration 0F: 2 clusters Score -2254327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2240921.750000 Penalty: 4884.517090
	Iteration 0F: 3 clusters Score -2240922 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2245220.250000 Penalty: 4884.517090
	Iteration 1F: 3 clusters Score -2245220 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2245574.750000 Penalty: 4884.517090
	Iteration 2F: 3 clusters Score -2245575 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2245885.500000 Penalty: 4884.517090
	Iteration 3Q: 3 clusters Score -2245886 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2246161.750000 Penalty: 4884.517090
	Iteration 4Q: 3 clusters Score -2246162 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2246458.500000 Penalty: 4884.517090
	Iteration 5Q: 3 clusters Score -2246458 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2246844.250000 Penalty: 4884.517090
	Iteration 6Q: 3 clusters Score -2246844 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2247404.250000 Penalty: 4884.517090
	Iteration 7F: 3 clusters Score -2247404 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2248191.750000 Penalty: 4884.517090
	Iteration 8F: 3 clusters Score -2248192 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2249168.750000 Penalty: 4884.517090
	Iteration 9F: 3 clusters Score -2249169 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2250276.000000 Penalty: 4884.517090
	Iteration 10F: 3 clusters Score -2250276 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2251268.250000 Penalty: 4884.517090
	Iteration 11F: 3 clusters Score -2251268 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2251875.750000 Penalty: 4884.517090
	Iteration 12Q: 3 clusters Score -2251876 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2252153.750000 Penalty: 4884.517090
	Iteration 13Q: 3 clusters Score -2252154 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2252280.750000 Penalty: 4884.517090
	Iteration 14Q: 3 clusters Score -2252281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2252366.000000 Penalty: 4884.517090
	Iteration 15Q: 3 clusters Score -2252366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2252403.750000 Penalty: 4884.517090
	Iteration 16Q: 3 clusters Score -2252404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2252426.000000 Penalty: 4884.517090
	Iteration 17Q: 3 clusters Score -2252426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2252436.500000 Penalty: 4884.517090
	Iteration 18Q: 3 clusters Score -2252436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2252450.000000 Penalty: 4884.517090
	Iteration 19Q: 3 clusters Score -2252450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2252462.750000 Penalty: 4884.517090
	Iteration 20F: 3 clusters Score -2252463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2252464.250000 Penalty: 4884.517090
	Iteration 21Q: 3 clusters Score -2252464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2252473.000000 Penalty: 4884.517090
	Iteration 22Q: 3 clusters Score -2252473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2252482.500000 Penalty: 4884.517090
	Iteration 23Q: 3 clusters Score -2252482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2252486.750000 Penalty: 4884.517090
	Iteration 24Q: 3 clusters Score -2252487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2252489.250000 Penalty: 4884.517090
	Iteration 25Q: 3 clusters Score -2252489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2252501.000000 Penalty: 4884.517090
	Iteration 26Q: 3 clusters Score -2252501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2252508.750000 Penalty: 4884.517090
	Iteration 27Q: 3 clusters Score -2252509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2252515.000000 Penalty: 4884.517090
	Iteration 28Q: 3 clusters Score -2252515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2252517.750000 Penalty: 4884.517090
	Iteration 29Q: 3 clusters Score -2252518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2252517.250000 Penalty: 4884.517090
	Iteration 30Q: 3 clusters Score -2252517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2252519.000000 Penalty: 4884.517090
	Iteration 31Q: 3 clusters Score -2252519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2252520.250000 Penalty: 4884.517090
	Iteration 32Q: 3 clusters Score -2252520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2252521.250000 Penalty: 4884.517090
	Iteration 33Q: 3 clusters Score -2252521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2252519.750000 Penalty: 4884.517090
	Iteration 34Q: 3 clusters Score -2252520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2252521.000000 Penalty: 4884.517090
	Iteration 35Q: 3 clusters Score -2252521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2252522.750000 Penalty: 4884.517090
	Iteration 36Q: 3 clusters Score -2252523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2252522.250000 Penalty: 4884.517090
	Iteration 37Q: 3 clusters Score -2252522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2252524.250000 Penalty: 4884.517090
	Iteration 38Q: 3 clusters Score -2252524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2252525.250000 Penalty: 4884.517090
	Iteration 39Q: 3 clusters Score -2252525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2252526.500000 Penalty: 4884.517090
	Iteration 40F: 3 clusters Score -2252526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2252531.750000 Penalty: 4884.517090
	Iteration 41Q: 3 clusters Score -2252532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2252530.500000 Penalty: 4884.517090
	Iteration 42Q: 3 clusters Score -2252530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2252533.750000 Penalty: 4884.517090
	Iteration 43Q: 3 clusters Score -2252534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2252532.500000 Penalty: 4884.517090
	Iteration 44Q: 3 clusters Score -2252532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2252533.000000 Penalty: 4884.517090
	Iteration 45Q: 3 clusters Score -2252533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2252529.500000 Penalty: 4884.517090
	Iteration 46Q: 3 clusters Score -2252530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2252529.500000 Penalty: 4884.517090
	Iteration 47F: 3 clusters Score -2252530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Entering Unmasked Estep 
Score: -7537832.500000 Penalty: 2742.021973
	Iteration 0F: 2 clusters Score -7537832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -7495250.500000 Penalty: 5484.043945
	Iteration 0F: 3 clusters Score -7495250 nChanged 29416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7511885.000000 Penalty: 5484.043945
	Iteration 1F: 3 clusters Score -7511885 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -7512740.500000 Penalty: 5484.043945
	Iteration 2Q: 3 clusters Score -7512740 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -7514043.000000 Penalty: 5484.043945
	Iteration 3Q: 3 clusters Score -7514043 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -7515856.500000 Penalty: 5484.043945
	Iteration 4Q: 3 clusters Score -7515856 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -7518148.000000 Penalty: 5484.043945
	Iteration 5F: 3 clusters Score -7518148 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -7520716.000000 Penalty: 5484.043945
	Iteration 6F: 3 clusters Score -7520716 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -7523294.500000 Penalty: 5484.043945
	Iteration 7F: 3 clusters Score -7523294 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7525662.500000 Penalty: 5484.043945
	Iteration 8F: 3 clusters Score -7525662 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -7527618.000000 Penalty: 5484.043945
	Iteration 9F: 3 clusters Score -7527618 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -7528704.500000 Penalty: 5484.043945
	Iteration 10Q: 3 clusters Score -7528704 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -7529242.500000 Penalty: 5484.043945
	Iteration 11Q: 3 clusters Score -7529242 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -7529459.500000 Penalty: 5484.043945
	Iteration 12Q: 3 clusters Score -7529460 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7529656.000000 Penalty: 5484.043945
	Iteration 13Q: 3 clusters Score -7529656 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7529794.000000 Penalty: 5484.043945
	Iteration 14Q: 3 clusters Score -7529794 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7529938.500000 Penalty: 5484.043945
	Iteration 15Q: 3 clusters Score -7529938 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -7530023.500000 Penalty: 5484.043945
	Iteration 16Q: 3 clusters Score -7530024 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -7530135.000000 Penalty: 5484.043945
	Iteration 17Q: 3 clusters Score -7530135 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -7530200.000000 Penalty: 5484.043945
	Iteration 18Q: 3 clusters Score -7530200 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -7530270.500000 Penalty: 5484.043945
	Iteration 19Q: 3 clusters Score -7530270 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7530317.000000 Penalty: 5484.043945
	Iteration 20F: 3 clusters Score -7530317 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7530364.500000 Penalty: 5484.043945
	Iteration 21Q: 3 clusters Score -7530364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -7530416.000000 Penalty: 5484.043945
	Iteration 22Q: 3 clusters Score -7530416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -7530449.000000 Penalty: 5484.043945
	Iteration 23Q: 3 clusters Score -7530449 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -7530470.500000 Penalty: 5484.043945
	Iteration 24Q: 3 clusters Score -7530470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7530502.000000 Penalty: 5484.043945
	Iteration 25Q: 3 clusters Score -7530502 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -7530521.500000 Penalty: 5484.043945
	Iteration 26Q: 3 clusters Score -7530522 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7530536.500000 Penalty: 5484.043945
	Iteration 27Q: 3 clusters Score -7530536 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -7530562.500000 Penalty: 5484.043945
	Iteration 28Q: 3 clusters Score -7530562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -7530598.000000 Penalty: 5484.043945
	Iteration 29Q: 3 clusters Score -7530598 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -7530627.500000 Penalty: 5484.043945
	Iteration 30Q: 3 clusters Score -7530628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7530635.000000 Penalty: 5484.043945
	Iteration 31Q: 3 clusters Score -7530635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -7530659.000000 Penalty: 5484.043945
	Iteration 32Q: 3 clusters Score -7530659 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -7530682.000000 Penalty: 5484.043945
	Iteration 33Q: 3 clusters Score -7530682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -7530671.000000 Penalty: 5484.043945
	Iteration 34Q: 3 clusters Score -7530671 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -7530708.000000 Penalty: 5484.043945
	Iteration 35Q: 3 clusters Score -7530708 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7530717.500000 Penalty: 5484.043945
	Iteration 36Q: 3 clusters Score -7530718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7530750.500000 Penalty: 5484.043945
	Iteration 37Q: 3 clusters Score -7530750 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7530772.500000 Penalty: 5484.043945
	Iteration 38Q: 3 clusters Score -7530772 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7530784.500000 Penalty: 5484.043945
	Iteration 39Q: 3 clusters Score -7530784 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7530806.500000 Penalty: 5484.043945
	Iteration 40F: 3 clusters Score -7530806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -7530820.000000 Penalty: 5484.043945
	Iteration 41Q: 3 clusters Score -7530820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -7530874.500000 Penalty: 5484.043945
	Iteration 42Q: 3 clusters Score -7530874 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -7530886.000000 Penalty: 5484.043945
	Iteration 43Q: 3 clusters Score -7530886 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -7530894.000000 Penalty: 5484.043945
	Iteration 44Q: 3 clusters Score -7530894 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -7530944.000000 Penalty: 5484.043945
	Iteration 45Q: 3 clusters Score -7530944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7530975.000000 Penalty: 5484.043945
	Iteration 46Q: 3 clusters Score -7530975 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7531006.500000 Penalty: 5484.043945
	Iteration 47Q: 3 clusters Score -7531006 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -7531031.500000 Penalty: 5484.043945
	Iteration 48Q: 3 clusters Score -7531032 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -7531083.500000 Penalty: 5484.043945
	Iteration 49Q: 3 clusters Score -7531084 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -7531106.000000 Penalty: 5484.043945
	Iteration 50Q: 3 clusters Score -7531106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -7531154.500000 Penalty: 5484.043945
	Iteration 51Q: 3 clusters Score -7531154 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7531178 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7531232 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7531337 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7531378 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7531488 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7531584 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -7531685.500000 Penalty: 5484.043945
	Iteration 58Q: 3 clusters Score -7531686 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -7531817.500000 Penalty: 5484.043945
	Iteration 59Q: 3 clusters Score -7531818 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -7531910.000000 Penalty: 5484.043945
	Iteration 60F: 3 clusters Score -7531910 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -7532004.500000 Penalty: 5484.043945
	Iteration 61Q: 3 clusters Score -7532004 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7532076 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -7532197.000000 Penalty: 5484.043945
	Iteration 63Q: 3 clusters Score -7532197 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7532308 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7532454 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -7532565.500000 Penalty: 5484.043945
	Iteration 66Q: 3 clusters Score -7532566 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -7532675.500000 Penalty: 5484.043945
	Iteration 67Q: 3 clusters Score -7532676 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7532828.000000 Penalty: 5484.043945
	Iteration 68Q: 3 clusters Score -7532828 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7532996.500000 Penalty: 5484.043945
	Iteration 69Q: 3 clusters Score -7532996 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -7533130.500000 Penalty: 5484.043945
	Iteration 70Q: 3 clusters Score -7533130 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -7533310.000000 Penalty: 5484.043945
	Iteration 71Q: 3 clusters Score -7533310 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7533445.500000 Penalty: 5484.043945
	Iteration 72Q: 3 clusters Score -7533446 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7533610.500000 Penalty: 5484.043945
	Iteration 73Q: 3 clusters Score -7533610 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7533754.000000 Penalty: 5484.043945
	Iteration 74Q: 3 clusters Score -7533754 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -7533906.500000 Penalty: 5484.043945
	Iteration 75Q: 3 clusters Score -7533906 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7534066.500000 Penalty: 5484.043945
	Iteration 76Q: 3 clusters Score -7534066 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7534232 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7534400.000000 Penalty: 5484.043945
	Iteration 78Q: 3 clusters Score -7534400 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7534540.500000 Penalty: 5484.043945
	Iteration 79Q: 3 clusters Score -7534540 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7534703.500000 Penalty: 5484.043945
	Iteration 80F: 3 clusters Score -7534704 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7534816.000000 Penalty: 5484.043945
	Iteration 81Q: 3 clusters Score -7534816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7534925.500000 Penalty: 5484.043945
	Iteration 82Q: 3 clusters Score -7534926 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7535021.500000 Penalty: 5484.043945
	Iteration 83Q: 3 clusters Score -7535022 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7535088.000000 Penalty: 5484.043945
	Iteration 84Q: 3 clusters Score -7535088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7535142.500000 Penalty: 5484.043945
	Iteration 85Q: 3 clusters Score -7535142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7535191.000000 Penalty: 5484.043945
	Iteration 86Q: 3 clusters Score -7535191 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7535234.000000 Penalty: 5484.043945
	Iteration 87Q: 3 clusters Score -7535234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7535272.000000 Penalty: 5484.043945
	Iteration 88Q: 3 clusters Score -7535272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7535305.500000 Penalty: 5484.043945
	Iteration 89Q: 3 clusters Score -7535306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7535327.500000 Penalty: 5484.043945
	Iteration 90Q: 3 clusters Score -7535328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7535345.500000 Penalty: 5484.043945
	Iteration 91Q: 3 clusters Score -7535346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7535376.000000 Penalty: 5484.043945
	Iteration 92Q: 3 clusters Score -7535376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7535396.500000 Penalty: 5484.043945
	Iteration 93Q: 3 clusters Score -7535396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7535402.000000 Penalty: 5484.043945
	Iteration 94Q: 3 clusters Score -7535402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7535414.000000 Penalty: 5484.043945
	Iteration 95Q: 3 clusters Score -7535414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7535427.500000 Penalty: 5484.043945
	Iteration 96Q: 3 clusters Score -7535428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7535429.500000 Penalty: 5484.043945
	Iteration 97Q: 3 clusters Score -7535430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7535426.500000 Penalty: 5484.043945
	Iteration 98Q: 3 clusters Score -7535426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7535439.500000 Penalty: 5484.043945
	Iteration 99Q: 3 clusters Score -7535440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7535435.000000 Penalty: 5484.043945
	Iteration 100F: 3 clusters Score -7535435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7535444.000000 Penalty: 5484.043945
	Iteration 101Q: 3 clusters Score -7535444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7535448.500000 Penalty: 5484.043945
	Iteration 102Q: 3 clusters Score -7535448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7535450.000000 Penalty: 5484.043945
	Iteration 103Q: 3 clusters Score -7535450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7535451.000000 Penalty: 5484.043945
	Iteration 104Q: 3 clusters Score -7535451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7535453.000000 Penalty: 5484.043945
	Iteration 105Q: 3 clusters Score -7535453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7535454.500000 Penalty: 5484.043945
	Iteration 106Q: 3 clusters Score -7535454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7535453.000000 Penalty: 5484.043945
	Iteration 107Q: 3 clusters Score -7535453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7535458.000000 Penalty: 5484.043945
	Iteration 108Q: 3 clusters Score -7535458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7535460.000000 Penalty: 5484.043945
	Iteration 109Q: 3 clusters Score -7535460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7535463.000000 Penalty: 5484.043945
	Iteration 110Q: 3 clusters Score -7535463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7535468.500000 Penalty: 5484.043945
	Iteration 111Q: 3 clusters Score -7535468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7535466.000000 Penalty: 5484.043945
	Iteration 112Q: 3 clusters Score -7535466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7535471.000000 Penalty: 5484.043945
	Iteration 113Q: 3 clusters Score -7535471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7535474.500000 Penalty: 5484.043945
	Iteration 114Q: 3 clusters Score -7535474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7535478.000000 Penalty: 5484.043945
	Iteration 115Q: 3 clusters Score -7535478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7535480.000000 Penalty: 5484.043945
	Iteration 116Q: 3 clusters Score -7535480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7535479.000000 Penalty: 5484.043945
	Iteration 117Q: 3 clusters Score -7535479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7535476.500000 Penalty: 5484.043945
	Iteration 118Q: 3 clusters Score -7535476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7535475.500000 Penalty: 5484.043945
	Iteration 119Q: 3 clusters Score -7535476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7535473.000000 Penalty: 5484.043945
	Iteration 120F: 3 clusters Score -7535473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7535482.500000 Penalty: 5484.043945
	Iteration 121Q: 3 clusters Score -7535482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7535482.500000 Penalty: 5484.043945
	Iteration 122Q: 3 clusters Score -7535482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7535481.000000 Penalty: 5484.043945
	Iteration 123Q: 3 clusters Score -7535481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62290 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7535478.000000 Penalty: 5484.043945
	Iteration 124Q: 3 clusters Score -7535478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7535485.000000 Penalty: 5484.043945
	Iteration 125Q: 3 clusters Score -7535485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7535482.000000 Penalty: 5484.043945
	Iteration 126Q: 3 clusters Score -7535482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7535482.500000 Penalty: 5484.043945
	Iteration 127Q: 3 clusters Score -7535482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7535482.000000 Penalty: 5484.043945
	Iteration 128Q: 3 clusters Score -7535482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7535481.500000 Penalty: 5484.043945
	Iteration 129Q: 3 clusters Score -7535482 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7535481.500000 Penalty: 5484.043945
	Iteration 130F: 3 clusters Score -7535482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 181884 members 
Entering Unmasked Estep 
Score: -21606974.000000 Penalty: 3003.558838
	Iteration 0F: 2 clusters Score -2.160697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -21494664.000000 Penalty: 6007.117676
	Iteration 0F: 3 clusters Score -2.149466e+07 nChanged 87242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -21545458.000000 Penalty: 6007.117676
	Iteration 1F: 3 clusters Score -2.154546e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -21546574.000000 Penalty: 6007.117676
	Iteration 2Q: 3 clusters Score -2.154657e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -21548180.000000 Penalty: 6007.117676
	Iteration 3Q: 3 clusters Score -2.154818e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -21550440.000000 Penalty: 6007.117676
	Iteration 4Q: 3 clusters Score -2.155044e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -21554316.000000 Penalty: 6007.117676
	Iteration 5Q: 3 clusters Score -2.155432e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -21560760.000000 Penalty: 6007.117676
	Iteration 6F: 3 clusters Score -2.156076e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124152 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -21570776.000000 Penalty: 6007.117676
	Iteration 7F: 3 clusters Score -2.157078e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134369 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -21582778.000000 Penalty: 6007.117676
	Iteration 8F: 3 clusters Score -2.158278e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -21593224.000000 Penalty: 6007.117676
	Iteration 9F: 3 clusters Score -2.159322e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145721 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -21599038.000000 Penalty: 6007.117676
	Iteration 10Q: 3 clusters Score -2.159904e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -21601620.000000 Penalty: 6007.117676
	Iteration 11Q: 3 clusters Score -2.160162e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -21603082.000000 Penalty: 6007.117676
	Iteration 12Q: 3 clusters Score -2.160308e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -21604100.000000 Penalty: 6007.117676
	Iteration 13Q: 3 clusters Score -2.16041e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -21604934.000000 Penalty: 6007.117676
	Iteration 14Q: 3 clusters Score -2.160493e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -21605472.000000 Penalty: 6007.117676
	Iteration 15Q: 3 clusters Score -2.160547e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -21605898.000000 Penalty: 6007.117676
	Iteration 16Q: 3 clusters Score -2.16059e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157813 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -21606060.000000 Penalty: 6007.117676
	Iteration 17Q: 3 clusters Score -2.160606e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -21606252.000000 Penalty: 6007.117676
	Iteration 18Q: 3 clusters Score -2.160625e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -21606520.000000 Penalty: 6007.117676
	Iteration 19Q: 3 clusters Score -2.160652e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -21606486.000000 Penalty: 6007.117676
	Iteration 20F: 3 clusters Score -2.160649e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -21606588.000000 Penalty: 6007.117676
	Iteration 21Q: 3 clusters Score -2.160659e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -21606542.000000 Penalty: 6007.117676
	Iteration 22Q: 3 clusters Score -2.160654e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -21606608.000000 Penalty: 6007.117676
	Iteration 23Q: 3 clusters Score -2.160661e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -21606714.000000 Penalty: 6007.117676
	Iteration 24Q: 3 clusters Score -2.160671e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -21606728.000000 Penalty: 6007.117676
	Iteration 25Q: 3 clusters Score -2.160673e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -21606730.000000 Penalty: 6007.117676
	Iteration 26Q: 3 clusters Score -2.160673e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -21606684.000000 Penalty: 6007.117676
	Iteration 27Q: 3 clusters Score -2.160668e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -21606740.000000 Penalty: 6007.117676
	Iteration 28Q: 3 clusters Score -2.160674e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -21606708.000000 Penalty: 6007.117676
	Iteration 29Q: 3 clusters Score -2.160671e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -21606656.000000 Penalty: 6007.117676
	Iteration 30Q: 3 clusters Score -2.160666e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -21606700.000000 Penalty: 6007.117676
	Iteration 31Q: 3 clusters Score -2.16067e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170375 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -21606688.000000 Penalty: 6007.117676
	Iteration 32Q: 3 clusters Score -2.160669e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -21606674.000000 Penalty: 6007.117676
	Iteration 33Q: 3 clusters Score -2.160667e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -21606646.000000 Penalty: 6007.117676
	Iteration 34Q: 3 clusters Score -2.160665e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171789 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -21606652.000000 Penalty: 6007.117676
	Iteration 35Q: 3 clusters Score -2.160665e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172159 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -21606632.000000 Penalty: 6007.117676
	Iteration 36Q: 3 clusters Score -2.160663e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -21606636.000000 Penalty: 6007.117676
	Iteration 37Q: 3 clusters Score -2.160664e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -21606582.000000 Penalty: 6007.117676
	Iteration 38Q: 3 clusters Score -2.160658e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173113 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -21606602.000000 Penalty: 6007.117676
	Iteration 39Q: 3 clusters Score -2.16066e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -21606530.000000 Penalty: 6007.117676
	Iteration 40F: 3 clusters Score -2.160653e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -21606442.000000 Penalty: 6007.117676
	Iteration 41Q: 3 clusters Score -2.160644e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -21606380.000000 Penalty: 6007.117676
	Iteration 42Q: 3 clusters Score -2.160638e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174146 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -21606364.000000 Penalty: 6007.117676
	Iteration 43Q: 3 clusters Score -2.160636e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174353 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -21606280.000000 Penalty: 6007.117676
	Iteration 44Q: 3 clusters Score -2.160628e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174542 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -21606224.000000 Penalty: 6007.117676
	Iteration 45Q: 3 clusters Score -2.160622e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -21606252.000000 Penalty: 6007.117676
	Iteration 46Q: 3 clusters Score -2.160625e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174914 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -21606208.000000 Penalty: 6007.117676
	Iteration 47Q: 3 clusters Score -2.160621e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -21606098.000000 Penalty: 6007.117676
	Iteration 48Q: 3 clusters Score -2.16061e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -21606078.000000 Penalty: 6007.117676
	Iteration 49Q: 3 clusters Score -2.160608e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -21606046.000000 Penalty: 6007.117676
	Iteration 50Q: 3 clusters Score -2.160605e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -21606024.000000 Penalty: 6007.117676
	Iteration 51Q: 3 clusters Score -2.160602e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -21606026.000000 Penalty: 6007.117676
	Iteration 52Q: 3 clusters Score -2.160603e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175973 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -21605954.000000 Penalty: 6007.117676
	Iteration 53Q: 3 clusters Score -2.160595e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -21605942.000000 Penalty: 6007.117676
	Iteration 54Q: 3 clusters Score -2.160594e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176297 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -21605910.000000 Penalty: 6007.117676
	Iteration 55Q: 3 clusters Score -2.160591e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -21605878.000000 Penalty: 6007.117676
	Iteration 56Q: 3 clusters Score -2.160588e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -21605792.000000 Penalty: 6007.117676
	Iteration 57Q: 3 clusters Score -2.160579e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -21605796.000000 Penalty: 6007.117676
	Iteration 58Q: 3 clusters Score -2.16058e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -21605808.000000 Penalty: 6007.117676
	Iteration 59Q: 3 clusters Score -2.160581e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176958 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -21605766.000000 Penalty: 6007.117676
	Iteration 60F: 3 clusters Score -2.160577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -21605736.000000 Penalty: 6007.117676
	Iteration 61Q: 3 clusters Score -2.160574e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -21605694.000000 Penalty: 6007.117676
	Iteration 62Q: 3 clusters Score -2.160569e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21605708.000000 Penalty: 6007.117676
	Iteration 63Q: 3 clusters Score -2.160571e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -21605696.000000 Penalty: 6007.117676
	Iteration 64Q: 3 clusters Score -2.16057e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -21605670.000000 Penalty: 6007.117676
	Iteration 65Q: 3 clusters Score -2.160567e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -21605672.000000 Penalty: 6007.117676
	Iteration 66Q: 3 clusters Score -2.160567e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -21605640.000000 Penalty: 6007.117676
	Iteration 67Q: 3 clusters Score -2.160564e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -21605624.000000 Penalty: 6007.117676
	Iteration 68Q: 3 clusters Score -2.160562e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -21605626.000000 Penalty: 6007.117676
	Iteration 69Q: 3 clusters Score -2.160563e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21605610.000000 Penalty: 6007.117676
	Iteration 70Q: 3 clusters Score -2.160561e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177805 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -21605606.000000 Penalty: 6007.117676
	Iteration 71Q: 3 clusters Score -2.160561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177862 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -21605614.000000 Penalty: 6007.117676
	Iteration 72Q: 3 clusters Score -2.160561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -21605614.000000 Penalty: 6007.117676
	Iteration 73Q: 3 clusters Score -2.160561e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177987 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -21605626.000000 Penalty: 6007.117676
	Iteration 74Q: 3 clusters Score -2.160563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -21605610.000000 Penalty: 6007.117676
	Iteration 75Q: 3 clusters Score -2.160561e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178089 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21605616.000000 Penalty: 6007.117676
	Iteration 76Q: 3 clusters Score -2.160562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178138 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -21605600.000000 Penalty: 6007.117676
	Iteration 77Q: 3 clusters Score -2.16056e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21605548.000000 Penalty: 6007.117676
	Iteration 78Q: 3 clusters Score -2.160555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178233 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21605540.000000 Penalty: 6007.117676
	Iteration 79Q: 3 clusters Score -2.160554e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -21605540.000000 Penalty: 6007.117676
	Iteration 80F: 3 clusters Score -2.160554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -21605510.000000 Penalty: 6007.117676
	Iteration 81Q: 3 clusters Score -2.160551e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21605486.000000 Penalty: 6007.117676
	Iteration 82Q: 3 clusters Score -2.160549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178433 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21605478.000000 Penalty: 6007.117676
	Iteration 83Q: 3 clusters Score -2.160548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21605446.000000 Penalty: 6007.117676
	Iteration 84Q: 3 clusters Score -2.160545e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178551 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21605400.000000 Penalty: 6007.117676
	Iteration 85Q: 3 clusters Score -2.16054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -21605400.000000 Penalty: 6007.117676
	Iteration 86Q: 3 clusters Score -2.16054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178652 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21605390.000000 Penalty: 6007.117676
	Iteration 87Q: 3 clusters Score -2.160539e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178704 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21605388.000000 Penalty: 6007.117676
	Iteration 88Q: 3 clusters Score -2.160539e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -21605374.000000 Penalty: 6007.117676
	Iteration 89Q: 3 clusters Score -2.160537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -21605382.000000 Penalty: 6007.117676
	Iteration 90Q: 3 clusters Score -2.160538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178851 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -21605370.000000 Penalty: 6007.117676
	Iteration 91Q: 3 clusters Score -2.160537e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21605386.000000 Penalty: 6007.117676
	Iteration 92Q: 3 clusters Score -2.160539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178916 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -21605398.000000 Penalty: 6007.117676
	Iteration 93Q: 3 clusters Score -2.16054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178946 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -21605396.000000 Penalty: 6007.117676
	Iteration 94Q: 3 clusters Score -2.16054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21605354.000000 Penalty: 6007.117676
	Iteration 95Q: 3 clusters Score -2.160535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21605352.000000 Penalty: 6007.117676
	Iteration 96Q: 3 clusters Score -2.160535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21605330.000000 Penalty: 6007.117676
	Iteration 97Q: 3 clusters Score -2.160533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21605320.000000 Penalty: 6007.117676
	Iteration 98Q: 3 clusters Score -2.160532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179112 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21605320.000000 Penalty: 6007.117676
	Iteration 99Q: 3 clusters Score -2.160532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179141 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21605342.000000 Penalty: 6007.117676
	Iteration 100F: 3 clusters Score -2.160534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21605320.000000 Penalty: 6007.117676
	Iteration 101Q: 3 clusters Score -2.160532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21605312.000000 Penalty: 6007.117676
	Iteration 102Q: 3 clusters Score -2.160531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179233 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21605290.000000 Penalty: 6007.117676
	Iteration 103Q: 3 clusters Score -2.160529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21605294.000000 Penalty: 6007.117676
	Iteration 104Q: 3 clusters Score -2.160529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21605296.000000 Penalty: 6007.117676
	Iteration 105Q: 3 clusters Score -2.16053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -21605290.000000 Penalty: 6007.117676
	Iteration 106Q: 3 clusters Score -2.160529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21605276.000000 Penalty: 6007.117676
	Iteration 107Q: 3 clusters Score -2.160528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21605278.000000 Penalty: 6007.117676
	Iteration 108Q: 3 clusters Score -2.160528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -21605278.000000 Penalty: 6007.117676
	Iteration 109Q: 3 clusters Score -2.160528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179312 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21605270.000000 Penalty: 6007.117676
	Iteration 110Q: 3 clusters Score -2.160527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21605268.000000 Penalty: 6007.117676
	Iteration 111Q: 3 clusters Score -2.160527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179359 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21605258.000000 Penalty: 6007.117676
	Iteration 112Q: 3 clusters Score -2.160526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21605264.000000 Penalty: 6007.117676
	Iteration 113Q: 3 clusters Score -2.160526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179392 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21605274.000000 Penalty: 6007.117676
	Iteration 114Q: 3 clusters Score -2.160527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179405 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21605262.000000 Penalty: 6007.117676
	Iteration 115Q: 3 clusters Score -2.160526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21605262.000000 Penalty: 6007.117676
	Iteration 116Q: 3 clusters Score -2.160526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -21605248.000000 Penalty: 6007.117676
	Iteration 117Q: 3 clusters Score -2.160525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21605246.000000 Penalty: 6007.117676
	Iteration 118Q: 3 clusters Score -2.160525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21605238.000000 Penalty: 6007.117676
	Iteration 119Q: 3 clusters Score -2.160524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21605222.000000 Penalty: 6007.117676
	Iteration 120F: 3 clusters Score -2.160522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21605238.000000 Penalty: 6007.117676
	Iteration 121Q: 3 clusters Score -2.160524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21605240.000000 Penalty: 6007.117676
	Iteration 122Q: 3 clusters Score -2.160524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21605240.000000 Penalty: 6007.117676
	Iteration 123F: 3 clusters Score -2.160524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -1114044.750000 Penalty: 2273.005127
	Iteration 0F: 2 clusters Score -1114045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1106632.125000 Penalty: 4546.010254
	Iteration 0F: 3 clusters Score -1106632 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1108770.500000 Penalty: 4546.010254
	Iteration 1F: 3 clusters Score -1108770 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1109130.375000 Penalty: 4546.010254
	Iteration 2F: 3 clusters Score -1109130 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1109420.125000 Penalty: 4546.010254
	Iteration 3F: 3 clusters Score -1109420 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1109672.875000 Penalty: 4546.010254
	Iteration 4Q: 3 clusters Score -1109673 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1109919.500000 Penalty: 4546.010254
	Iteration 5Q: 3 clusters Score -1109920 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1110163.000000 Penalty: 4546.010254
	Iteration 6Q: 3 clusters Score -1110163 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1110425.125000 Penalty: 4546.010254
	Iteration 7Q: 3 clusters Score -1110425 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1110671.375000 Penalty: 4546.010254
	Iteration 8Q: 3 clusters Score -1110671 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1110915.000000 Penalty: 4546.010254
	Iteration 9Q: 3 clusters Score -1110915 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1111111.375000 Penalty: 4546.010254
	Iteration 10Q: 3 clusters Score -1111111 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1111290.875000 Penalty: 4546.010254
	Iteration 11Q: 3 clusters Score -1111291 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1111464.250000 Penalty: 4546.010254
	Iteration 12Q: 3 clusters Score -1111464 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1111638.375000 Penalty: 4546.010254
	Iteration 13Q: 3 clusters Score -1111638 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1111790.750000 Penalty: 4546.010254
	Iteration 14Q: 3 clusters Score -1111791 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1111891.625000 Penalty: 4546.010254
	Iteration 15Q: 3 clusters Score -1111892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1111954.125000 Penalty: 4546.010254
	Iteration 16Q: 3 clusters Score -1111954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1111998.625000 Penalty: 4546.010254
	Iteration 17Q: 3 clusters Score -1111999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1112027.625000 Penalty: 4546.010254
	Iteration 18Q: 3 clusters Score -1112028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1112049.125000 Penalty: 4546.010254
	Iteration 19Q: 3 clusters Score -1112049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1112063.500000 Penalty: 4546.010254
	Iteration 20F: 3 clusters Score -1112064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1112074.375000 Penalty: 4546.010254
	Iteration 21Q: 3 clusters Score -1112074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1112084.500000 Penalty: 4546.010254
	Iteration 22Q: 3 clusters Score -1112084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1112095.750000 Penalty: 4546.010254
	Iteration 23Q: 3 clusters Score -1112096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1112103.375000 Penalty: 4546.010254
	Iteration 24Q: 3 clusters Score -1112103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1112110.750000 Penalty: 4546.010254
	Iteration 25Q: 3 clusters Score -1112111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1112121.500000 Penalty: 4546.010254
	Iteration 26Q: 3 clusters Score -1112122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1112126.625000 Penalty: 4546.010254
	Iteration 27Q: 3 clusters Score -1112127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1112131.125000 Penalty: 4546.010254
	Iteration 28Q: 3 clusters Score -1112131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1112135.000000 Penalty: 4546.010254
	Iteration 29Q: 3 clusters Score -1112135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1112137.000000 Penalty: 4546.010254
	Iteration 30Q: 3 clusters Score -1112137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1112139.750000 Penalty: 4546.010254
	Iteration 31Q: 3 clusters Score -1112140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1112142.125000 Penalty: 4546.010254
	Iteration 32Q: 3 clusters Score -1112142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1112143.500000 Penalty: 4546.010254
	Iteration 33Q: 3 clusters Score -1112144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1112147.375000 Penalty: 4546.010254
	Iteration 34Q: 3 clusters Score -1112147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1112145.750000 Penalty: 4546.010254
	Iteration 35Q: 3 clusters Score -1112146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1112149.500000 Penalty: 4546.010254
	Iteration 36Q: 3 clusters Score -1112150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1112152.125000 Penalty: 4546.010254
	Iteration 37Q: 3 clusters Score -1112152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1112153.375000 Penalty: 4546.010254
	Iteration 38Q: 3 clusters Score -1112153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1112157.875000 Penalty: 4546.010254
	Iteration 39Q: 3 clusters Score -1112158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1112160.625000 Penalty: 4546.010254
	Iteration 40F: 3 clusters Score -1112161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1112160.500000 Penalty: 4546.010254
	Iteration 41Q: 3 clusters Score -1112160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1112162.750000 Penalty: 4546.010254
	Iteration 42Q: 3 clusters Score -1112163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1112162.000000 Penalty: 4546.010254
	Iteration 43Q: 3 clusters Score -1112162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1112163.500000 Penalty: 4546.010254
	Iteration 44Q: 3 clusters Score -1112164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1112165.250000 Penalty: 4546.010254
	Iteration 45Q: 3 clusters Score -1112165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1112165.500000 Penalty: 4546.010254
	Iteration 46Q: 3 clusters Score -1112166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1112167.000000 Penalty: 4546.010254
	Iteration 47Q: 3 clusters Score -1112167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1112169.000000 Penalty: 4546.010254
	Iteration 48Q: 3 clusters Score -1112169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1112168.875000 Penalty: 4546.010254
	Iteration 49Q: 3 clusters Score -1112169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1112168.375000 Penalty: 4546.010254
	Iteration 50Q: 3 clusters Score -1112168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1112171.125000 Penalty: 4546.010254
	Iteration 51Q: 3 clusters Score -1112171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1112171.250000 Penalty: 4546.010254
	Iteration 52Q: 3 clusters Score -1112171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1112170.750000 Penalty: 4546.010254
	Iteration 53Q: 3 clusters Score -1112171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1112172.000000 Penalty: 4546.010254
	Iteration 54Q: 3 clusters Score -1112172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1112170.875000 Penalty: 4546.010254
	Iteration 55Q: 3 clusters Score -1112171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1112172.375000 Penalty: 4546.010254
	Iteration 56Q: 3 clusters Score -1112172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1112172.375000 Penalty: 4546.010254
	Iteration 57F: 3 clusters Score -1112172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -279076.812500 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -279076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -276178.343750 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -276178.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276662.406250 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -276662.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -276782.343750 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -276782.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -276851.093750 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -276851.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276886.968750 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -276887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276911.250000 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -276911.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276930.343750 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -276930.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -276950.687500 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -276950.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -276966.750000 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -276966.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -276980.875000 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -276980.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -276990.406250 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -276990.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -276997.968750 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -276998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -277006.843750 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -277006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277011.875000 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -277011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277015.093750 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -277015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -277016.718750 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -277016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -277016.750000 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -277016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -277016.750000 Penalty: 3866.027832
	Iteration 17F: 3 clusters Score -277016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Entering Unmasked Estep 
Score: -8395830.000000 Penalty: 2768.652588
	Iteration 0F: 2 clusters Score -8395830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8348359.000000 Penalty: 5537.305176
	Iteration 0F: 3 clusters Score -8348359 nChanged 33197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -8366996.000000 Penalty: 5537.305176
	Iteration 1F: 3 clusters Score -8366996 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -8367697.500000 Penalty: 5537.305176
	Iteration 2Q: 3 clusters Score -8367698 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -8368676.000000 Penalty: 5537.305176
	Iteration 3Q: 3 clusters Score -8368676 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -8370125.000000 Penalty: 5537.305176
	Iteration 4Q: 3 clusters Score -8370125 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8372441.000000 Penalty: 5537.305176
	Iteration 5F: 3 clusters Score -8372441 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -8375949.500000 Penalty: 5537.305176
	Iteration 6F: 3 clusters Score -8375950 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -8380723.500000 Penalty: 5537.305176
	Iteration 7F: 3 clusters Score -8380724 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8386105.000000 Penalty: 5537.305176
	Iteration 8F: 3 clusters Score -8386105 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8390221.000000 Penalty: 5537.305176
	Iteration 9F: 3 clusters Score -8390221 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69182 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8392169.000000 Penalty: 5537.305176
	Iteration 10Q: 3 clusters Score -8392169 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8392872.000000 Penalty: 5537.305176
	Iteration 11Q: 3 clusters Score -8392872 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8393180.000000 Penalty: 5537.305176
	Iteration 12Q: 3 clusters Score -8393180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8393309.000000 Penalty: 5537.305176
	Iteration 13Q: 3 clusters Score -8393309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8393355.000000 Penalty: 5537.305176
	Iteration 14Q: 3 clusters Score -8393355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8393382.000000 Penalty: 5537.305176
	Iteration 15Q: 3 clusters Score -8393382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8393407.000000 Penalty: 5537.305176
	Iteration 16Q: 3 clusters Score -8393407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8393412.000000 Penalty: 5537.305176
	Iteration 17Q: 3 clusters Score -8393412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8393424.000000 Penalty: 5537.305176
	Iteration 18Q: 3 clusters Score -8393424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8393434.000000 Penalty: 5537.305176
	Iteration 19Q: 3 clusters Score -8393434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8393434.000000 Penalty: 5537.305176
	Iteration 20F: 3 clusters Score -8393434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212609 members 
Entering Unmasked Estep 
Score: -24954148.000000 Penalty: 3042.268066
	Iteration 0F: 2 clusters Score -2.495415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -24816136.000000 Penalty: 6084.536133
	Iteration 0F: 3 clusters Score -2.481614e+07 nChanged 102277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -24875748.000000 Penalty: 6084.536133
	Iteration 1F: 3 clusters Score -2.487575e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -24876738.000000 Penalty: 6084.536133
	Iteration 2Q: 3 clusters Score -2.487674e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -24877812.000000 Penalty: 6084.536133
	Iteration 3Q: 3 clusters Score -2.487781e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -24879434.000000 Penalty: 6084.536133
	Iteration 4Q: 3 clusters Score -2.487943e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -24881748.000000 Penalty: 6084.536133
	Iteration 5Q: 3 clusters Score -2.488175e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -24886322.000000 Penalty: 6084.536133
	Iteration 6Q: 3 clusters Score -2.488632e+07 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -24894724.000000 Penalty: 6084.536133
	Iteration 7F: 3 clusters Score -2.489472e+07 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -24908358.000000 Penalty: 6084.536133
	Iteration 8F: 3 clusters Score -2.490836e+07 nChanged 18793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 180267 members 
Entering Unmasked Estep 
Score: -24924824.000000 Penalty: 6084.536133
	Iteration 9F: 3 clusters Score -2.492482e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 196187 members 
Entering Unmasked Estep 
Score: -24939052.000000 Penalty: 6084.536133
	Iteration 10F: 3 clusters Score -2.493905e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 205849 members 
Entering Unmasked Estep 
Score: -24947010.000000 Penalty: 6084.536133
	Iteration 11Q: 3 clusters Score -2.494701e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 210029 members 
Entering Unmasked Estep 
Score: -24950008.000000 Penalty: 6084.536133
	Iteration 12Q: 3 clusters Score -2.495001e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 211526 members 
Entering Unmasked Estep 
Score: -24950928.000000 Penalty: 6084.536133
	Iteration 13Q: 3 clusters Score -2.495093e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 212004 members 
Entering Unmasked Estep 
Score: -24951370.000000 Penalty: 6084.536133
	Iteration 14Q: 3 clusters Score -2.495137e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212135 members 
Entering Unmasked Estep 
Score: -24951486.000000 Penalty: 6084.536133
	Iteration 15Q: 3 clusters Score -2.495149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 212197 members 
Entering Unmasked Estep 
Score: -24951554.000000 Penalty: 6084.536133
	Iteration 16Q: 3 clusters Score -2.495155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 212221 members 
Entering Unmasked Estep 
Score: -24951586.000000 Penalty: 6084.536133
	Iteration 17Q: 3 clusters Score -2.495159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 212238 members 
Entering Unmasked Estep 
Score: -24951590.000000 Penalty: 6084.536133
	Iteration 18Q: 3 clusters Score -2.495159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 212249 members 
Entering Unmasked Estep 
Score: -24951614.000000 Penalty: 6084.536133
	Iteration 19Q: 3 clusters Score -2.495161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 212251 members 
Entering Unmasked Estep 
Score: -24951636.000000 Penalty: 6084.536133
	Iteration 20F: 3 clusters Score -2.495164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 212255 members 
Entering Unmasked Estep 
Score: -24951660.000000 Penalty: 6084.536133
	Iteration 21Q: 3 clusters Score -2.495166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 212262 members 
Entering Unmasked Estep 
Score: -24951688.000000 Penalty: 6084.536133
	Iteration 22Q: 3 clusters Score -2.495169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212276 members 
Entering Unmasked Estep 
Score: -24951692.000000 Penalty: 6084.536133
	Iteration 23Q: 3 clusters Score -2.495169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 212279 members 
Entering Unmasked Estep 
Score: -24951716.000000 Penalty: 6084.536133
	Iteration 24Q: 3 clusters Score -2.495172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212283 members 
Entering Unmasked Estep 
Score: -24951698.000000 Penalty: 6084.536133
	Iteration 25Q: 3 clusters Score -2.49517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 212281 members 
Entering Unmasked Estep 
Score: -24951694.000000 Penalty: 6084.536133
	Iteration 26Q: 3 clusters Score -2.495169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212283 members 
Entering Unmasked Estep 
Score: -24951698.000000 Penalty: 6084.536133
	Iteration 27Q: 3 clusters Score -2.49517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 212284 members 
Entering Unmasked Estep 
Score: -24951704.000000 Penalty: 6084.536133
	Iteration 28Q: 3 clusters Score -2.49517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212283 members 
Entering Unmasked Estep 
Score: -24951714.000000 Penalty: 6084.536133
	Iteration 29Q: 3 clusters Score -2.495171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 212283 members 
Entering Unmasked Estep 
Score: -24951714.000000 Penalty: 6084.536133
	Iteration 30F: 3 clusters Score -2.495171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Entering Unmasked Estep 
Score: -18777646.000000 Penalty: 2969.982178
	Iteration 0F: 2 clusters Score -1.877765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79521 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -18672036.000000 Penalty: 5939.964355
	Iteration 0F: 3 clusters Score -1.867204e+07 nChanged 76047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -18716086.000000 Penalty: 5939.964355
	Iteration 1F: 3 clusters Score -1.871609e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -18717144.000000 Penalty: 5939.964355
	Iteration 2Q: 3 clusters Score -1.871714e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -18718370.000000 Penalty: 5939.964355
	Iteration 3Q: 3 clusters Score -1.871837e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -18720212.000000 Penalty: 5939.964355
	Iteration 4Q: 3 clusters Score -1.872021e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -18723512.000000 Penalty: 5939.964355
	Iteration 5Q: 3 clusters Score -1.872351e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -18728626.000000 Penalty: 5939.964355
	Iteration 6F: 3 clusters Score -1.872863e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -18737118.000000 Penalty: 5939.964355
	Iteration 7F: 3 clusters Score -1.873712e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -18748484.000000 Penalty: 5939.964355
	Iteration 8F: 3 clusters Score -1.874848e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -18759344.000000 Penalty: 5939.964355
	Iteration 9F: 3 clusters Score -1.875934e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -18767184.000000 Penalty: 5939.964355
	Iteration 10Q: 3 clusters Score -1.876718e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -18770802.000000 Penalty: 5939.964355
	Iteration 11Q: 3 clusters Score -1.87708e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145233 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -18772278.000000 Penalty: 5939.964355
	Iteration 12Q: 3 clusters Score -1.877228e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -18773054.000000 Penalty: 5939.964355
	Iteration 13Q: 3 clusters Score -1.877305e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -18773732.000000 Penalty: 5939.964355
	Iteration 14Q: 3 clusters Score -1.877373e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149334 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -18774220.000000 Penalty: 5939.964355
	Iteration 15Q: 3 clusters Score -1.877422e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -18774516.000000 Penalty: 5939.964355
	Iteration 16Q: 3 clusters Score -1.877452e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -18774792.000000 Penalty: 5939.964355
	Iteration 17Q: 3 clusters Score -1.877479e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152001 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -18774952.000000 Penalty: 5939.964355
	Iteration 18Q: 3 clusters Score -1.877495e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -18775254.000000 Penalty: 5939.964355
	Iteration 19Q: 3 clusters Score -1.877525e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -18775362.000000 Penalty: 5939.964355
	Iteration 20F: 3 clusters Score -1.877536e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -18775466.000000 Penalty: 5939.964355
	Iteration 21Q: 3 clusters Score -1.877547e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -18775500.000000 Penalty: 5939.964355
	Iteration 22Q: 3 clusters Score -1.87755e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -18775598.000000 Penalty: 5939.964355
	Iteration 23Q: 3 clusters Score -1.87756e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -18775642.000000 Penalty: 5939.964355
	Iteration 24Q: 3 clusters Score -1.877564e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -18775706.000000 Penalty: 5939.964355
	Iteration 25Q: 3 clusters Score -1.877571e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -18775764.000000 Penalty: 5939.964355
	Iteration 26Q: 3 clusters Score -1.877576e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -18775824.000000 Penalty: 5939.964355
	Iteration 27Q: 3 clusters Score -1.877582e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -18775832.000000 Penalty: 5939.964355
	Iteration 28Q: 3 clusters Score -1.877583e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155463 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -18775812.000000 Penalty: 5939.964355
	Iteration 29Q: 3 clusters Score -1.877581e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -18775830.000000 Penalty: 5939.964355
	Iteration 30Q: 3 clusters Score -1.877583e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -18775858.000000 Penalty: 5939.964355
	Iteration 31Q: 3 clusters Score -1.877586e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -18775884.000000 Penalty: 5939.964355
	Iteration 32Q: 3 clusters Score -1.877588e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -18775866.000000 Penalty: 5939.964355
	Iteration 33Q: 3 clusters Score -1.877587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155816 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -18775892.000000 Penalty: 5939.964355
	Iteration 34Q: 3 clusters Score -1.877589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -18775860.000000 Penalty: 5939.964355
	Iteration 35Q: 3 clusters Score -1.877586e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -18775888.000000 Penalty: 5939.964355
	Iteration 36Q: 3 clusters Score -1.877589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -18775876.000000 Penalty: 5939.964355
	Iteration 37Q: 3 clusters Score -1.877588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -18775904.000000 Penalty: 5939.964355
	Iteration 38Q: 3 clusters Score -1.87759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -18775912.000000 Penalty: 5939.964355
	Iteration 39Q: 3 clusters Score -1.877591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -18775932.000000 Penalty: 5939.964355
	Iteration 40F: 3 clusters Score -1.877593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -18775946.000000 Penalty: 5939.964355
	Iteration 41Q: 3 clusters Score -1.877595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -18775942.000000 Penalty: 5939.964355
	Iteration 42Q: 3 clusters Score -1.877594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -18775938.000000 Penalty: 5939.964355
	Iteration 43Q: 3 clusters Score -1.877594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -18775940.000000 Penalty: 5939.964355
	Iteration 44Q: 3 clusters Score -1.877594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -18775932.000000 Penalty: 5939.964355
	Iteration 45Q: 3 clusters Score -1.877593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -18775912.000000 Penalty: 5939.964355
	Iteration 46Q: 3 clusters Score -1.877591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -18775928.000000 Penalty: 5939.964355
	Iteration 47Q: 3 clusters Score -1.877593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -18775926.000000 Penalty: 5939.964355
	Iteration 48Q: 3 clusters Score -1.877593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -18775916.000000 Penalty: 5939.964355
	Iteration 49Q: 3 clusters Score -1.877592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156153 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -18775922.000000 Penalty: 5939.964355
	Iteration 50Q: 3 clusters Score -1.877592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -18775930.000000 Penalty: 5939.964355
	Iteration 51Q: 3 clusters Score -1.877593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18775928.000000 Penalty: 5939.964355
	Iteration 52Q: 3 clusters Score -1.877593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18775928.000000 Penalty: 5939.964355
	Iteration 53F: 3 clusters Score -1.877593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -339380.156250 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -339380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -336187.843750 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -336187.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -336835.812500 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -336835.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -336988.312500 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -336988.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -337095.468750 Penalty: 3947.801025
	Iteration 3Q: 3 clusters Score -337095.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -337172.718750 Penalty: 3947.801025
	Iteration 4Q: 3 clusters Score -337172.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -337221.656250 Penalty: 3947.801025
	Iteration 5Q: 3 clusters Score -337221.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -337260.187500 Penalty: 3947.801025
	Iteration 6Q: 3 clusters Score -337260.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337295.343750 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -337295.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -337325.437500 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -337325.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -337346.062500 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -337346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -337374.250000 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -337374.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -337399.062500 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -337399.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -337426.375000 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -337426.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -337455.812500 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -337455.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -337481.625000 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -337481.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337501.875000 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -337501.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -337524.750000 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -337524.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -337559.843750 Penalty: 3947.801025
	Iteration 17Q: 3 clusters Score -337559.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -337593.250000 Penalty: 3947.801025
	Iteration 18Q: 3 clusters Score -337593.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -337614.187500 Penalty: 3947.801025
	Iteration 19Q: 3 clusters Score -337614.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -337629.781250 Penalty: 3947.801025
	Iteration 20F: 3 clusters Score -337629.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -337645.937500 Penalty: 3947.801025
	Iteration 21Q: 3 clusters Score -337645.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -337661.062500 Penalty: 3947.801025
	Iteration 22Q: 3 clusters Score -337661.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -337669.812500 Penalty: 3947.801025
	Iteration 23Q: 3 clusters Score -337669.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -337678.250000 Penalty: 3947.801025
	Iteration 24Q: 3 clusters Score -337678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -337682.593750 Penalty: 3947.801025
	Iteration 25Q: 3 clusters Score -337682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -337687.000000 Penalty: 3947.801025
	Iteration 26Q: 3 clusters Score -337687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -337694.812500 Penalty: 3947.801025
	Iteration 27Q: 3 clusters Score -337694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337700.562500 Penalty: 3947.801025
	Iteration 28Q: 3 clusters Score -337700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -337713.875000 Penalty: 3947.801025
	Iteration 29Q: 3 clusters Score -337713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -337726.125000 Penalty: 3947.801025
	Iteration 30Q: 3 clusters Score -337726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -337734.500000 Penalty: 3947.801025
	Iteration 31Q: 3 clusters Score -337734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -337739.968750 Penalty: 3947.801025
	Iteration 32Q: 3 clusters Score -337740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -337746.656250 Penalty: 3947.801025
	Iteration 33Q: 3 clusters Score -337746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -337752.625000 Penalty: 3947.801025
	Iteration 34Q: 3 clusters Score -337752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -337764.218750 Penalty: 3947.801025
	Iteration 35Q: 3 clusters Score -337764.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -337779.250000 Penalty: 3947.801025
	Iteration 36Q: 3 clusters Score -337779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -337791.812500 Penalty: 3947.801025
	Iteration 37Q: 3 clusters Score -337791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -337802.906250 Penalty: 3947.801025
	Iteration 38Q: 3 clusters Score -337802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -337810.343750 Penalty: 3947.801025
	Iteration 39Q: 3 clusters Score -337810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -337817.156250 Penalty: 3947.801025
	Iteration 40F: 3 clusters Score -337817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -337832.187500 Penalty: 3947.801025
	Iteration 41Q: 3 clusters Score -337832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -337842.906250 Penalty: 3947.801025
	Iteration 42Q: 3 clusters Score -337842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -337850.312500 Penalty: 3947.801025
	Iteration 43Q: 3 clusters Score -337850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -337853.187500 Penalty: 3947.801025
	Iteration 44Q: 3 clusters Score -337853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -337856.250000 Penalty: 3947.801025
	Iteration 45Q: 3 clusters Score -337856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -337859.031250 Penalty: 3947.801025
	Iteration 46Q: 3 clusters Score -337859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -337863.093750 Penalty: 3947.801025
	Iteration 47Q: 3 clusters Score -337863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -337865.875000 Penalty: 3947.801025
	Iteration 48Q: 3 clusters Score -337865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -337867.500000 Penalty: 3947.801025
	Iteration 49Q: 3 clusters Score -337867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -337868.000000 Penalty: 3947.801025
	Iteration 50Q: 3 clusters Score -337868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -337869.156250 Penalty: 3947.801025
	Iteration 51Q: 3 clusters Score -337869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -337869.156250 Penalty: 3947.801025
	Iteration 52F: 3 clusters Score -337869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167368 members 
Entering Unmasked Estep 
Score: -19789664.000000 Penalty: 2982.931641
	Iteration 0F: 2 clusters Score -1.978966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -19679946.000000 Penalty: 5965.863281
	Iteration 0F: 3 clusters Score -1.967995e+07 nChanged 80392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 83706 members 
Entering Unmasked Estep 
Score: -19726820.000000 Penalty: 5965.863281
	Iteration 1F: 3 clusters Score -1.972682e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -19727686.000000 Penalty: 5965.863281
	Iteration 2Q: 3 clusters Score -1.972769e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -19728524.000000 Penalty: 5965.863281
	Iteration 3Q: 3 clusters Score -1.972852e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -19729514.000000 Penalty: 5965.863281
	Iteration 4Q: 3 clusters Score -1.972951e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -19730840.000000 Penalty: 5965.863281
	Iteration 5Q: 3 clusters Score -1.973084e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -19732628.000000 Penalty: 5965.863281
	Iteration 6Q: 3 clusters Score -1.973263e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -19735328.000000 Penalty: 5965.863281
	Iteration 7Q: 3 clusters Score -1.973533e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -19740160.000000 Penalty: 5965.863281
	Iteration 8Q: 3 clusters Score -1.974016e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -19747716.000000 Penalty: 5965.863281
	Iteration 9F: 3 clusters Score -1.974772e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -19757138.000000 Penalty: 5965.863281
	Iteration 10F: 3 clusters Score -1.975714e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -19763650.000000 Penalty: 5965.863281
	Iteration 11F: 3 clusters Score -1.976365e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103242 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -19766780.000000 Penalty: 5965.863281
	Iteration 12Q: 3 clusters Score -1.976678e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -19767992.000000 Penalty: 5965.863281
	Iteration 13Q: 3 clusters Score -1.976799e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -19768714.000000 Penalty: 5965.863281
	Iteration 14Q: 3 clusters Score -1.976871e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -19769394.000000 Penalty: 5965.863281
	Iteration 15Q: 3 clusters Score -1.976939e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111805 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -19770258.000000 Penalty: 5965.863281
	Iteration 16Q: 3 clusters Score -1.977026e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -19771058.000000 Penalty: 5965.863281
	Iteration 17Q: 3 clusters Score -1.977106e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -19772068.000000 Penalty: 5965.863281
	Iteration 18Q: 3 clusters Score -1.977207e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -19773206.000000 Penalty: 5965.863281
	Iteration 19Q: 3 clusters Score -1.977321e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -19774222.000000 Penalty: 5965.863281
	Iteration 20F: 3 clusters Score -1.977422e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125127 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -19775320.000000 Penalty: 5965.863281
	Iteration 21Q: 3 clusters Score -1.977532e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -19776576.000000 Penalty: 5965.863281
	Iteration 22Q: 3 clusters Score -1.977658e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130689 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -19777922.000000 Penalty: 5965.863281
	Iteration 23Q: 3 clusters Score -1.977792e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -19778958.000000 Penalty: 5965.863281
	Iteration 24Q: 3 clusters Score -1.977896e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -19780034.000000 Penalty: 5965.863281
	Iteration 25Q: 3 clusters Score -1.978003e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138215 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -19781090.000000 Penalty: 5965.863281
	Iteration 26Q: 3 clusters Score -1.978109e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140474 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -19781818.000000 Penalty: 5965.863281
	Iteration 27Q: 3 clusters Score -1.978182e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142667 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -19782558.000000 Penalty: 5965.863281
	Iteration 28Q: 3 clusters Score -1.978256e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -19783316.000000 Penalty: 5965.863281
	Iteration 29Q: 3 clusters Score -1.978332e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146701 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -19783998.000000 Penalty: 5965.863281
	Iteration 30Q: 3 clusters Score -1.9784e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -19784580.000000 Penalty: 5965.863281
	Iteration 31Q: 3 clusters Score -1.978458e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -19785038.000000 Penalty: 5965.863281
	Iteration 32Q: 3 clusters Score -1.978504e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -19785576.000000 Penalty: 5965.863281
	Iteration 33Q: 3 clusters Score -1.978558e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -19785960.000000 Penalty: 5965.863281
	Iteration 34Q: 3 clusters Score -1.978596e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -19786412.000000 Penalty: 5965.863281
	Iteration 35Q: 3 clusters Score -1.978641e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -19786690.000000 Penalty: 5965.863281
	Iteration 36Q: 3 clusters Score -1.978669e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -19786910.000000 Penalty: 5965.863281
	Iteration 37Q: 3 clusters Score -1.978691e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -19787094.000000 Penalty: 5965.863281
	Iteration 38Q: 3 clusters Score -1.978709e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -19787220.000000 Penalty: 5965.863281
	Iteration 39Q: 3 clusters Score -1.978722e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -19787278.000000 Penalty: 5965.863281
	Iteration 40F: 3 clusters Score -1.978728e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -19787418.000000 Penalty: 5965.863281
	Iteration 41Q: 3 clusters Score -1.978742e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -19787450.000000 Penalty: 5965.863281
	Iteration 42Q: 3 clusters Score -1.978745e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161295 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -19787630.000000 Penalty: 5965.863281
	Iteration 43Q: 3 clusters Score -1.978763e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -19787628.000000 Penalty: 5965.863281
	Iteration 44Q: 3 clusters Score -1.978763e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19787610.000000 Penalty: 5965.863281
	Iteration 45Q: 3 clusters Score -1.978761e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -19787618.000000 Penalty: 5965.863281
	Iteration 46Q: 3 clusters Score -1.978762e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -19787684.000000 Penalty: 5965.863281
	Iteration 47Q: 3 clusters Score -1.978768e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163135 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -19787788.000000 Penalty: 5965.863281
	Iteration 48Q: 3 clusters Score -1.978779e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -19787838.000000 Penalty: 5965.863281
	Iteration 49Q: 3 clusters Score -1.978784e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -19787778.000000 Penalty: 5965.863281
	Iteration 50Q: 3 clusters Score -1.978778e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -19787836.000000 Penalty: 5965.863281
	Iteration 51Q: 3 clusters Score -1.978784e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -19787862.000000 Penalty: 5965.863281
	Iteration 52Q: 3 clusters Score -1.978786e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -19787868.000000 Penalty: 5965.863281
	Iteration 53Q: 3 clusters Score -1.978787e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164215 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -19787840.000000 Penalty: 5965.863281
	Iteration 54Q: 3 clusters Score -1.978784e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -19787830.000000 Penalty: 5965.863281
	Iteration 55Q: 3 clusters Score -1.978783e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164442 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -19787844.000000 Penalty: 5965.863281
	Iteration 56Q: 3 clusters Score -1.978784e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -19787810.000000 Penalty: 5965.863281
	Iteration 57Q: 3 clusters Score -1.978781e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164577 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -19787824.000000 Penalty: 5965.863281
	Iteration 58Q: 3 clusters Score -1.978782e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19787830.000000 Penalty: 5965.863281
	Iteration 59Q: 3 clusters Score -1.978783e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164696 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19787844.000000 Penalty: 5965.863281
	Iteration 60F: 3 clusters Score -1.978784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -19787834.000000 Penalty: 5965.863281
	Iteration 61Q: 3 clusters Score -1.978783e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -19787834.000000 Penalty: 5965.863281
	Iteration 62Q: 3 clusters Score -1.978783e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -19787798.000000 Penalty: 5965.863281
	Iteration 63Q: 3 clusters Score -1.97878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19787774.000000 Penalty: 5965.863281
	Iteration 64Q: 3 clusters Score -1.978777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19787790.000000 Penalty: 5965.863281
	Iteration 65Q: 3 clusters Score -1.978779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164956 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -19787794.000000 Penalty: 5965.863281
	Iteration 66Q: 3 clusters Score -1.978779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164986 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19787768.000000 Penalty: 5965.863281
	Iteration 67Q: 3 clusters Score -1.978777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -19787772.000000 Penalty: 5965.863281
	Iteration 68Q: 3 clusters Score -1.978777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -19787786.000000 Penalty: 5965.863281
	Iteration 69Q: 3 clusters Score -1.978779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -19787814.000000 Penalty: 5965.863281
	Iteration 70Q: 3 clusters Score -1.978781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -19787800.000000 Penalty: 5965.863281
	Iteration 71Q: 3 clusters Score -1.97878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19787826.000000 Penalty: 5965.863281
	Iteration 72Q: 3 clusters Score -1.978783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19787808.000000 Penalty: 5965.863281
	Iteration 73Q: 3 clusters Score -1.978781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -19787818.000000 Penalty: 5965.863281
	Iteration 74Q: 3 clusters Score -1.978782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165170 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19787798.000000 Penalty: 5965.863281
	Iteration 75Q: 3 clusters Score -1.97878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165198 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19787822.000000 Penalty: 5965.863281
	Iteration 76Q: 3 clusters Score -1.978782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165218 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19787844.000000 Penalty: 5965.863281
	Iteration 77Q: 3 clusters Score -1.978784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -19787826.000000 Penalty: 5965.863281
	Iteration 78Q: 3 clusters Score -1.978783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19787834.000000 Penalty: 5965.863281
	Iteration 79Q: 3 clusters Score -1.978783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19787812.000000 Penalty: 5965.863281
	Iteration 80F: 3 clusters Score -1.978781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -19787818.000000 Penalty: 5965.863281
	Iteration 81Q: 3 clusters Score -1.978782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19787798.000000 Penalty: 5965.863281
	Iteration 82Q: 3 clusters Score -1.97878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165286 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19787814.000000 Penalty: 5965.863281
	Iteration 83Q: 3 clusters Score -1.978781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19787818.000000 Penalty: 5965.863281
	Iteration 84Q: 3 clusters Score -1.978782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19787806.000000 Penalty: 5965.863281
	Iteration 85Q: 3 clusters Score -1.978781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19787806.000000 Penalty: 5965.863281
	Iteration 86Q: 3 clusters Score -1.978781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19787792.000000 Penalty: 5965.863281
	Iteration 87Q: 3 clusters Score -1.978779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19787794.000000 Penalty: 5965.863281
	Iteration 88Q: 3 clusters Score -1.978779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19787794.000000 Penalty: 5965.863281
	Iteration 89Q: 3 clusters Score -1.978779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19787794.000000 Penalty: 5965.863281
	Iteration 90F: 3 clusters Score -1.978779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2321358.250000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -2321358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2307390.750000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -2307391 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2312038.250000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -2312038 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2312504.750000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -2312505 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2312969.250000 Penalty: 4910.191895
	Iteration 3F: 3 clusters Score -2312969 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2313497.500000 Penalty: 4910.191895
	Iteration 4F: 3 clusters Score -2313498 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2314217.250000 Penalty: 4910.191895
	Iteration 5F: 3 clusters Score -2314217 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2315153.750000 Penalty: 4910.191895
	Iteration 6F: 3 clusters Score -2315154 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2316162.500000 Penalty: 4910.191895
	Iteration 7F: 3 clusters Score -2316162 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2317036.250000 Penalty: 4910.191895
	Iteration 8F: 3 clusters Score -2317036 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2317761.000000 Penalty: 4910.191895
	Iteration 9Q: 3 clusters Score -2317761 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2318279.750000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -2318280 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2318612.500000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -2318612 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2318832.000000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -2318832 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2318996.250000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -2318996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2319199.000000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -2319199 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2319391.000000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -2319391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2319567.000000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -2319567 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2319667.250000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -2319667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2319730.250000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -2319730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2319781.500000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -2319782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2319817.500000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -2319818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2319846.250000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -2319846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2319869.500000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -2319870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2319898.250000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -2319898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2319912.500000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -2319912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2319943.500000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -2319944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2319963.500000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -2319964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2319977.000000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -2319977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2319988.500000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -2319988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2319994.500000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -2319994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2319992.000000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -2319992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2319992.750000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -2319993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2319994.750000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -2319995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2319996.500000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -2319996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2319996.500000 Penalty: 4910.191895
	Iteration 34F: 3 clusters Score -2319996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Entering Unmasked Estep 
Score: -6980780.000000 Penalty: 2724.323242
	Iteration 0F: 2 clusters Score -6980780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6941143.500000 Penalty: 5448.646484
	Iteration 0F: 3 clusters Score -6941144 nChanged 27511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -6956685.500000 Penalty: 5448.646484
	Iteration 1F: 3 clusters Score -6956686 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -6957348.000000 Penalty: 5448.646484
	Iteration 2Q: 3 clusters Score -6957348 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6958078.000000 Penalty: 5448.646484
	Iteration 3Q: 3 clusters Score -6958078 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6959013.000000 Penalty: 5448.646484
	Iteration 4Q: 3 clusters Score -6959013 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -6960177.500000 Penalty: 5448.646484
	Iteration 5Q: 3 clusters Score -6960178 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -6961640.500000 Penalty: 5448.646484
	Iteration 6F: 3 clusters Score -6961640 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6963228.500000 Penalty: 5448.646484
	Iteration 7F: 3 clusters Score -6963228 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -6964842.500000 Penalty: 5448.646484
	Iteration 8F: 3 clusters Score -6964842 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -6966385.500000 Penalty: 5448.646484
	Iteration 9F: 3 clusters Score -6966386 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -6967855.000000 Penalty: 5448.646484
	Iteration 10Q: 3 clusters Score -6967855 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -6968978.500000 Penalty: 5448.646484
	Iteration 11Q: 3 clusters Score -6968978 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -6970046.000000 Penalty: 5448.646484
	Iteration 12Q: 3 clusters Score -6970046 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -6970825.500000 Penalty: 5448.646484
	Iteration 13Q: 3 clusters Score -6970826 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -6971367.500000 Penalty: 5448.646484
	Iteration 14Q: 3 clusters Score -6971368 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6971843.500000 Penalty: 5448.646484
	Iteration 15Q: 3 clusters Score -6971844 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6972255.500000 Penalty: 5448.646484
	Iteration 16Q: 3 clusters Score -6972256 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -6972677.500000 Penalty: 5448.646484
	Iteration 17Q: 3 clusters Score -6972678 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6973110.000000 Penalty: 5448.646484
	Iteration 18Q: 3 clusters Score -6973110 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -6973602.000000 Penalty: 5448.646484
	Iteration 19Q: 3 clusters Score -6973602 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -6974064.000000 Penalty: 5448.646484
	Iteration 20F: 3 clusters Score -6974064 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -6974551.500000 Penalty: 5448.646484
	Iteration 21Q: 3 clusters Score -6974552 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -6974998.500000 Penalty: 5448.646484
	Iteration 22Q: 3 clusters Score -6974998 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6975494.000000 Penalty: 5448.646484
	Iteration 23Q: 3 clusters Score -6975494 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -6975961.500000 Penalty: 5448.646484
	Iteration 24Q: 3 clusters Score -6975962 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6976418.500000 Penalty: 5448.646484
	Iteration 25Q: 3 clusters Score -6976418 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6976768.500000 Penalty: 5448.646484
	Iteration 26Q: 3 clusters Score -6976768 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6977093.500000 Penalty: 5448.646484
	Iteration 27Q: 3 clusters Score -6977094 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6977391.500000 Penalty: 5448.646484
	Iteration 28Q: 3 clusters Score -6977392 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6977614.500000 Penalty: 5448.646484
	Iteration 29Q: 3 clusters Score -6977614 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6977885.500000 Penalty: 5448.646484
	Iteration 30Q: 3 clusters Score -6977886 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6978078.500000 Penalty: 5448.646484
	Iteration 31Q: 3 clusters Score -6978078 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6978210.000000 Penalty: 5448.646484
	Iteration 32Q: 3 clusters Score -6978210 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6978324.000000 Penalty: 5448.646484
	Iteration 33Q: 3 clusters Score -6978324 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6978385.000000 Penalty: 5448.646484
	Iteration 34Q: 3 clusters Score -6978385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6978427.000000 Penalty: 5448.646484
	Iteration 35Q: 3 clusters Score -6978427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6978450.000000 Penalty: 5448.646484
	Iteration 36Q: 3 clusters Score -6978450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6978477.500000 Penalty: 5448.646484
	Iteration 37Q: 3 clusters Score -6978478 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -6978508.500000 Penalty: 5448.646484
	Iteration 38Q: 3 clusters Score -6978508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6978521.500000 Penalty: 5448.646484
	Iteration 39Q: 3 clusters Score -6978522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6978526.500000 Penalty: 5448.646484
	Iteration 40F: 3 clusters Score -6978526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6978546.000000 Penalty: 5448.646484
	Iteration 41Q: 3 clusters Score -6978546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6978549.000000 Penalty: 5448.646484
	Iteration 42Q: 3 clusters Score -6978549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6978556.000000 Penalty: 5448.646484
	Iteration 43Q: 3 clusters Score -6978556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6978575.000000 Penalty: 5448.646484
	Iteration 44Q: 3 clusters Score -6978575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6978589.500000 Penalty: 5448.646484
	Iteration 45Q: 3 clusters Score -6978590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6978598.500000 Penalty: 5448.646484
	Iteration 46Q: 3 clusters Score -6978598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6978602.000000 Penalty: 5448.646484
	Iteration 47Q: 3 clusters Score -6978602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6978597.000000 Penalty: 5448.646484
	Iteration 48Q: 3 clusters Score -6978597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6978600.500000 Penalty: 5448.646484
	Iteration 49Q: 3 clusters Score -6978600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6978610.000000 Penalty: 5448.646484
	Iteration 50Q: 3 clusters Score -6978610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6978616.000000 Penalty: 5448.646484
	Iteration 51Q: 3 clusters Score -6978616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6978605.500000 Penalty: 5448.646484
	Iteration 52Q: 3 clusters Score -6978606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6978611.500000 Penalty: 5448.646484
	Iteration 53Q: 3 clusters Score -6978612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6978608.000000 Penalty: 5448.646484
	Iteration 54Q: 3 clusters Score -6978608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6978600.000000 Penalty: 5448.646484
	Iteration 55Q: 3 clusters Score -6978600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6978604.000000 Penalty: 5448.646484
	Iteration 56Q: 3 clusters Score -6978604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6978617.000000 Penalty: 5448.646484
	Iteration 57Q: 3 clusters Score -6978617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6978618.000000 Penalty: 5448.646484
	Iteration 58Q: 3 clusters Score -6978618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6978634.000000 Penalty: 5448.646484
	Iteration 59Q: 3 clusters Score -6978634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6978628.000000 Penalty: 5448.646484
	Iteration 60F: 3 clusters Score -6978628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6978630.000000 Penalty: 5448.646484
	Iteration 61Q: 3 clusters Score -6978630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6978630.500000 Penalty: 5448.646484
	Iteration 62Q: 3 clusters Score -6978630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6978628.500000 Penalty: 5448.646484
	Iteration 63Q: 3 clusters Score -6978628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6978632.500000 Penalty: 5448.646484
	Iteration 64Q: 3 clusters Score -6978632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6978628.000000 Penalty: 5448.646484
	Iteration 65Q: 3 clusters Score -6978628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6978627.000000 Penalty: 5448.646484
	Iteration 66Q: 3 clusters Score -6978627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6978624.500000 Penalty: 5448.646484
	Iteration 67Q: 3 clusters Score -6978624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6978623.000000 Penalty: 5448.646484
	Iteration 68Q: 3 clusters Score -6978623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6978623.000000 Penalty: 5448.646484
	Iteration 69F: 3 clusters Score -6978623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -723417.312500 Penalty: 2162.350342
	Iteration 0F: 2 clusters Score -723417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -718200.187500 Penalty: 4324.700684
	Iteration 0F: 3 clusters Score -718200.2 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -719476.125000 Penalty: 4324.700684
	Iteration 1F: 3 clusters Score -719476.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -719723.500000 Penalty: 4324.700684
	Iteration 2F: 3 clusters Score -719723.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -719897.562500 Penalty: 4324.700684
	Iteration 3Q: 3 clusters Score -719897.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -720069.000000 Penalty: 4324.700684
	Iteration 4Q: 3 clusters Score -720069 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -720219.562500 Penalty: 4324.700684
	Iteration 5Q: 3 clusters Score -720219.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -720380.312500 Penalty: 4324.700684
	Iteration 6Q: 3 clusters Score -720380.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -720551.250000 Penalty: 4324.700684
	Iteration 7Q: 3 clusters Score -720551.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -720721.500000 Penalty: 4324.700684
	Iteration 8Q: 3 clusters Score -720721.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -720875.687500 Penalty: 4324.700684
	Iteration 9Q: 3 clusters Score -720875.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -721035.937500 Penalty: 4324.700684
	Iteration 10Q: 3 clusters Score -721035.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -721210.750000 Penalty: 4324.700684
	Iteration 11Q: 3 clusters Score -721210.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -721360.000000 Penalty: 4324.700684
	Iteration 12Q: 3 clusters Score -721360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -721495.562500 Penalty: 4324.700684
	Iteration 13Q: 3 clusters Score -721495.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -721607.375000 Penalty: 4324.700684
	Iteration 14Q: 3 clusters Score -721607.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -721686.687500 Penalty: 4324.700684
	Iteration 15Q: 3 clusters Score -721686.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -721745.687500 Penalty: 4324.700684
	Iteration 16Q: 3 clusters Score -721745.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -721801.437500 Penalty: 4324.700684
	Iteration 17Q: 3 clusters Score -721801.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -721848.187500 Penalty: 4324.700684
	Iteration 18Q: 3 clusters Score -721848.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -721880.312500 Penalty: 4324.700684
	Iteration 19Q: 3 clusters Score -721880.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -721896.812500 Penalty: 4324.700684
	Iteration 20F: 3 clusters Score -721896.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -721918.500000 Penalty: 4324.700684
	Iteration 21Q: 3 clusters Score -721918.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -721931.187500 Penalty: 4324.700684
	Iteration 22Q: 3 clusters Score -721931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -721944.937500 Penalty: 4324.700684
	Iteration 23Q: 3 clusters Score -721944.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -721954.625000 Penalty: 4324.700684
	Iteration 24Q: 3 clusters Score -721954.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -721958.250000 Penalty: 4324.700684
	Iteration 25Q: 3 clusters Score -721958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -721965.125000 Penalty: 4324.700684
	Iteration 26Q: 3 clusters Score -721965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -721969.937500 Penalty: 4324.700684
	Iteration 27Q: 3 clusters Score -721969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -721972.062500 Penalty: 4324.700684
	Iteration 28Q: 3 clusters Score -721972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -721974.375000 Penalty: 4324.700684
	Iteration 29Q: 3 clusters Score -721974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -721974.187500 Penalty: 4324.700684
	Iteration 30Q: 3 clusters Score -721974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -721973.312500 Penalty: 4324.700684
	Iteration 31Q: 3 clusters Score -721973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -721976.125000 Penalty: 4324.700684
	Iteration 32Q: 3 clusters Score -721976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -721976.562500 Penalty: 4324.700684
	Iteration 33Q: 3 clusters Score -721976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -721978.000000 Penalty: 4324.700684
	Iteration 34Q: 3 clusters Score -721978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -721977.750000 Penalty: 4324.700684
	Iteration 35Q: 3 clusters Score -721977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -721977.875000 Penalty: 4324.700684
	Iteration 36Q: 3 clusters Score -721977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -721977.875000 Penalty: 4324.700684
	Iteration 37F: 3 clusters Score -721977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Entering Unmasked Estep 
Score: -3984585.250000 Penalty: 2595.295654
	Iteration 0F: 2 clusters Score -3984585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3960437.250000 Penalty: 5190.591309
	Iteration 0F: 3 clusters Score -3960437 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3969401.000000 Penalty: 5190.591309
	Iteration 1F: 3 clusters Score -3969401 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3970078.000000 Penalty: 5190.591309
	Iteration 2Q: 3 clusters Score -3970078 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3970952.750000 Penalty: 5190.591309
	Iteration 3Q: 3 clusters Score -3970953 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3971952.000000 Penalty: 5190.591309
	Iteration 4F: 3 clusters Score -3971952 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3973028.500000 Penalty: 5190.591309
	Iteration 5F: 3 clusters Score -3973028 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3974299.750000 Penalty: 5190.591309
	Iteration 6F: 3 clusters Score -3974300 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3975762.000000 Penalty: 5190.591309
	Iteration 7F: 3 clusters Score -3975762 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3977359.000000 Penalty: 5190.591309
	Iteration 8F: 3 clusters Score -3977359 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3978944.250000 Penalty: 5190.591309
	Iteration 9F: 3 clusters Score -3978944 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3980524.500000 Penalty: 5190.591309
	Iteration 10F: 3 clusters Score -3980524 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3981971.000000 Penalty: 5190.591309
	Iteration 11Q: 3 clusters Score -3981971 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3982899.000000 Penalty: 5190.591309
	Iteration 12Q: 3 clusters Score -3982899 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -3983259.000000 Penalty: 5190.591309
	Iteration 13Q: 3 clusters Score -3983259 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3983421.250000 Penalty: 5190.591309
	Iteration 14Q: 3 clusters Score -3983421 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3983504.250000 Penalty: 5190.591309
	Iteration 15Q: 3 clusters Score -3983504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3983576.750000 Penalty: 5190.591309
	Iteration 16Q: 3 clusters Score -3983577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -3983605.500000 Penalty: 5190.591309
	Iteration 17Q: 3 clusters Score -3983606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -3983625.000000 Penalty: 5190.591309
	Iteration 18Q: 3 clusters Score -3983625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3983638.000000 Penalty: 5190.591309
	Iteration 19Q: 3 clusters Score -3983638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3983639.250000 Penalty: 5190.591309
	Iteration 20F: 3 clusters Score -3983639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -3983649.500000 Penalty: 5190.591309
	Iteration 21Q: 3 clusters Score -3983650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -3983644.750000 Penalty: 5190.591309
	Iteration 22Q: 3 clusters Score -3983645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3983643.500000 Penalty: 5190.591309
	Iteration 23Q: 3 clusters Score -3983644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3983650.000000 Penalty: 5190.591309
	Iteration 24Q: 3 clusters Score -3983650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3983650.000000 Penalty: 5190.591309
	Iteration 25Q: 3 clusters Score -3983650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3983656.000000 Penalty: 5190.591309
	Iteration 26Q: 3 clusters Score -3983656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -3983656.000000 Penalty: 5190.591309
	Iteration 27F: 3 clusters Score -3983656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -198935.359375 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -198935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -196415.187500 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -196415.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196866.062500 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -196866.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197013.812500 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -197013.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197077.781250 Penalty: 3725.173340
	Iteration 3Q: 3 clusters Score -197077.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197131.218750 Penalty: 3725.173340
	Iteration 4Q: 3 clusters Score -197131.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197164.531250 Penalty: 3725.173340
	Iteration 5Q: 3 clusters Score -197164.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197185.578125 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -197185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197207.468750 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -197207.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197223.468750 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -197223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197238.484375 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -197238.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197247.000000 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -197247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197251.921875 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -197251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197260.390625 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -197260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197264.187500 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -197264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197265.406250 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -197265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197266.812500 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -197266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197266.812500 Penalty: 3725.173340
	Iteration 16F: 3 clusters Score -197266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -97339.257812 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -97339.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95519.507812 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -95519.51 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95836.476562 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -95836.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95941.453125 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -95941.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96008.656250 Penalty: 3387.577881
	Iteration 3Q: 3 clusters Score -96008.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96049.882812 Penalty: 3387.577881
	Iteration 4Q: 3 clusters Score -96049.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96085.937500 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -96085.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96099.007812 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -96099.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96109.000000 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -96109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96116.640625 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -96116.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96120.476562 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -96120.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96123.671875 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -96123.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96129.976562 Penalty: 3387.577881
	Iteration 11Q: 3 clusters Score -96129.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96133.523438 Penalty: 3387.577881
	Iteration 12Q: 3 clusters Score -96133.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96135.242188 Penalty: 3387.577881
	Iteration 13Q: 3 clusters Score -96135.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96137.429688 Penalty: 3387.577881
	Iteration 14Q: 3 clusters Score -96137.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -96138.625000 Penalty: 3387.577881
	Iteration 15Q: 3 clusters Score -96138.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96141.664062 Penalty: 3387.577881
	Iteration 16Q: 3 clusters Score -96141.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96141.664062 Penalty: 3387.577881
	Iteration 17F: 3 clusters Score -96141.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -866018.187500 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -866018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -860087.562500 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -860087.6 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -861622.812500 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -861622.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -861839.187500 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -861839.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -861978.937500 Penalty: 4414.672363
	Iteration 3Q: 3 clusters Score -861978.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -862070.062500 Penalty: 4414.672363
	Iteration 4Q: 3 clusters Score -862070.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -862121.187500 Penalty: 4414.672363
	Iteration 5Q: 3 clusters Score -862121.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -862169.250000 Penalty: 4414.672363
	Iteration 6Q: 3 clusters Score -862169.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -862211.500000 Penalty: 4414.672363
	Iteration 7Q: 3 clusters Score -862211.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -862239.500000 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -862239.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -862260.312500 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -862260.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -862276.437500 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -862276.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -862296.562500 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -862296.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -862310.812500 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -862310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -862322.625000 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -862322.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -862332.187500 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -862332.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -862343.812500 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -862343.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -862356.062500 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -862356.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -862368.812500 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -862368.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -862384.500000 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -862384.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -862399.562500 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -862399.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -862413.687500 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -862413.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -862431.062500 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -862431.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -862450.750000 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -862450.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -862467.687500 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -862467.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -862489.062500 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -862489.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -862509.812500 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -862509.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -862527.187500 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -862527.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -862545.500000 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -862545.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -862566.812500 Penalty: 4414.672363
	Iteration 28Q: 3 clusters Score -862566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -862595.437500 Penalty: 4414.672363
	Iteration 29Q: 3 clusters Score -862595.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -862626.937500 Penalty: 4414.672363
	Iteration 30Q: 3 clusters Score -862626.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -862655.500000 Penalty: 4414.672363
	Iteration 31Q: 3 clusters Score -862655.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -862692.312500 Penalty: 4414.672363
	Iteration 32Q: 3 clusters Score -862692.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -862729.000000 Penalty: 4414.672363
	Iteration 33Q: 3 clusters Score -862729 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -862766.250000 Penalty: 4414.672363
	Iteration 34Q: 3 clusters Score -862766.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -862809.062500 Penalty: 4414.672363
	Iteration 35Q: 3 clusters Score -862809.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -862861.000000 Penalty: 4414.672363
	Iteration 36Q: 3 clusters Score -862861 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -862924.375000 Penalty: 4414.672363
	Iteration 37Q: 3 clusters Score -862924.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -862993.500000 Penalty: 4414.672363
	Iteration 38Q: 3 clusters Score -862993.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -863074.125000 Penalty: 4414.672363
	Iteration 39Q: 3 clusters Score -863074.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -863172.000000 Penalty: 4414.672363
	Iteration 40F: 3 clusters Score -863172 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -863282.000000 Penalty: 4414.672363
	Iteration 41Q: 3 clusters Score -863282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -863399.437500 Penalty: 4414.672363
	Iteration 42Q: 3 clusters Score -863399.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -863513.562500 Penalty: 4414.672363
	Iteration 43Q: 3 clusters Score -863513.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -863610.875000 Penalty: 4414.672363
	Iteration 44Q: 3 clusters Score -863610.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -863675.375000 Penalty: 4414.672363
	Iteration 45Q: 3 clusters Score -863675.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -863728.437500 Penalty: 4414.672363
	Iteration 46Q: 3 clusters Score -863728.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -863777.375000 Penalty: 4414.672363
	Iteration 47Q: 3 clusters Score -863777.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -863818.562500 Penalty: 4414.672363
	Iteration 48Q: 3 clusters Score -863818.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -863853.625000 Penalty: 4414.672363
	Iteration 49Q: 3 clusters Score -863853.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -863881.562500 Penalty: 4414.672363
	Iteration 50Q: 3 clusters Score -863881.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -863908.375000 Penalty: 4414.672363
	Iteration 51Q: 3 clusters Score -863908.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -863934.500000 Penalty: 4414.672363
	Iteration 52Q: 3 clusters Score -863934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -863949.625000 Penalty: 4414.672363
	Iteration 53Q: 3 clusters Score -863949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -863965.812500 Penalty: 4414.672363
	Iteration 54Q: 3 clusters Score -863965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -863972.750000 Penalty: 4414.672363
	Iteration 55Q: 3 clusters Score -863972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -863979.937500 Penalty: 4414.672363
	Iteration 56Q: 3 clusters Score -863979.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -863987.562500 Penalty: 4414.672363
	Iteration 57Q: 3 clusters Score -863987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -864001.125000 Penalty: 4414.672363
	Iteration 58Q: 3 clusters Score -864001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -864009.125000 Penalty: 4414.672363
	Iteration 59Q: 3 clusters Score -864009.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -864015.812500 Penalty: 4414.672363
	Iteration 60F: 3 clusters Score -864015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -864021.375000 Penalty: 4414.672363
	Iteration 61Q: 3 clusters Score -864021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -864024.500000 Penalty: 4414.672363
	Iteration 62Q: 3 clusters Score -864024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -864031.625000 Penalty: 4414.672363
	Iteration 63Q: 3 clusters Score -864031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -864036.750000 Penalty: 4414.672363
	Iteration 64Q: 3 clusters Score -864036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -864040.000000 Penalty: 4414.672363
	Iteration 65Q: 3 clusters Score -864040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -864040.062500 Penalty: 4414.672363
	Iteration 66Q: 3 clusters Score -864040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -864043.312500 Penalty: 4414.672363
	Iteration 67Q: 3 clusters Score -864043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -864043.312500 Penalty: 4414.672363
	Iteration 68F: 3 clusters Score -864043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62910.671875 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -62910.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61353.308594 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -61353.31 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61553.140625 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -61553.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61649.191406 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -61649.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61713.882812 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -61713.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61870.871094 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -61870.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62028.910156 Penalty: 3170.390869
	Iteration 5F: 3 clusters Score -62028.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62308.132812 Penalty: 3170.390869
	Iteration 6F: 3 clusters Score -62308.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62471.023438 Penalty: 3170.390869
	Iteration 7F: 3 clusters Score -62471.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62529.812500 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -62529.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62553.445312 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -62553.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62578.414062 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -62578.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62593.695312 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -62593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62593.695312 Penalty: 3170.390869
	Iteration 12F: 3 clusters Score -62593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 181884 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70539 members 
Mstep: Class 7 contains 212609 members 
Mstep: Class 9 contains 158853 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167368 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58993 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35063 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069384.000000 Penalty: 61757.199219
Iteration 159Q: 19 clusters Score -1.180694e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 181890 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 212601 members 
Mstep: Class 9 contains 158854 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58993 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35054 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7351 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069416.000000 Penalty: 61757.199219
Iteration 160F: 19 clusters Score -1.180694e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 63351 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 212598 members 
Mstep: Class 9 contains 158861 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58992 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35044 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069480.000000 Penalty: 61757.199219
Iteration 161Q: 19 clusters Score -1.180695e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 63352 members 
Mstep: Class 3 contains 181893 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70539 members 
Mstep: Class 7 contains 212603 members 
Mstep: Class 9 contains 158858 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167368 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58992 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35039 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069456.000000 Penalty: 61757.199219
Iteration 162Q: 19 clusters Score -1.180695e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 63349 members 
Mstep: Class 3 contains 181893 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70539 members 
Mstep: Class 7 contains 212593 members 
Mstep: Class 9 contains 158866 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167368 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58992 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 35040 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7378 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069560.000000 Penalty: 61757.199219
Iteration 163Q: 19 clusters Score -1.180696e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 63345 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70539 members 
Mstep: Class 7 contains 212586 members 
Mstep: Class 9 contains 158875 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167369 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58993 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 35040 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7381 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069536.000000 Penalty: 61757.199219
Iteration 164Q: 19 clusters Score -1.180695e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 63346 members 
Mstep: Class 3 contains 181894 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70542 members 
Mstep: Class 7 contains 212571 members 
Mstep: Class 9 contains 158879 members 
Mstep: Class 10 contains 2862 members 
Mstep: Class 11 contains 167370 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58992 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 35040 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7384 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069616.000000 Penalty: 61757.199219
Iteration 165Q: 19 clusters Score -1.180696e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 63346 members 
Mstep: Class 3 contains 181897 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70542 members 
Mstep: Class 7 contains 212569 members 
Mstep: Class 9 contains 158879 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58991 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35046 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7382 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069616.000000 Penalty: 61757.199219
Iteration 166Q: 19 clusters Score -1.180696e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 63345 members 
Mstep: Class 3 contains 181897 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70542 members 
Mstep: Class 7 contains 212566 members 
Mstep: Class 9 contains 158888 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35043 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7383 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069648.000000 Penalty: 61757.199219
Iteration 167Q: 19 clusters Score -1.180696e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 63342 members 
Mstep: Class 3 contains 181895 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70541 members 
Mstep: Class 7 contains 212562 members 
Mstep: Class 9 contains 158900 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167362 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35042 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069648.000000 Penalty: 61757.199219
Iteration 168Q: 19 clusters Score -1.180696e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 63339 members 
Mstep: Class 3 contains 181895 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 212555 members 
Mstep: Class 9 contains 158904 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167363 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35039 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7390 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069656.000000 Penalty: 61757.199219
Iteration 169Q: 19 clusters Score -1.180697e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 63339 members 
Mstep: Class 3 contains 181895 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 212548 members 
Mstep: Class 9 contains 158911 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167365 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35034 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7394 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069640.000000 Penalty: 61757.199219
Iteration 170Q: 19 clusters Score -1.180696e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 63340 members 
Mstep: Class 3 contains 181895 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 212547 members 
Mstep: Class 9 contains 158909 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167367 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35034 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069664.000000 Penalty: 61757.199219
Iteration 171Q: 19 clusters Score -1.180697e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 63341 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70543 members 
Mstep: Class 7 contains 212545 members 
Mstep: Class 9 contains 158911 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35030 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7399 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069584.000000 Penalty: 61757.199219
Iteration 172Q: 19 clusters Score -1.180696e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 63343 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70542 members 
Mstep: Class 7 contains 212542 members 
Mstep: Class 9 contains 158910 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35023 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069576.000000 Penalty: 61757.199219
Iteration 173Q: 19 clusters Score -1.180696e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 63342 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 212547 members 
Mstep: Class 9 contains 158915 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35018 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7412 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069696.000000 Penalty: 61757.199219
Iteration 174Q: 19 clusters Score -1.180697e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 63343 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70537 members 
Mstep: Class 7 contains 212554 members 
Mstep: Class 9 contains 158913 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167380 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35015 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7410 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069632.000000 Penalty: 61757.199219
Iteration 175Q: 19 clusters Score -1.180696e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 63342 members 
Mstep: Class 3 contains 181889 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70537 members 
Mstep: Class 7 contains 212560 members 
Mstep: Class 9 contains 158908 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167384 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35010 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069640.000000 Penalty: 61757.199219
Iteration 176Q: 19 clusters Score -1.180696e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 63337 members 
Mstep: Class 3 contains 181888 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70536 members 
Mstep: Class 7 contains 212567 members 
Mstep: Class 9 contains 158905 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167388 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35005 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7417 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069648.000000 Penalty: 61757.199219
Iteration 177Q: 19 clusters Score -1.180696e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 63332 members 
Mstep: Class 3 contains 181890 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70535 members 
Mstep: Class 7 contains 212577 members 
Mstep: Class 9 contains 158905 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167386 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 35002 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7417 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069632.000000 Penalty: 61757.199219
Iteration 178Q: 19 clusters Score -1.180696e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 63331 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212583 members 
Mstep: Class 9 contains 158903 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167383 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34997 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7424 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069680.000000 Penalty: 61757.199219
Iteration 179Q: 19 clusters Score -1.180697e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 63330 members 
Mstep: Class 3 contains 181893 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212591 members 
Mstep: Class 9 contains 158905 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34995 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7426 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069624.000000 Penalty: 61757.199219
Iteration 180F: 19 clusters Score -1.180696e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 63328 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70534 members 
Mstep: Class 7 contains 212597 members 
Mstep: Class 9 contains 158906 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167379 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34985 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7431 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069600.000000 Penalty: 61757.199219
Iteration 181Q: 19 clusters Score -1.180696e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 63327 members 
Mstep: Class 3 contains 181890 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70533 members 
Mstep: Class 7 contains 212609 members 
Mstep: Class 9 contains 158903 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167379 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34975 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069616.000000 Penalty: 61757.199219
Iteration 182Q: 19 clusters Score -1.180696e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 63324 members 
Mstep: Class 3 contains 181892 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70532 members 
Mstep: Class 7 contains 212609 members 
Mstep: Class 9 contains 158907 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34967 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7445 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069576.000000 Penalty: 61757.199219
Iteration 183Q: 19 clusters Score -1.180696e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 63323 members 
Mstep: Class 3 contains 181888 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70531 members 
Mstep: Class 7 contains 212611 members 
Mstep: Class 9 contains 158908 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167379 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34962 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7451 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069536.000000 Penalty: 61757.199219
Iteration 184Q: 19 clusters Score -1.180695e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 63324 members 
Mstep: Class 3 contains 181888 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70531 members 
Mstep: Class 7 contains 212615 members 
Mstep: Class 9 contains 158908 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34959 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7453 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 185Q: 19 clusters Score -1.180695e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 63323 members 
Mstep: Class 3 contains 181889 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70531 members 
Mstep: Class 7 contains 212621 members 
Mstep: Class 9 contains 158909 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167373 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58990 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34954 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069576.000000 Penalty: 61757.199219
Iteration 186Q: 19 clusters Score -1.180696e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 181889 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70531 members 
Mstep: Class 7 contains 212627 members 
Mstep: Class 9 contains 158909 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34955 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7451 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069496.000000 Penalty: 61757.199219
Iteration 187Q: 19 clusters Score -1.180695e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70530 members 
Mstep: Class 7 contains 212629 members 
Mstep: Class 9 contains 158908 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34955 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069488.000000 Penalty: 61757.199219
Iteration 188Q: 19 clusters Score -1.180695e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212633 members 
Mstep: Class 9 contains 158911 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58989 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34953 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 189Q: 19 clusters Score -1.180695e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181891 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212634 members 
Mstep: Class 9 contains 158914 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167369 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34951 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7450 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 190Q: 19 clusters Score -1.180696e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181889 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 212630 members 
Mstep: Class 9 contains 158914 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58988 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34950 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7454 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069560.000000 Penalty: 61757.199219
Iteration 191Q: 19 clusters Score -1.180696e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181887 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212624 members 
Mstep: Class 9 contains 158915 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58987 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34950 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7457 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069576.000000 Penalty: 61757.199219
Iteration 192Q: 19 clusters Score -1.180696e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181884 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212626 members 
Mstep: Class 9 contains 158917 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34946 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7461 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 193Q: 19 clusters Score -1.180695e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181883 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212622 members 
Mstep: Class 9 contains 158919 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 194Q: 19 clusters Score -1.180695e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181881 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212620 members 
Mstep: Class 9 contains 158920 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167381 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 195Q: 19 clusters Score -1.180695e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181880 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212622 members 
Mstep: Class 9 contains 158920 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167380 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 196Q: 19 clusters Score -1.180695e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181881 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212617 members 
Mstep: Class 9 contains 158925 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167379 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7468 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069568.000000 Penalty: 61757.199219
Iteration 197Q: 19 clusters Score -1.180696e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 63320 members 
Mstep: Class 3 contains 181882 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 212618 members 
Mstep: Class 9 contains 158927 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34940 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7470 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069568.000000 Penalty: 61757.199219
Iteration 198Q: 19 clusters Score -1.180696e+08 nChanged 15
Entering ConstructFrom: 
Score: -118069568.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (18868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Entering Unmasked Estep 
Score: -2248471.250000 Penalty: 2441.615234
	Iteration 0F: 2 clusters Score -2248471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2235063.250000 Penalty: 4883.230469
	Iteration 0F: 3 clusters Score -2235063 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2239473.250000 Penalty: 4883.230469
	Iteration 1F: 3 clusters Score -2239473 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2240019.750000 Penalty: 4883.230469
	Iteration 2F: 3 clusters Score -2240020 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2240603.750000 Penalty: 4883.230469
	Iteration 3F: 3 clusters Score -2240604 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2241253.500000 Penalty: 4883.230469
	Iteration 4F: 3 clusters Score -2241254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2242031.500000 Penalty: 4883.230469
	Iteration 5F: 3 clusters Score -2242032 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2242991.500000 Penalty: 4883.230469
	Iteration 6F: 3 clusters Score -2242992 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2244077.750000 Penalty: 4883.230469
	Iteration 7F: 3 clusters Score -2244078 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2245055.000000 Penalty: 4883.230469
	Iteration 8F: 3 clusters Score -2245055 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2245676.250000 Penalty: 4883.230469
	Iteration 9Q: 3 clusters Score -2245676 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2245953.250000 Penalty: 4883.230469
	Iteration 10Q: 3 clusters Score -2245953 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2246076.750000 Penalty: 4883.230469
	Iteration 11Q: 3 clusters Score -2246077 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2246156.750000 Penalty: 4883.230469
	Iteration 12Q: 3 clusters Score -2246157 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2246236.000000 Penalty: 4883.230469
	Iteration 13Q: 3 clusters Score -2246236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2246292.000000 Penalty: 4883.230469
	Iteration 14Q: 3 clusters Score -2246292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2246327.000000 Penalty: 4883.230469
	Iteration 15Q: 3 clusters Score -2246327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2246368.250000 Penalty: 4883.230469
	Iteration 16Q: 3 clusters Score -2246368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2246388.250000 Penalty: 4883.230469
	Iteration 17Q: 3 clusters Score -2246388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2246415.750000 Penalty: 4883.230469
	Iteration 18Q: 3 clusters Score -2246416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2246443.000000 Penalty: 4883.230469
	Iteration 19Q: 3 clusters Score -2246443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2246463.500000 Penalty: 4883.230469
	Iteration 20F: 3 clusters Score -2246464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2246489.750000 Penalty: 4883.230469
	Iteration 21Q: 3 clusters Score -2246490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2246509.000000 Penalty: 4883.230469
	Iteration 22Q: 3 clusters Score -2246509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2246517.750000 Penalty: 4883.230469
	Iteration 23Q: 3 clusters Score -2246518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2246535.750000 Penalty: 4883.230469
	Iteration 24Q: 3 clusters Score -2246536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2246545.750000 Penalty: 4883.230469
	Iteration 25Q: 3 clusters Score -2246546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2246550.500000 Penalty: 4883.230469
	Iteration 26Q: 3 clusters Score -2246550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2246556.250000 Penalty: 4883.230469
	Iteration 27Q: 3 clusters Score -2246556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2246563.500000 Penalty: 4883.230469
	Iteration 28Q: 3 clusters Score -2246564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2246570.500000 Penalty: 4883.230469
	Iteration 29Q: 3 clusters Score -2246570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2246571.000000 Penalty: 4883.230469
	Iteration 30Q: 3 clusters Score -2246571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2246577.000000 Penalty: 4883.230469
	Iteration 31Q: 3 clusters Score -2246577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2246573.000000 Penalty: 4883.230469
	Iteration 32Q: 3 clusters Score -2246573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2246577.750000 Penalty: 4883.230469
	Iteration 33Q: 3 clusters Score -2246578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2246579.750000 Penalty: 4883.230469
	Iteration 34Q: 3 clusters Score -2246580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2246578.500000 Penalty: 4883.230469
	Iteration 35Q: 3 clusters Score -2246578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2246580.250000 Penalty: 4883.230469
	Iteration 36Q: 3 clusters Score -2246580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2246579.750000 Penalty: 4883.230469
	Iteration 37Q: 3 clusters Score -2246580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2246584.500000 Penalty: 4883.230469
	Iteration 38Q: 3 clusters Score -2246584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2246584.000000 Penalty: 4883.230469
	Iteration 39Q: 3 clusters Score -2246584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2246586.250000 Penalty: 4883.230469
	Iteration 40F: 3 clusters Score -2246586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2246586.000000 Penalty: 4883.230469
	Iteration 41Q: 3 clusters Score -2246586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2246588.500000 Penalty: 4883.230469
	Iteration 42Q: 3 clusters Score -2246588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2246591.000000 Penalty: 4883.230469
	Iteration 43Q: 3 clusters Score -2246591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2246596.250000 Penalty: 4883.230469
	Iteration 44Q: 3 clusters Score -2246596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2246590.500000 Penalty: 4883.230469
	Iteration 45Q: 3 clusters Score -2246590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2246590.750000 Penalty: 4883.230469
	Iteration 46Q: 3 clusters Score -2246591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2246591.000000 Penalty: 4883.230469
	Iteration 47Q: 3 clusters Score -2246591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2246592.500000 Penalty: 4883.230469
	Iteration 48Q: 3 clusters Score -2246592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2246596.000000 Penalty: 4883.230469
	Iteration 49Q: 3 clusters Score -2246596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2246599.000000 Penalty: 4883.230469
	Iteration 50Q: 3 clusters Score -2246599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2246603.000000 Penalty: 4883.230469
	Iteration 51Q: 3 clusters Score -2246603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2246602.250000 Penalty: 4883.230469
	Iteration 52Q: 3 clusters Score -2246602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2246601.500000 Penalty: 4883.230469
	Iteration 53Q: 3 clusters Score -2246602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2246601.250000 Penalty: 4883.230469
	Iteration 54Q: 3 clusters Score -2246601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2246604.000000 Penalty: 4883.230469
	Iteration 55Q: 3 clusters Score -2246604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2246607.750000 Penalty: 4883.230469
	Iteration 56Q: 3 clusters Score -2246608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2246603.750000 Penalty: 4883.230469
	Iteration 57Q: 3 clusters Score -2246604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2246604.000000 Penalty: 4883.230469
	Iteration 58Q: 3 clusters Score -2246604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2246607.750000 Penalty: 4883.230469
	Iteration 59Q: 3 clusters Score -2246608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2246611.000000 Penalty: 4883.230469
	Iteration 60F: 3 clusters Score -2246611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2246614.750000 Penalty: 4883.230469
	Iteration 61Q: 3 clusters Score -2246615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2246615.000000 Penalty: 4883.230469
	Iteration 62Q: 3 clusters Score -2246615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2246615.250000 Penalty: 4883.230469
	Iteration 63Q: 3 clusters Score -2246615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2246622.000000 Penalty: 4883.230469
	Iteration 64Q: 3 clusters Score -2246622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2246622.750000 Penalty: 4883.230469
	Iteration 65Q: 3 clusters Score -2246623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2246621.750000 Penalty: 4883.230469
	Iteration 66Q: 3 clusters Score -2246622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2246623.500000 Penalty: 4883.230469
	Iteration 67Q: 3 clusters Score -2246624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2246623.000000 Penalty: 4883.230469
	Iteration 68Q: 3 clusters Score -2246623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2246624.500000 Penalty: 4883.230469
	Iteration 69Q: 3 clusters Score -2246624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2246624.500000 Penalty: 4883.230469
	Iteration 70F: 3 clusters Score -2246624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63319 members 
Entering Unmasked Estep 
Score: -7533311.500000 Penalty: 2741.873291
	Iteration 0F: 2 clusters Score -7533312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -7490991.500000 Penalty: 5483.746582
	Iteration 0F: 3 clusters Score -7490992 nChanged 29524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -7507452.500000 Penalty: 5483.746582
	Iteration 1F: 3 clusters Score -7507452 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7508054.000000 Penalty: 5483.746582
	Iteration 2Q: 3 clusters Score -7508054 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7508617.000000 Penalty: 5483.746582
	Iteration 3Q: 3 clusters Score -7508617 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -7509278.500000 Penalty: 5483.746582
	Iteration 4Q: 3 clusters Score -7509278 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -7510146.000000 Penalty: 5483.746582
	Iteration 5Q: 3 clusters Score -7510146 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7511526.000000 Penalty: 5483.746582
	Iteration 6Q: 3 clusters Score -7511526 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -7513596.500000 Penalty: 5483.746582
	Iteration 7F: 3 clusters Score -7513596 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7516604.500000 Penalty: 5483.746582
	Iteration 8F: 3 clusters Score -7516604 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -7520539.000000 Penalty: 5483.746582
	Iteration 9F: 3 clusters Score -7520539 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -7524050.000000 Penalty: 5483.746582
	Iteration 10F: 3 clusters Score -7524050 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -7526206.500000 Penalty: 5483.746582
	Iteration 11Q: 3 clusters Score -7526206 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -7527276.000000 Penalty: 5483.746582
	Iteration 12Q: 3 clusters Score -7527276 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -7527944.000000 Penalty: 5483.746582
	Iteration 13Q: 3 clusters Score -7527944 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -7528423.500000 Penalty: 5483.746582
	Iteration 14Q: 3 clusters Score -7528424 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -7528884.000000 Penalty: 5483.746582
	Iteration 15Q: 3 clusters Score -7528884 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -7529247.000000 Penalty: 5483.746582
	Iteration 16Q: 3 clusters Score -7529247 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -7529502.000000 Penalty: 5483.746582
	Iteration 17Q: 3 clusters Score -7529502 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7529736.500000 Penalty: 5483.746582
	Iteration 18Q: 3 clusters Score -7529736 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -7529877.000000 Penalty: 5483.746582
	Iteration 19Q: 3 clusters Score -7529877 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -7530032.000000 Penalty: 5483.746582
	Iteration 20F: 3 clusters Score -7530032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -7530173.000000 Penalty: 5483.746582
	Iteration 21Q: 3 clusters Score -7530173 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -7530289.500000 Penalty: 5483.746582
	Iteration 22Q: 3 clusters Score -7530290 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7530390.500000 Penalty: 5483.746582
	Iteration 23Q: 3 clusters Score -7530390 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7530481.500000 Penalty: 5483.746582
	Iteration 24Q: 3 clusters Score -7530482 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -7530569.500000 Penalty: 5483.746582
	Iteration 25Q: 3 clusters Score -7530570 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7530643.500000 Penalty: 5483.746582
	Iteration 26Q: 3 clusters Score -7530644 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -7530685.000000 Penalty: 5483.746582
	Iteration 27Q: 3 clusters Score -7530685 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7530750.000000 Penalty: 5483.746582
	Iteration 28Q: 3 clusters Score -7530750 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7530814.500000 Penalty: 5483.746582
	Iteration 29Q: 3 clusters Score -7530814 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -7530911.500000 Penalty: 5483.746582
	Iteration 30Q: 3 clusters Score -7530912 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7530965.000000 Penalty: 5483.746582
	Iteration 31Q: 3 clusters Score -7530965 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7531012.500000 Penalty: 5483.746582
	Iteration 32Q: 3 clusters Score -7531012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7531070.500000 Penalty: 5483.746582
	Iteration 33Q: 3 clusters Score -7531070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7531102.000000 Penalty: 5483.746582
	Iteration 34Q: 3 clusters Score -7531102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7531139.500000 Penalty: 5483.746582
	Iteration 35Q: 3 clusters Score -7531140 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7531186.000000 Penalty: 5483.746582
	Iteration 36Q: 3 clusters Score -7531186 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -7531234.500000 Penalty: 5483.746582
	Iteration 37Q: 3 clusters Score -7531234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7531259.500000 Penalty: 5483.746582
	Iteration 38Q: 3 clusters Score -7531260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7531299.000000 Penalty: 5483.746582
	Iteration 39Q: 3 clusters Score -7531299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -7531329.500000 Penalty: 5483.746582
	Iteration 40F: 3 clusters Score -7531330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7531362.000000 Penalty: 5483.746582
	Iteration 41Q: 3 clusters Score -7531362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -7531397.500000 Penalty: 5483.746582
	Iteration 42Q: 3 clusters Score -7531398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7531415.500000 Penalty: 5483.746582
	Iteration 43Q: 3 clusters Score -7531416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7531422.000000 Penalty: 5483.746582
	Iteration 44Q: 3 clusters Score -7531422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7531436.000000 Penalty: 5483.746582
	Iteration 45Q: 3 clusters Score -7531436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7531438.500000 Penalty: 5483.746582
	Iteration 46Q: 3 clusters Score -7531438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7531459.000000 Penalty: 5483.746582
	Iteration 47Q: 3 clusters Score -7531459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7531468.000000 Penalty: 5483.746582
	Iteration 48Q: 3 clusters Score -7531468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7531473.500000 Penalty: 5483.746582
	Iteration 49Q: 3 clusters Score -7531474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7531491.500000 Penalty: 5483.746582
	Iteration 50Q: 3 clusters Score -7531492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7531499.000000 Penalty: 5483.746582
	Iteration 51Q: 3 clusters Score -7531499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7531511.000000 Penalty: 5483.746582
	Iteration 52Q: 3 clusters Score -7531511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7531517.000000 Penalty: 5483.746582
	Iteration 53Q: 3 clusters Score -7531517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7531512.000000 Penalty: 5483.746582
	Iteration 54Q: 3 clusters Score -7531512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7531491.500000 Penalty: 5483.746582
	Iteration 55Q: 3 clusters Score -7531492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7531500.000000 Penalty: 5483.746582
	Iteration 56Q: 3 clusters Score -7531500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7531493.000000 Penalty: 5483.746582
	Iteration 57Q: 3 clusters Score -7531493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7531494.500000 Penalty: 5483.746582
	Iteration 58Q: 3 clusters Score -7531494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7531489.500000 Penalty: 5483.746582
	Iteration 59Q: 3 clusters Score -7531490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7531504.500000 Penalty: 5483.746582
	Iteration 60F: 3 clusters Score -7531504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7531509.000000 Penalty: 5483.746582
	Iteration 61Q: 3 clusters Score -7531509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7531510.500000 Penalty: 5483.746582
	Iteration 62Q: 3 clusters Score -7531510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7531509.000000 Penalty: 5483.746582
	Iteration 63Q: 3 clusters Score -7531509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7531508.500000 Penalty: 5483.746582
	Iteration 64Q: 3 clusters Score -7531508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7531513.500000 Penalty: 5483.746582
	Iteration 65Q: 3 clusters Score -7531514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7531513.500000 Penalty: 5483.746582
	Iteration 66Q: 3 clusters Score -7531514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7531525.000000 Penalty: 5483.746582
	Iteration 67Q: 3 clusters Score -7531525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7531537.500000 Penalty: 5483.746582
	Iteration 68Q: 3 clusters Score -7531538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7531545.500000 Penalty: 5483.746582
	Iteration 69Q: 3 clusters Score -7531546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7531543.000000 Penalty: 5483.746582
	Iteration 70Q: 3 clusters Score -7531543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7531543.500000 Penalty: 5483.746582
	Iteration 71Q: 3 clusters Score -7531544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7531535.500000 Penalty: 5483.746582
	Iteration 72Q: 3 clusters Score -7531536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7531535.500000 Penalty: 5483.746582
	Iteration 73Q: 3 clusters Score -7531536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7531535.500000 Penalty: 5483.746582
	Iteration 74F: 3 clusters Score -7531536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Entering Unmasked Estep 
Score: -21606612.000000 Penalty: 3003.556152
	Iteration 0F: 2 clusters Score -2.160661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -21494572.000000 Penalty: 6007.112305
	Iteration 0F: 3 clusters Score -2.149457e+07 nChanged 87211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -21544958.000000 Penalty: 6007.112305
	Iteration 1F: 3 clusters Score -2.154496e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -21546036.000000 Penalty: 6007.112305
	Iteration 2Q: 3 clusters Score -2.154604e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -21547344.000000 Penalty: 6007.112305
	Iteration 3Q: 3 clusters Score -2.154734e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -21549440.000000 Penalty: 6007.112305
	Iteration 4Q: 3 clusters Score -2.154944e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -21553324.000000 Penalty: 6007.112305
	Iteration 5Q: 3 clusters Score -2.155332e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 122316 members 
Entering Unmasked Estep 
Score: -21560520.000000 Penalty: 6007.112305
	Iteration 6F: 3 clusters Score -2.156052e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -21571816.000000 Penalty: 6007.112305
	Iteration 7F: 3 clusters Score -2.157182e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -21585656.000000 Penalty: 6007.112305
	Iteration 8F: 3 clusters Score -2.158566e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -21596090.000000 Penalty: 6007.112305
	Iteration 9F: 3 clusters Score -2.159609e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -21601062.000000 Penalty: 6007.112305
	Iteration 10Q: 3 clusters Score -2.160106e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -21603030.000000 Penalty: 6007.112305
	Iteration 11Q: 3 clusters Score -2.160303e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -21603746.000000 Penalty: 6007.112305
	Iteration 12Q: 3 clusters Score -2.160375e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -21603990.000000 Penalty: 6007.112305
	Iteration 13Q: 3 clusters Score -2.160399e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -21604044.000000 Penalty: 6007.112305
	Iteration 14Q: 3 clusters Score -2.160404e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -21604178.000000 Penalty: 6007.112305
	Iteration 15Q: 3 clusters Score -2.160418e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 180646 members 
Entering Unmasked Estep 
Score: -21604188.000000 Penalty: 6007.112305
	Iteration 16Q: 3 clusters Score -2.160419e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 180769 members 
Entering Unmasked Estep 
Score: -21604246.000000 Penalty: 6007.112305
	Iteration 17Q: 3 clusters Score -2.160425e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -21604248.000000 Penalty: 6007.112305
	Iteration 18Q: 3 clusters Score -2.160425e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -21604288.000000 Penalty: 6007.112305
	Iteration 19Q: 3 clusters Score -2.160429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -21604328.000000 Penalty: 6007.112305
	Iteration 20F: 3 clusters Score -2.160433e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -21604332.000000 Penalty: 6007.112305
	Iteration 21Q: 3 clusters Score -2.160433e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 181014 members 
Entering Unmasked Estep 
Score: -21604356.000000 Penalty: 6007.112305
	Iteration 22Q: 3 clusters Score -2.160436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -21604348.000000 Penalty: 6007.112305
	Iteration 23Q: 3 clusters Score -2.160435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 181044 members 
Entering Unmasked Estep 
Score: -21604360.000000 Penalty: 6007.112305
	Iteration 24Q: 3 clusters Score -2.160436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -21604348.000000 Penalty: 6007.112305
	Iteration 25Q: 3 clusters Score -2.160435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -21604344.000000 Penalty: 6007.112305
	Iteration 26Q: 3 clusters Score -2.160434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -21604352.000000 Penalty: 6007.112305
	Iteration 27Q: 3 clusters Score -2.160435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 181089 members 
Entering Unmasked Estep 
Score: -21604356.000000 Penalty: 6007.112305
	Iteration 28Q: 3 clusters Score -2.160436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 181096 members 
Entering Unmasked Estep 
Score: -21604354.000000 Penalty: 6007.112305
	Iteration 29Q: 3 clusters Score -2.160435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 181109 members 
Entering Unmasked Estep 
Score: -21604364.000000 Penalty: 6007.112305
	Iteration 30Q: 3 clusters Score -2.160436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 181122 members 
Entering Unmasked Estep 
Score: -21604376.000000 Penalty: 6007.112305
	Iteration 31Q: 3 clusters Score -2.160438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -21604394.000000 Penalty: 6007.112305
	Iteration 32Q: 3 clusters Score -2.160439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 181132 members 
Entering Unmasked Estep 
Score: -21604406.000000 Penalty: 6007.112305
	Iteration 33Q: 3 clusters Score -2.160441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 181134 members 
Entering Unmasked Estep 
Score: -21604412.000000 Penalty: 6007.112305
	Iteration 34Q: 3 clusters Score -2.160441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 181139 members 
Entering Unmasked Estep 
Score: -21604414.000000 Penalty: 6007.112305
	Iteration 35Q: 3 clusters Score -2.160441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -21604412.000000 Penalty: 6007.112305
	Iteration 36Q: 3 clusters Score -2.160441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181143 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 6007.112305
	Iteration 37Q: 3 clusters Score -2.16044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -21604396.000000 Penalty: 6007.112305
	Iteration 38Q: 3 clusters Score -2.16044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -21604404.000000 Penalty: 6007.112305
	Iteration 39Q: 3 clusters Score -2.16044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -21604402.000000 Penalty: 6007.112305
	Iteration 40F: 3 clusters Score -2.16044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 6007.112305
	Iteration 41Q: 3 clusters Score -2.16044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 181153 members 
Entering Unmasked Estep 
Score: -21604386.000000 Penalty: 6007.112305
	Iteration 42Q: 3 clusters Score -2.160439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -21604394.000000 Penalty: 6007.112305
	Iteration 43Q: 3 clusters Score -2.160439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -21604406.000000 Penalty: 6007.112305
	Iteration 44Q: 3 clusters Score -2.160441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -21604406.000000 Penalty: 6007.112305
	Iteration 45Q: 3 clusters Score -2.160441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 181158 members 
Entering Unmasked Estep 
Score: -21604406.000000 Penalty: 6007.112305
	Iteration 46Q: 3 clusters Score -2.160441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 6007.112305
	Iteration 47Q: 3 clusters Score -2.16044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 6007.112305
	Iteration 48F: 3 clusters Score -2.16044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -1113932.750000 Penalty: 2272.979004
	Iteration 0F: 2 clusters Score -1113933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1106544.500000 Penalty: 4545.958008
	Iteration 0F: 3 clusters Score -1106544 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1108726.125000 Penalty: 4545.958008
	Iteration 1F: 3 clusters Score -1108726 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1109029.000000 Penalty: 4545.958008
	Iteration 2F: 3 clusters Score -1109029 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1109217.375000 Penalty: 4545.958008
	Iteration 3Q: 3 clusters Score -1109217 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1109379.000000 Penalty: 4545.958008
	Iteration 4Q: 3 clusters Score -1109379 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1109535.500000 Penalty: 4545.958008
	Iteration 5Q: 3 clusters Score -1109536 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1109724.125000 Penalty: 4545.958008
	Iteration 6Q: 3 clusters Score -1109724 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1109899.250000 Penalty: 4545.958008
	Iteration 7Q: 3 clusters Score -1109899 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1110096.250000 Penalty: 4545.958008
	Iteration 8Q: 3 clusters Score -1110096 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1110305.625000 Penalty: 4545.958008
	Iteration 9Q: 3 clusters Score -1110306 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1110495.875000 Penalty: 4545.958008
	Iteration 10Q: 3 clusters Score -1110496 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1110682.000000 Penalty: 4545.958008
	Iteration 11Q: 3 clusters Score -1110682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1110874.000000 Penalty: 4545.958008
	Iteration 12Q: 3 clusters Score -1110874 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1111031.125000 Penalty: 4545.958008
	Iteration 13Q: 3 clusters Score -1111031 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1111153.375000 Penalty: 4545.958008
	Iteration 14Q: 3 clusters Score -1111153 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1111259.875000 Penalty: 4545.958008
	Iteration 15Q: 3 clusters Score -1111260 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1111348.875000 Penalty: 4545.958008
	Iteration 16Q: 3 clusters Score -1111349 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1111421.625000 Penalty: 4545.958008
	Iteration 17Q: 3 clusters Score -1111422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1111494.125000 Penalty: 4545.958008
	Iteration 18Q: 3 clusters Score -1111494 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1111563.375000 Penalty: 4545.958008
	Iteration 19Q: 3 clusters Score -1111563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1111613.000000 Penalty: 4545.958008
	Iteration 20F: 3 clusters Score -1111613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1111664.250000 Penalty: 4545.958008
	Iteration 21Q: 3 clusters Score -1111664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1111701.125000 Penalty: 4545.958008
	Iteration 22Q: 3 clusters Score -1111701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1111737.500000 Penalty: 4545.958008
	Iteration 23Q: 3 clusters Score -1111738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1111762.750000 Penalty: 4545.958008
	Iteration 24Q: 3 clusters Score -1111763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1111798.625000 Penalty: 4545.958008
	Iteration 25Q: 3 clusters Score -1111799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1111830.125000 Penalty: 4545.958008
	Iteration 26Q: 3 clusters Score -1111830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1111859.125000 Penalty: 4545.958008
	Iteration 27Q: 3 clusters Score -1111859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1111883.375000 Penalty: 4545.958008
	Iteration 28Q: 3 clusters Score -1111883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1111911.000000 Penalty: 4545.958008
	Iteration 29Q: 3 clusters Score -1111911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1111922.375000 Penalty: 4545.958008
	Iteration 30Q: 3 clusters Score -1111922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1111933.500000 Penalty: 4545.958008
	Iteration 31Q: 3 clusters Score -1111934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1111947.125000 Penalty: 4545.958008
	Iteration 32Q: 3 clusters Score -1111947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1111952.750000 Penalty: 4545.958008
	Iteration 33Q: 3 clusters Score -1111953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1111952.500000 Penalty: 4545.958008
	Iteration 34Q: 3 clusters Score -1111952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1111956.250000 Penalty: 4545.958008
	Iteration 35Q: 3 clusters Score -1111956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1111960.500000 Penalty: 4545.958008
	Iteration 36Q: 3 clusters Score -1111960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1111961.125000 Penalty: 4545.958008
	Iteration 37Q: 3 clusters Score -1111961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1111963.750000 Penalty: 4545.958008
	Iteration 38Q: 3 clusters Score -1111964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1111965.000000 Penalty: 4545.958008
	Iteration 39Q: 3 clusters Score -1111965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1111963.375000 Penalty: 4545.958008
	Iteration 40F: 3 clusters Score -1111963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1111963.250000 Penalty: 4545.958008
	Iteration 41Q: 3 clusters Score -1111963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1111965.000000 Penalty: 4545.958008
	Iteration 42Q: 3 clusters Score -1111965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1111964.250000 Penalty: 4545.958008
	Iteration 43Q: 3 clusters Score -1111964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1111966.250000 Penalty: 4545.958008
	Iteration 44Q: 3 clusters Score -1111966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1111966.500000 Penalty: 4545.958008
	Iteration 45Q: 3 clusters Score -1111966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1111967.625000 Penalty: 4545.958008
	Iteration 46Q: 3 clusters Score -1111968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1111966.875000 Penalty: 4545.958008
	Iteration 47Q: 3 clusters Score -1111967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1111967.375000 Penalty: 4545.958008
	Iteration 48Q: 3 clusters Score -1111967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1111968.125000 Penalty: 4545.958008
	Iteration 49Q: 3 clusters Score -1111968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1111970.375000 Penalty: 4545.958008
	Iteration 50Q: 3 clusters Score -1111970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1111968.500000 Penalty: 4545.958008
	Iteration 51Q: 3 clusters Score -1111968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1111968.500000 Penalty: 4545.958008
	Iteration 52F: 3 clusters Score -1111968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -279076.812500 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -279076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -276121.968750 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -276122 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -276667.031250 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -276667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276810.468750 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -276810.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -276884.562500 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -276884.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -276926.718750 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -276926.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -276951.000000 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -276951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -276971.562500 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -276971.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -276984.093750 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -276984.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -276994.468750 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -276994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -276999.656250 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -276999.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -277005.375000 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -277005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -277013.531250 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -277013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -277023.000000 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -277023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -277028.437500 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -277028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -277031.562500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -277031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -277036.500000 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -277036.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -277040.125000 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -277040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -277041.468750 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -277041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -277041.750000 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -277041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -277042.437500 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -277042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -277042.531250 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -277042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -277043.843750 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -277043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -277043.843750 Penalty: 3866.027832
	Iteration 22F: 3 clusters Score -277043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Entering Unmasked Estep 
Score: -8394421.000000 Penalty: 2768.610107
	Iteration 0F: 2 clusters Score -8394421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -8347176.000000 Penalty: 5537.220215
	Iteration 0F: 3 clusters Score -8347176 nChanged 33040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -8365748.500000 Penalty: 5537.220215
	Iteration 1F: 3 clusters Score -8365748 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -8366418.500000 Penalty: 5537.220215
	Iteration 2Q: 3 clusters Score -8366418 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8367143.500000 Penalty: 5537.220215
	Iteration 3Q: 3 clusters Score -8367144 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8368191.000000 Penalty: 5537.220215
	Iteration 4Q: 3 clusters Score -8368191 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -8369534.500000 Penalty: 5537.220215
	Iteration 5Q: 3 clusters Score -8369534 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8371511.500000 Penalty: 5537.220215
	Iteration 6F: 3 clusters Score -8371512 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -8374347.500000 Penalty: 5537.220215
	Iteration 7F: 3 clusters Score -8374348 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -8378063.000000 Penalty: 5537.220215
	Iteration 8F: 3 clusters Score -8378063 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -8381970.000000 Penalty: 5537.220215
	Iteration 9F: 3 clusters Score -8381970 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8384699.000000 Penalty: 5537.220215
	Iteration 10F: 3 clusters Score -8384699 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8385825.500000 Penalty: 5537.220215
	Iteration 11Q: 3 clusters Score -8385826 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8386419.000000 Penalty: 5537.220215
	Iteration 12Q: 3 clusters Score -8386419 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8386851.000000 Penalty: 5537.220215
	Iteration 13Q: 3 clusters Score -8386851 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8387163.000000 Penalty: 5537.220215
	Iteration 14Q: 3 clusters Score -8387163 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -8387393.000000 Penalty: 5537.220215
	Iteration 15Q: 3 clusters Score -8387393 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8387689.500000 Penalty: 5537.220215
	Iteration 16Q: 3 clusters Score -8387690 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -8387943.500000 Penalty: 5537.220215
	Iteration 17Q: 3 clusters Score -8387944 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -8388134.000000 Penalty: 5537.220215
	Iteration 18Q: 3 clusters Score -8388134 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -8388313.500000 Penalty: 5537.220215
	Iteration 19Q: 3 clusters Score -8388314 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8388484.500000 Penalty: 5537.220215
	Iteration 20F: 3 clusters Score -8388484 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -8388646.000000 Penalty: 5537.220215
	Iteration 21Q: 3 clusters Score -8388646 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -8388803.000000 Penalty: 5537.220215
	Iteration 22Q: 3 clusters Score -8388803 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8389023.000000 Penalty: 5537.220215
	Iteration 23Q: 3 clusters Score -8389023 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -8389212.000000 Penalty: 5537.220215
	Iteration 24Q: 3 clusters Score -8389212 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -8389391.000000 Penalty: 5537.220215
	Iteration 25Q: 3 clusters Score -8389391 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -8389554.000000 Penalty: 5537.220215
	Iteration 26Q: 3 clusters Score -8389554 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -8389689.000000 Penalty: 5537.220215
	Iteration 27Q: 3 clusters Score -8389689 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -8389845.000000 Penalty: 5537.220215
	Iteration 28Q: 3 clusters Score -8389845 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8389984.000000 Penalty: 5537.220215
	Iteration 29Q: 3 clusters Score -8389984 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -8390109.000000 Penalty: 5537.220215
	Iteration 30Q: 3 clusters Score -8390109 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -8390256.000000 Penalty: 5537.220215
	Iteration 31Q: 3 clusters Score -8390256 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -8390371.000000 Penalty: 5537.220215
	Iteration 32Q: 3 clusters Score -8390371 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8390459.000000 Penalty: 5537.220215
	Iteration 33Q: 3 clusters Score -8390459 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8390567.000000 Penalty: 5537.220215
	Iteration 34Q: 3 clusters Score -8390567 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -8390694.000000 Penalty: 5537.220215
	Iteration 35Q: 3 clusters Score -8390694 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8390825.000000 Penalty: 5537.220215
	Iteration 36Q: 3 clusters Score -8390825 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8390909.000000 Penalty: 5537.220215
	Iteration 37Q: 3 clusters Score -8390909 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -8391009.000000 Penalty: 5537.220215
	Iteration 38Q: 3 clusters Score -8391009 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -8391097.000000 Penalty: 5537.220215
	Iteration 39Q: 3 clusters Score -8391097 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -8391216.000000 Penalty: 5537.220215
	Iteration 40F: 3 clusters Score -8391216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8391299.000000 Penalty: 5537.220215
	Iteration 41Q: 3 clusters Score -8391299 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8391409.000000 Penalty: 5537.220215
	Iteration 42Q: 3 clusters Score -8391409 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -8391526.000000 Penalty: 5537.220215
	Iteration 43Q: 3 clusters Score -8391526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -8391640.000000 Penalty: 5537.220215
	Iteration 44Q: 3 clusters Score -8391640 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8391747.000000 Penalty: 5537.220215
	Iteration 45Q: 3 clusters Score -8391747 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8391769.000000 Penalty: 5537.220215
	Iteration 46Q: 3 clusters Score -8391769 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8391809.000000 Penalty: 5537.220215
	Iteration 47Q: 3 clusters Score -8391809 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8391862.000000 Penalty: 5537.220215
	Iteration 48Q: 3 clusters Score -8391862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8391910.000000 Penalty: 5537.220215
	Iteration 49Q: 3 clusters Score -8391910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8391952.000000 Penalty: 5537.220215
	Iteration 50Q: 3 clusters Score -8391952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8391979.000000 Penalty: 5537.220215
	Iteration 51Q: 3 clusters Score -8391979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8391988.000000 Penalty: 5537.220215
	Iteration 52Q: 3 clusters Score -8391988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8392037.000000 Penalty: 5537.220215
	Iteration 53Q: 3 clusters Score -8392037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8392050.000000 Penalty: 5537.220215
	Iteration 54Q: 3 clusters Score -8392050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8392089.000000 Penalty: 5537.220215
	Iteration 55Q: 3 clusters Score -8392089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8392116.000000 Penalty: 5537.220215
	Iteration 56Q: 3 clusters Score -8392116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8392107.000000 Penalty: 5537.220215
	Iteration 57Q: 3 clusters Score -8392107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8392127.000000 Penalty: 5537.220215
	Iteration 58Q: 3 clusters Score -8392127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8392149.000000 Penalty: 5537.220215
	Iteration 59Q: 3 clusters Score -8392149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8392174.000000 Penalty: 5537.220215
	Iteration 60F: 3 clusters Score -8392174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8392173.000000 Penalty: 5537.220215
	Iteration 61Q: 3 clusters Score -8392173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8392181.000000 Penalty: 5537.220215
	Iteration 62Q: 3 clusters Score -8392181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8392173.000000 Penalty: 5537.220215
	Iteration 63Q: 3 clusters Score -8392173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8392191.000000 Penalty: 5537.220215
	Iteration 64Q: 3 clusters Score -8392191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8392208.000000 Penalty: 5537.220215
	Iteration 65Q: 3 clusters Score -8392208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8392205.000000 Penalty: 5537.220215
	Iteration 66Q: 3 clusters Score -8392205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8392201.000000 Penalty: 5537.220215
	Iteration 67Q: 3 clusters Score -8392201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8392214.000000 Penalty: 5537.220215
	Iteration 68Q: 3 clusters Score -8392214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8392211.000000 Penalty: 5537.220215
	Iteration 69Q: 3 clusters Score -8392211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8392231.000000 Penalty: 5537.220215
	Iteration 70Q: 3 clusters Score -8392231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8392245.000000 Penalty: 5537.220215
	Iteration 71Q: 3 clusters Score -8392245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8392250.000000 Penalty: 5537.220215
	Iteration 72Q: 3 clusters Score -8392250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8392249.000000 Penalty: 5537.220215
	Iteration 73Q: 3 clusters Score -8392249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8392265.000000 Penalty: 5537.220215
	Iteration 74Q: 3 clusters Score -8392265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8392257.000000 Penalty: 5537.220215
	Iteration 75Q: 3 clusters Score -8392257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8392263.000000 Penalty: 5537.220215
	Iteration 76Q: 3 clusters Score -8392263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8392269.000000 Penalty: 5537.220215
	Iteration 77Q: 3 clusters Score -8392269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8392273.000000 Penalty: 5537.220215
	Iteration 78Q: 3 clusters Score -8392273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8392266.000000 Penalty: 5537.220215
	Iteration 79Q: 3 clusters Score -8392266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8392283.000000 Penalty: 5537.220215
	Iteration 80F: 3 clusters Score -8392283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8392280.000000 Penalty: 5537.220215
	Iteration 81Q: 3 clusters Score -8392280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8392287.000000 Penalty: 5537.220215
	Iteration 82Q: 3 clusters Score -8392287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8392288.000000 Penalty: 5537.220215
	Iteration 83Q: 3 clusters Score -8392288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8392287.000000 Penalty: 5537.220215
	Iteration 84Q: 3 clusters Score -8392287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8392288.000000 Penalty: 5537.220215
	Iteration 85Q: 3 clusters Score -8392288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8392300.000000 Penalty: 5537.220215
	Iteration 86Q: 3 clusters Score -8392300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8392300.000000 Penalty: 5537.220215
	Iteration 87Q: 3 clusters Score -8392300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8392311.000000 Penalty: 5537.220215
	Iteration 88Q: 3 clusters Score -8392311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8392323.000000 Penalty: 5537.220215
	Iteration 89Q: 3 clusters Score -8392323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8392328.000000 Penalty: 5537.220215
	Iteration 90Q: 3 clusters Score -8392328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8392332.000000 Penalty: 5537.220215
	Iteration 91Q: 3 clusters Score -8392332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8392349.000000 Penalty: 5537.220215
	Iteration 92Q: 3 clusters Score -8392349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8392357.000000 Penalty: 5537.220215
	Iteration 93Q: 3 clusters Score -8392357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8392364.000000 Penalty: 5537.220215
	Iteration 94Q: 3 clusters Score -8392364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8392363.000000 Penalty: 5537.220215
	Iteration 95Q: 3 clusters Score -8392363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8392371.000000 Penalty: 5537.220215
	Iteration 96Q: 3 clusters Score -8392371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8392364.000000 Penalty: 5537.220215
	Iteration 97Q: 3 clusters Score -8392364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8392362.000000 Penalty: 5537.220215
	Iteration 98Q: 3 clusters Score -8392362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8392361.000000 Penalty: 5537.220215
	Iteration 99Q: 3 clusters Score -8392361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8392375.000000 Penalty: 5537.220215
	Iteration 100F: 3 clusters Score -8392375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8392370.000000 Penalty: 5537.220215
	Iteration 101Q: 3 clusters Score -8392370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8392373.000000 Penalty: 5537.220215
	Iteration 102Q: 3 clusters Score -8392373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8392377.000000 Penalty: 5537.220215
	Iteration 103Q: 3 clusters Score -8392377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8392383.000000 Penalty: 5537.220215
	Iteration 104Q: 3 clusters Score -8392383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8392374.000000 Penalty: 5537.220215
	Iteration 105Q: 3 clusters Score -8392374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8392380.000000 Penalty: 5537.220215
	Iteration 106Q: 3 clusters Score -8392380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8392376.000000 Penalty: 5537.220215
	Iteration 107Q: 3 clusters Score -8392376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8392373.000000 Penalty: 5537.220215
	Iteration 108Q: 3 clusters Score -8392373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8392370.000000 Penalty: 5537.220215
	Iteration 109Q: 3 clusters Score -8392370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8392364.000000 Penalty: 5537.220215
	Iteration 110Q: 3 clusters Score -8392364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8392365.000000 Penalty: 5537.220215
	Iteration 111Q: 3 clusters Score -8392365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8392362.000000 Penalty: 5537.220215
	Iteration 112Q: 3 clusters Score -8392362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8392359.000000 Penalty: 5537.220215
	Iteration 113Q: 3 clusters Score -8392359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8392362.000000 Penalty: 5537.220215
	Iteration 114Q: 3 clusters Score -8392362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8392366.000000 Penalty: 5537.220215
	Iteration 115Q: 3 clusters Score -8392366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8392373.000000 Penalty: 5537.220215
	Iteration 116Q: 3 clusters Score -8392373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8392371.000000 Penalty: 5537.220215
	Iteration 117Q: 3 clusters Score -8392371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8392377.000000 Penalty: 5537.220215
	Iteration 118Q: 3 clusters Score -8392377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8392379.000000 Penalty: 5537.220215
	Iteration 119Q: 3 clusters Score -8392379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8392385.000000 Penalty: 5537.220215
	Iteration 120F: 3 clusters Score -8392385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8392379.000000 Penalty: 5537.220215
	Iteration 121Q: 3 clusters Score -8392379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8392384.000000 Penalty: 5537.220215
	Iteration 122Q: 3 clusters Score -8392384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8392384.000000 Penalty: 5537.220215
	Iteration 123F: 3 clusters Score -8392384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212617 members 
Entering Unmasked Estep 
Score: -24955254.000000 Penalty: 3042.277588
	Iteration 0F: 2 clusters Score -2.495525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -24817104.000000 Penalty: 6084.555176
	Iteration 0F: 3 clusters Score -2.48171e+07 nChanged 102418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -24877446.000000 Penalty: 6084.555176
	Iteration 1F: 3 clusters Score -2.487745e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -24879524.000000 Penalty: 6084.555176
	Iteration 2Q: 3 clusters Score -2.487952e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -24882964.000000 Penalty: 6084.555176
	Iteration 3Q: 3 clusters Score -2.488296e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -24889724.000000 Penalty: 6084.555176
	Iteration 4F: 3 clusters Score -2.488972e+07 nChanged 16293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 155781 members 
Entering Unmasked Estep 
Score: -24901018.000000 Penalty: 6084.555176
	Iteration 5F: 3 clusters Score -2.490102e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -24918172.000000 Penalty: 6084.555176
	Iteration 6F: 3 clusters Score -2.491817e+07 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 193885 members 
Entering Unmasked Estep 
Score: -24935714.000000 Penalty: 6084.555176
	Iteration 7F: 3 clusters Score -2.493571e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 205818 members 
Entering Unmasked Estep 
Score: -24946766.000000 Penalty: 6084.555176
	Iteration 8F: 3 clusters Score -2.494677e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 210577 members 
Entering Unmasked Estep 
Score: -24950970.000000 Penalty: 6084.555176
	Iteration 9Q: 3 clusters Score -2.495097e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 211903 members 
Entering Unmasked Estep 
Score: -24952024.000000 Penalty: 6084.555176
	Iteration 10Q: 3 clusters Score -2.495202e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 212207 members 
Entering Unmasked Estep 
Score: -24952388.000000 Penalty: 6084.555176
	Iteration 11Q: 3 clusters Score -2.495239e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 212286 members 
Entering Unmasked Estep 
Score: -24952510.000000 Penalty: 6084.555176
	Iteration 12Q: 3 clusters Score -2.495251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 212310 members 
Entering Unmasked Estep 
Score: -24952550.000000 Penalty: 6084.555176
	Iteration 13Q: 3 clusters Score -2.495255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 212328 members 
Entering Unmasked Estep 
Score: -24952602.000000 Penalty: 6084.555176
	Iteration 14Q: 3 clusters Score -2.49526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212340 members 
Entering Unmasked Estep 
Score: -24952618.000000 Penalty: 6084.555176
	Iteration 15Q: 3 clusters Score -2.495262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212343 members 
Entering Unmasked Estep 
Score: -24952652.000000 Penalty: 6084.555176
	Iteration 16Q: 3 clusters Score -2.495265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212346 members 
Entering Unmasked Estep 
Score: -24952676.000000 Penalty: 6084.555176
	Iteration 17Q: 3 clusters Score -2.495268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -24952702.000000 Penalty: 6084.555176
	Iteration 18Q: 3 clusters Score -2.49527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -24952698.000000 Penalty: 6084.555176
	Iteration 19Q: 3 clusters Score -2.49527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -24952696.000000 Penalty: 6084.555176
	Iteration 20F: 3 clusters Score -2.49527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -24952696.000000 Penalty: 6084.555176
	Iteration 21Q: 3 clusters Score -2.49527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -24952688.000000 Penalty: 6084.555176
	Iteration 22Q: 3 clusters Score -2.495269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -24952700.000000 Penalty: 6084.555176
	Iteration 23Q: 3 clusters Score -2.49527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212346 members 
Entering Unmasked Estep 
Score: -24952714.000000 Penalty: 6084.555176
	Iteration 24Q: 3 clusters Score -2.495271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212345 members 
Entering Unmasked Estep 
Score: -24952726.000000 Penalty: 6084.555176
	Iteration 25Q: 3 clusters Score -2.495273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212345 members 
Entering Unmasked Estep 
Score: -24952712.000000 Penalty: 6084.555176
	Iteration 26Q: 3 clusters Score -2.495271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 212344 members 
Entering Unmasked Estep 
Score: -24952712.000000 Penalty: 6084.555176
	Iteration 27Q: 3 clusters Score -2.495271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 212344 members 
Entering Unmasked Estep 
Score: -24952712.000000 Penalty: 6084.555176
	Iteration 28F: 3 clusters Score -2.495271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Entering Unmasked Estep 
Score: -18786304.000000 Penalty: 2970.097656
	Iteration 0F: 2 clusters Score -1.87863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -18681236.000000 Penalty: 5940.195312
	Iteration 0F: 3 clusters Score -1.868124e+07 nChanged 75782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -18724652.000000 Penalty: 5940.195312
	Iteration 1F: 3 clusters Score -1.872465e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -18725180.000000 Penalty: 5940.195312
	Iteration 2Q: 3 clusters Score -1.872518e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -18725952.000000 Penalty: 5940.195312
	Iteration 3Q: 3 clusters Score -1.872595e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -18726904.000000 Penalty: 5940.195312
	Iteration 4Q: 3 clusters Score -1.87269e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
Score: -18728516.000000 Penalty: 5940.195312
	Iteration 5Q: 3 clusters Score -1.872852e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -18730852.000000 Penalty: 5940.195312
	Iteration 6Q: 3 clusters Score -1.873085e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -18735028.000000 Penalty: 5940.195312
	Iteration 7Q: 3 clusters Score -1.873503e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -18741832.000000 Penalty: 5940.195312
	Iteration 8F: 3 clusters Score -1.874183e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -18751682.000000 Penalty: 5940.195312
	Iteration 9F: 3 clusters Score -1.875168e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -18762038.000000 Penalty: 5940.195312
	Iteration 10F: 3 clusters Score -1.876204e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -18769940.000000 Penalty: 5940.195312
	Iteration 11F: 3 clusters Score -1.876994e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132863 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -18774408.000000 Penalty: 5940.195312
	Iteration 12Q: 3 clusters Score -1.877441e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -18776940.000000 Penalty: 5940.195312
	Iteration 13Q: 3 clusters Score -1.877694e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -18778556.000000 Penalty: 5940.195312
	Iteration 14Q: 3 clusters Score -1.877856e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -18779868.000000 Penalty: 5940.195312
	Iteration 15Q: 3 clusters Score -1.877987e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -18780812.000000 Penalty: 5940.195312
	Iteration 16Q: 3 clusters Score -1.878081e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -18781622.000000 Penalty: 5940.195312
	Iteration 17Q: 3 clusters Score -1.878162e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -18782176.000000 Penalty: 5940.195312
	Iteration 18Q: 3 clusters Score -1.878218e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -18782626.000000 Penalty: 5940.195312
	Iteration 19Q: 3 clusters Score -1.878263e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -18783032.000000 Penalty: 5940.195312
	Iteration 20F: 3 clusters Score -1.878303e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -18783290.000000 Penalty: 5940.195312
	Iteration 21Q: 3 clusters Score -1.878329e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -18783510.000000 Penalty: 5940.195312
	Iteration 22Q: 3 clusters Score -1.878351e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -18783798.000000 Penalty: 5940.195312
	Iteration 23Q: 3 clusters Score -1.87838e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -18783914.000000 Penalty: 5940.195312
	Iteration 24Q: 3 clusters Score -1.878391e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -18784040.000000 Penalty: 5940.195312
	Iteration 25Q: 3 clusters Score -1.878404e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -18784142.000000 Penalty: 5940.195312
	Iteration 26Q: 3 clusters Score -1.878414e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -18784238.000000 Penalty: 5940.195312
	Iteration 27Q: 3 clusters Score -1.878424e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -18784338.000000 Penalty: 5940.195312
	Iteration 28Q: 3 clusters Score -1.878434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -18784348.000000 Penalty: 5940.195312
	Iteration 29Q: 3 clusters Score -1.878435e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -18784402.000000 Penalty: 5940.195312
	Iteration 30Q: 3 clusters Score -1.87844e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -18784430.000000 Penalty: 5940.195312
	Iteration 31Q: 3 clusters Score -1.878443e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -18784432.000000 Penalty: 5940.195312
	Iteration 32Q: 3 clusters Score -1.878443e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -18784412.000000 Penalty: 5940.195312
	Iteration 33Q: 3 clusters Score -1.878441e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -18784494.000000 Penalty: 5940.195312
	Iteration 34Q: 3 clusters Score -1.878449e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -18784550.000000 Penalty: 5940.195312
	Iteration 35Q: 3 clusters Score -1.878455e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18784558.000000 Penalty: 5940.195312
	Iteration 36Q: 3 clusters Score -1.878456e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -18784592.000000 Penalty: 5940.195312
	Iteration 37Q: 3 clusters Score -1.878459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155757 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -18784594.000000 Penalty: 5940.195312
	Iteration 38Q: 3 clusters Score -1.878459e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -18784602.000000 Penalty: 5940.195312
	Iteration 39Q: 3 clusters Score -1.87846e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18784626.000000 Penalty: 5940.195312
	Iteration 40F: 3 clusters Score -1.878463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155908 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -18784606.000000 Penalty: 5940.195312
	Iteration 41Q: 3 clusters Score -1.878461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -18784618.000000 Penalty: 5940.195312
	Iteration 42Q: 3 clusters Score -1.878462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155963 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -18784600.000000 Penalty: 5940.195312
	Iteration 43Q: 3 clusters Score -1.87846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -18784606.000000 Penalty: 5940.195312
	Iteration 44Q: 3 clusters Score -1.878461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -18784610.000000 Penalty: 5940.195312
	Iteration 45Q: 3 clusters Score -1.878461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -18784608.000000 Penalty: 5940.195312
	Iteration 46Q: 3 clusters Score -1.878461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -18784596.000000 Penalty: 5940.195312
	Iteration 47Q: 3 clusters Score -1.87846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -18784592.000000 Penalty: 5940.195312
	Iteration 48Q: 3 clusters Score -1.878459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -18784592.000000 Penalty: 5940.195312
	Iteration 49Q: 3 clusters Score -1.878459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -18784600.000000 Penalty: 5940.195312
	Iteration 50Q: 3 clusters Score -1.87846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156129 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -18784592.000000 Penalty: 5940.195312
	Iteration 51Q: 3 clusters Score -1.878459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -18784584.000000 Penalty: 5940.195312
	Iteration 52Q: 3 clusters Score -1.878458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18784582.000000 Penalty: 5940.195312
	Iteration 53Q: 3 clusters Score -1.878458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156148 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -18784582.000000 Penalty: 5940.195312
	Iteration 54Q: 3 clusters Score -1.878458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -18784576.000000 Penalty: 5940.195312
	Iteration 55Q: 3 clusters Score -1.878458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156162 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -18784572.000000 Penalty: 5940.195312
	Iteration 56Q: 3 clusters Score -1.878457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -18784576.000000 Penalty: 5940.195312
	Iteration 57Q: 3 clusters Score -1.878458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -18784582.000000 Penalty: 5940.195312
	Iteration 58Q: 3 clusters Score -1.878458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -18784578.000000 Penalty: 5940.195312
	Iteration 59Q: 3 clusters Score -1.878458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156183 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -18784582.000000 Penalty: 5940.195312
	Iteration 60F: 3 clusters Score -1.878458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -18784572.000000 Penalty: 5940.195312
	Iteration 61Q: 3 clusters Score -1.878457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156193 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18784574.000000 Penalty: 5940.195312
	Iteration 62Q: 3 clusters Score -1.878457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -18784568.000000 Penalty: 5940.195312
	Iteration 63Q: 3 clusters Score -1.878457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156206 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -18784572.000000 Penalty: 5940.195312
	Iteration 64Q: 3 clusters Score -1.878457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18784574.000000 Penalty: 5940.195312
	Iteration 65Q: 3 clusters Score -1.878457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -18784576.000000 Penalty: 5940.195312
	Iteration 66Q: 3 clusters Score -1.878458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156227 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -18784580.000000 Penalty: 5940.195312
	Iteration 67Q: 3 clusters Score -1.878458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156233 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -18784564.000000 Penalty: 5940.195312
	Iteration 68Q: 3 clusters Score -1.878456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156240 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18784542.000000 Penalty: 5940.195312
	Iteration 69Q: 3 clusters Score -1.878454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156241 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -18784548.000000 Penalty: 5940.195312
	Iteration 70Q: 3 clusters Score -1.878455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18784560.000000 Penalty: 5940.195312
	Iteration 71Q: 3 clusters Score -1.878456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -18784558.000000 Penalty: 5940.195312
	Iteration 72Q: 3 clusters Score -1.878456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -18784554.000000 Penalty: 5940.195312
	Iteration 73Q: 3 clusters Score -1.878455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -18784548.000000 Penalty: 5940.195312
	Iteration 74Q: 3 clusters Score -1.878455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18784550.000000 Penalty: 5940.195312
	Iteration 75Q: 3 clusters Score -1.878455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -18784550.000000 Penalty: 5940.195312
	Iteration 76F: 3 clusters Score -1.878455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -339619.000000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -339619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -336503.343750 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -336503.3 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -337137.500000 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -337137.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -337381.656250 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -337381.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337514.250000 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -337514.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337599.437500 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -337599.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -337664.406250 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -337664.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -337705.906250 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -337705.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -337729.125000 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -337729.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -337744.281250 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -337744.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337762.718750 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -337762.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -337780.656250 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -337780.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -337793.750000 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -337793.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -337808.656250 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -337808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -337819.125000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -337819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -337827.531250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -337827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -337833.031250 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -337833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -337840.000000 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -337840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -337843.500000 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -337843.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -337846.500000 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -337846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -337847.000000 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -337847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -337847.593750 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -337847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -337847.812500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -337847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -337847.812500 Penalty: 3948.147217
	Iteration 22F: 3 clusters Score -337847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167376 members 
Entering Unmasked Estep 
Score: -19790598.000000 Penalty: 2982.943604
	Iteration 0F: 2 clusters Score -1.97906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -19681180.000000 Penalty: 5965.887207
	Iteration 0F: 3 clusters Score -1.968118e+07 nChanged 79834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -19728198.000000 Penalty: 5965.887207
	Iteration 1F: 3 clusters Score -1.97282e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -19729230.000000 Penalty: 5965.887207
	Iteration 2Q: 3 clusters Score -1.972923e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -19730626.000000 Penalty: 5965.887207
	Iteration 3Q: 3 clusters Score -1.973063e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -19732332.000000 Penalty: 5965.887207
	Iteration 4Q: 3 clusters Score -1.973233e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -19734802.000000 Penalty: 5965.887207
	Iteration 5Q: 3 clusters Score -1.97348e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -19738726.000000 Penalty: 5965.887207
	Iteration 6Q: 3 clusters Score -1.973873e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -19744474.000000 Penalty: 5965.887207
	Iteration 7F: 3 clusters Score -1.974447e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -19753222.000000 Penalty: 5965.887207
	Iteration 8F: 3 clusters Score -1.975322e+07 nChanged 11763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -19763944.000000 Penalty: 5965.887207
	Iteration 9F: 3 clusters Score -1.976394e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 114356 members 
Entering Unmasked Estep 
Score: -19771468.000000 Penalty: 5965.887207
	Iteration 10F: 3 clusters Score -1.977147e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -19774454.000000 Penalty: 5965.887207
	Iteration 11Q: 3 clusters Score -1.977445e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 119692 members 
Entering Unmasked Estep 
Score: -19775834.000000 Penalty: 5965.887207
	Iteration 12Q: 3 clusters Score -1.977583e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -19776788.000000 Penalty: 5965.887207
	Iteration 13Q: 3 clusters Score -1.977679e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -19777612.000000 Penalty: 5965.887207
	Iteration 14Q: 3 clusters Score -1.977761e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -19778366.000000 Penalty: 5965.887207
	Iteration 15Q: 3 clusters Score -1.977837e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -19779056.000000 Penalty: 5965.887207
	Iteration 16Q: 3 clusters Score -1.977906e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -19779746.000000 Penalty: 5965.887207
	Iteration 17Q: 3 clusters Score -1.977975e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 132748 members 
Entering Unmasked Estep 
Score: -19780344.000000 Penalty: 5965.887207
	Iteration 18Q: 3 clusters Score -1.978034e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 134740 members 
Entering Unmasked Estep 
Score: -19781026.000000 Penalty: 5965.887207
	Iteration 19Q: 3 clusters Score -1.978103e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -19781650.000000 Penalty: 5965.887207
	Iteration 20F: 3 clusters Score -1.978165e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -19782304.000000 Penalty: 5965.887207
	Iteration 21Q: 3 clusters Score -1.97823e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -19782654.000000 Penalty: 5965.887207
	Iteration 22Q: 3 clusters Score -1.978265e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -19783362.000000 Penalty: 5965.887207
	Iteration 23Q: 3 clusters Score -1.978336e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 144475 members 
Entering Unmasked Estep 
Score: -19783920.000000 Penalty: 5965.887207
	Iteration 24Q: 3 clusters Score -1.978392e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -19784550.000000 Penalty: 5965.887207
	Iteration 25Q: 3 clusters Score -1.978455e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -19785200.000000 Penalty: 5965.887207
	Iteration 26Q: 3 clusters Score -1.97852e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 149845 members 
Entering Unmasked Estep 
Score: -19785816.000000 Penalty: 5965.887207
	Iteration 27Q: 3 clusters Score -1.978582e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -19786292.000000 Penalty: 5965.887207
	Iteration 28Q: 3 clusters Score -1.978629e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 152932 members 
Entering Unmasked Estep 
Score: -19786750.000000 Penalty: 5965.887207
	Iteration 29Q: 3 clusters Score -1.978675e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -19787130.000000 Penalty: 5965.887207
	Iteration 30Q: 3 clusters Score -1.978713e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -19787586.000000 Penalty: 5965.887207
	Iteration 31Q: 3 clusters Score -1.978759e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -19787800.000000 Penalty: 5965.887207
	Iteration 32Q: 3 clusters Score -1.97878e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -19787950.000000 Penalty: 5965.887207
	Iteration 33Q: 3 clusters Score -1.978795e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -19788084.000000 Penalty: 5965.887207
	Iteration 34Q: 3 clusters Score -1.978808e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -19788296.000000 Penalty: 5965.887207
	Iteration 35Q: 3 clusters Score -1.97883e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -19788372.000000 Penalty: 5965.887207
	Iteration 36Q: 3 clusters Score -1.978837e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -19788440.000000 Penalty: 5965.887207
	Iteration 37Q: 3 clusters Score -1.978844e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -19788480.000000 Penalty: 5965.887207
	Iteration 38Q: 3 clusters Score -1.978848e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -19788516.000000 Penalty: 5965.887207
	Iteration 39Q: 3 clusters Score -1.978852e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -19788612.000000 Penalty: 5965.887207
	Iteration 40F: 3 clusters Score -1.978861e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -19788644.000000 Penalty: 5965.887207
	Iteration 41Q: 3 clusters Score -1.978864e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 162961 members 
Entering Unmasked Estep 
Score: -19788636.000000 Penalty: 5965.887207
	Iteration 42Q: 3 clusters Score -1.978864e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -19788680.000000 Penalty: 5965.887207
	Iteration 43Q: 3 clusters Score -1.978868e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -19788704.000000 Penalty: 5965.887207
	Iteration 44Q: 3 clusters Score -1.97887e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -19788792.000000 Penalty: 5965.887207
	Iteration 45Q: 3 clusters Score -1.978879e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 163826 members 
Entering Unmasked Estep 
Score: -19788778.000000 Penalty: 5965.887207
	Iteration 46Q: 3 clusters Score -1.978878e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -19788770.000000 Penalty: 5965.887207
	Iteration 47Q: 3 clusters Score -1.978877e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -19788786.000000 Penalty: 5965.887207
	Iteration 48Q: 3 clusters Score -1.978879e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 164211 members 
Entering Unmasked Estep 
Score: -19788786.000000 Penalty: 5965.887207
	Iteration 49Q: 3 clusters Score -1.978879e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -19788810.000000 Penalty: 5965.887207
	Iteration 50Q: 3 clusters Score -1.978881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -19788810.000000 Penalty: 5965.887207
	Iteration 51Q: 3 clusters Score -1.978881e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -19788780.000000 Penalty: 5965.887207
	Iteration 52Q: 3 clusters Score -1.978878e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -19788798.000000 Penalty: 5965.887207
	Iteration 53Q: 3 clusters Score -1.97888e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -19788786.000000 Penalty: 5965.887207
	Iteration 54Q: 3 clusters Score -1.978879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -19788772.000000 Penalty: 5965.887207
	Iteration 55Q: 3 clusters Score -1.978877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -19788780.000000 Penalty: 5965.887207
	Iteration 56Q: 3 clusters Score -1.978878e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -19788784.000000 Penalty: 5965.887207
	Iteration 57Q: 3 clusters Score -1.978878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -19788772.000000 Penalty: 5965.887207
	Iteration 58Q: 3 clusters Score -1.978877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 164809 members 
Entering Unmasked Estep 
Score: -19788774.000000 Penalty: 5965.887207
	Iteration 59Q: 3 clusters Score -1.978877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 164857 members 
Entering Unmasked Estep 
Score: -19788742.000000 Penalty: 5965.887207
	Iteration 60F: 3 clusters Score -1.978874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -19788732.000000 Penalty: 5965.887207
	Iteration 61Q: 3 clusters Score -1.978873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -19788714.000000 Penalty: 5965.887207
	Iteration 62Q: 3 clusters Score -1.978871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -19788684.000000 Penalty: 5965.887207
	Iteration 63Q: 3 clusters Score -1.978868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -19788702.000000 Penalty: 5965.887207
	Iteration 64Q: 3 clusters Score -1.97887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -19788680.000000 Penalty: 5965.887207
	Iteration 65Q: 3 clusters Score -1.978868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 165081 members 
Entering Unmasked Estep 
Score: -19788692.000000 Penalty: 5965.887207
	Iteration 66Q: 3 clusters Score -1.978869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -19788708.000000 Penalty: 5965.887207
	Iteration 67Q: 3 clusters Score -1.978871e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -19788708.000000 Penalty: 5965.887207
	Iteration 68Q: 3 clusters Score -1.978871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -19788720.000000 Penalty: 5965.887207
	Iteration 69Q: 3 clusters Score -1.978872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -19788700.000000 Penalty: 5965.887207
	Iteration 70Q: 3 clusters Score -1.97887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -19788710.000000 Penalty: 5965.887207
	Iteration 71Q: 3 clusters Score -1.978871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -19788718.000000 Penalty: 5965.887207
	Iteration 72Q: 3 clusters Score -1.978872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -19788716.000000 Penalty: 5965.887207
	Iteration 73Q: 3 clusters Score -1.978872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -19788714.000000 Penalty: 5965.887207
	Iteration 74Q: 3 clusters Score -1.978871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -19788718.000000 Penalty: 5965.887207
	Iteration 75Q: 3 clusters Score -1.978872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 165261 members 
Entering Unmasked Estep 
Score: -19788720.000000 Penalty: 5965.887207
	Iteration 76Q: 3 clusters Score -1.978872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -19788722.000000 Penalty: 5965.887207
	Iteration 77Q: 3 clusters Score -1.978872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 165276 members 
Entering Unmasked Estep 
Score: -19788720.000000 Penalty: 5965.887207
	Iteration 78Q: 3 clusters Score -1.978872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -19788718.000000 Penalty: 5965.887207
	Iteration 79Q: 3 clusters Score -1.978872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -19788722.000000 Penalty: 5965.887207
	Iteration 80F: 3 clusters Score -1.978872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -19788718.000000 Penalty: 5965.887207
	Iteration 81Q: 3 clusters Score -1.978872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -19788722.000000 Penalty: 5965.887207
	Iteration 82Q: 3 clusters Score -1.978872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -19788698.000000 Penalty: 5965.887207
	Iteration 83Q: 3 clusters Score -1.97887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -19788708.000000 Penalty: 5965.887207
	Iteration 84Q: 3 clusters Score -1.978871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -19788718.000000 Penalty: 5965.887207
	Iteration 85Q: 3 clusters Score -1.978872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 165335 members 
Entering Unmasked Estep 
Score: -19788714.000000 Penalty: 5965.887207
	Iteration 86Q: 3 clusters Score -1.978871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -19788730.000000 Penalty: 5965.887207
	Iteration 87Q: 3 clusters Score -1.978873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -19788714.000000 Penalty: 5965.887207
	Iteration 88Q: 3 clusters Score -1.978871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 165341 members 
Entering Unmasked Estep 
Score: -19788716.000000 Penalty: 5965.887207
	Iteration 89Q: 3 clusters Score -1.978872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -19788716.000000 Penalty: 5965.887207
	Iteration 90Q: 3 clusters Score -1.978872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -19788700.000000 Penalty: 5965.887207
	Iteration 91Q: 3 clusters Score -1.97887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -19788694.000000 Penalty: 5965.887207
	Iteration 92Q: 3 clusters Score -1.978869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -19788706.000000 Penalty: 5965.887207
	Iteration 93Q: 3 clusters Score -1.978871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -19788710.000000 Penalty: 5965.887207
	Iteration 94Q: 3 clusters Score -1.978871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -19788710.000000 Penalty: 5965.887207
	Iteration 95F: 3 clusters Score -1.978871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2321358.250000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -2321358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2307326.750000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -2307327 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2311893.000000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -2311893 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2312296.250000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -2312296 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2312705.500000 Penalty: 4910.191895
	Iteration 3Q: 3 clusters Score -2312706 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2313140.500000 Penalty: 4910.191895
	Iteration 4Q: 3 clusters Score -2313140 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2313598.000000 Penalty: 4910.191895
	Iteration 5Q: 3 clusters Score -2313598 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2314084.000000 Penalty: 4910.191895
	Iteration 6Q: 3 clusters Score -2314084 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2314564.500000 Penalty: 4910.191895
	Iteration 7Q: 3 clusters Score -2314564 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2315052.250000 Penalty: 4910.191895
	Iteration 8Q: 3 clusters Score -2315052 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2315527.750000 Penalty: 4910.191895
	Iteration 9Q: 3 clusters Score -2315528 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2315976.750000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -2315977 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2316412.500000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -2316412 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2316856.750000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -2316857 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2317238.500000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -2317238 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2317577.000000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -2317577 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2317864.000000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -2317864 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2318127.250000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -2318127 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2318359.000000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -2318359 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2318542.250000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -2318542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2318676.750000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -2318677 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2318791.250000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -2318791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2318881.000000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -2318881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2318942.000000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -2318942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2318993.000000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -2318993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2319029.500000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -2319030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2319061.250000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -2319061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2319087.750000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -2319088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2319115.250000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -2319115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2319129.000000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -2319129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2319152.250000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -2319152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2319165.000000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -2319165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2319178.750000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -2319179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2319188.000000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -2319188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2319207.500000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -2319208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2319223.750000 Penalty: 4910.191895
	Iteration 34Q: 3 clusters Score -2319224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2319239.000000 Penalty: 4910.191895
	Iteration 35Q: 3 clusters Score -2319239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2319253.750000 Penalty: 4910.191895
	Iteration 36Q: 3 clusters Score -2319254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2319262.750000 Penalty: 4910.191895
	Iteration 37Q: 3 clusters Score -2319263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2319267.250000 Penalty: 4910.191895
	Iteration 38Q: 3 clusters Score -2319267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2319272.500000 Penalty: 4910.191895
	Iteration 39Q: 3 clusters Score -2319272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2319280.750000 Penalty: 4910.191895
	Iteration 40F: 3 clusters Score -2319281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2319284.750000 Penalty: 4910.191895
	Iteration 41Q: 3 clusters Score -2319285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2319289.750000 Penalty: 4910.191895
	Iteration 42Q: 3 clusters Score -2319290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2319287.750000 Penalty: 4910.191895
	Iteration 43Q: 3 clusters Score -2319288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2319285.500000 Penalty: 4910.191895
	Iteration 44Q: 3 clusters Score -2319286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2319286.750000 Penalty: 4910.191895
	Iteration 45Q: 3 clusters Score -2319287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2319286.250000 Penalty: 4910.191895
	Iteration 46Q: 3 clusters Score -2319286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2319290.250000 Penalty: 4910.191895
	Iteration 47Q: 3 clusters Score -2319290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2319288.750000 Penalty: 4910.191895
	Iteration 48Q: 3 clusters Score -2319289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2319285.000000 Penalty: 4910.191895
	Iteration 49Q: 3 clusters Score -2319285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2319285.000000 Penalty: 4910.191895
	Iteration 50F: 3 clusters Score -2319285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Entering Unmasked Estep 
Score: -6979838.000000 Penalty: 2724.289551
	Iteration 0F: 2 clusters Score -6979838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6940251.000000 Penalty: 5448.579102
	Iteration 0F: 3 clusters Score -6940251 nChanged 27404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -6955270.000000 Penalty: 5448.579102
	Iteration 1F: 3 clusters Score -6955270 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -6955685.500000 Penalty: 5448.579102
	Iteration 2Q: 3 clusters Score -6955686 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -6956144.000000 Penalty: 5448.579102
	Iteration 3Q: 3 clusters Score -6956144 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -6956644.500000 Penalty: 5448.579102
	Iteration 4Q: 3 clusters Score -6956644 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -6957193.500000 Penalty: 5448.579102
	Iteration 5Q: 3 clusters Score -6957194 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6957857.500000 Penalty: 5448.579102
	Iteration 6Q: 3 clusters Score -6957858 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -6958945.500000 Penalty: 5448.579102
	Iteration 7Q: 3 clusters Score -6958946 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6960619.500000 Penalty: 5448.579102
	Iteration 8F: 3 clusters Score -6960620 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -6963416.000000 Penalty: 5448.579102
	Iteration 9F: 3 clusters Score -6963416 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6967490.000000 Penalty: 5448.579102
	Iteration 10F: 3 clusters Score -6967490 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -6971941.500000 Penalty: 5448.579102
	Iteration 11F: 3 clusters Score -6971942 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6975125.500000 Penalty: 5448.579102
	Iteration 12F: 3 clusters Score -6975126 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6976577.500000 Penalty: 5448.579102
	Iteration 13Q: 3 clusters Score -6976578 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6977077.000000 Penalty: 5448.579102
	Iteration 14Q: 3 clusters Score -6977077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6977252.000000 Penalty: 5448.579102
	Iteration 15Q: 3 clusters Score -6977252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6977331.000000 Penalty: 5448.579102
	Iteration 16Q: 3 clusters Score -6977331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6977369.000000 Penalty: 5448.579102
	Iteration 17Q: 3 clusters Score -6977369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6977398.000000 Penalty: 5448.579102
	Iteration 18Q: 3 clusters Score -6977398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6977420.000000 Penalty: 5448.579102
	Iteration 19Q: 3 clusters Score -6977420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6977426.500000 Penalty: 5448.579102
	Iteration 20F: 3 clusters Score -6977426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6977432.500000 Penalty: 5448.579102
	Iteration 21Q: 3 clusters Score -6977432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6977435.500000 Penalty: 5448.579102
	Iteration 22Q: 3 clusters Score -6977436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6977445.500000 Penalty: 5448.579102
	Iteration 23Q: 3 clusters Score -6977446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6977445.500000 Penalty: 5448.579102
	Iteration 24Q: 3 clusters Score -6977446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6977448.000000 Penalty: 5448.579102
	Iteration 25Q: 3 clusters Score -6977448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6977448.000000 Penalty: 5448.579102
	Iteration 26F: 3 clusters Score -6977448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -723659.812500 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -723659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -718398.625000 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -718398.6 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -719791.500000 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -719791.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -720133.250000 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -720133.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -720412.312500 Penalty: 4324.862305
	Iteration 3F: 3 clusters Score -720412.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -720690.375000 Penalty: 4324.862305
	Iteration 4F: 3 clusters Score -720690.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -720952.062500 Penalty: 4324.862305
	Iteration 5F: 3 clusters Score -720952.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -721182.500000 Penalty: 4324.862305
	Iteration 6Q: 3 clusters Score -721182.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -721389.187500 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -721389.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -721574.937500 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -721574.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -721733.187500 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -721733.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -721863.062500 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -721863.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -721959.250000 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -721959.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -722040.812500 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -722040.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -722115.000000 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -722115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -722172.562500 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -722172.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -722209.062500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -722209.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -722234.187500 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -722234.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -722255.000000 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -722255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -722272.062500 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -722272.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -722280.625000 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -722280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -722284.875000 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -722284.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -722288.250000 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -722288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -722290.187500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -722290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -722294.562500 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -722294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -722295.875000 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -722295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -722298.125000 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -722298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -722298.500000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -722298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -722299.500000 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -722299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -722299.062500 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -722299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -722301.375000 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -722301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -722300.875000 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -722300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -722300.875000 Penalty: 4324.862305
	Iteration 31F: 3 clusters Score -722300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Entering Unmasked Estep 
Score: -3970448.250000 Penalty: 2594.431152
	Iteration 0F: 2 clusters Score -3970448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3946607.750000 Penalty: 5188.862305
	Iteration 0F: 3 clusters Score -3946608 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3955641.250000 Penalty: 5188.862305
	Iteration 1F: 3 clusters Score -3955641 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3956516.500000 Penalty: 5188.862305
	Iteration 2F: 3 clusters Score -3956516 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3957449.750000 Penalty: 5188.862305
	Iteration 3F: 3 clusters Score -3957450 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3958450.750000 Penalty: 5188.862305
	Iteration 4F: 3 clusters Score -3958451 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3959432.500000 Penalty: 5188.862305
	Iteration 5F: 3 clusters Score -3959432 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3960495.250000 Penalty: 5188.862305
	Iteration 6F: 3 clusters Score -3960495 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3961543.000000 Penalty: 5188.862305
	Iteration 7F: 3 clusters Score -3961543 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3962645.250000 Penalty: 5188.862305
	Iteration 8F: 3 clusters Score -3962645 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3963736.750000 Penalty: 5188.862305
	Iteration 9F: 3 clusters Score -3963737 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3964820.250000 Penalty: 5188.862305
	Iteration 10Q: 3 clusters Score -3964820 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3965946.000000 Penalty: 5188.862305
	Iteration 11Q: 3 clusters Score -3965946 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3967066.500000 Penalty: 5188.862305
	Iteration 12Q: 3 clusters Score -3967066 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3968091.000000 Penalty: 5188.862305
	Iteration 13Q: 3 clusters Score -3968091 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3968821.250000 Penalty: 5188.862305
	Iteration 14Q: 3 clusters Score -3968821 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3969200.250000 Penalty: 5188.862305
	Iteration 15Q: 3 clusters Score -3969200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3969328.000000 Penalty: 5188.862305
	Iteration 16Q: 3 clusters Score -3969328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3969396.500000 Penalty: 5188.862305
	Iteration 17Q: 3 clusters Score -3969396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3969437.750000 Penalty: 5188.862305
	Iteration 18Q: 3 clusters Score -3969438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3969456.500000 Penalty: 5188.862305
	Iteration 19Q: 3 clusters Score -3969456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3969467.250000 Penalty: 5188.862305
	Iteration 20F: 3 clusters Score -3969467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3969475.250000 Penalty: 5188.862305
	Iteration 21Q: 3 clusters Score -3969475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3969480.250000 Penalty: 5188.862305
	Iteration 22Q: 3 clusters Score -3969480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3969483.500000 Penalty: 5188.862305
	Iteration 23Q: 3 clusters Score -3969484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3969482.500000 Penalty: 5188.862305
	Iteration 24Q: 3 clusters Score -3969482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3969482.500000 Penalty: 5188.862305
	Iteration 25F: 3 clusters Score -3969482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -199158.687500 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -199158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -196669.375000 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -196669.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -197099.625000 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -197099.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197245.531250 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -197245.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -197339.765625 Penalty: 3725.716309
	Iteration 3F: 3 clusters Score -197339.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -197396.468750 Penalty: 3725.716309
	Iteration 4Q: 3 clusters Score -197396.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197442.687500 Penalty: 3725.716309
	Iteration 5Q: 3 clusters Score -197442.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -197475.265625 Penalty: 3725.716309
	Iteration 6Q: 3 clusters Score -197475.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197510.265625 Penalty: 3725.716309
	Iteration 7Q: 3 clusters Score -197510.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197529.265625 Penalty: 3725.716309
	Iteration 8Q: 3 clusters Score -197529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -197556.359375 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -197556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -197567.578125 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -197567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -197578.296875 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -197578.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -197593.578125 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -197593.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -197604.218750 Penalty: 3725.716309
	Iteration 13Q: 3 clusters Score -197604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -197615.500000 Penalty: 3725.716309
	Iteration 14Q: 3 clusters Score -197615.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -197627.953125 Penalty: 3725.716309
	Iteration 15Q: 3 clusters Score -197628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -197645.093750 Penalty: 3725.716309
	Iteration 16Q: 3 clusters Score -197645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -197652.859375 Penalty: 3725.716309
	Iteration 17Q: 3 clusters Score -197652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -197656.750000 Penalty: 3725.716309
	Iteration 18Q: 3 clusters Score -197656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -197661.312500 Penalty: 3725.716309
	Iteration 19Q: 3 clusters Score -197661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197666.140625 Penalty: 3725.716309
	Iteration 20F: 3 clusters Score -197666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197668.609375 Penalty: 3725.716309
	Iteration 21Q: 3 clusters Score -197668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197670.546875 Penalty: 3725.716309
	Iteration 22Q: 3 clusters Score -197670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197671.812500 Penalty: 3725.716309
	Iteration 23Q: 3 clusters Score -197671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197671.812500 Penalty: 3725.716309
	Iteration 24F: 3 clusters Score -197671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -97339.257812 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -97339.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95509.695312 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -95509.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95848.171875 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -95848.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95974.632812 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -95974.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96007.226562 Penalty: 3387.577881
	Iteration 3Q: 3 clusters Score -96007.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96029.937500 Penalty: 3387.577881
	Iteration 4Q: 3 clusters Score -96029.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96041.476562 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -96041.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96051.632812 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -96051.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96053.476562 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -96053.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96056.546875 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -96056.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96058.578125 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -96058.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96060.835938 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -96060.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96063.343750 Penalty: 3387.577881
	Iteration 11Q: 3 clusters Score -96063.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96063.945312 Penalty: 3387.577881
	Iteration 12Q: 3 clusters Score -96063.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96063.945312 Penalty: 3387.577881
	Iteration 13F: 3 clusters Score -96063.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -882058.375000 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -882058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -875977.375000 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -875977.4 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -877512.500000 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -877512.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -877713.625000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -877713.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -877853.250000 Penalty: 4423.783203
	Iteration 3Q: 3 clusters Score -877853.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -877950.750000 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -877950.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -878030.062500 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -878030.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -878093.562500 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -878093.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -878139.500000 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -878139.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -878186.375000 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -878186.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -878227.000000 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -878227 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -878267.812500 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -878267.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -878312.562500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -878312.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -878356.375000 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -878356.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -878394.875000 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -878394.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -878430.250000 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -878430.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -878466.875000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -878466.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -878510.625000 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -878510.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -878567.750000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -878567.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -878633.375000 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -878633.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -878703.375000 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -878703.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -878803.437500 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -878803.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -878914.562500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -878914.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -879041.187500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -879041.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -879175.000000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -879175 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -879314.812500 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -879314.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -879451.250000 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -879451.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -879568.750000 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -879568.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -879653.687500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -879653.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -879728.500000 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -879728.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -879787.000000 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -879787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -879829.562500 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -879829.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -879883.500000 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -879883.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -879919.375000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -879919.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -879936.062500 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -879936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -879952.000000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -879952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -879963.062500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -879963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -879969.812500 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -879969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -879980.062500 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -879980.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -879992.937500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -879992.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -880005.375000 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -880005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -880016.000000 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -880016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -880027.000000 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -880027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -880038.687500 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -880038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -880048.750000 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -880048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -880054.562500 Penalty: 4423.783203
	Iteration 44Q: 3 clusters Score -880054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -880058.750000 Penalty: 4423.783203
	Iteration 45Q: 3 clusters Score -880058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -880062.625000 Penalty: 4423.783203
	Iteration 46Q: 3 clusters Score -880062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -880068.000000 Penalty: 4423.783203
	Iteration 47Q: 3 clusters Score -880068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -880070.187500 Penalty: 4423.783203
	Iteration 48Q: 3 clusters Score -880070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -880072.562500 Penalty: 4423.783203
	Iteration 49Q: 3 clusters Score -880072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -880074.187500 Penalty: 4423.783203
	Iteration 50Q: 3 clusters Score -880074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -880076.562500 Penalty: 4423.783203
	Iteration 51Q: 3 clusters Score -880076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -880078.562500 Penalty: 4423.783203
	Iteration 52Q: 3 clusters Score -880078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -880079.500000 Penalty: 4423.783203
	Iteration 53Q: 3 clusters Score -880079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -880081.500000 Penalty: 4423.783203
	Iteration 54Q: 3 clusters Score -880081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -880081.875000 Penalty: 4423.783203
	Iteration 55Q: 3 clusters Score -880081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -880081.875000 Penalty: 4423.783203
	Iteration 56F: 3 clusters Score -880081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62910.671875 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -62910.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61347.941406 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -61347.94 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61570.625000 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -61570.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61667.695312 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -61667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61740.351562 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -61740.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62014.953125 Penalty: 3170.390869
	Iteration 4F: 3 clusters Score -62014.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62306.214844 Penalty: 3170.390869
	Iteration 5F: 3 clusters Score -62306.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -62448.214844 Penalty: 3170.390869
	Iteration 6F: 3 clusters Score -62448.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62594.253906 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -62594.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62638.015625 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -62638.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -62650.636719 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -62650.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -62654.031250 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -62654.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -62654.031250 Penalty: 3170.390869
	Iteration 11F: 3 clusters Score -62654.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 63319 members 
Mstep: Class 3 contains 181882 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212617 members 
Mstep: Class 9 contains 158927 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 199Q: 19 clusters Score -1.180695e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 63317 members 
Mstep: Class 3 contains 181883 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212620 members 
Mstep: Class 9 contains 158925 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069528.000000 Penalty: 61757.199219
Iteration 200F: 19 clusters Score -1.180695e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 63315 members 
Mstep: Class 3 contains 181882 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212623 members 
Mstep: Class 9 contains 158926 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069520.000000 Penalty: 61757.199219
Iteration 201Q: 19 clusters Score -1.180695e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181880 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 212628 members 
Mstep: Class 9 contains 158926 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069536.000000 Penalty: 61757.199219
Iteration 202Q: 19 clusters Score -1.180695e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 63317 members 
Mstep: Class 3 contains 181878 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 212630 members 
Mstep: Class 9 contains 158928 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069536.000000 Penalty: 61757.199219
Iteration 203Q: 19 clusters Score -1.180695e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 63318 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70525 members 
Mstep: Class 7 contains 212630 members 
Mstep: Class 9 contains 158931 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 204Q: 19 clusters Score -1.180696e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 63318 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70525 members 
Mstep: Class 7 contains 212633 members 
Mstep: Class 9 contains 158932 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069504.000000 Penalty: 61757.199219
Iteration 205Q: 19 clusters Score -1.180695e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70525 members 
Mstep: Class 7 contains 212632 members 
Mstep: Class 9 contains 158934 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069504.000000 Penalty: 61757.199219
Iteration 206Q: 19 clusters Score -1.180695e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 212631 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069496.000000 Penalty: 61757.199219
Iteration 207Q: 19 clusters Score -1.180695e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212633 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 208Q: 19 clusters Score -1.180695e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212634 members 
Mstep: Class 9 contains 158934 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 209Q: 19 clusters Score -1.180695e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212632 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 210Q: 19 clusters Score -1.180696e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212632 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069536.000000 Penalty: 61757.199219
Iteration 211Q: 19 clusters Score -1.180695e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63316 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212631 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069560.000000 Penalty: 61757.199219
Iteration 212Q: 19 clusters Score -1.180696e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63315 members 
Mstep: Class 3 contains 181875 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212630 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069560.000000 Penalty: 61757.199219
Iteration 213Q: 19 clusters Score -1.180696e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63314 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212629 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069584.000000 Penalty: 61757.199219
Iteration 214Q: 19 clusters Score -1.180696e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63313 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212629 members 
Mstep: Class 9 contains 158937 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069576.000000 Penalty: 61757.199219
Iteration 215Q: 19 clusters Score -1.180696e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63312 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212629 members 
Mstep: Class 9 contains 158937 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167377 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069568.000000 Penalty: 61757.199219
Iteration 216Q: 19 clusters Score -1.180696e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63311 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212633 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167375 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 217Q: 19 clusters Score -1.180695e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 63311 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212634 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167376 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 218Q: 19 clusters Score -1.180696e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 63310 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212640 members 
Mstep: Class 9 contains 158933 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58985 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069560.000000 Penalty: 61757.199219
Iteration 219Q: 19 clusters Score -1.180696e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70528 members 
Mstep: Class 7 contains 212639 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167374 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 220F: 19 clusters Score -1.180695e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 63307 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212641 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167373 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 221Q: 19 clusters Score -1.180696e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 63306 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212643 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 222Q: 19 clusters Score -1.180695e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 63305 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212645 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069504.000000 Penalty: 61757.199219
Iteration 223Q: 19 clusters Score -1.180695e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 63305 members 
Mstep: Class 3 contains 181875 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70530 members 
Mstep: Class 7 contains 212646 members 
Mstep: Class 9 contains 158934 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069520.000000 Penalty: 61757.199219
Iteration 224Q: 19 clusters Score -1.180695e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 63305 members 
Mstep: Class 3 contains 181876 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70530 members 
Mstep: Class 7 contains 212648 members 
Mstep: Class 9 contains 158933 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 225Q: 19 clusters Score -1.180695e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 63305 members 
Mstep: Class 3 contains 181874 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212650 members 
Mstep: Class 9 contains 158933 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167373 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069488.000000 Penalty: 61757.199219
Iteration 226Q: 19 clusters Score -1.180695e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63305 members 
Mstep: Class 3 contains 181873 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212657 members 
Mstep: Class 9 contains 158931 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069504.000000 Penalty: 61757.199219
Iteration 227Q: 19 clusters Score -1.180695e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63306 members 
Mstep: Class 3 contains 181872 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70530 members 
Mstep: Class 7 contains 212656 members 
Mstep: Class 9 contains 158932 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 228Q: 19 clusters Score -1.180696e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63307 members 
Mstep: Class 3 contains 181870 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70529 members 
Mstep: Class 7 contains 212657 members 
Mstep: Class 9 contains 158932 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167372 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7471 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 229Q: 19 clusters Score -1.180695e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181870 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212655 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 230Q: 19 clusters Score -1.180696e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181871 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212655 members 
Mstep: Class 9 contains 158934 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069544.000000 Penalty: 61757.199219
Iteration 231Q: 19 clusters Score -1.180695e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181871 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212654 members 
Mstep: Class 9 contains 158935 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34942 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 232Q: 19 clusters Score -1.180696e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181871 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212652 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 233Q: 19 clusters Score -1.180696e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 63308 members 
Mstep: Class 3 contains 181871 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 70527 members 
Mstep: Class 7 contains 212652 members 
Mstep: Class 9 contains 158936 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 167371 members 
Mstep: Class 12 contains 19922 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 34943 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118069552.000000 Penalty: 61757.199219
Iteration 234F: 19 clusters Score -1.180696e+08 nChanged 0
Entering ConstructFrom: 
Score: -118069552.000000 Penalty: 61757.199219
Entering ConstructFrom: 
Trying to split cluster 1 (18848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Entering Unmasked Estep 
Score: -2246099.500000 Penalty: 2441.352051
	Iteration 0F: 2 clusters Score -2246100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2232729.250000 Penalty: 4882.704102
	Iteration 0F: 3 clusters Score -2232729 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2237086.750000 Penalty: 4882.704102
	Iteration 1F: 3 clusters Score -2237087 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2237428.250000 Penalty: 4882.704102
	Iteration 2F: 3 clusters Score -2237428 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2237660.000000 Penalty: 4882.704102
	Iteration 3Q: 3 clusters Score -2237660 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2237826.500000 Penalty: 4882.704102
	Iteration 4Q: 3 clusters Score -2237826 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2237972.500000 Penalty: 4882.704102
	Iteration 5Q: 3 clusters Score -2237972 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2238083.750000 Penalty: 4882.704102
	Iteration 6Q: 3 clusters Score -2238084 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2238167.250000 Penalty: 4882.704102
	Iteration 7Q: 3 clusters Score -2238167 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2238264.750000 Penalty: 4882.704102
	Iteration 8Q: 3 clusters Score -2238265 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2238357.750000 Penalty: 4882.704102
	Iteration 9Q: 3 clusters Score -2238358 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2238470.250000 Penalty: 4882.704102
	Iteration 10Q: 3 clusters Score -2238470 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2238604.500000 Penalty: 4882.704102
	Iteration 11Q: 3 clusters Score -2238604 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2238802.250000 Penalty: 4882.704102
	Iteration 12Q: 3 clusters Score -2238802 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2239054.500000 Penalty: 4882.704102
	Iteration 13Q: 3 clusters Score -2239054 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2239375.250000 Penalty: 4882.704102
	Iteration 14Q: 3 clusters Score -2239375 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2239809.750000 Penalty: 4882.704102
	Iteration 15Q: 3 clusters Score -2239810 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2240360.750000 Penalty: 4882.704102
	Iteration 16Q: 3 clusters Score -2240361 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2241053.250000 Penalty: 4882.704102
	Iteration 17Q: 3 clusters Score -2241053 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2241775.500000 Penalty: 4882.704102
	Iteration 18Q: 3 clusters Score -2241776 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2242439.750000 Penalty: 4882.704102
	Iteration 19Q: 3 clusters Score -2242440 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2242937.750000 Penalty: 4882.704102
	Iteration 20F: 3 clusters Score -2242938 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2243270.750000 Penalty: 4882.704102
	Iteration 21Q: 3 clusters Score -2243271 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2243483.000000 Penalty: 4882.704102
	Iteration 22Q: 3 clusters Score -2243483 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2243642.750000 Penalty: 4882.704102
	Iteration 23Q: 3 clusters Score -2243643 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2243743.000000 Penalty: 4882.704102
	Iteration 24Q: 3 clusters Score -2243743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2243816.500000 Penalty: 4882.704102
	Iteration 25Q: 3 clusters Score -2243816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2243859.000000 Penalty: 4882.704102
	Iteration 26Q: 3 clusters Score -2243859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2243891.250000 Penalty: 4882.704102
	Iteration 27Q: 3 clusters Score -2243891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2243923.000000 Penalty: 4882.704102
	Iteration 28Q: 3 clusters Score -2243923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2243948.500000 Penalty: 4882.704102
	Iteration 29Q: 3 clusters Score -2243948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2243956.500000 Penalty: 4882.704102
	Iteration 30Q: 3 clusters Score -2243956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2243967.000000 Penalty: 4882.704102
	Iteration 31Q: 3 clusters Score -2243967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2243976.250000 Penalty: 4882.704102
	Iteration 32Q: 3 clusters Score -2243976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2243980.000000 Penalty: 4882.704102
	Iteration 33Q: 3 clusters Score -2243980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2243982.500000 Penalty: 4882.704102
	Iteration 34Q: 3 clusters Score -2243982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2243987.250000 Penalty: 4882.704102
	Iteration 35Q: 3 clusters Score -2243987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2243988.000000 Penalty: 4882.704102
	Iteration 36Q: 3 clusters Score -2243988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2243988.500000 Penalty: 4882.704102
	Iteration 37Q: 3 clusters Score -2243988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2243990.000000 Penalty: 4882.704102
	Iteration 38Q: 3 clusters Score -2243990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2243990.000000 Penalty: 4882.704102
	Iteration 39F: 3 clusters Score -2243990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Entering Unmasked Estep 
Score: -7531991.500000 Penalty: 2741.830322
	Iteration 0F: 2 clusters Score -7531992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -7489583.500000 Penalty: 5483.660645
	Iteration 0F: 3 clusters Score -7489584 nChanged 29386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -7506342.000000 Penalty: 5483.660645
	Iteration 1F: 3 clusters Score -7506342 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -7507368.000000 Penalty: 5483.660645
	Iteration 2Q: 3 clusters Score -7507368 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -7508659.500000 Penalty: 5483.660645
	Iteration 3Q: 3 clusters Score -7508660 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -7510091.500000 Penalty: 5483.660645
	Iteration 4Q: 3 clusters Score -7510092 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -7511896.000000 Penalty: 5483.660645
	Iteration 5Q: 3 clusters Score -7511896 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -7514085.500000 Penalty: 5483.660645
	Iteration 6F: 3 clusters Score -7514086 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -7516742.500000 Penalty: 5483.660645
	Iteration 7F: 3 clusters Score -7516742 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -7519709.500000 Penalty: 5483.660645
	Iteration 8F: 3 clusters Score -7519710 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -7521903.500000 Penalty: 5483.660645
	Iteration 9F: 3 clusters Score -7521904 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -7523054.500000 Penalty: 5483.660645
	Iteration 10Q: 3 clusters Score -7523054 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -7523510.500000 Penalty: 5483.660645
	Iteration 11Q: 3 clusters Score -7523510 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7523751.500000 Penalty: 5483.660645
	Iteration 12Q: 3 clusters Score -7523752 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -7524019.500000 Penalty: 5483.660645
	Iteration 13Q: 3 clusters Score -7524020 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -7524247.000000 Penalty: 5483.660645
	Iteration 14Q: 3 clusters Score -7524247 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -7524428.500000 Penalty: 5483.660645
	Iteration 15Q: 3 clusters Score -7524428 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7524607.500000 Penalty: 5483.660645
	Iteration 16Q: 3 clusters Score -7524608 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -7524735.500000 Penalty: 5483.660645
	Iteration 17Q: 3 clusters Score -7524736 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7524896.000000 Penalty: 5483.660645
	Iteration 18Q: 3 clusters Score -7524896 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7524986 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7525122.000000 Penalty: 5483.660645
	Iteration 20F: 3 clusters Score -7525122 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7525198.000000 Penalty: 5483.660645
	Iteration 21Q: 3 clusters Score -7525198 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7525230.000000 Penalty: 5483.660645
	Iteration 22Q: 3 clusters Score -7525230 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -7525290.500000 Penalty: 5483.660645
	Iteration 23Q: 3 clusters Score -7525290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7525318.500000 Penalty: 5483.660645
	Iteration 24Q: 3 clusters Score -7525318 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7525399.500000 Penalty: 5483.660645
	Iteration 25Q: 3 clusters Score -7525400 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7525462.000000 Penalty: 5483.660645
	Iteration 26Q: 3 clusters Score -7525462 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -7525505.000000 Penalty: 5483.660645
	Iteration 27Q: 3 clusters Score -7525505 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7525562.000000 Penalty: 5483.660645
	Iteration 28Q: 3 clusters Score -7525562 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7525639.500000 Penalty: 5483.660645
	Iteration 29Q: 3 clusters Score -7525640 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7525714.500000 Penalty: 5483.660645
	Iteration 30Q: 3 clusters Score -7525714 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7525831.000000 Penalty: 5483.660645
	Iteration 31Q: 3 clusters Score -7525831 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7525905.500000 Penalty: 5483.660645
	Iteration 32Q: 3 clusters Score -7525906 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -7526013.500000 Penalty: 5483.660645
	Iteration 33Q: 3 clusters Score -7526014 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -7526138.500000 Penalty: 5483.660645
	Iteration 34Q: 3 clusters Score -7526138 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -7526235.500000 Penalty: 5483.660645
	Iteration 35Q: 3 clusters Score -7526236 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -7526346.500000 Penalty: 5483.660645
	Iteration 36Q: 3 clusters Score -7526346 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -7526446.500000 Penalty: 5483.660645
	Iteration 37Q: 3 clusters Score -7526446 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -7526561.500000 Penalty: 5483.660645
	Iteration 38Q: 3 clusters Score -7526562 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -7526731.500000 Penalty: 5483.660645
	Iteration 39Q: 3 clusters Score -7526732 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -7526891.000000 Penalty: 5483.660645
	Iteration 40F: 3 clusters Score -7526891 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -7527013.000000 Penalty: 5483.660645
	Iteration 41Q: 3 clusters Score -7527013 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -7527118.000000 Penalty: 5483.660645
	Iteration 42Q: 3 clusters Score -7527118 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -7527253.500000 Penalty: 5483.660645
	Iteration 43Q: 3 clusters Score -7527254 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -7527395.000000 Penalty: 5483.660645
	Iteration 44Q: 3 clusters Score -7527395 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -7527517.000000 Penalty: 5483.660645
	Iteration 45Q: 3 clusters Score -7527517 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -7527604.500000 Penalty: 5483.660645
	Iteration 46Q: 3 clusters Score -7527604 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -7527767.000000 Penalty: 5483.660645
	Iteration 47Q: 3 clusters Score -7527767 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7527924.500000 Penalty: 5483.660645
	Iteration 48Q: 3 clusters Score -7527924 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -7528076.500000 Penalty: 5483.660645
	Iteration 49Q: 3 clusters Score -7528076 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -7528214.500000 Penalty: 5483.660645
	Iteration 50Q: 3 clusters Score -7528214 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7528343.500000 Penalty: 5483.660645
	Iteration 51Q: 3 clusters Score -7528344 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7528473.500000 Penalty: 5483.660645
	Iteration 52Q: 3 clusters Score -7528474 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7528537.000000 Penalty: 5483.660645
	Iteration 53Q: 3 clusters Score -7528537 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7528648.500000 Penalty: 5483.660645
	Iteration 54Q: 3 clusters Score -7528648 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7528772.000000 Penalty: 5483.660645
	Iteration 55Q: 3 clusters Score -7528772 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7528881.500000 Penalty: 5483.660645
	Iteration 56Q: 3 clusters Score -7528882 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -7528996.000000 Penalty: 5483.660645
	Iteration 57Q: 3 clusters Score -7528996 nChanged 384
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7529083.000000 Penalty: 5483.660645
	Iteration 58Q: 3 clusters Score -7529083 nChanged 349
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Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7529152.500000 Penalty: 5483.660645
	Iteration 59Q: 3 clusters Score -7529152 nChanged 351
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -7529233.000000 Penalty: 5483.660645
	Iteration 60F: 3 clusters Score -7529233 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -7529309.500000 Penalty: 5483.660645
	Iteration 61Q: 3 clusters Score -7529310 nChanged 324
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Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7529413.000000 Penalty: 5483.660645
	Iteration 62Q: 3 clusters Score -7529413 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7529484.500000 Penalty: 5483.660645
	Iteration 63Q: 3 clusters Score -7529484 nChanged 271
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Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7529522.500000 Penalty: 5483.660645
	Iteration 64Q: 3 clusters Score -7529522 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -7529594.000000 Penalty: 5483.660645
	Iteration 65Q: 3 clusters Score -7529594 nChanged 230
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7529628 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7529700 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7529760.500000 Penalty: 5483.660645
	Iteration 68Q: 3 clusters Score -7529760 nChanged 217
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Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -7529810.500000 Penalty: 5483.660645
	Iteration 69Q: 3 clusters Score -7529810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7529817.500000 Penalty: 5483.660645
	Iteration 70Q: 3 clusters Score -7529818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -7529872.000000 Penalty: 5483.660645
	Iteration 71Q: 3 clusters Score -7529872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -7529926.000000 Penalty: 5483.660645
	Iteration 72Q: 3 clusters Score -7529926 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -7529935.500000 Penalty: 5483.660645
	Iteration 73Q: 3 clusters Score -7529936 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -7529980.500000 Penalty: 5483.660645
	Iteration 74Q: 3 clusters Score -7529980 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7530006 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7530036 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7530067 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7530069 nChanged 85
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Mstep: Class 1 contains 3094 members 
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Entering Unmasked Estep 
Score: -7530101.500000 Penalty: 5483.660645
	Iteration 79Q: 3 clusters Score -7530102 nChanged 84
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -7530102.500000 Penalty: 5483.660645
	Iteration 80F: 3 clusters Score -7530102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -7530120.000000 Penalty: 5483.660645
	Iteration 81Q: 3 clusters Score -7530120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -7530113.000000 Penalty: 5483.660645
	Iteration 82Q: 3 clusters Score -7530113 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -7530126.000000 Penalty: 5483.660645
	Iteration 83Q: 3 clusters Score -7530126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -7530161.500000 Penalty: 5483.660645
	Iteration 84Q: 3 clusters Score -7530162 nChanged 44
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7530165 nChanged 50
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Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -7530184.500000 Penalty: 5483.660645
	Iteration 86Q: 3 clusters Score -7530184 nChanged 54
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -7530176.500000 Penalty: 5483.660645
	Iteration 87Q: 3 clusters Score -7530176 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -7530181.000000 Penalty: 5483.660645
	Iteration 88Q: 3 clusters Score -7530181 nChanged 40
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -7530179.500000 Penalty: 5483.660645
	Iteration 89Q: 3 clusters Score -7530180 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7530176 nChanged 30
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Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7530174.500000 Penalty: 5483.660645
	Iteration 91Q: 3 clusters Score -7530174 nChanged 25
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7530177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7530185.500000 Penalty: 5483.660645
	Iteration 93Q: 3 clusters Score -7530186 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -7530182.500000 Penalty: 5483.660645
	Iteration 94Q: 3 clusters Score -7530182 nChanged 28
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -7530188.500000 Penalty: 5483.660645
	Iteration 95Q: 3 clusters Score -7530188 nChanged 23
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Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -7530203.500000 Penalty: 5483.660645
	Iteration 96Q: 3 clusters Score -7530204 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7530204 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -7530198.000000 Penalty: 5483.660645
	Iteration 98Q: 3 clusters Score -7530198 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7530207.000000 Penalty: 5483.660645
	Iteration 99Q: 3 clusters Score -7530207 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -7530214.500000 Penalty: 5483.660645
	Iteration 100F: 3 clusters Score -7530214 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -7530216.000000 Penalty: 5483.660645
	Iteration 101Q: 3 clusters Score -7530216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -7530209.000000 Penalty: 5483.660645
	Iteration 102Q: 3 clusters Score -7530209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -7530217.500000 Penalty: 5483.660645
	Iteration 103Q: 3 clusters Score -7530218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -7530214.500000 Penalty: 5483.660645
	Iteration 104Q: 3 clusters Score -7530214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -7530219.000000 Penalty: 5483.660645
	Iteration 105Q: 3 clusters Score -7530219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -7530222.000000 Penalty: 5483.660645
	Iteration 106Q: 3 clusters Score -7530222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -7530226.000000 Penalty: 5483.660645
	Iteration 107Q: 3 clusters Score -7530226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -7530226.500000 Penalty: 5483.660645
	Iteration 108Q: 3 clusters Score -7530226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -7530227.500000 Penalty: 5483.660645
	Iteration 109Q: 3 clusters Score -7530228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7530232.000000 Penalty: 5483.660645
	Iteration 110Q: 3 clusters Score -7530232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -7530232.000000 Penalty: 5483.660645
	Iteration 111Q: 3 clusters Score -7530232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -7530229.000000 Penalty: 5483.660645
	Iteration 112Q: 3 clusters Score -7530229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -7530233.000000 Penalty: 5483.660645
	Iteration 113Q: 3 clusters Score -7530233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -7530233.000000 Penalty: 5483.660645
	Iteration 114F: 3 clusters Score -7530233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (181871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Entering Unmasked Estep 
Score: -21605338.000000 Penalty: 3003.541016
	Iteration 0F: 2 clusters Score -2.160534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -21493466.000000 Penalty: 6007.082031
	Iteration 0F: 3 clusters Score -2.149347e+07 nChanged 87412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -21544112.000000 Penalty: 6007.082031
	Iteration 1F: 3 clusters Score -2.154411e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -21544974.000000 Penalty: 6007.082031
	Iteration 2Q: 3 clusters Score -2.154497e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -21546008.000000 Penalty: 6007.082031
	Iteration 3Q: 3 clusters Score -2.154601e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -21547804.000000 Penalty: 6007.082031
	Iteration 4Q: 3 clusters Score -2.15478e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -21550890.000000 Penalty: 6007.082031
	Iteration 5Q: 3 clusters Score -2.155089e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122428 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -21556632.000000 Penalty: 6007.082031
	Iteration 6F: 3 clusters Score -2.155663e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136745 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -21567324.000000 Penalty: 6007.082031
	Iteration 7F: 3 clusters Score -2.156732e+07 nChanged 17018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -21582754.000000 Penalty: 6007.082031
	Iteration 8F: 3 clusters Score -2.158275e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -21595108.000000 Penalty: 6007.082031
	Iteration 9F: 3 clusters Score -2.159511e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -21600636.000000 Penalty: 6007.082031
	Iteration 10Q: 3 clusters Score -2.160064e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180742 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21602142.000000 Penalty: 6007.082031
	Iteration 11Q: 3 clusters Score -2.160214e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21602498.000000 Penalty: 6007.082031
	Iteration 12Q: 3 clusters Score -2.16025e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181574 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21602610.000000 Penalty: 6007.082031
	Iteration 13Q: 3 clusters Score -2.160261e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181617 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21602692.000000 Penalty: 6007.082031
	Iteration 14Q: 3 clusters Score -2.160269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181629 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21602744.000000 Penalty: 6007.082031
	Iteration 15Q: 3 clusters Score -2.160274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181629 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21602766.000000 Penalty: 6007.082031
	Iteration 16Q: 3 clusters Score -2.160277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181639 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21602788.000000 Penalty: 6007.082031
	Iteration 17Q: 3 clusters Score -2.160279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21602810.000000 Penalty: 6007.082031
	Iteration 18Q: 3 clusters Score -2.160281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181644 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21602820.000000 Penalty: 6007.082031
	Iteration 19Q: 3 clusters Score -2.160282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181646 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21602816.000000 Penalty: 6007.082031
	Iteration 20F: 3 clusters Score -2.160282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21602830.000000 Penalty: 6007.082031
	Iteration 21Q: 3 clusters Score -2.160283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21602834.000000 Penalty: 6007.082031
	Iteration 22Q: 3 clusters Score -2.160283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181648 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21602834.000000 Penalty: 6007.082031
	Iteration 23F: 3 clusters Score -2.160283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -1113932.750000 Penalty: 2272.979004
	Iteration 0F: 2 clusters Score -1113933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1106528.500000 Penalty: 4545.958008
	Iteration 0F: 3 clusters Score -1106528 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1108655.750000 Penalty: 4545.958008
	Iteration 1F: 3 clusters Score -1108656 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1108996.375000 Penalty: 4545.958008
	Iteration 2F: 3 clusters Score -1108996 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1109240.000000 Penalty: 4545.958008
	Iteration 3F: 3 clusters Score -1109240 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1109446.000000 Penalty: 4545.958008
	Iteration 4Q: 3 clusters Score -1109446 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1109642.375000 Penalty: 4545.958008
	Iteration 5Q: 3 clusters Score -1109642 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1109817.750000 Penalty: 4545.958008
	Iteration 6Q: 3 clusters Score -1109818 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1109983.625000 Penalty: 4545.958008
	Iteration 7Q: 3 clusters Score -1109984 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1110149.625000 Penalty: 4545.958008
	Iteration 8Q: 3 clusters Score -1110150 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1110322.750000 Penalty: 4545.958008
	Iteration 9Q: 3 clusters Score -1110323 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1110511.125000 Penalty: 4545.958008
	Iteration 10Q: 3 clusters Score -1110511 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1110697.000000 Penalty: 4545.958008
	Iteration 11Q: 3 clusters Score -1110697 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1110911.375000 Penalty: 4545.958008
	Iteration 12Q: 3 clusters Score -1110911 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1111143.625000 Penalty: 4545.958008
	Iteration 13Q: 3 clusters Score -1111144 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1111346.250000 Penalty: 4545.958008
	Iteration 14Q: 3 clusters Score -1111346 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1111525.250000 Penalty: 4545.958008
	Iteration 15Q: 3 clusters Score -1111525 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1111679.500000 Penalty: 4545.958008
	Iteration 16Q: 3 clusters Score -1111680 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1111788.000000 Penalty: 4545.958008
	Iteration 17Q: 3 clusters Score -1111788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1111858.625000 Penalty: 4545.958008
	Iteration 18Q: 3 clusters Score -1111859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1111907.125000 Penalty: 4545.958008
	Iteration 19Q: 3 clusters Score -1111907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1111946.500000 Penalty: 4545.958008
	Iteration 20F: 3 clusters Score -1111946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1111968.875000 Penalty: 4545.958008
	Iteration 21Q: 3 clusters Score -1111969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1111987.750000 Penalty: 4545.958008
	Iteration 22Q: 3 clusters Score -1111988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1112002.500000 Penalty: 4545.958008
	Iteration 23Q: 3 clusters Score -1112002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1112009.625000 Penalty: 4545.958008
	Iteration 24Q: 3 clusters Score -1112010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1112016.000000 Penalty: 4545.958008
	Iteration 25Q: 3 clusters Score -1112016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1112024.125000 Penalty: 4545.958008
	Iteration 26Q: 3 clusters Score -1112024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1112028.250000 Penalty: 4545.958008
	Iteration 27Q: 3 clusters Score -1112028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1112030.125000 Penalty: 4545.958008
	Iteration 28Q: 3 clusters Score -1112030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1112037.500000 Penalty: 4545.958008
	Iteration 29Q: 3 clusters Score -1112038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1112043.500000 Penalty: 4545.958008
	Iteration 30Q: 3 clusters Score -1112044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1112043.750000 Penalty: 4545.958008
	Iteration 31Q: 3 clusters Score -1112044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1112046.000000 Penalty: 4545.958008
	Iteration 32Q: 3 clusters Score -1112046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1112049.625000 Penalty: 4545.958008
	Iteration 33Q: 3 clusters Score -1112050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1112048.500000 Penalty: 4545.958008
	Iteration 34Q: 3 clusters Score -1112048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1112050.000000 Penalty: 4545.958008
	Iteration 35Q: 3 clusters Score -1112050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1112055.125000 Penalty: 4545.958008
	Iteration 36Q: 3 clusters Score -1112055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1112059.750000 Penalty: 4545.958008
	Iteration 37Q: 3 clusters Score -1112060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1112061.500000 Penalty: 4545.958008
	Iteration 38Q: 3 clusters Score -1112062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1112064.750000 Penalty: 4545.958008
	Iteration 39Q: 3 clusters Score -1112065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1112065.875000 Penalty: 4545.958008
	Iteration 40F: 3 clusters Score -1112066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1112068.750000 Penalty: 4545.958008
	Iteration 41Q: 3 clusters Score -1112069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1112070.375000 Penalty: 4545.958008
	Iteration 42Q: 3 clusters Score -1112070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1112069.500000 Penalty: 4545.958008
	Iteration 43Q: 3 clusters Score -1112070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1112068.625000 Penalty: 4545.958008
	Iteration 44Q: 3 clusters Score -1112069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1112073.375000 Penalty: 4545.958008
	Iteration 45Q: 3 clusters Score -1112073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1112074.375000 Penalty: 4545.958008
	Iteration 46Q: 3 clusters Score -1112074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1112077.750000 Penalty: 4545.958008
	Iteration 47Q: 3 clusters Score -1112078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1112075.375000 Penalty: 4545.958008
	Iteration 48Q: 3 clusters Score -1112075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1112075.250000 Penalty: 4545.958008
	Iteration 49Q: 3 clusters Score -1112075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1112075.250000 Penalty: 4545.958008
	Iteration 50Q: 3 clusters Score -1112075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1112075.500000 Penalty: 4545.958008
	Iteration 51Q: 3 clusters Score -1112076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1112078.125000 Penalty: 4545.958008
	Iteration 52Q: 3 clusters Score -1112078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1112079.250000 Penalty: 4545.958008
	Iteration 53Q: 3 clusters Score -1112079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1112079.250000 Penalty: 4545.958008
	Iteration 54F: 3 clusters Score -1112079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -279076.812500 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -279076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276168.093750 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -276168.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -276695.218750 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -276695.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -276820.656250 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -276820.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -276908.750000 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -276908.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -276966.593750 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -276966.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276996.312500 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -276996.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -277012.156250 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -277012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -277023.750000 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -277023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277030.875000 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -277030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -277034.000000 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -277034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -277038.312500 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -277038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -277041.125000 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -277041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -277042.218750 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -277042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277043.843750 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -277043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277044.625000 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -277044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -277045.687500 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -277045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -277045.687500 Penalty: 3866.027832
	Iteration 16F: 3 clusters Score -277045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Entering Unmasked Estep 
Score: -8394405.000000 Penalty: 2768.610107
	Iteration 0F: 2 clusters Score -8394405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -8347039.000000 Penalty: 5537.220215
	Iteration 0F: 3 clusters Score -8347039 nChanged 33045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -8365625.500000 Penalty: 5537.220215
	Iteration 1F: 3 clusters Score -8365626 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8366118.000000 Penalty: 5537.220215
	Iteration 2Q: 3 clusters Score -8366118 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -8366641.500000 Penalty: 5537.220215
	Iteration 3Q: 3 clusters Score -8366642 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8367031.500000 Penalty: 5537.220215
	Iteration 4Q: 3 clusters Score -8367032 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8367426.500000 Penalty: 5537.220215
	Iteration 5Q: 3 clusters Score -8367426 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -8367921.000000 Penalty: 5537.220215
	Iteration 6Q: 3 clusters Score -8367921 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -8368463.500000 Penalty: 5537.220215
	Iteration 7Q: 3 clusters Score -8368464 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -8369151.500000 Penalty: 5537.220215
	Iteration 8Q: 3 clusters Score -8369152 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8370205.500000 Penalty: 5537.220215
	Iteration 9Q: 3 clusters Score -8370206 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8371930.000000 Penalty: 5537.220215
	Iteration 10Q: 3 clusters Score -8371930 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8374445.000000 Penalty: 5537.220215
	Iteration 11F: 3 clusters Score -8374445 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -8378223.500000 Penalty: 5537.220215
	Iteration 12F: 3 clusters Score -8378224 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -8382364.000000 Penalty: 5537.220215
	Iteration 13F: 3 clusters Score -8382364 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -8385412.000000 Penalty: 5537.220215
	Iteration 14F: 3 clusters Score -8385412 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -8387226.500000 Penalty: 5537.220215
	Iteration 15Q: 3 clusters Score -8387226 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -8388233.000000 Penalty: 5537.220215
	Iteration 16Q: 3 clusters Score -8388233 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -8388924.000000 Penalty: 5537.220215
	Iteration 17Q: 3 clusters Score -8388924 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -8389399.000000 Penalty: 5537.220215
	Iteration 18Q: 3 clusters Score -8389399 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -8389765.000000 Penalty: 5537.220215
	Iteration 19Q: 3 clusters Score -8389765 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -8390041.000000 Penalty: 5537.220215
	Iteration 20F: 3 clusters Score -8390041 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -8390307.000000 Penalty: 5537.220215
	Iteration 21Q: 3 clusters Score -8390307 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -8390544.000000 Penalty: 5537.220215
	Iteration 22Q: 3 clusters Score -8390544 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -8390731.000000 Penalty: 5537.220215
	Iteration 23Q: 3 clusters Score -8390731 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8390865.000000 Penalty: 5537.220215
	Iteration 24Q: 3 clusters Score -8390865 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -8391033.000000 Penalty: 5537.220215
	Iteration 25Q: 3 clusters Score -8391033 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -8391129.000000 Penalty: 5537.220215
	Iteration 26Q: 3 clusters Score -8391129 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -8391274.000000 Penalty: 5537.220215
	Iteration 27Q: 3 clusters Score -8391274 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -8391438.000000 Penalty: 5537.220215
	Iteration 28Q: 3 clusters Score -8391438 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -8391537.000000 Penalty: 5537.220215
	Iteration 29Q: 3 clusters Score -8391537 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -8391630.000000 Penalty: 5537.220215
	Iteration 30Q: 3 clusters Score -8391630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -8391730.000000 Penalty: 5537.220215
	Iteration 31Q: 3 clusters Score -8391730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -8391779.000000 Penalty: 5537.220215
	Iteration 32Q: 3 clusters Score -8391779 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -8391822.000000 Penalty: 5537.220215
	Iteration 33Q: 3 clusters Score -8391822 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -8391849.000000 Penalty: 5537.220215
	Iteration 34Q: 3 clusters Score -8391849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -8391892.000000 Penalty: 5537.220215
	Iteration 35Q: 3 clusters Score -8391892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -8391925.000000 Penalty: 5537.220215
	Iteration 36Q: 3 clusters Score -8391925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -8391969.000000 Penalty: 5537.220215
	Iteration 37Q: 3 clusters Score -8391969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -8392009.000000 Penalty: 5537.220215
	Iteration 38Q: 3 clusters Score -8392009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -8392053.000000 Penalty: 5537.220215
	Iteration 39Q: 3 clusters Score -8392053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8392066.000000 Penalty: 5537.220215
	Iteration 40F: 3 clusters Score -8392066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -8392085.000000 Penalty: 5537.220215
	Iteration 41Q: 3 clusters Score -8392085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -8392107.000000 Penalty: 5537.220215
	Iteration 42Q: 3 clusters Score -8392107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8392106.000000 Penalty: 5537.220215
	Iteration 43Q: 3 clusters Score -8392106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -8392120.000000 Penalty: 5537.220215
	Iteration 44Q: 3 clusters Score -8392120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -8392143.000000 Penalty: 5537.220215
	Iteration 45Q: 3 clusters Score -8392143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -8392136.000000 Penalty: 5537.220215
	Iteration 46Q: 3 clusters Score -8392136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -8392154.000000 Penalty: 5537.220215
	Iteration 47Q: 3 clusters Score -8392154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8392172.000000 Penalty: 5537.220215
	Iteration 48Q: 3 clusters Score -8392172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8392170.000000 Penalty: 5537.220215
	Iteration 49Q: 3 clusters Score -8392170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -8392174.000000 Penalty: 5537.220215
	Iteration 50Q: 3 clusters Score -8392174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -8392184.000000 Penalty: 5537.220215
	Iteration 51Q: 3 clusters Score -8392184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -8392198.000000 Penalty: 5537.220215
	Iteration 52Q: 3 clusters Score -8392198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -8392194.000000 Penalty: 5537.220215
	Iteration 53Q: 3 clusters Score -8392194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8392198.000000 Penalty: 5537.220215
	Iteration 54Q: 3 clusters Score -8392198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -8392219.000000 Penalty: 5537.220215
	Iteration 55Q: 3 clusters Score -8392219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -8392210.000000 Penalty: 5537.220215
	Iteration 56Q: 3 clusters Score -8392210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -8392217.000000 Penalty: 5537.220215
	Iteration 57Q: 3 clusters Score -8392217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8392235.000000 Penalty: 5537.220215
	Iteration 58Q: 3 clusters Score -8392235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -8392230.000000 Penalty: 5537.220215
	Iteration 59Q: 3 clusters Score -8392230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -8392238.000000 Penalty: 5537.220215
	Iteration 60F: 3 clusters Score -8392238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -8392244.000000 Penalty: 5537.220215
	Iteration 61Q: 3 clusters Score -8392244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -8392241.000000 Penalty: 5537.220215
	Iteration 62Q: 3 clusters Score -8392241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -8392233.000000 Penalty: 5537.220215
	Iteration 63Q: 3 clusters Score -8392233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -8392233.000000 Penalty: 5537.220215
	Iteration 64Q: 3 clusters Score -8392233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8392243.000000 Penalty: 5537.220215
	Iteration 65Q: 3 clusters Score -8392243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -8392256.000000 Penalty: 5537.220215
	Iteration 66Q: 3 clusters Score -8392256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -8392272.000000 Penalty: 5537.220215
	Iteration 67Q: 3 clusters Score -8392272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8392282.000000 Penalty: 5537.220215
	Iteration 68Q: 3 clusters Score -8392282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -8392295.000000 Penalty: 5537.220215
	Iteration 69Q: 3 clusters Score -8392295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8392298.000000 Penalty: 5537.220215
	Iteration 70Q: 3 clusters Score -8392298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -8392303.000000 Penalty: 5537.220215
	Iteration 71Q: 3 clusters Score -8392303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -8392320.000000 Penalty: 5537.220215
	Iteration 72Q: 3 clusters Score -8392320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -8392320.000000 Penalty: 5537.220215
	Iteration 73Q: 3 clusters Score -8392320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -8392325.000000 Penalty: 5537.220215
	Iteration 74Q: 3 clusters Score -8392325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -8392337.000000 Penalty: 5537.220215
	Iteration 75Q: 3 clusters Score -8392337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -8392350.000000 Penalty: 5537.220215
	Iteration 76Q: 3 clusters Score -8392350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -8392346.000000 Penalty: 5537.220215
	Iteration 77Q: 3 clusters Score -8392346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -8392353.000000 Penalty: 5537.220215
	Iteration 78Q: 3 clusters Score -8392353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -8392353.000000 Penalty: 5537.220215
	Iteration 79Q: 3 clusters Score -8392353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -8392361.000000 Penalty: 5537.220215
	Iteration 80F: 3 clusters Score -8392361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -8392368.000000 Penalty: 5537.220215
	Iteration 81Q: 3 clusters Score -8392368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -8392367.000000 Penalty: 5537.220215
	Iteration 82Q: 3 clusters Score -8392367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -8392365.000000 Penalty: 5537.220215
	Iteration 83Q: 3 clusters Score -8392365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -8392361.000000 Penalty: 5537.220215
	Iteration 84Q: 3 clusters Score -8392361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -8392359.000000 Penalty: 5537.220215
	Iteration 85Q: 3 clusters Score -8392359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 68542 members 
Entering Unmasked Estep 
Score: -8392353.000000 Penalty: 5537.220215
	Iteration 86Q: 3 clusters Score -8392353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -8392353.000000 Penalty: 5537.220215
	Iteration 87Q: 3 clusters Score -8392353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -8392355.000000 Penalty: 5537.220215
	Iteration 88Q: 3 clusters Score -8392355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -8392355.000000 Penalty: 5537.220215
	Iteration 89F: 3 clusters Score -8392355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Entering Unmasked Estep 
Score: -24959516.000000 Penalty: 3042.318115
	Iteration 0F: 2 clusters Score -2.495952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -24821470.000000 Penalty: 6084.636230
	Iteration 0F: 3 clusters Score -2.482147e+07 nChanged 102571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -24881504.000000 Penalty: 6084.636230
	Iteration 1F: 3 clusters Score -2.48815e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -24882878.000000 Penalty: 6084.636230
	Iteration 2Q: 3 clusters Score -2.488288e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -24885174.000000 Penalty: 6084.636230
	Iteration 3Q: 3 clusters Score -2.488517e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 95535 members 
Entering Unmasked Estep 
Score: -24888120.000000 Penalty: 6084.636230
	Iteration 4Q: 3 clusters Score -2.488812e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 90001 members 
Entering Unmasked Estep 
Score: -24892268.000000 Penalty: 6084.636230
	Iteration 5Q: 3 clusters Score -2.489227e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130132 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -24898464.000000 Penalty: 6084.636230
	Iteration 6F: 3 clusters Score -2.489846e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139549 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -24907000.000000 Penalty: 6084.636230
	Iteration 7F: 3 clusters Score -2.4907e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149882 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -24917330.000000 Penalty: 6084.636230
	Iteration 8F: 3 clusters Score -2.491733e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -24927314.000000 Penalty: 6084.636230
	Iteration 9F: 3 clusters Score -2.492731e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -24934400.000000 Penalty: 6084.636230
	Iteration 10Q: 3 clusters Score -2.49344e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -24938482.000000 Penalty: 6084.636230
	Iteration 11Q: 3 clusters Score -2.493848e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -24940920.000000 Penalty: 6084.636230
	Iteration 12Q: 3 clusters Score -2.494092e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -24942830.000000 Penalty: 6084.636230
	Iteration 13Q: 3 clusters Score -2.494283e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -24944256.000000 Penalty: 6084.636230
	Iteration 14Q: 3 clusters Score -2.494426e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187507 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -24945564.000000 Penalty: 6084.636230
	Iteration 15Q: 3 clusters Score -2.494556e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190690 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -24946886.000000 Penalty: 6084.636230
	Iteration 16Q: 3 clusters Score -2.494689e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -24948176.000000 Penalty: 6084.636230
	Iteration 17Q: 3 clusters Score -2.494818e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196310 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -24949466.000000 Penalty: 6084.636230
	Iteration 18Q: 3 clusters Score -2.494947e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198598 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -24950566.000000 Penalty: 6084.636230
	Iteration 19Q: 3 clusters Score -2.495057e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200650 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -24951618.000000 Penalty: 6084.636230
	Iteration 20F: 3 clusters Score -2.495162e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202397 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -24952348.000000 Penalty: 6084.636230
	Iteration 21Q: 3 clusters Score -2.495235e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203892 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -24953128.000000 Penalty: 6084.636230
	Iteration 22Q: 3 clusters Score -2.495313e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205106 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -24953888.000000 Penalty: 6084.636230
	Iteration 23Q: 3 clusters Score -2.495389e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206136 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -24954480.000000 Penalty: 6084.636230
	Iteration 24Q: 3 clusters Score -2.495448e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207034 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -24954956.000000 Penalty: 6084.636230
	Iteration 25Q: 3 clusters Score -2.495496e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207776 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -24955272.000000 Penalty: 6084.636230
	Iteration 26Q: 3 clusters Score -2.495527e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208379 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -24955508.000000 Penalty: 6084.636230
	Iteration 27Q: 3 clusters Score -2.495551e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208891 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -24955682.000000 Penalty: 6084.636230
	Iteration 28Q: 3 clusters Score -2.495568e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209294 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -24955878.000000 Penalty: 6084.636230
	Iteration 29Q: 3 clusters Score -2.495588e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209638 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -24956004.000000 Penalty: 6084.636230
	Iteration 30Q: 3 clusters Score -2.4956e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209914 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -24956106.000000 Penalty: 6084.636230
	Iteration 31Q: 3 clusters Score -2.495611e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210165 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -24956238.000000 Penalty: 6084.636230
	Iteration 32Q: 3 clusters Score -2.495624e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210386 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24956392.000000 Penalty: 6084.636230
	Iteration 33Q: 3 clusters Score -2.495639e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210576 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -24956424.000000 Penalty: 6084.636230
	Iteration 34Q: 3 clusters Score -2.495642e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210727 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -24956466.000000 Penalty: 6084.636230
	Iteration 35Q: 3 clusters Score -2.495647e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210836 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -24956522.000000 Penalty: 6084.636230
	Iteration 36Q: 3 clusters Score -2.495652e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210938 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -24956588.000000 Penalty: 6084.636230
	Iteration 37Q: 3 clusters Score -2.495659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211031 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24956622.000000 Penalty: 6084.636230
	Iteration 38Q: 3 clusters Score -2.495662e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211096 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24956664.000000 Penalty: 6084.636230
	Iteration 39Q: 3 clusters Score -2.495666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211149 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -24956686.000000 Penalty: 6084.636230
	Iteration 40F: 3 clusters Score -2.495669e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211194 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -24956690.000000 Penalty: 6084.636230
	Iteration 41Q: 3 clusters Score -2.495669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211230 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -24956720.000000 Penalty: 6084.636230
	Iteration 42Q: 3 clusters Score -2.495672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211264 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -24956750.000000 Penalty: 6084.636230
	Iteration 43Q: 3 clusters Score -2.495675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211301 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -24956744.000000 Penalty: 6084.636230
	Iteration 44Q: 3 clusters Score -2.495674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211341 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24956758.000000 Penalty: 6084.636230
	Iteration 45Q: 3 clusters Score -2.495676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211375 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -24956758.000000 Penalty: 6084.636230
	Iteration 46Q: 3 clusters Score -2.495676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211398 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -24956786.000000 Penalty: 6084.636230
	Iteration 47Q: 3 clusters Score -2.495679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211421 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -24956792.000000 Penalty: 6084.636230
	Iteration 48Q: 3 clusters Score -2.495679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211433 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -24956784.000000 Penalty: 6084.636230
	Iteration 49Q: 3 clusters Score -2.495678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211441 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -24956806.000000 Penalty: 6084.636230
	Iteration 50Q: 3 clusters Score -2.495681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211454 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -24956806.000000 Penalty: 6084.636230
	Iteration 51Q: 3 clusters Score -2.495681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211467 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -24956840.000000 Penalty: 6084.636230
	Iteration 52Q: 3 clusters Score -2.495684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211481 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24956816.000000 Penalty: 6084.636230
	Iteration 53Q: 3 clusters Score -2.495682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211493 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -24956826.000000 Penalty: 6084.636230
	Iteration 54Q: 3 clusters Score -2.495683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211501 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -24956828.000000 Penalty: 6084.636230
	Iteration 55Q: 3 clusters Score -2.495683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211508 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24956834.000000 Penalty: 6084.636230
	Iteration 56Q: 3 clusters Score -2.495683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211520 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24956880.000000 Penalty: 6084.636230
	Iteration 57Q: 3 clusters Score -2.495688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211525 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -24956836.000000 Penalty: 6084.636230
	Iteration 58Q: 3 clusters Score -2.495684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211530 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24956854.000000 Penalty: 6084.636230
	Iteration 59Q: 3 clusters Score -2.495685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211538 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24956858.000000 Penalty: 6084.636230
	Iteration 60F: 3 clusters Score -2.495686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211545 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -24956846.000000 Penalty: 6084.636230
	Iteration 61Q: 3 clusters Score -2.495685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211550 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -24956852.000000 Penalty: 6084.636230
	Iteration 62Q: 3 clusters Score -2.495685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211557 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24956844.000000 Penalty: 6084.636230
	Iteration 63Q: 3 clusters Score -2.495684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211563 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -24956862.000000 Penalty: 6084.636230
	Iteration 64Q: 3 clusters Score -2.495686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211568 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -24956862.000000 Penalty: 6084.636230
	Iteration 65Q: 3 clusters Score -2.495686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211570 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -24956870.000000 Penalty: 6084.636230
	Iteration 66Q: 3 clusters Score -2.495687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211577 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -24956872.000000 Penalty: 6084.636230
	Iteration 67Q: 3 clusters Score -2.495687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24956880.000000 Penalty: 6084.636230
	Iteration 68Q: 3 clusters Score -2.495688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211594 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -24956872.000000 Penalty: 6084.636230
	Iteration 69Q: 3 clusters Score -2.495687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -24956858.000000 Penalty: 6084.636230
	Iteration 70Q: 3 clusters Score -2.495686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211609 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -24956866.000000 Penalty: 6084.636230
	Iteration 71Q: 3 clusters Score -2.495687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211613 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -24956876.000000 Penalty: 6084.636230
	Iteration 72Q: 3 clusters Score -2.495688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211618 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -24956886.000000 Penalty: 6084.636230
	Iteration 73Q: 3 clusters Score -2.495689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211621 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -24956888.000000 Penalty: 6084.636230
	Iteration 74Q: 3 clusters Score -2.495689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211624 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -24956908.000000 Penalty: 6084.636230
	Iteration 75Q: 3 clusters Score -2.495691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -24956904.000000 Penalty: 6084.636230
	Iteration 76Q: 3 clusters Score -2.49569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211626 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -24956898.000000 Penalty: 6084.636230
	Iteration 77Q: 3 clusters Score -2.49569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211626 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -24956898.000000 Penalty: 6084.636230
	Iteration 78F: 3 clusters Score -2.49569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (158936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158936 members 
Entering Unmasked Estep 
Score: -18787292.000000 Penalty: 2970.111816
	Iteration 0F: 2 clusters Score -1.878729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -18681722.000000 Penalty: 5940.223633
	Iteration 0F: 3 clusters Score -1.868172e+07 nChanged 76041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -18726282.000000 Penalty: 5940.223633
	Iteration 1F: 3 clusters Score -1.872628e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -18727892.000000 Penalty: 5940.223633
	Iteration 2Q: 3 clusters Score -1.872789e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -18730740.000000 Penalty: 5940.223633
	Iteration 3Q: 3 clusters Score -1.873074e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -18736028.000000 Penalty: 5940.223633
	Iteration 4F: 3 clusters Score -1.873603e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -18744886.000000 Penalty: 5940.223633
	Iteration 5F: 3 clusters Score -1.874489e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 122154 members 
Entering Unmasked Estep 
Score: -18757042.000000 Penalty: 5940.223633
	Iteration 6F: 3 clusters Score -1.875704e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -18769124.000000 Penalty: 5940.223633
	Iteration 7F: 3 clusters Score -1.876912e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 140554 members 
Entering Unmasked Estep 
Score: -18777458.000000 Penalty: 5940.223633
	Iteration 8F: 3 clusters Score -1.877746e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -18781086.000000 Penalty: 5940.223633
	Iteration 9Q: 3 clusters Score -1.878109e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 146040 members 
Entering Unmasked Estep 
Score: -18782668.000000 Penalty: 5940.223633
	Iteration 10Q: 3 clusters Score -1.878267e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -18783382.000000 Penalty: 5940.223633
	Iteration 11Q: 3 clusters Score -1.878338e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 148710 members 
Entering Unmasked Estep 
Score: -18783792.000000 Penalty: 5940.223633
	Iteration 12Q: 3 clusters Score -1.878379e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 149775 members 
Entering Unmasked Estep 
Score: -18784098.000000 Penalty: 5940.223633
	Iteration 13Q: 3 clusters Score -1.87841e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 150699 members 
Entering Unmasked Estep 
Score: -18784352.000000 Penalty: 5940.223633
	Iteration 14Q: 3 clusters Score -1.878435e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -18784572.000000 Penalty: 5940.223633
	Iteration 15Q: 3 clusters Score -1.878457e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -18784784.000000 Penalty: 5940.223633
	Iteration 16Q: 3 clusters Score -1.878478e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 152880 members 
Entering Unmasked Estep 
Score: -18785012.000000 Penalty: 5940.223633
	Iteration 17Q: 3 clusters Score -1.878501e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 153420 members 
Entering Unmasked Estep 
Score: -18785070.000000 Penalty: 5940.223633
	Iteration 18Q: 3 clusters Score -1.878507e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -18785230.000000 Penalty: 5940.223633
	Iteration 19Q: 3 clusters Score -1.878523e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -18785308.000000 Penalty: 5940.223633
	Iteration 20F: 3 clusters Score -1.878531e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -18785346.000000 Penalty: 5940.223633
	Iteration 21Q: 3 clusters Score -1.878535e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 154782 members 
Entering Unmasked Estep 
Score: -18785402.000000 Penalty: 5940.223633
	Iteration 22Q: 3 clusters Score -1.87854e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -18785432.000000 Penalty: 5940.223633
	Iteration 23Q: 3 clusters Score -1.878543e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -18785434.000000 Penalty: 5940.223633
	Iteration 24Q: 3 clusters Score -1.878543e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -18785456.000000 Penalty: 5940.223633
	Iteration 25Q: 3 clusters Score -1.878546e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -18785474.000000 Penalty: 5940.223633
	Iteration 26Q: 3 clusters Score -1.878547e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -18785524.000000 Penalty: 5940.223633
	Iteration 27Q: 3 clusters Score -1.878552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -18785536.000000 Penalty: 5940.223633
	Iteration 28Q: 3 clusters Score -1.878554e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -18785548.000000 Penalty: 5940.223633
	Iteration 29Q: 3 clusters Score -1.878555e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 155771 members 
Entering Unmasked Estep 
Score: -18785560.000000 Penalty: 5940.223633
	Iteration 30Q: 3 clusters Score -1.878556e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -18785548.000000 Penalty: 5940.223633
	Iteration 31Q: 3 clusters Score -1.878555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -18785586.000000 Penalty: 5940.223633
	Iteration 32Q: 3 clusters Score -1.878559e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -18785578.000000 Penalty: 5940.223633
	Iteration 33Q: 3 clusters Score -1.878558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 155954 members 
Entering Unmasked Estep 
Score: -18785562.000000 Penalty: 5940.223633
	Iteration 34Q: 3 clusters Score -1.878556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -18785560.000000 Penalty: 5940.223633
	Iteration 35Q: 3 clusters Score -1.878556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -18785566.000000 Penalty: 5940.223633
	Iteration 36Q: 3 clusters Score -1.878557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -18785574.000000 Penalty: 5940.223633
	Iteration 37Q: 3 clusters Score -1.878557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -18785574.000000 Penalty: 5940.223633
	Iteration 38Q: 3 clusters Score -1.878557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -18785568.000000 Penalty: 5940.223633
	Iteration 39Q: 3 clusters Score -1.878557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -18785574.000000 Penalty: 5940.223633
	Iteration 40F: 3 clusters Score -1.878557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -18785574.000000 Penalty: 5940.223633
	Iteration 41Q: 3 clusters Score -1.878557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -18785550.000000 Penalty: 5940.223633
	Iteration 42Q: 3 clusters Score -1.878555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 156133 members 
Entering Unmasked Estep 
Score: -18785552.000000 Penalty: 5940.223633
	Iteration 43Q: 3 clusters Score -1.878555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -18785544.000000 Penalty: 5940.223633
	Iteration 44Q: 3 clusters Score -1.878554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -18785544.000000 Penalty: 5940.223633
	Iteration 45Q: 3 clusters Score -1.878554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -18785552.000000 Penalty: 5940.223633
	Iteration 46Q: 3 clusters Score -1.878555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 156157 members 
Entering Unmasked Estep 
Score: -18785544.000000 Penalty: 5940.223633
	Iteration 47Q: 3 clusters Score -1.878554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 156160 members 
Entering Unmasked Estep 
Score: -18785550.000000 Penalty: 5940.223633
	Iteration 48Q: 3 clusters Score -1.878555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -18785552.000000 Penalty: 5940.223633
	Iteration 49Q: 3 clusters Score -1.878555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -18785534.000000 Penalty: 5940.223633
	Iteration 50Q: 3 clusters Score -1.878553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -18785528.000000 Penalty: 5940.223633
	Iteration 51Q: 3 clusters Score -1.878553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 156182 members 
Entering Unmasked Estep 
Score: -18785526.000000 Penalty: 5940.223633
	Iteration 52Q: 3 clusters Score -1.878553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -18785524.000000 Penalty: 5940.223633
	Iteration 53Q: 3 clusters Score -1.878552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -18785540.000000 Penalty: 5940.223633
	Iteration 54Q: 3 clusters Score -1.878554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -18785532.000000 Penalty: 5940.223633
	Iteration 55Q: 3 clusters Score -1.878553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -18785530.000000 Penalty: 5940.223633
	Iteration 56Q: 3 clusters Score -1.878553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -18785538.000000 Penalty: 5940.223633
	Iteration 57Q: 3 clusters Score -1.878554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -18785538.000000 Penalty: 5940.223633
	Iteration 58F: 3 clusters Score -1.878554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -339619.000000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -339619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -336476.093750 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -336476.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -337079.500000 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -337079.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -337216.281250 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -337216.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -337289.250000 Penalty: 3948.147217
	Iteration 3Q: 3 clusters Score -337289.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337332.562500 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -337332.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -337357.343750 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -337357.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -337374.062500 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -337374.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337390.187500 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -337390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337400.312500 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -337400.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337409.343750 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -337409.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337415.843750 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -337415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -337423.593750 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -337423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -337432.312500 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -337432.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337445.500000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -337445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -337453.656250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -337453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337459.062500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -337459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337464.687500 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -337464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -337469.593750 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -337469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -337473.937500 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -337473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -337477.500000 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -337477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -337480.093750 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -337480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337482.875000 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -337482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337484.875000 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -337484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337486.406250 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -337486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337487.218750 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -337487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -337487.218750 Penalty: 3948.147217
	Iteration 25F: 3 clusters Score -337487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Entering Unmasked Estep 
Score: -19789956.000000 Penalty: 2982.936279
	Iteration 0F: 2 clusters Score -1.978996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -19680532.000000 Penalty: 5965.872559
	Iteration 0F: 3 clusters Score -1.968053e+07 nChanged 79992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -19726736.000000 Penalty: 5965.872559
	Iteration 1F: 3 clusters Score -1.972674e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -19727772.000000 Penalty: 5965.872559
	Iteration 2Q: 3 clusters Score -1.972777e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -19729248.000000 Penalty: 5965.872559
	Iteration 3Q: 3 clusters Score -1.972925e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -19731620.000000 Penalty: 5965.872559
	Iteration 4Q: 3 clusters Score -1.973162e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -19736064.000000 Penalty: 5965.872559
	Iteration 5F: 3 clusters Score -1.973606e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -19743982.000000 Penalty: 5965.872559
	Iteration 6F: 3 clusters Score -1.974398e+07 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -19756450.000000 Penalty: 5965.872559
	Iteration 7F: 3 clusters Score -1.975645e+07 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -19770514.000000 Penalty: 5965.872559
	Iteration 8F: 3 clusters Score -1.977051e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -19780134.000000 Penalty: 5965.872559
	Iteration 9F: 3 clusters Score -1.978013e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -19784854.000000 Penalty: 5965.872559
	Iteration 10Q: 3 clusters Score -1.978485e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -19786376.000000 Penalty: 5965.872559
	Iteration 11Q: 3 clusters Score -1.978638e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -19786888.000000 Penalty: 5965.872559
	Iteration 12Q: 3 clusters Score -1.978689e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -19787094.000000 Penalty: 5965.872559
	Iteration 13Q: 3 clusters Score -1.978709e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -19787118.000000 Penalty: 5965.872559
	Iteration 14Q: 3 clusters Score -1.978712e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -19787180.000000 Penalty: 5965.872559
	Iteration 15Q: 3 clusters Score -1.978718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 167044 members 
Entering Unmasked Estep 
Score: -19787204.000000 Penalty: 5965.872559
	Iteration 16Q: 3 clusters Score -1.97872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 167057 members 
Entering Unmasked Estep 
Score: -19787208.000000 Penalty: 5965.872559
	Iteration 17Q: 3 clusters Score -1.978721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -19787214.000000 Penalty: 5965.872559
	Iteration 18Q: 3 clusters Score -1.978721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -19787240.000000 Penalty: 5965.872559
	Iteration 19Q: 3 clusters Score -1.978724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -19787228.000000 Penalty: 5965.872559
	Iteration 20F: 3 clusters Score -1.978723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -19787248.000000 Penalty: 5965.872559
	Iteration 21Q: 3 clusters Score -1.978725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -19787252.000000 Penalty: 5965.872559
	Iteration 22Q: 3 clusters Score -1.978725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -19787258.000000 Penalty: 5965.872559
	Iteration 23Q: 3 clusters Score -1.978726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -19787258.000000 Penalty: 5965.872559
	Iteration 24Q: 3 clusters Score -1.978726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -19787256.000000 Penalty: 5965.872559
	Iteration 25Q: 3 clusters Score -1.978726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -19787256.000000 Penalty: 5965.872559
	Iteration 26Q: 3 clusters Score -1.978726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -19787256.000000 Penalty: 5965.872559
	Iteration 27Q: 3 clusters Score -1.978726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -19787256.000000 Penalty: 5965.872559
	Iteration 28F: 3 clusters Score -1.978726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -2321358.250000 Penalty: 2455.095947
	Iteration 0F: 2 clusters Score -2321358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2307411.750000 Penalty: 4910.191895
	Iteration 0F: 3 clusters Score -2307412 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2312082.750000 Penalty: 4910.191895
	Iteration 1F: 3 clusters Score -2312083 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2312418.000000 Penalty: 4910.191895
	Iteration 2F: 3 clusters Score -2312418 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2312701.000000 Penalty: 4910.191895
	Iteration 3Q: 3 clusters Score -2312701 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2312920.750000 Penalty: 4910.191895
	Iteration 4Q: 3 clusters Score -2312921 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2313161.750000 Penalty: 4910.191895
	Iteration 5Q: 3 clusters Score -2313162 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2313368.500000 Penalty: 4910.191895
	Iteration 6Q: 3 clusters Score -2313368 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2313583.250000 Penalty: 4910.191895
	Iteration 7Q: 3 clusters Score -2313583 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2313843.750000 Penalty: 4910.191895
	Iteration 8Q: 3 clusters Score -2313844 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2314108.000000 Penalty: 4910.191895
	Iteration 9Q: 3 clusters Score -2314108 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2314385.750000 Penalty: 4910.191895
	Iteration 10Q: 3 clusters Score -2314386 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2314728.000000 Penalty: 4910.191895
	Iteration 11Q: 3 clusters Score -2314728 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2315108.500000 Penalty: 4910.191895
	Iteration 12Q: 3 clusters Score -2315108 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2315479.750000 Penalty: 4910.191895
	Iteration 13Q: 3 clusters Score -2315480 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2315863.000000 Penalty: 4910.191895
	Iteration 14Q: 3 clusters Score -2315863 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2316211.500000 Penalty: 4910.191895
	Iteration 15Q: 3 clusters Score -2316212 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2316541.250000 Penalty: 4910.191895
	Iteration 16Q: 3 clusters Score -2316541 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2316805.000000 Penalty: 4910.191895
	Iteration 17Q: 3 clusters Score -2316805 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2316990.500000 Penalty: 4910.191895
	Iteration 18Q: 3 clusters Score -2316990 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2317134.500000 Penalty: 4910.191895
	Iteration 19Q: 3 clusters Score -2317134 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2317237.500000 Penalty: 4910.191895
	Iteration 20F: 3 clusters Score -2317238 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2317301.250000 Penalty: 4910.191895
	Iteration 21Q: 3 clusters Score -2317301 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2317331.750000 Penalty: 4910.191895
	Iteration 22Q: 3 clusters Score -2317332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2317369.000000 Penalty: 4910.191895
	Iteration 23Q: 3 clusters Score -2317369 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2317411.750000 Penalty: 4910.191895
	Iteration 24Q: 3 clusters Score -2317412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2317456.250000 Penalty: 4910.191895
	Iteration 25Q: 3 clusters Score -2317456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2317482.000000 Penalty: 4910.191895
	Iteration 26Q: 3 clusters Score -2317482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2317510.250000 Penalty: 4910.191895
	Iteration 27Q: 3 clusters Score -2317510 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2317546.000000 Penalty: 4910.191895
	Iteration 28Q: 3 clusters Score -2317546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2317572.250000 Penalty: 4910.191895
	Iteration 29Q: 3 clusters Score -2317572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2317606.750000 Penalty: 4910.191895
	Iteration 30Q: 3 clusters Score -2317607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2317641.000000 Penalty: 4910.191895
	Iteration 31Q: 3 clusters Score -2317641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2317672.750000 Penalty: 4910.191895
	Iteration 32Q: 3 clusters Score -2317673 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2317714.250000 Penalty: 4910.191895
	Iteration 33Q: 3 clusters Score -2317714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2317752.000000 Penalty: 4910.191895
	Iteration 34Q: 3 clusters Score -2317752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2317792.000000 Penalty: 4910.191895
	Iteration 35Q: 3 clusters Score -2317792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2317836.000000 Penalty: 4910.191895
	Iteration 36Q: 3 clusters Score -2317836 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2317886.250000 Penalty: 4910.191895
	Iteration 37Q: 3 clusters Score -2317886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2317933.000000 Penalty: 4910.191895
	Iteration 38Q: 3 clusters Score -2317933 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2317974.500000 Penalty: 4910.191895
	Iteration 39Q: 3 clusters Score -2317974 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2318029.250000 Penalty: 4910.191895
	Iteration 40F: 3 clusters Score -2318029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2318081.500000 Penalty: 4910.191895
	Iteration 41Q: 3 clusters Score -2318082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2318158.000000 Penalty: 4910.191895
	Iteration 42Q: 3 clusters Score -2318158 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2318226.750000 Penalty: 4910.191895
	Iteration 43Q: 3 clusters Score -2318227 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2318306.500000 Penalty: 4910.191895
	Iteration 44Q: 3 clusters Score -2318306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2318377.000000 Penalty: 4910.191895
	Iteration 45Q: 3 clusters Score -2318377 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2318454.500000 Penalty: 4910.191895
	Iteration 46Q: 3 clusters Score -2318454 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2318539.750000 Penalty: 4910.191895
	Iteration 47Q: 3 clusters Score -2318540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2318618.000000 Penalty: 4910.191895
	Iteration 48Q: 3 clusters Score -2318618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2318701.250000 Penalty: 4910.191895
	Iteration 49Q: 3 clusters Score -2318701 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2318787.000000 Penalty: 4910.191895
	Iteration 50Q: 3 clusters Score -2318787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2318855.750000 Penalty: 4910.191895
	Iteration 51Q: 3 clusters Score -2318856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2318920.250000 Penalty: 4910.191895
	Iteration 52Q: 3 clusters Score -2318920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2318965.500000 Penalty: 4910.191895
	Iteration 53Q: 3 clusters Score -2318966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2319009.000000 Penalty: 4910.191895
	Iteration 54Q: 3 clusters Score -2319009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2319037.500000 Penalty: 4910.191895
	Iteration 55Q: 3 clusters Score -2319038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2319072.500000 Penalty: 4910.191895
	Iteration 56Q: 3 clusters Score -2319072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2319090.250000 Penalty: 4910.191895
	Iteration 57Q: 3 clusters Score -2319090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2319109.000000 Penalty: 4910.191895
	Iteration 58Q: 3 clusters Score -2319109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2319134.250000 Penalty: 4910.191895
	Iteration 59Q: 3 clusters Score -2319134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2319158.500000 Penalty: 4910.191895
	Iteration 60F: 3 clusters Score -2319158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2319173.750000 Penalty: 4910.191895
	Iteration 61Q: 3 clusters Score -2319174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2319187.750000 Penalty: 4910.191895
	Iteration 62Q: 3 clusters Score -2319188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2319199.250000 Penalty: 4910.191895
	Iteration 63Q: 3 clusters Score -2319199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2319206.000000 Penalty: 4910.191895
	Iteration 64Q: 3 clusters Score -2319206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2319214.000000 Penalty: 4910.191895
	Iteration 65Q: 3 clusters Score -2319214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2319218.000000 Penalty: 4910.191895
	Iteration 66Q: 3 clusters Score -2319218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2319227.750000 Penalty: 4910.191895
	Iteration 67Q: 3 clusters Score -2319228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2319242.250000 Penalty: 4910.191895
	Iteration 68Q: 3 clusters Score -2319242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2319258.250000 Penalty: 4910.191895
	Iteration 69Q: 3 clusters Score -2319258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2319270.500000 Penalty: 4910.191895
	Iteration 70Q: 3 clusters Score -2319270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2319275.500000 Penalty: 4910.191895
	Iteration 71Q: 3 clusters Score -2319276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2319274.250000 Penalty: 4910.191895
	Iteration 72Q: 3 clusters Score -2319274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2319280.250000 Penalty: 4910.191895
	Iteration 73Q: 3 clusters Score -2319280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2319286.250000 Penalty: 4910.191895
	Iteration 74Q: 3 clusters Score -2319286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2319287.000000 Penalty: 4910.191895
	Iteration 75Q: 3 clusters Score -2319287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2319286.250000 Penalty: 4910.191895
	Iteration 76Q: 3 clusters Score -2319286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2319289.750000 Penalty: 4910.191895
	Iteration 77Q: 3 clusters Score -2319290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2319299.250000 Penalty: 4910.191895
	Iteration 78Q: 3 clusters Score -2319299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2319302.750000 Penalty: 4910.191895
	Iteration 79Q: 3 clusters Score -2319303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2319306.250000 Penalty: 4910.191895
	Iteration 80F: 3 clusters Score -2319306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2319306.500000 Penalty: 4910.191895
	Iteration 81Q: 3 clusters Score -2319306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2319307.750000 Penalty: 4910.191895
	Iteration 82Q: 3 clusters Score -2319308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2319307.750000 Penalty: 4910.191895
	Iteration 83F: 3 clusters Score -2319308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Entering Unmasked Estep 
Score: -6979962.500000 Penalty: 2724.293701
	Iteration 0F: 2 clusters Score -6979962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -6940223.500000 Penalty: 5448.587402
	Iteration 0F: 3 clusters Score -6940224 nChanged 27505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -6955798.000000 Penalty: 5448.587402
	Iteration 1F: 3 clusters Score -6955798 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -6956590.000000 Penalty: 5448.587402
	Iteration 2Q: 3 clusters Score -6956590 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -6957568.000000 Penalty: 5448.587402
	Iteration 3Q: 3 clusters Score -6957568 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -6958850.500000 Penalty: 5448.587402
	Iteration 4Q: 3 clusters Score -6958850 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -6960217.000000 Penalty: 5448.587402
	Iteration 5F: 3 clusters Score -6960217 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6961654.000000 Penalty: 5448.587402
	Iteration 6F: 3 clusters Score -6961654 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -6963136.000000 Penalty: 5448.587402
	Iteration 7F: 3 clusters Score -6963136 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -6964473.000000 Penalty: 5448.587402
	Iteration 8F: 3 clusters Score -6964473 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -6965661.500000 Penalty: 5448.587402
	Iteration 9Q: 3 clusters Score -6965662 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -6966875.000000 Penalty: 5448.587402
	Iteration 10Q: 3 clusters Score -6966875 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -6968086.500000 Penalty: 5448.587402
	Iteration 11Q: 3 clusters Score -6968086 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -6969281.500000 Penalty: 5448.587402
	Iteration 12Q: 3 clusters Score -6969282 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6970474.000000 Penalty: 5448.587402
	Iteration 13Q: 3 clusters Score -6970474 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -6971361.000000 Penalty: 5448.587402
	Iteration 14Q: 3 clusters Score -6971361 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -6972041.000000 Penalty: 5448.587402
	Iteration 15Q: 3 clusters Score -6972041 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6972558.000000 Penalty: 5448.587402
	Iteration 16Q: 3 clusters Score -6972558 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -6973038.500000 Penalty: 5448.587402
	Iteration 17Q: 3 clusters Score -6973038 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -6973499.000000 Penalty: 5448.587402
	Iteration 18Q: 3 clusters Score -6973499 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -6973944.500000 Penalty: 5448.587402
	Iteration 19Q: 3 clusters Score -6973944 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -6974417.500000 Penalty: 5448.587402
	Iteration 20F: 3 clusters Score -6974418 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -6974941.000000 Penalty: 5448.587402
	Iteration 21Q: 3 clusters Score -6974941 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6975386.000000 Penalty: 5448.587402
	Iteration 22Q: 3 clusters Score -6975386 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -6975791.000000 Penalty: 5448.587402
	Iteration 23Q: 3 clusters Score -6975791 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -6976122.000000 Penalty: 5448.587402
	Iteration 24Q: 3 clusters Score -6976122 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -6976422.000000 Penalty: 5448.587402
	Iteration 25Q: 3 clusters Score -6976422 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -6976695.000000 Penalty: 5448.587402
	Iteration 26Q: 3 clusters Score -6976695 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6976943.000000 Penalty: 5448.587402
	Iteration 27Q: 3 clusters Score -6976943 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6977153.500000 Penalty: 5448.587402
	Iteration 28Q: 3 clusters Score -6977154 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6977337.000000 Penalty: 5448.587402
	Iteration 29Q: 3 clusters Score -6977337 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6977437.000000 Penalty: 5448.587402
	Iteration 30Q: 3 clusters Score -6977437 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6977513.500000 Penalty: 5448.587402
	Iteration 31Q: 3 clusters Score -6977514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6977579.000000 Penalty: 5448.587402
	Iteration 32Q: 3 clusters Score -6977579 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6977621.000000 Penalty: 5448.587402
	Iteration 33Q: 3 clusters Score -6977621 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6977647.000000 Penalty: 5448.587402
	Iteration 34Q: 3 clusters Score -6977647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6977656.500000 Penalty: 5448.587402
	Iteration 35Q: 3 clusters Score -6977656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6977691.500000 Penalty: 5448.587402
	Iteration 36Q: 3 clusters Score -6977692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6977697.500000 Penalty: 5448.587402
	Iteration 37Q: 3 clusters Score -6977698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6977714.000000 Penalty: 5448.587402
	Iteration 38Q: 3 clusters Score -6977714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6977728.500000 Penalty: 5448.587402
	Iteration 39Q: 3 clusters Score -6977728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6977731.500000 Penalty: 5448.587402
	Iteration 40F: 3 clusters Score -6977732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6977744.000000 Penalty: 5448.587402
	Iteration 41Q: 3 clusters Score -6977744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6977762.000000 Penalty: 5448.587402
	Iteration 42Q: 3 clusters Score -6977762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6977763.000000 Penalty: 5448.587402
	Iteration 43Q: 3 clusters Score -6977763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6977779.000000 Penalty: 5448.587402
	Iteration 44Q: 3 clusters Score -6977779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6977785.000000 Penalty: 5448.587402
	Iteration 45Q: 3 clusters Score -6977785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6977786.500000 Penalty: 5448.587402
	Iteration 46Q: 3 clusters Score -6977786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6977798.000000 Penalty: 5448.587402
	Iteration 47Q: 3 clusters Score -6977798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6977800.500000 Penalty: 5448.587402
	Iteration 48Q: 3 clusters Score -6977800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6977795.500000 Penalty: 5448.587402
	Iteration 49Q: 3 clusters Score -6977796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56634 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6977790.500000 Penalty: 5448.587402
	Iteration 50Q: 3 clusters Score -6977790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6977793.000000 Penalty: 5448.587402
	Iteration 51Q: 3 clusters Score -6977793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6977813.500000 Penalty: 5448.587402
	Iteration 52Q: 3 clusters Score -6977814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6977806.000000 Penalty: 5448.587402
	Iteration 53Q: 3 clusters Score -6977806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6977810.000000 Penalty: 5448.587402
	Iteration 54Q: 3 clusters Score -6977810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6977807.000000 Penalty: 5448.587402
	Iteration 55Q: 3 clusters Score -6977807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6977806.500000 Penalty: 5448.587402
	Iteration 56Q: 3 clusters Score -6977806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6977811.000000 Penalty: 5448.587402
	Iteration 57Q: 3 clusters Score -6977811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6977813.000000 Penalty: 5448.587402
	Iteration 58Q: 3 clusters Score -6977813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6977810.500000 Penalty: 5448.587402
	Iteration 59Q: 3 clusters Score -6977810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6977808.500000 Penalty: 5448.587402
	Iteration 60F: 3 clusters Score -6977808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6977809.000000 Penalty: 5448.587402
	Iteration 61Q: 3 clusters Score -6977809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6977807.500000 Penalty: 5448.587402
	Iteration 62Q: 3 clusters Score -6977808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6977806.000000 Penalty: 5448.587402
	Iteration 63Q: 3 clusters Score -6977806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6977809.500000 Penalty: 5448.587402
	Iteration 64Q: 3 clusters Score -6977810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6977812.500000 Penalty: 5448.587402
	Iteration 65Q: 3 clusters Score -6977812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6977816.000000 Penalty: 5448.587402
	Iteration 66Q: 3 clusters Score -6977816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6977817.000000 Penalty: 5448.587402
	Iteration 67Q: 3 clusters Score -6977817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6977821.500000 Penalty: 5448.587402
	Iteration 68Q: 3 clusters Score -6977822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6977821.000000 Penalty: 5448.587402
	Iteration 69Q: 3 clusters Score -6977821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6977819.500000 Penalty: 5448.587402
	Iteration 70Q: 3 clusters Score -6977820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6977822.500000 Penalty: 5448.587402
	Iteration 71Q: 3 clusters Score -6977822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6977820.500000 Penalty: 5448.587402
	Iteration 72Q: 3 clusters Score -6977820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6977814.500000 Penalty: 5448.587402
	Iteration 73Q: 3 clusters Score -6977814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6977816.000000 Penalty: 5448.587402
	Iteration 74Q: 3 clusters Score -6977816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6977820.500000 Penalty: 5448.587402
	Iteration 75Q: 3 clusters Score -6977820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6977817.000000 Penalty: 5448.587402
	Iteration 76Q: 3 clusters Score -6977817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6977817.000000 Penalty: 5448.587402
	Iteration 77F: 3 clusters Score -6977817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -723659.812500 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -723659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -718422.062500 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -718422.1 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -719720.312500 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -719720.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -719975.937500 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -719975.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -720168.500000 Penalty: 4324.862305
	Iteration 3F: 3 clusters Score -720168.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -720354.375000 Penalty: 4324.862305
	Iteration 4Q: 3 clusters Score -720354.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -720553.125000 Penalty: 4324.862305
	Iteration 5Q: 3 clusters Score -720553.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -720782.750000 Penalty: 4324.862305
	Iteration 6F: 3 clusters Score -720782.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -721010.562500 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -721010.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -721247.125000 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -721247.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -721451.812500 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -721451.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -721616.187500 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -721616.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -721755.625000 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -721755.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -721868.562500 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -721868.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -721936.062500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -721936.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -722003.000000 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -722003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -722052.562500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -722052.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -722094.937500 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -722094.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -722118.500000 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -722118.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -722145.875000 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -722145.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -722175.875000 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -722175.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -722190.062500 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -722190.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -722202.000000 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -722202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -722211.750000 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -722211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -722221.125000 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -722221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -722229.875000 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -722229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -722238.187500 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -722238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -722245.500000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -722245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -722251.062500 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -722251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -722252.125000 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -722252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -722252.250000 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -722252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -722255.062500 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -722255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -722257.812500 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -722257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -722260.062500 Penalty: 4324.862305
	Iteration 32Q: 3 clusters Score -722260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -722262.375000 Penalty: 4324.862305
	Iteration 33Q: 3 clusters Score -722262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -722260.937500 Penalty: 4324.862305
	Iteration 34Q: 3 clusters Score -722260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -722262.687500 Penalty: 4324.862305
	Iteration 35Q: 3 clusters Score -722262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -722261.687500 Penalty: 4324.862305
	Iteration 36Q: 3 clusters Score -722261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -722265.062500 Penalty: 4324.862305
	Iteration 37Q: 3 clusters Score -722265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -722267.250000 Penalty: 4324.862305
	Iteration 38Q: 3 clusters Score -722267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -722269.437500 Penalty: 4324.862305
	Iteration 39Q: 3 clusters Score -722269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -722269.062500 Penalty: 4324.862305
	Iteration 40F: 3 clusters Score -722269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -722269.875000 Penalty: 4324.862305
	Iteration 41Q: 3 clusters Score -722269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -722270.875000 Penalty: 4324.862305
	Iteration 42Q: 3 clusters Score -722270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -722272.687500 Penalty: 4324.862305
	Iteration 43Q: 3 clusters Score -722272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -722273.625000 Penalty: 4324.862305
	Iteration 44Q: 3 clusters Score -722273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -722274.000000 Penalty: 4324.862305
	Iteration 45Q: 3 clusters Score -722274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -722276.000000 Penalty: 4324.862305
	Iteration 46Q: 3 clusters Score -722276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -722276.750000 Penalty: 4324.862305
	Iteration 47Q: 3 clusters Score -722276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -722278.812500 Penalty: 4324.862305
	Iteration 48Q: 3 clusters Score -722278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -722280.875000 Penalty: 4324.862305
	Iteration 49Q: 3 clusters Score -722280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -722281.000000 Penalty: 4324.862305
	Iteration 50Q: 3 clusters Score -722281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -722281.812500 Penalty: 4324.862305
	Iteration 51Q: 3 clusters Score -722281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -722282.250000 Penalty: 4324.862305
	Iteration 52Q: 3 clusters Score -722282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -722283.437500 Penalty: 4324.862305
	Iteration 53Q: 3 clusters Score -722283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -722284.500000 Penalty: 4324.862305
	Iteration 54Q: 3 clusters Score -722284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -722285.187500 Penalty: 4324.862305
	Iteration 55Q: 3 clusters Score -722285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -722288.375000 Penalty: 4324.862305
	Iteration 56Q: 3 clusters Score -722288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -722290.437500 Penalty: 4324.862305
	Iteration 57Q: 3 clusters Score -722290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -722291.000000 Penalty: 4324.862305
	Iteration 58Q: 3 clusters Score -722291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -722290.937500 Penalty: 4324.862305
	Iteration 59Q: 3 clusters Score -722290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -722290.937500 Penalty: 4324.862305
	Iteration 60F: 3 clusters Score -722290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Entering Unmasked Estep 
Score: -3970675.250000 Penalty: 2594.445312
	Iteration 0F: 2 clusters Score -3970675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3946854.000000 Penalty: 5188.890625
	Iteration 0F: 3 clusters Score -3946854 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3955827.000000 Penalty: 5188.890625
	Iteration 1F: 3 clusters Score -3955827 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3956857.500000 Penalty: 5188.890625
	Iteration 2F: 3 clusters Score -3956858 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3958037.750000 Penalty: 5188.890625
	Iteration 3F: 3 clusters Score -3958038 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3959304.250000 Penalty: 5188.890625
	Iteration 4F: 3 clusters Score -3959304 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3960724.750000 Penalty: 5188.890625
	Iteration 5F: 3 clusters Score -3960725 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3962345.500000 Penalty: 5188.890625
	Iteration 6F: 3 clusters Score -3962346 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3963983.000000 Penalty: 5188.890625
	Iteration 7F: 3 clusters Score -3963983 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3965561.750000 Penalty: 5188.890625
	Iteration 8F: 3 clusters Score -3965562 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3967021.250000 Penalty: 5188.890625
	Iteration 9Q: 3 clusters Score -3967021 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3968267.250000 Penalty: 5188.890625
	Iteration 10Q: 3 clusters Score -3968267 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3969093.750000 Penalty: 5188.890625
	Iteration 11Q: 3 clusters Score -3969094 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3969452.500000 Penalty: 5188.890625
	Iteration 12Q: 3 clusters Score -3969452 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3969580.750000 Penalty: 5188.890625
	Iteration 13Q: 3 clusters Score -3969581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3969640.750000 Penalty: 5188.890625
	Iteration 14Q: 3 clusters Score -3969641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3969681.250000 Penalty: 5188.890625
	Iteration 15Q: 3 clusters Score -3969681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3969692.250000 Penalty: 5188.890625
	Iteration 16Q: 3 clusters Score -3969692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3969690.500000 Penalty: 5188.890625
	Iteration 17Q: 3 clusters Score -3969690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3969703.250000 Penalty: 5188.890625
	Iteration 18Q: 3 clusters Score -3969703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3969709.750000 Penalty: 5188.890625
	Iteration 19Q: 3 clusters Score -3969710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3969703.750000 Penalty: 5188.890625
	Iteration 20F: 3 clusters Score -3969704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3969705.750000 Penalty: 5188.890625
	Iteration 21Q: 3 clusters Score -3969706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3969709.500000 Penalty: 5188.890625
	Iteration 22Q: 3 clusters Score -3969710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3969719.250000 Penalty: 5188.890625
	Iteration 23Q: 3 clusters Score -3969719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3969715.750000 Penalty: 5188.890625
	Iteration 24Q: 3 clusters Score -3969716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3969714.750000 Penalty: 5188.890625
	Iteration 25Q: 3 clusters Score -3969715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3969718.750000 Penalty: 5188.890625
	Iteration 26Q: 3 clusters Score -3969719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3969725.000000 Penalty: 5188.890625
	Iteration 27Q: 3 clusters Score -3969725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3969719.000000 Penalty: 5188.890625
	Iteration 28Q: 3 clusters Score -3969719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3969720.000000 Penalty: 5188.890625
	Iteration 29Q: 3 clusters Score -3969720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3969720.000000 Penalty: 5188.890625
	Iteration 30F: 3 clusters Score -3969720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -199158.687500 Penalty: 1862.858154
	Iteration 0F: 2 clusters Score -199158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196642.031250 Penalty: 3725.716309
	Iteration 0F: 3 clusters Score -196642 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197041.312500 Penalty: 3725.716309
	Iteration 1F: 3 clusters Score -197041.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197157.734375 Penalty: 3725.716309
	Iteration 2F: 3 clusters Score -197157.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197232.500000 Penalty: 3725.716309
	Iteration 3Q: 3 clusters Score -197232.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -197315.718750 Penalty: 3725.716309
	Iteration 4Q: 3 clusters Score -197315.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -197380.421875 Penalty: 3725.716309
	Iteration 5Q: 3 clusters Score -197380.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -197438.140625 Penalty: 3725.716309
	Iteration 6Q: 3 clusters Score -197438.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -197485.187500 Penalty: 3725.716309
	Iteration 7Q: 3 clusters Score -197485.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197524.859375 Penalty: 3725.716309
	Iteration 8Q: 3 clusters Score -197524.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -197551.359375 Penalty: 3725.716309
	Iteration 9Q: 3 clusters Score -197551.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -197578.156250 Penalty: 3725.716309
	Iteration 10Q: 3 clusters Score -197578.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197606.484375 Penalty: 3725.716309
	Iteration 11Q: 3 clusters Score -197606.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -197621.718750 Penalty: 3725.716309
	Iteration 12Q: 3 clusters Score -197621.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -197640.296875 Penalty: 3725.716309
	Iteration 13Q: 3 clusters Score -197640.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -197660.328125 Penalty: 3725.716309
	Iteration 14Q: 3 clusters Score -197660.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -197678.937500 Penalty: 3725.716309
	Iteration 15Q: 3 clusters Score -197678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -197695.343750 Penalty: 3725.716309
	Iteration 16Q: 3 clusters Score -197695.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -197715.015625 Penalty: 3725.716309
	Iteration 17Q: 3 clusters Score -197715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197731.500000 Penalty: 3725.716309
	Iteration 18Q: 3 clusters Score -197731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197750.781250 Penalty: 3725.716309
	Iteration 19Q: 3 clusters Score -197750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -197771.125000 Penalty: 3725.716309
	Iteration 20F: 3 clusters Score -197771.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -197799.781250 Penalty: 3725.716309
	Iteration 21Q: 3 clusters Score -197799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -197829.609375 Penalty: 3725.716309
	Iteration 22Q: 3 clusters Score -197829.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197857.000000 Penalty: 3725.716309
	Iteration 23Q: 3 clusters Score -197857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -197879.203125 Penalty: 3725.716309
	Iteration 24Q: 3 clusters Score -197879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -197909.734375 Penalty: 3725.716309
	Iteration 25Q: 3 clusters Score -197909.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -197936.609375 Penalty: 3725.716309
	Iteration 26Q: 3 clusters Score -197936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -197969.359375 Penalty: 3725.716309
	Iteration 27Q: 3 clusters Score -197969.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -197995.859375 Penalty: 3725.716309
	Iteration 28Q: 3 clusters Score -197995.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198028.906250 Penalty: 3725.716309
	Iteration 29Q: 3 clusters Score -198028.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198047.125000 Penalty: 3725.716309
	Iteration 30Q: 3 clusters Score -198047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -198065.812500 Penalty: 3725.716309
	Iteration 31Q: 3 clusters Score -198065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198083.265625 Penalty: 3725.716309
	Iteration 32Q: 3 clusters Score -198083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -198105.109375 Penalty: 3725.716309
	Iteration 33Q: 3 clusters Score -198105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -198119.328125 Penalty: 3725.716309
	Iteration 34Q: 3 clusters Score -198119.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -198137.140625 Penalty: 3725.716309
	Iteration 35Q: 3 clusters Score -198137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -198162.484375 Penalty: 3725.716309
	Iteration 36Q: 3 clusters Score -198162.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -198194.625000 Penalty: 3725.716309
	Iteration 37Q: 3 clusters Score -198194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -198218.156250 Penalty: 3725.716309
	Iteration 38Q: 3 clusters Score -198218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -198227.359375 Penalty: 3725.716309
	Iteration 39Q: 3 clusters Score -198227.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -198235.531250 Penalty: 3725.716309
	Iteration 40F: 3 clusters Score -198235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -198248.765625 Penalty: 3725.716309
	Iteration 41Q: 3 clusters Score -198248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -198261.250000 Penalty: 3725.716309
	Iteration 42Q: 3 clusters Score -198261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -198268.281250 Penalty: 3725.716309
	Iteration 43Q: 3 clusters Score -198268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -198272.531250 Penalty: 3725.716309
	Iteration 44Q: 3 clusters Score -198272.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -198280.296875 Penalty: 3725.716309
	Iteration 45Q: 3 clusters Score -198280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -198283.531250 Penalty: 3725.716309
	Iteration 46Q: 3 clusters Score -198283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198286.484375 Penalty: 3725.716309
	Iteration 47Q: 3 clusters Score -198286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198286.859375 Penalty: 3725.716309
	Iteration 48Q: 3 clusters Score -198286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198286.859375 Penalty: 3725.716309
	Iteration 49F: 3 clusters Score -198286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -97339.257812 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -97339.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95498.546875 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -95498.55 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95763.039062 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -95763.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95813.242188 Penalty: 3387.577881
	Iteration 2Q: 3 clusters Score -95813.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -95852.937500 Penalty: 3387.577881
	Iteration 3Q: 3 clusters Score -95852.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95866.265625 Penalty: 3387.577881
	Iteration 4Q: 3 clusters Score -95866.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95882.343750 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -95882.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95894.617188 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -95894.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95915.312500 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -95915.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95928.875000 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -95928.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95931.257812 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -95931.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95931.976562 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -95931.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95931.976562 Penalty: 3387.577881
	Iteration 11F: 3 clusters Score -95931.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -882060.312500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -882060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -875956.812500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -875956.8 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -877584.812500 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -877584.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -877808.000000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -877808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -877952.562500 Penalty: 4423.783203
	Iteration 3Q: 3 clusters Score -877952.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -878056.250000 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -878056.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -878143.125000 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -878143.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -878227.375000 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -878227.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -878314.000000 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -878314 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -878386.812500 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -878386.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -878458.375000 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -878458.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -878522.937500 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -878522.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -878589.687500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -878589.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -878668.187500 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -878668.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -878767.687500 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -878767.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -878868.562500 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -878868.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -878993.750000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -878993.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -879133.437500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -879133.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -879268.375000 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -879268.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -879424.187500 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -879424.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -879561.250000 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -879561.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -879671.625000 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -879671.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -879773.937500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -879773.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -879853.187500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -879853.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -879900.625000 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -879900.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -879947.875000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -879947.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -879979.250000 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -879979.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -880008.125000 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -880008.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -880031.812500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -880031.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -880073.312500 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -880073.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -880101.125000 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -880101.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -880121.750000 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -880121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -880129.062500 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -880129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -880138.625000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -880138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -880144.312500 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -880144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -880150.500000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -880150.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -880157.687500 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -880157.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -880160.500000 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -880160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -880163.375000 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -880163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -880165.312500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -880165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -880167.687500 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -880167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -880170.125000 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -880170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -880171.562500 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -880171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -880172.062500 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -880172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -880172.625000 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -880172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -880172.625000 Penalty: 4423.783203
	Iteration 44F: 3 clusters Score -880172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -62910.671875 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -62910.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61417.710938 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -61417.71 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61834.113281 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -61834.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61953.222656 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -61953.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62074.335938 Penalty: 3170.390869
	Iteration 3F: 3 clusters Score -62074.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62161.480469 Penalty: 3170.390869
	Iteration 4F: 3 clusters Score -62161.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62216.804688 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -62216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -62268.796875 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -62268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62327.406250 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -62327.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -62377.812500 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -62377.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62419.453125 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -62419.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -62462.039062 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -62462.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -62499.933594 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -62499.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62527.285156 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -62527.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62532.289062 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -62532.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62533.992188 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -62533.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62534.656250 Penalty: 3170.390869
	Iteration 15F: 3 clusters Score -62534.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62541.964844 Penalty: 3170.390869
	Iteration 16Q: 3 clusters Score -62541.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62544.121094 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -62544.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -62549.183594 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -62549.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62552.726562 Penalty: 3170.390869
	Iteration 19Q: 3 clusters Score -62552.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62552.726562 Penalty: 3170.390869
	Iteration 20F: 3 clusters Score -62552.73 nChanged 0
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -354467008.000000 Penalty: 66661.406250
22->19 Clusters: Score -354467008.000000, best is -357552736.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 46569 members 
Mstep: Class 4 contains 46330 members 
Mstep: Class 5 contains 46576 members 
Mstep: Class 6 contains 46488 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 46496 members 
Mstep: Class 9 contains 46264 members 
Mstep: Class 10 contains 46443 members 
Mstep: Class 11 contains 46496 members 
Mstep: Class 12 contains 46311 members 
Mstep: Class 13 contains 46039 members 
Mstep: Class 14 contains 46096 members 
Mstep: Class 15 contains 45910 members 
Mstep: Class 16 contains 46397 members 
Mstep: Class 17 contains 46479 members 
Mstep: Class 18 contains 46387 members 
Mstep: Class 19 contains 46569 members 
Mstep: Class 20 contains 46235 members 
Mstep: Class 21 contains 46306 members 
Mstep: Class 22 contains 46368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 905.553345 but Gain 3430.953125
Score: -114266880.000000 Penalty: 72050.070312
Iteration 0F: 22 clusters Score -1.142669e+08 nChanged 967561
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 31566 members 
Mstep: Class 3 contains 20787 members 
Mstep: Class 4 contains 31199 members 
Mstep: Class 5 contains 73615 members 
Mstep: Class 6 contains 99631 members 
Mstep: Class 8 contains 36152 members 
Mstep: Class 9 contains 32488 members 
Mstep: Class 10 contains 49913 members 
Mstep: Class 11 contains 39901 members 
Mstep: Class 12 contains 78044 members 
Mstep: Class 13 contains 104999 members 
Mstep: Class 14 contains 56511 members 
Mstep: Class 15 contains 35540 members 
Mstep: Class 16 contains 28307 members 
Mstep: Class 17 contains 27580 members 
Mstep: Class 18 contains 63783 members 
Mstep: Class 19 contains 32934 members 
Mstep: Class 20 contains 34272 members 
Mstep: Class 21 contains 50989 members 
Mstep: Class 22 contains 38966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116444512.000000 Penalty: 72050.070312
Iteration 1F: 22 clusters Score -1.164445e+08 nChanged 339580
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 25419 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 5 contains 95674 members 
Mstep: Class 6 contains 104231 members 
Mstep: Class 8 contains 39948 members 
Mstep: Class 9 contains 32310 members 
Mstep: Class 10 contains 44120 members 
Mstep: Class 11 contains 32950 members 
Mstep: Class 12 contains 81618 members 
Mstep: Class 13 contains 124398 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 29786 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 58025 members 
Mstep: Class 19 contains 28622 members 
Mstep: Class 20 contains 29036 members 
Mstep: Class 21 contains 26560 members 
Mstep: Class 22 contains 34647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116960120.000000 Penalty: 72050.070312
Iteration 2F: 22 clusters Score -1.169601e+08 nChanged 251389
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 22347 members 
Mstep: Class 3 contains 15143 members 
Mstep: Class 4 contains 47568 members 
Mstep: Class 5 contains 98741 members 
Mstep: Class 6 contains 123851 members 
Mstep: Class 8 contains 42808 members 
Mstep: Class 9 contains 31050 members 
Mstep: Class 10 contains 38425 members 
Mstep: Class 11 contains 25256 members 
Mstep: Class 12 contains 88970 members 
Mstep: Class 13 contains 163938 members 
Mstep: Class 14 contains 78248 members 
Mstep: Class 15 contains 22758 members 
Mstep: Class 16 contains 18896 members 
Mstep: Class 17 contains 20047 members 
Mstep: Class 18 contains 49446 members 
Mstep: Class 19 contains 20907 members 
Mstep: Class 20 contains 19919 members 
Mstep: Class 21 contains 13674 members 
Mstep: Class 22 contains 27231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117249024.000000 Penalty: 72050.070312
Iteration 3F: 22 clusters Score -1.17249e+08 nChanged 207182
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 19319 members 
Mstep: Class 3 contains 13253 members 
Mstep: Class 4 contains 55344 members 
Mstep: Class 5 contains 90527 members 
Mstep: Class 6 contains 143835 members 
Mstep: Class 8 contains 41047 members 
Mstep: Class 9 contains 26762 members 
Mstep: Class 10 contains 31111 members 
Mstep: Class 11 contains 18895 members 
Mstep: Class 12 contains 94537 members 
Mstep: Class 13 contains 224776 members 
Mstep: Class 14 contains 82865 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 12268 members 
Mstep: Class 17 contains 13802 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 13005 members 
Mstep: Class 20 contains 11727 members 
Mstep: Class 21 contains 9686 members 
Mstep: Class 22 contains 20158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117435784.000000 Penalty: 72050.070312
Iteration 4F: 22 clusters Score -1.174358e+08 nChanged 169175
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 17048 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 59608 members 
Mstep: Class 5 contains 81542 members 
Mstep: Class 6 contains 160923 members 
Mstep: Class 8 contains 36173 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 23608 members 
Mstep: Class 11 contains 15211 members 
Mstep: Class 12 contains 98348 members 
Mstep: Class 13 contains 279738 members 
Mstep: Class 14 contains 82721 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 16 contains 7633 members 
Mstep: Class 17 contains 10053 members 
Mstep: Class 18 contains 28312 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117526176.000000 Penalty: 72050.070312
Iteration 5F: 22 clusters Score -1.175262e+08 nChanged 127684
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 16094 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 60959 members 
Mstep: Class 5 contains 75530 members 
Mstep: Class 6 contains 179201 members 
Mstep: Class 8 contains 31576 members 
Mstep: Class 9 contains 19602 members 
Mstep: Class 10 contains 17522 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 105386 members 
Mstep: Class 13 contains 300891 members 
Mstep: Class 14 contains 84594 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 16 contains 4941 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 21643 members 
Mstep: Class 19 contains 4710 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 21 contains 6751 members 
Mstep: Class 22 contains 12815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3008.302246 but Gain 3430.960938
Score: -117605320.000000 Penalty: 68619.109375
Iteration 6F: 21 clusters Score -1.176053e+08 nChanged 108593
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 15404 members 
Mstep: Class 3 contains 14965 members 
Mstep: Class 4 contains 61613 members 
Mstep: Class 5 contains 69069 members 
Mstep: Class 6 contains 197607 members 
Mstep: Class 8 contains 26885 members 
Mstep: Class 9 contains 19470 members 
Mstep: Class 10 contains 12455 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 115027 members 
Mstep: Class 13 contains 305973 members 
Mstep: Class 14 contains 88229 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 11653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2332.013184 but Gain 3430.953125
Score: -117671728.000000 Penalty: 65188.156250
Iteration 7F: 20 clusters Score -1.176717e+08 nChanged 93284
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 14607 members 
Mstep: Class 3 contains 16834 members 
Mstep: Class 4 contains 61992 members 
Mstep: Class 5 contains 62392 members 
Mstep: Class 6 contains 216877 members 
Mstep: Class 8 contains 22128 members 
Mstep: Class 9 contains 20382 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 125478 members 
Mstep: Class 13 contains 297648 members 
Mstep: Class 14 contains 92324 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 7253 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 21 contains 5260 members 
Mstep: Class 22 contains 11368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2017.681519 but Gain 3430.957031
Score: -117724760.000000 Penalty: 61757.199219
Iteration 8F: 19 clusters Score -1.177248e+08 nChanged 82887
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 62265 members 
Mstep: Class 5 contains 55872 members 
Mstep: Class 6 contains 238586 members 
Mstep: Class 8 contains 17822 members 
Mstep: Class 9 contains 22082 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 13487 members 
Mstep: Class 12 contains 135125 members 
Mstep: Class 13 contains 278782 members 
Mstep: Class 14 contains 96519 members 
Mstep: Class 15 contains 7728 members 
Mstep: Class 17 contains 7000 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 11588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117771040.000000 Penalty: 61757.199219
Iteration 9F: 19 clusters Score -1.17771e+08 nChanged 75311
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14813 members 
Mstep: Class 3 contains 21732 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 49042 members 
Mstep: Class 6 contains 262149 members 
Mstep: Class 8 contains 14153 members 
Mstep: Class 9 contains 24126 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 13896 members 
Mstep: Class 12 contains 142336 members 
Mstep: Class 13 contains 254454 members 
Mstep: Class 14 contains 99617 members 
Mstep: Class 15 contains 6980 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 12073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3276.519775 but Gain 3430.953125
Score: -117813744.000000 Penalty: 58326.246094
Iteration 10F: 18 clusters Score -1.178137e+08 nChanged 71282
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 16190 members 
Mstep: Class 3 contains 24664 members 
Mstep: Class 4 contains 62231 members 
Mstep: Class 5 contains 42442 members 
Mstep: Class 6 contains 286087 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 25983 members 
Mstep: Class 11 contains 14430 members 
Mstep: Class 12 contains 148031 members 
Mstep: Class 13 contains 230966 members 
Mstep: Class 14 contains 102289 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 16648 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 12634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117851816.000000 Penalty: 58326.246094
Iteration 11F: 18 clusters Score -1.178518e+08 nChanged 61234
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 18131 members 
Mstep: Class 3 contains 27777 members 
Mstep: Class 4 contains 61966 members 
Mstep: Class 5 contains 36111 members 
Mstep: Class 6 contains 306507 members 
Mstep: Class 8 contains 9078 members 
Mstep: Class 9 contains 27467 members 
Mstep: Class 11 contains 15046 members 
Mstep: Class 12 contains 150707 members 
Mstep: Class 13 contains 209280 members 
Mstep: Class 14 contains 104378 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 12997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117876256.000000 Penalty: 58326.246094
Iteration 12F: 18 clusters Score -1.178763e+08 nChanged 54876
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 20322 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 61675 members 
Mstep: Class 5 contains 30741 members 
Mstep: Class 6 contains 321366 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 28712 members 
Mstep: Class 11 contains 15654 members 
Mstep: Class 12 contains 151622 members 
Mstep: Class 13 contains 192455 members 
Mstep: Class 14 contains 107096 members 
Mstep: Class 15 contains 4711 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 18015 members 
Mstep: Class 21 contains 3999 members 
Mstep: Class 22 contains 13349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117883296.000000 Penalty: 58326.246094
Iteration 13F: 18 clusters Score -1.178833e+08 nChanged 50322
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22471 members 
Mstep: Class 3 contains 34308 members 
Mstep: Class 4 contains 61500 members 
Mstep: Class 5 contains 26487 members 
Mstep: Class 6 contains 327685 members 
Mstep: Class 8 contains 6022 members 
Mstep: Class 9 contains 29715 members 
Mstep: Class 11 contains 16124 members 
Mstep: Class 12 contains 151007 members 
Mstep: Class 13 contains 182742 members 
Mstep: Class 14 contains 110853 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 18445 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 13692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117884200.000000 Penalty: 58326.246094
Iteration 14Q: 18 clusters Score -1.178842e+08 nChanged 43527
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 24643 members 
Mstep: Class 3 contains 37474 members 
Mstep: Class 4 contains 61493 members 
Mstep: Class 5 contains 23343 members 
Mstep: Class 6 contains 326105 members 
Mstep: Class 8 contains 5119 members 
Mstep: Class 9 contains 30830 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 149781 members 
Mstep: Class 13 contains 178275 members 
Mstep: Class 14 contains 115697 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 18854 members 
Mstep: Class 21 contains 3823 members 
Mstep: Class 22 contains 13990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3340.873535 but Gain 3430.957031
Score: -117891744.000000 Penalty: 54895.289062
Iteration 15Q: 17 clusters Score -1.178917e+08 nChanged 39425
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 26941 members 
Mstep: Class 3 contains 40104 members 
Mstep: Class 4 contains 61514 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 322880 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 32181 members 
Mstep: Class 11 contains 16827 members 
Mstep: Class 12 contains 148759 members 
Mstep: Class 13 contains 175905 members 
Mstep: Class 14 contains 121007 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 17 contains 5869 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 14352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117904424.000000 Penalty: 54895.289062
Iteration 16Q: 17 clusters Score -1.179044e+08 nChanged 32859
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 29303 members 
Mstep: Class 3 contains 42394 members 
Mstep: Class 4 contains 61467 members 
Mstep: Class 5 contains 19987 members 
Mstep: Class 6 contains 316205 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 33247 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 147334 members 
Mstep: Class 13 contains 173566 members 
Mstep: Class 14 contains 127113 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 18 contains 19646 members 
Mstep: Class 21 contains 3723 members 
Mstep: Class 22 contains 14615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117916864.000000 Penalty: 54895.289062
Iteration 17Q: 17 clusters Score -1.179169e+08 nChanged 30846
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 31761 members 
Mstep: Class 3 contains 44190 members 
Mstep: Class 4 contains 61403 members 
Mstep: Class 5 contains 18845 members 
Mstep: Class 6 contains 310514 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 34189 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 145667 members 
Mstep: Class 13 contains 170468 members 
Mstep: Class 14 contains 133317 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 19965 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 14955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117928472.000000 Penalty: 54895.289062
Iteration 18Q: 17 clusters Score -1.179285e+08 nChanged 29958
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 34191 members 
Mstep: Class 3 contains 45622 members 
Mstep: Class 4 contains 61279 members 
Mstep: Class 5 contains 17948 members 
Mstep: Class 6 contains 304894 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 35097 members 
Mstep: Class 11 contains 17318 members 
Mstep: Class 12 contains 143688 members 
Mstep: Class 13 contains 167525 members 
Mstep: Class 14 contains 139786 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 20191 members 
Mstep: Class 21 contains 3655 members 
Mstep: Class 22 contains 15388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117936152.000000 Penalty: 54895.289062
Iteration 19Q: 17 clusters Score -1.179362e+08 nChanged 29403
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 2 contains 36660 members 
Mstep: Class 3 contains 46853 members 
Mstep: Class 4 contains 61137 members 
Mstep: Class 5 contains 17215 members 
Mstep: Class 6 contains 298729 members 
Mstep: Class 8 contains 3176 members 
Mstep: Class 9 contains 35992 members 
Mstep: Class 11 contains 17423 members 
Mstep: Class 12 contains 141494 members 
Mstep: Class 13 contains 165105 members 
Mstep: Class 14 contains 146378 members 
Mstep: Class 15 contains 3392 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 20364 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 22 contains 15898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117944856.000000 Penalty: 54895.289062
Iteration 20F: 17 clusters Score -1.179449e+08 nChanged 28738
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 39121 members 
Mstep: Class 3 contains 47829 members 
Mstep: Class 4 contains 60982 members 
Mstep: Class 5 contains 16523 members 
Mstep: Class 6 contains 293076 members 
Mstep: Class 8 contains 2952 members 
Mstep: Class 9 contains 36781 members 
Mstep: Class 11 contains 17511 members 
Mstep: Class 12 contains 138910 members 
Mstep: Class 13 contains 162723 members 
Mstep: Class 14 contains 153165 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 21 contains 3716 members 
Mstep: Class 22 contains 16369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117953112.000000 Penalty: 54895.289062
Iteration 21Q: 17 clusters Score -1.179531e+08 nChanged 28651
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 41468 members 
Mstep: Class 3 contains 48569 members 
Mstep: Class 4 contains 60743 members 
Mstep: Class 5 contains 15895 members 
Mstep: Class 6 contains 287625 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 37524 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 136610 members 
Mstep: Class 13 contains 160388 members 
Mstep: Class 14 contains 159785 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 20644 members 
Mstep: Class 21 contains 3835 members 
Mstep: Class 22 contains 16844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3198.720215 but Gain 3430.953125
Score: -117962288.000000 Penalty: 51464.335938
Iteration 22Q: 16 clusters Score -1.179623e+08 nChanged 30022
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 44856 members 
Mstep: Class 3 contains 49130 members 
Mstep: Class 4 contains 60570 members 
Mstep: Class 5 contains 15285 members 
Mstep: Class 6 contains 282144 members 
Mstep: Class 9 contains 38169 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 135215 members 
Mstep: Class 13 contains 158977 members 
Mstep: Class 14 contains 166182 members 
Mstep: Class 15 contains 3291 members 
Mstep: Class 17 contains 5434 members 
Mstep: Class 18 contains 20805 members 
Mstep: Class 21 contains 3869 members 
Mstep: Class 22 contains 17366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117972664.000000 Penalty: 51464.335938
Iteration 23Q: 16 clusters Score -1.179727e+08 nChanged 27231
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 47636 members 
Mstep: Class 3 contains 49733 members 
Mstep: Class 4 contains 60415 members 
Mstep: Class 5 contains 14575 members 
Mstep: Class 6 contains 275540 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 11 contains 17945 members 
Mstep: Class 12 contains 134767 members 
Mstep: Class 13 contains 157674 members 
Mstep: Class 14 contains 170909 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 20929 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 17781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117977024.000000 Penalty: 51464.335938
Iteration 24Q: 16 clusters Score -1.17977e+08 nChanged 25686
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 50224 members 
Mstep: Class 3 contains 50356 members 
Mstep: Class 4 contains 60289 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 268431 members 
Mstep: Class 9 contains 39145 members 
Mstep: Class 11 contains 18084 members 
Mstep: Class 12 contains 135391 members 
Mstep: Class 13 contains 157044 members 
Mstep: Class 14 contains 174539 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 21003 members 
Mstep: Class 21 contains 3739 members 
Mstep: Class 22 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117981240.000000 Penalty: 51464.335938
Iteration 25Q: 16 clusters Score -1.179812e+08 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 52752 members 
Mstep: Class 3 contains 50930 members 
Mstep: Class 4 contains 60161 members 
Mstep: Class 5 contains 13207 members 
Mstep: Class 6 contains 261037 members 
Mstep: Class 9 contains 39686 members 
Mstep: Class 11 contains 18182 members 
Mstep: Class 12 contains 137059 members 
Mstep: Class 13 contains 157270 members 
Mstep: Class 14 contains 176730 members 
Mstep: Class 15 contains 3404 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 21051 members 
Mstep: Class 21 contains 3589 members 
Mstep: Class 22 contains 18711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117984552.000000 Penalty: 51464.335938
Iteration 26Q: 16 clusters Score -1.179846e+08 nChanged 20849
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 51397 members 
Mstep: Class 4 contains 60090 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 253595 members 
Mstep: Class 9 contains 40243 members 
Mstep: Class 11 contains 18346 members 
Mstep: Class 12 contains 139541 members 
Mstep: Class 13 contains 157993 members 
Mstep: Class 14 contains 177833 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 21071 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 19247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117987848.000000 Penalty: 51464.335938
Iteration 27Q: 16 clusters Score -1.179878e+08 nChanged 18924
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 2 contains 57465 members 
Mstep: Class 3 contains 51794 members 
Mstep: Class 4 contains 60011 members 
Mstep: Class 5 contains 11855 members 
Mstep: Class 6 contains 246251 members 
Mstep: Class 9 contains 40767 members 
Mstep: Class 11 contains 18513 members 
Mstep: Class 12 contains 142534 members 
Mstep: Class 13 contains 158941 members 
Mstep: Class 14 contains 178152 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 21090 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117990952.000000 Penalty: 51464.335938
Iteration 28Q: 16 clusters Score -1.17991e+08 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 59731 members 
Mstep: Class 3 contains 52091 members 
Mstep: Class 4 contains 59936 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 239024 members 
Mstep: Class 9 contains 41241 members 
Mstep: Class 11 contains 18685 members 
Mstep: Class 12 contains 145991 members 
Mstep: Class 13 contains 160099 members 
Mstep: Class 14 contains 177967 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 17 contains 5227 members 
Mstep: Class 18 contains 21066 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 20254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117995352.000000 Penalty: 51464.335938
Iteration 29Q: 16 clusters Score -1.179954e+08 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 61730 members 
Mstep: Class 3 contains 52339 members 
Mstep: Class 4 contains 59844 members 
Mstep: Class 5 contains 10533 members 
Mstep: Class 6 contains 232069 members 
Mstep: Class 9 contains 41623 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 149735 members 
Mstep: Class 13 contains 161372 members 
Mstep: Class 14 contains 177563 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 21044 members 
Mstep: Class 21 contains 3081 members 
Mstep: Class 22 contains 20742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117998784.000000 Penalty: 51464.335938
Iteration 30Q: 16 clusters Score -1.179988e+08 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 63500 members 
Mstep: Class 3 contains 52527 members 
Mstep: Class 4 contains 59778 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 225243 members 
Mstep: Class 9 contains 41947 members 
Mstep: Class 11 contains 18939 members 
Mstep: Class 12 contains 153986 members 
Mstep: Class 13 contains 162377 members 
Mstep: Class 14 contains 177080 members 
Mstep: Class 15 contains 3344 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 21049 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 21133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118001648.000000 Penalty: 51464.335938
Iteration 31Q: 16 clusters Score -1.180016e+08 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 65225 members 
Mstep: Class 3 contains 52660 members 
Mstep: Class 4 contains 59712 members 
Mstep: Class 5 contains 9322 members 
Mstep: Class 6 contains 218342 members 
Mstep: Class 9 contains 42253 members 
Mstep: Class 11 contains 19046 members 
Mstep: Class 12 contains 158854 members 
Mstep: Class 13 contains 163034 members 
Mstep: Class 14 contains 176581 members 
Mstep: Class 15 contains 3306 members 
Mstep: Class 17 contains 5154 members 
Mstep: Class 18 contains 21057 members 
Mstep: Class 21 contains 3036 members 
Mstep: Class 22 contains 21501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118004936.000000 Penalty: 51464.335938
Iteration 32Q: 16 clusters Score -1.180049e+08 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 66831 members 
Mstep: Class 3 contains 52690 members 
Mstep: Class 4 contains 59652 members 
Mstep: Class 5 contains 8712 members 
Mstep: Class 6 contains 211545 members 
Mstep: Class 9 contains 42459 members 
Mstep: Class 11 contains 19141 members 
Mstep: Class 12 contains 164591 members 
Mstep: Class 13 contains 163128 members 
Mstep: Class 14 contains 175988 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 21071 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 22 contains 21848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118007280.000000 Penalty: 51464.335938
Iteration 33Q: 16 clusters Score -1.180073e+08 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 68296 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 59578 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 204988 members 
Mstep: Class 9 contains 42600 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 171125 members 
Mstep: Class 13 contains 162605 members 
Mstep: Class 14 contains 175376 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 21115 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 22140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118010376.000000 Penalty: 51464.335938
Iteration 34Q: 16 clusters Score -1.180104e+08 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 69480 members 
Mstep: Class 3 contains 52477 members 
Mstep: Class 4 contains 59473 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 198419 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 178725 members 
Mstep: Class 13 contains 161559 members 
Mstep: Class 14 contains 174777 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 17 contains 5044 members 
Mstep: Class 18 contains 21192 members 
Mstep: Class 21 contains 2985 members 
Mstep: Class 22 contains 22384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118014232.000000 Penalty: 51464.335938
Iteration 35Q: 16 clusters Score -1.180142e+08 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 70536 members 
Mstep: Class 3 contains 52386 members 
Mstep: Class 4 contains 59338 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 191857 members 
Mstep: Class 9 contains 42753 members 
Mstep: Class 11 contains 19393 members 
Mstep: Class 12 contains 186979 members 
Mstep: Class 13 contains 160075 members 
Mstep: Class 14 contains 174188 members 
Mstep: Class 15 contains 3317 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 21256 members 
Mstep: Class 21 contains 2980 members 
Mstep: Class 22 contains 22556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118016920.000000 Penalty: 51464.335938
Iteration 36Q: 16 clusters Score -1.180169e+08 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 71421 members 
Mstep: Class 3 contains 52281 members 
Mstep: Class 4 contains 59218 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 185462 members 
Mstep: Class 9 contains 42742 members 
Mstep: Class 11 contains 19509 members 
Mstep: Class 12 contains 195370 members 
Mstep: Class 13 contains 158487 members 
Mstep: Class 14 contains 173716 members 
Mstep: Class 15 contains 3330 members 
Mstep: Class 17 contains 4904 members 
Mstep: Class 18 contains 21316 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 22659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118019984.000000 Penalty: 51464.335938
Iteration 37Q: 16 clusters Score -1.1802e+08 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 72106 members 
Mstep: Class 3 contains 52169 members 
Mstep: Class 4 contains 59078 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 179794 members 
Mstep: Class 9 contains 42727 members 
Mstep: Class 11 contains 19625 members 
Mstep: Class 12 contains 203226 members 
Mstep: Class 13 contains 156618 members 
Mstep: Class 14 contains 173471 members 
Mstep: Class 15 contains 3344 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 21367 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 22747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118022248.000000 Penalty: 51464.335938
Iteration 38Q: 16 clusters Score -1.180222e+08 nChanged 17289
Entering ConstructFrom: 
Score: -118022248.000000 Penalty: 51464.335938
Entering ConstructFrom: 
Trying to split cluster 2 (72707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Entering Unmasked Estep 
Score: -8634485.000000 Penalty: 2776.159912
	Iteration 0F: 2 clusters Score -8634485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8585603.000000 Penalty: 5552.319824
	Iteration 0F: 3 clusters Score -8585603 nChanged 34034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -8604951.000000 Penalty: 5552.319824
	Iteration 1F: 3 clusters Score -8604951 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -8605616.000000 Penalty: 5552.319824
	Iteration 2Q: 3 clusters Score -8605616 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8606377.000000 Penalty: 5552.319824
	Iteration 3Q: 3 clusters Score -8606377 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8607529.000000 Penalty: 5552.319824
	Iteration 4Q: 3 clusters Score -8607529 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -8609620.000000 Penalty: 5552.319824
	Iteration 5F: 3 clusters Score -8609620 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -8613174.000000 Penalty: 5552.319824
	Iteration 6F: 3 clusters Score -8613174 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -8618608.000000 Penalty: 5552.319824
	Iteration 7F: 3 clusters Score -8618608 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -8624596.000000 Penalty: 5552.319824
	Iteration 8F: 3 clusters Score -8624596 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -8628892.000000 Penalty: 5552.319824
	Iteration 9F: 3 clusters Score -8628892 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -8630836.000000 Penalty: 5552.319824
	Iteration 10Q: 3 clusters Score -8630836 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -8631569.000000 Penalty: 5552.319824
	Iteration 11Q: 3 clusters Score -8631569 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -8631793.000000 Penalty: 5552.319824
	Iteration 12Q: 3 clusters Score -8631793 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -8631907.000000 Penalty: 5552.319824
	Iteration 13Q: 3 clusters Score -8631907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -8631994.000000 Penalty: 5552.319824
	Iteration 14Q: 3 clusters Score -8631994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -8632069.000000 Penalty: 5552.319824
	Iteration 15Q: 3 clusters Score -8632069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -8632112.000000 Penalty: 5552.319824
	Iteration 16Q: 3 clusters Score -8632112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -8632139.000000 Penalty: 5552.319824
	Iteration 17Q: 3 clusters Score -8632139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -8632149.000000 Penalty: 5552.319824
	Iteration 18Q: 3 clusters Score -8632149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -8632161.000000 Penalty: 5552.319824
	Iteration 19Q: 3 clusters Score -8632161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -8632154.000000 Penalty: 5552.319824
	Iteration 20F: 3 clusters Score -8632154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -8632165.000000 Penalty: 5552.319824
	Iteration 21Q: 3 clusters Score -8632165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -8632171.000000 Penalty: 5552.319824
	Iteration 22Q: 3 clusters Score -8632171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -8632183.000000 Penalty: 5552.319824
	Iteration 23Q: 3 clusters Score -8632183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -8632187.000000 Penalty: 5552.319824
	Iteration 24Q: 3 clusters Score -8632187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8632192.000000 Penalty: 5552.319824
	Iteration 25Q: 3 clusters Score -8632192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -8632194.000000 Penalty: 5552.319824
	Iteration 26Q: 3 clusters Score -8632194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8632201.000000 Penalty: 5552.319824
	Iteration 27Q: 3 clusters Score -8632201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8632210.000000 Penalty: 5552.319824
	Iteration 28Q: 3 clusters Score -8632210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -8632193.000000 Penalty: 5552.319824
	Iteration 29Q: 3 clusters Score -8632193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -8632199.000000 Penalty: 5552.319824
	Iteration 30Q: 3 clusters Score -8632199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8632201.000000 Penalty: 5552.319824
	Iteration 31Q: 3 clusters Score -8632201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -8632200.000000 Penalty: 5552.319824
	Iteration 32Q: 3 clusters Score -8632200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -8632202.000000 Penalty: 5552.319824
	Iteration 33Q: 3 clusters Score -8632202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -8632196.000000 Penalty: 5552.319824
	Iteration 34Q: 3 clusters Score -8632196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -8632200.000000 Penalty: 5552.319824
	Iteration 35Q: 3 clusters Score -8632200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -8632200.000000 Penalty: 5552.319824
	Iteration 36F: 3 clusters Score -8632200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Entering Unmasked Estep 
Score: -5935252.500000 Penalty: 2693.688965
	Iteration 0F: 2 clusters Score -5935252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5900081.000000 Penalty: 5387.377930
	Iteration 0F: 3 clusters Score -5900081 nChanged 24252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -5913772.500000 Penalty: 5387.377930
	Iteration 1F: 3 clusters Score -5913772 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5915559.500000 Penalty: 5387.377930
	Iteration 2F: 3 clusters Score -5915560 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5918126.000000 Penalty: 5387.377930
	Iteration 3F: 3 clusters Score -5918126 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5921131.500000 Penalty: 5387.377930
	Iteration 4F: 3 clusters Score -5921132 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5924285.500000 Penalty: 5387.377930
	Iteration 5F: 3 clusters Score -5924286 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5927261.000000 Penalty: 5387.377930
	Iteration 6F: 3 clusters Score -5927261 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -5929452.500000 Penalty: 5387.377930
	Iteration 7F: 3 clusters Score -5929452 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5930998.000000 Penalty: 5387.377930
	Iteration 8Q: 3 clusters Score -5930998 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -5932098.000000 Penalty: 5387.377930
	Iteration 9Q: 3 clusters Score -5932098 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5933147.500000 Penalty: 5387.377930
	Iteration 10Q: 3 clusters Score -5933148 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -5934322.500000 Penalty: 5387.377930
	Iteration 11Q: 3 clusters Score -5934322 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5935257.500000 Penalty: 5387.377930
	Iteration 12Q: 3 clusters Score -5935258 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5935928.500000 Penalty: 5387.377930
	Iteration 13Q: 3 clusters Score -5935928 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5936241.000000 Penalty: 5387.377930
	Iteration 14Q: 3 clusters Score -5936241 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5936370.500000 Penalty: 5387.377930
	Iteration 15Q: 3 clusters Score -5936370 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5936470.500000 Penalty: 5387.377930
	Iteration 16Q: 3 clusters Score -5936470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5936516.500000 Penalty: 5387.377930
	Iteration 17Q: 3 clusters Score -5936516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5936558.000000 Penalty: 5387.377930
	Iteration 18Q: 3 clusters Score -5936558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5936567.500000 Penalty: 5387.377930
	Iteration 19Q: 3 clusters Score -5936568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5936594.000000 Penalty: 5387.377930
	Iteration 20F: 3 clusters Score -5936594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5936599.500000 Penalty: 5387.377930
	Iteration 21Q: 3 clusters Score -5936600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5936606.500000 Penalty: 5387.377930
	Iteration 22Q: 3 clusters Score -5936606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5936614.000000 Penalty: 5387.377930
	Iteration 23Q: 3 clusters Score -5936614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5936621.000000 Penalty: 5387.377930
	Iteration 24Q: 3 clusters Score -5936621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5936615.500000 Penalty: 5387.377930
	Iteration 25Q: 3 clusters Score -5936616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5936622.500000 Penalty: 5387.377930
	Iteration 26Q: 3 clusters Score -5936622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5936632.000000 Penalty: 5387.377930
	Iteration 27Q: 3 clusters Score -5936632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5936631.500000 Penalty: 5387.377930
	Iteration 28Q: 3 clusters Score -5936632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5936639.500000 Penalty: 5387.377930
	Iteration 29Q: 3 clusters Score -5936640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5936647.000000 Penalty: 5387.377930
	Iteration 30Q: 3 clusters Score -5936647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5936649.000000 Penalty: 5387.377930
	Iteration 31Q: 3 clusters Score -5936649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5936637.000000 Penalty: 5387.377930
	Iteration 32Q: 3 clusters Score -5936637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5936646.000000 Penalty: 5387.377930
	Iteration 33Q: 3 clusters Score -5936646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5936645.000000 Penalty: 5387.377930
	Iteration 34Q: 3 clusters Score -5936645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5936642.000000 Penalty: 5387.377930
	Iteration 35Q: 3 clusters Score -5936642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5936649.500000 Penalty: 5387.377930
	Iteration 36Q: 3 clusters Score -5936650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5936650.500000 Penalty: 5387.377930
	Iteration 37Q: 3 clusters Score -5936650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5936648.500000 Penalty: 5387.377930
	Iteration 38Q: 3 clusters Score -5936648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5936647.500000 Penalty: 5387.377930
	Iteration 39Q: 3 clusters Score -5936648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5936652.000000 Penalty: 5387.377930
	Iteration 40F: 3 clusters Score -5936652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5936655.000000 Penalty: 5387.377930
	Iteration 41Q: 3 clusters Score -5936655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5936652.500000 Penalty: 5387.377930
	Iteration 42Q: 3 clusters Score -5936652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5936654.000000 Penalty: 5387.377930
	Iteration 43Q: 3 clusters Score -5936654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5936654.000000 Penalty: 5387.377930
	Iteration 44F: 3 clusters Score -5936654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72707 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 174994 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 11 contains 19754 members 
Mstep: Class 12 contains 209896 members 
Mstep: Class 13 contains 154741 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 21384 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 22856 members 
Entering Unmasked Estep 
Score: -118022376.000000 Penalty: 54895.289062
Splitting cluster 3 changes total score from -118022248.000000 to -118022376.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (58957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Entering Unmasked Estep 
Score: -6967203.000000 Penalty: 2724.171875
	Iteration 0F: 2 clusters Score -6967203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -6927652.500000 Penalty: 5448.343750
	Iteration 0F: 3 clusters Score -6927652 nChanged 27270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -6942879.500000 Penalty: 5448.343750
	Iteration 1F: 3 clusters Score -6942880 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6943499.000000 Penalty: 5448.343750
	Iteration 2Q: 3 clusters Score -6943499 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -6944238.500000 Penalty: 5448.343750
	Iteration 3Q: 3 clusters Score -6944238 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6945385.500000 Penalty: 5448.343750
	Iteration 4Q: 3 clusters Score -6945386 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -6947200.500000 Penalty: 5448.343750
	Iteration 5F: 3 clusters Score -6947200 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -6950375.000000 Penalty: 5448.343750
	Iteration 6F: 3 clusters Score -6950375 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6954768.000000 Penalty: 5448.343750
	Iteration 7F: 3 clusters Score -6954768 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6959555.000000 Penalty: 5448.343750
	Iteration 8F: 3 clusters Score -6959555 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6962910.500000 Penalty: 5448.343750
	Iteration 9F: 3 clusters Score -6962910 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6964382.500000 Penalty: 5448.343750
	Iteration 10Q: 3 clusters Score -6964382 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6964914.000000 Penalty: 5448.343750
	Iteration 11Q: 3 clusters Score -6964914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6965097.500000 Penalty: 5448.343750
	Iteration 12Q: 3 clusters Score -6965098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6965193.000000 Penalty: 5448.343750
	Iteration 13Q: 3 clusters Score -6965193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6965248.000000 Penalty: 5448.343750
	Iteration 14Q: 3 clusters Score -6965248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6965275.000000 Penalty: 5448.343750
	Iteration 15Q: 3 clusters Score -6965275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6965291.500000 Penalty: 5448.343750
	Iteration 16Q: 3 clusters Score -6965292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6965306.500000 Penalty: 5448.343750
	Iteration 17Q: 3 clusters Score -6965306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6965319.500000 Penalty: 5448.343750
	Iteration 18Q: 3 clusters Score -6965320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6965325.500000 Penalty: 5448.343750
	Iteration 19Q: 3 clusters Score -6965326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6965390.000000 Penalty: 5448.343750
	Iteration 20F: 3 clusters Score -6965390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6965495.500000 Penalty: 5448.343750
	Iteration 21Q: 3 clusters Score -6965496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6965632.000000 Penalty: 5448.343750
	Iteration 22Q: 3 clusters Score -6965632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6965762.000000 Penalty: 5448.343750
	Iteration 23Q: 3 clusters Score -6965762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6965857.000000 Penalty: 5448.343750
	Iteration 24Q: 3 clusters Score -6965857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6965919.500000 Penalty: 5448.343750
	Iteration 25Q: 3 clusters Score -6965920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6965944.500000 Penalty: 5448.343750
	Iteration 26Q: 3 clusters Score -6965944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6965946.000000 Penalty: 5448.343750
	Iteration 27Q: 3 clusters Score -6965946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6965959.500000 Penalty: 5448.343750
	Iteration 28Q: 3 clusters Score -6965960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6965965.500000 Penalty: 5448.343750
	Iteration 29Q: 3 clusters Score -6965966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6965959.500000 Penalty: 5448.343750
	Iteration 30Q: 3 clusters Score -6965960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6965957.000000 Penalty: 5448.343750
	Iteration 31Q: 3 clusters Score -6965957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6966126.500000 Penalty: 5448.343750
	Iteration 32F: 3 clusters Score -6966126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6966257.500000 Penalty: 5448.343750
	Iteration 33Q: 3 clusters Score -6966258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6966346.500000 Penalty: 5448.343750
	Iteration 34Q: 3 clusters Score -6966346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6966402.000000 Penalty: 5448.343750
	Iteration 35Q: 3 clusters Score -6966402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6966442.000000 Penalty: 5448.343750
	Iteration 36Q: 3 clusters Score -6966442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6966468.000000 Penalty: 5448.343750
	Iteration 37Q: 3 clusters Score -6966468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6966472.500000 Penalty: 5448.343750
	Iteration 38Q: 3 clusters Score -6966472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6966485.000000 Penalty: 5448.343750
	Iteration 39Q: 3 clusters Score -6966485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6966494.000000 Penalty: 5448.343750
	Iteration 40F: 3 clusters Score -6966494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6966494.500000 Penalty: 5448.343750
	Iteration 41Q: 3 clusters Score -6966494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6966508.000000 Penalty: 5448.343750
	Iteration 42Q: 3 clusters Score -6966508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6966507.500000 Penalty: 5448.343750
	Iteration 43Q: 3 clusters Score -6966508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6966513.500000 Penalty: 5448.343750
	Iteration 44Q: 3 clusters Score -6966514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6966515.000000 Penalty: 5448.343750
	Iteration 45Q: 3 clusters Score -6966515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6966515.000000 Penalty: 5448.343750
	Iteration 46F: 3 clusters Score -6966515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -545710.437500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -545710.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -541525.937500 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -541525.9 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -542473.000000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -542473 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -542646.625000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -542646.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -542751.812500 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -542751.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -542820.625000 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -542820.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -542869.562500 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -542869.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -542913.062500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -542913.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -542951.937500 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -542951.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -542978.625000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -542978.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -542998.687500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -542998.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -543019.562500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -543019.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -543031.500000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -543031.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -543048.875000 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -543048.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -543061.937500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -543061.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -543077.750000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -543077.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -543091.937500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -543091.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -543106.875000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -543106.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -543118.125000 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -543118.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -543129.062500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -543129.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -543136.312500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -543136.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -543142.062500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -543142.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -543150.000000 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -543150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -543160.937500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -543160.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -543168.375000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -543168.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -543175.625000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -543175.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -543180.562500 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -543180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -543185.625000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -543185.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -543191.750000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -543191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -543197.312500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -543197.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -543203.250000 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -543203.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -543209.125000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -543209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -543221.312500 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -543221.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -543236.000000 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -543236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -543251.250000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -543251.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -543266.750000 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -543266.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -543281.687500 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -543281.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -543294.500000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -543294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -543310.187500 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -543310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -543329.125000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -543329.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -543354.062500 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -543354.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -543379.250000 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -543379.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -543401.625000 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -543401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -543421.062500 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -543421.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -543434.937500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -543434.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -543445.625000 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -543445.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -543454.875000 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -543454.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -543470.250000 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -543470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -543485.000000 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -543485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -543499.625000 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -543499.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -543517.750000 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -543517.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -543534.250000 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -543534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -543549.437500 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -543549.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -543564.187500 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -543564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -543578.812500 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -543578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -543594.187500 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -543594.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -543607.437500 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -543607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -543615.000000 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -543615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -543621.437500 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -543621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -543623.312500 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -543623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -543625.937500 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -543625.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -543636.437500 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -543636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -543640.812500 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -543640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -543648.000000 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -543648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -543656.875000 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -543656.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -543667.187500 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -543667.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -543679.312500 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -543679.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -543689.937500 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -543689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -543697.500000 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -543697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -543703.437500 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -543703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -543711.625000 Penalty: 4165.499512
	Iteration 69Q: 3 clusters Score -543711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -543718.875000 Penalty: 4165.499512
	Iteration 70Q: 3 clusters Score -543718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -543728.687500 Penalty: 4165.499512
	Iteration 71Q: 3 clusters Score -543728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -543733.812500 Penalty: 4165.499512
	Iteration 72Q: 3 clusters Score -543733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -543737.562500 Penalty: 4165.499512
	Iteration 73Q: 3 clusters Score -543737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -543743.000000 Penalty: 4165.499512
	Iteration 74Q: 3 clusters Score -543743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -543747.437500 Penalty: 4165.499512
	Iteration 75Q: 3 clusters Score -543747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -543751.437500 Penalty: 4165.499512
	Iteration 76Q: 3 clusters Score -543751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -543755.125000 Penalty: 4165.499512
	Iteration 77Q: 3 clusters Score -543755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -543760.937500 Penalty: 4165.499512
	Iteration 78Q: 3 clusters Score -543760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -543766.875000 Penalty: 4165.499512
	Iteration 79Q: 3 clusters Score -543766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -543769.937500 Penalty: 4165.499512
	Iteration 80F: 3 clusters Score -543769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -543772.687500 Penalty: 4165.499512
	Iteration 81Q: 3 clusters Score -543772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -543774.375000 Penalty: 4165.499512
	Iteration 82Q: 3 clusters Score -543774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -543775.125000 Penalty: 4165.499512
	Iteration 83Q: 3 clusters Score -543775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -543776.187500 Penalty: 4165.499512
	Iteration 84Q: 3 clusters Score -543776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -543777.375000 Penalty: 4165.499512
	Iteration 85Q: 3 clusters Score -543777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -543777.375000 Penalty: 4165.499512
	Iteration 86F: 3 clusters Score -543777.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174994 members 
Entering Unmasked Estep 
Score: -20637790.000000 Penalty: 2993.981689
	Iteration 0F: 2 clusters Score -2.063779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -20523496.000000 Penalty: 5987.963379
	Iteration 0F: 3 clusters Score -2.05235e+07 nChanged 83708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -20572010.000000 Penalty: 5987.963379
	Iteration 1F: 3 clusters Score -2.057201e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -20572930.000000 Penalty: 5987.963379
	Iteration 2Q: 3 clusters Score -2.057293e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -20573926.000000 Penalty: 5987.963379
	Iteration 3Q: 3 clusters Score -2.057393e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -20575522.000000 Penalty: 5987.963379
	Iteration 4Q: 3 clusters Score -2.057552e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -20578494.000000 Penalty: 5987.963379
	Iteration 5Q: 3 clusters Score -2.057849e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -20584140.000000 Penalty: 5987.963379
	Iteration 6F: 3 clusters Score -2.058414e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -20594216.000000 Penalty: 5987.963379
	Iteration 7F: 3 clusters Score -2.059422e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -20608802.000000 Penalty: 5987.963379
	Iteration 8F: 3 clusters Score -2.06088e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 155816 members 
Entering Unmasked Estep 
Score: -20622466.000000 Penalty: 5987.963379
	Iteration 9F: 3 clusters Score -2.062247e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -20630330.000000 Penalty: 5987.963379
	Iteration 10F: 3 clusters Score -2.063033e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 168493 members 
Entering Unmasked Estep 
Score: -20633808.000000 Penalty: 5987.963379
	Iteration 11Q: 3 clusters Score -2.063381e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -20635370.000000 Penalty: 5987.963379
	Iteration 12Q: 3 clusters Score -2.063537e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -20636028.000000 Penalty: 5987.963379
	Iteration 13Q: 3 clusters Score -2.063603e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -20636308.000000 Penalty: 5987.963379
	Iteration 14Q: 3 clusters Score -2.063631e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -20636384.000000 Penalty: 5987.963379
	Iteration 15Q: 3 clusters Score -2.063638e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -20636474.000000 Penalty: 5987.963379
	Iteration 16Q: 3 clusters Score -2.063647e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -20636496.000000 Penalty: 5987.963379
	Iteration 17Q: 3 clusters Score -2.06365e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 172891 members 
Entering Unmasked Estep 
Score: -20636450.000000 Penalty: 5987.963379
	Iteration 18Q: 3 clusters Score -2.063645e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -20636476.000000 Penalty: 5987.963379
	Iteration 19Q: 3 clusters Score -2.063648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 173048 members 
Entering Unmasked Estep 
Score: -20636468.000000 Penalty: 5987.963379
	Iteration 20F: 3 clusters Score -2.063647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -20636468.000000 Penalty: 5987.963379
	Iteration 21Q: 3 clusters Score -2.063647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -20636484.000000 Penalty: 5987.963379
	Iteration 22Q: 3 clusters Score -2.063648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 173150 members 
Entering Unmasked Estep 
Score: -20636466.000000 Penalty: 5987.963379
	Iteration 23Q: 3 clusters Score -2.063647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 173166 members 
Entering Unmasked Estep 
Score: -20636448.000000 Penalty: 5987.963379
	Iteration 24Q: 3 clusters Score -2.063645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 173181 members 
Entering Unmasked Estep 
Score: -20636448.000000 Penalty: 5987.963379
	Iteration 25Q: 3 clusters Score -2.063645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -20636434.000000 Penalty: 5987.963379
	Iteration 26Q: 3 clusters Score -2.063643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -20636458.000000 Penalty: 5987.963379
	Iteration 27Q: 3 clusters Score -2.063646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 173213 members 
Entering Unmasked Estep 
Score: -20636456.000000 Penalty: 5987.963379
	Iteration 28Q: 3 clusters Score -2.063646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 173227 members 
Entering Unmasked Estep 
Score: -20636450.000000 Penalty: 5987.963379
	Iteration 29Q: 3 clusters Score -2.063645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -20636452.000000 Penalty: 5987.963379
	Iteration 30Q: 3 clusters Score -2.063645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -20636448.000000 Penalty: 5987.963379
	Iteration 31Q: 3 clusters Score -2.063645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -20636424.000000 Penalty: 5987.963379
	Iteration 32Q: 3 clusters Score -2.063642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -20636428.000000 Penalty: 5987.963379
	Iteration 33Q: 3 clusters Score -2.063643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -20636432.000000 Penalty: 5987.963379
	Iteration 34Q: 3 clusters Score -2.063643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -20636416.000000 Penalty: 5987.963379
	Iteration 35Q: 3 clusters Score -2.063642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 173270 members 
Entering Unmasked Estep 
Score: -20636418.000000 Penalty: 5987.963379
	Iteration 36Q: 3 clusters Score -2.063642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -20636430.000000 Penalty: 5987.963379
	Iteration 37Q: 3 clusters Score -2.063643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -20636414.000000 Penalty: 5987.963379
	Iteration 38Q: 3 clusters Score -2.063641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -20636414.000000 Penalty: 5987.963379
	Iteration 39F: 3 clusters Score -2.063641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Entering Unmasked Estep 
Score: -5080517.000000 Penalty: 2643.984619
	Iteration 0F: 2 clusters Score -5080517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5051681.000000 Penalty: 5287.969238
	Iteration 0F: 3 clusters Score -5051681 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5062592.000000 Penalty: 5287.969238
	Iteration 1F: 3 clusters Score -5062592 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5063338.500000 Penalty: 5287.969238
	Iteration 2Q: 3 clusters Score -5063338 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5064342.500000 Penalty: 5287.969238
	Iteration 3Q: 3 clusters Score -5064342 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5065858.500000 Penalty: 5287.969238
	Iteration 4F: 3 clusters Score -5065858 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5068032.000000 Penalty: 5287.969238
	Iteration 5F: 3 clusters Score -5068032 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5071003.000000 Penalty: 5287.969238
	Iteration 6F: 3 clusters Score -5071003 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5073951.500000 Penalty: 5287.969238
	Iteration 7F: 3 clusters Score -5073952 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5076168.500000 Penalty: 5287.969238
	Iteration 8F: 3 clusters Score -5076168 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5077622.500000 Penalty: 5287.969238
	Iteration 9Q: 3 clusters Score -5077622 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -5078310.500000 Penalty: 5287.969238
	Iteration 10Q: 3 clusters Score -5078310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5078685.000000 Penalty: 5287.969238
	Iteration 11Q: 3 clusters Score -5078685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5078959.000000 Penalty: 5287.969238
	Iteration 12Q: 3 clusters Score -5078959 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5079183.000000 Penalty: 5287.969238
	Iteration 13Q: 3 clusters Score -5079183 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5079324.000000 Penalty: 5287.969238
	Iteration 14Q: 3 clusters Score -5079324 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5079424.500000 Penalty: 5287.969238
	Iteration 15Q: 3 clusters Score -5079424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5079480.000000 Penalty: 5287.969238
	Iteration 16Q: 3 clusters Score -5079480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5079542.000000 Penalty: 5287.969238
	Iteration 17Q: 3 clusters Score -5079542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5079558.000000 Penalty: 5287.969238
	Iteration 18Q: 3 clusters Score -5079558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5079596.000000 Penalty: 5287.969238
	Iteration 19Q: 3 clusters Score -5079596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5079611.500000 Penalty: 5287.969238
	Iteration 20F: 3 clusters Score -5079612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5079626.000000 Penalty: 5287.969238
	Iteration 21Q: 3 clusters Score -5079626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5079629.000000 Penalty: 5287.969238
	Iteration 22Q: 3 clusters Score -5079629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5079640.500000 Penalty: 5287.969238
	Iteration 23Q: 3 clusters Score -5079640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5079645.500000 Penalty: 5287.969238
	Iteration 24Q: 3 clusters Score -5079646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5079650.000000 Penalty: 5287.969238
	Iteration 25Q: 3 clusters Score -5079650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5079653.000000 Penalty: 5287.969238
	Iteration 26Q: 3 clusters Score -5079653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5079645.000000 Penalty: 5287.969238
	Iteration 27Q: 3 clusters Score -5079645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5079648.500000 Penalty: 5287.969238
	Iteration 28Q: 3 clusters Score -5079648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5079667.500000 Penalty: 5287.969238
	Iteration 29Q: 3 clusters Score -5079668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -5079661.000000 Penalty: 5287.969238
	Iteration 30Q: 3 clusters Score -5079661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5079656.500000 Penalty: 5287.969238
	Iteration 31Q: 3 clusters Score -5079656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5079653.500000 Penalty: 5287.969238
	Iteration 32Q: 3 clusters Score -5079654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5079650.000000 Penalty: 5287.969238
	Iteration 33Q: 3 clusters Score -5079650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5079655.000000 Penalty: 5287.969238
	Iteration 34Q: 3 clusters Score -5079655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5079658.500000 Penalty: 5287.969238
	Iteration 35Q: 3 clusters Score -5079658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5079654.000000 Penalty: 5287.969238
	Iteration 36Q: 3 clusters Score -5079654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5079658.000000 Penalty: 5287.969238
	Iteration 37Q: 3 clusters Score -5079658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5079658.000000 Penalty: 5287.969238
	Iteration 38F: 3 clusters Score -5079658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Entering Unmasked Estep 
Score: -2298335.250000 Penalty: 2452.995605
	Iteration 0F: 2 clusters Score -2298335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2284431.000000 Penalty: 4905.991211
	Iteration 0F: 3 clusters Score -2284431 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2289205.750000 Penalty: 4905.991211
	Iteration 1F: 3 clusters Score -2289206 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2289745.250000 Penalty: 4905.991211
	Iteration 2F: 3 clusters Score -2289745 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2290368.750000 Penalty: 4905.991211
	Iteration 3F: 3 clusters Score -2290369 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2291174.750000 Penalty: 4905.991211
	Iteration 4F: 3 clusters Score -2291175 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2292180.250000 Penalty: 4905.991211
	Iteration 5F: 3 clusters Score -2292180 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2293387.750000 Penalty: 4905.991211
	Iteration 6F: 3 clusters Score -2293388 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2294593.750000 Penalty: 4905.991211
	Iteration 7F: 3 clusters Score -2294594 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2295518.000000 Penalty: 4905.991211
	Iteration 8F: 3 clusters Score -2295518 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2296112.750000 Penalty: 4905.991211
	Iteration 9Q: 3 clusters Score -2296113 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2296410.000000 Penalty: 4905.991211
	Iteration 10Q: 3 clusters Score -2296410 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2296574.500000 Penalty: 4905.991211
	Iteration 11Q: 3 clusters Score -2296574 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2296733.750000 Penalty: 4905.991211
	Iteration 12Q: 3 clusters Score -2296734 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2296886.750000 Penalty: 4905.991211
	Iteration 13Q: 3 clusters Score -2296887 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2297054.500000 Penalty: 4905.991211
	Iteration 14Q: 3 clusters Score -2297054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2297262.500000 Penalty: 4905.991211
	Iteration 15Q: 3 clusters Score -2297262 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2297558.750000 Penalty: 4905.991211
	Iteration 16Q: 3 clusters Score -2297559 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2297983.750000 Penalty: 4905.991211
	Iteration 17Q: 3 clusters Score -2297984 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2298397.500000 Penalty: 4905.991211
	Iteration 18Q: 3 clusters Score -2298398 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2298653.500000 Penalty: 4905.991211
	Iteration 19Q: 3 clusters Score -2298654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2298777.500000 Penalty: 4905.991211
	Iteration 20F: 3 clusters Score -2298778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2298801.750000 Penalty: 4905.991211
	Iteration 21Q: 3 clusters Score -2298802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2298814.000000 Penalty: 4905.991211
	Iteration 22Q: 3 clusters Score -2298814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2298817.750000 Penalty: 4905.991211
	Iteration 23Q: 3 clusters Score -2298818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2298818.500000 Penalty: 4905.991211
	Iteration 24Q: 3 clusters Score -2298818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2298821.500000 Penalty: 4905.991211
	Iteration 25Q: 3 clusters Score -2298822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2298824.000000 Penalty: 4905.991211
	Iteration 26Q: 3 clusters Score -2298824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2298823.750000 Penalty: 4905.991211
	Iteration 27Q: 3 clusters Score -2298824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2298823.750000 Penalty: 4905.991211
	Iteration 28F: 3 clusters Score -2298824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72707 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 174994 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 11 contains 17313 members 
Mstep: Class 12 contains 209896 members 
Mstep: Class 13 contains 154741 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 21384 members 
Mstep: Class 21 contains 2960 members 
Mstep: Class 22 contains 22856 members 
Entering Unmasked Estep 
Score: -118021928.000000 Penalty: 58326.246094
Splitting cluster 11 changes total score from -118022248.000000 to -118021928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (209896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209896 members 
Entering Unmasked Estep 
Score: -24686010.000000 Penalty: 3039.083252
	Iteration 0F: 2 clusters Score -2.468601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -24553482.000000 Penalty: 6078.166504
	Iteration 0F: 3 clusters Score -2.455348e+07 nChanged 100793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -24612088.000000 Penalty: 6078.166504
	Iteration 1F: 3 clusters Score -2.461209e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -24613286.000000 Penalty: 6078.166504
	Iteration 2Q: 3 clusters Score -2.461329e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 110875 members 
Entering Unmasked Estep 
Score: -24614816.000000 Penalty: 6078.166504
	Iteration 3Q: 3 clusters Score -2.461482e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -24616822.000000 Penalty: 6078.166504
	Iteration 4Q: 3 clusters Score -2.461682e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -24620080.000000 Penalty: 6078.166504
	Iteration 5Q: 3 clusters Score -2.462008e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -24625196.000000 Penalty: 6078.166504
	Iteration 6Q: 3 clusters Score -2.46252e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
Score: -24632964.000000 Penalty: 6078.166504
	Iteration 7F: 3 clusters Score -2.463296e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -24643712.000000 Penalty: 6078.166504
	Iteration 8F: 3 clusters Score -2.464371e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -24654254.000000 Penalty: 6078.166504
	Iteration 9F: 3 clusters Score -2.465425e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 162558 members 
Entering Unmasked Estep 
Score: -24662050.000000 Penalty: 6078.166504
	Iteration 10F: 3 clusters Score -2.466205e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -24666402.000000 Penalty: 6078.166504
	Iteration 11Q: 3 clusters Score -2.46664e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -24668796.000000 Penalty: 6078.166504
	Iteration 12Q: 3 clusters Score -2.46688e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -24670584.000000 Penalty: 6078.166504
	Iteration 13Q: 3 clusters Score -2.467058e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -24672320.000000 Penalty: 6078.166504
	Iteration 14Q: 3 clusters Score -2.467232e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 185611 members 
Entering Unmasked Estep 
Score: -24673522.000000 Penalty: 6078.166504
	Iteration 15Q: 3 clusters Score -2.467352e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -24674906.000000 Penalty: 6078.166504
	Iteration 16Q: 3 clusters Score -2.467491e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 192552 members 
Entering Unmasked Estep 
Score: -24676136.000000 Penalty: 6078.166504
	Iteration 17Q: 3 clusters Score -2.467614e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 195534 members 
Entering Unmasked Estep 
Score: -24677318.000000 Penalty: 6078.166504
	Iteration 18Q: 3 clusters Score -2.467732e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 198166 members 
Entering Unmasked Estep 
Score: -24678480.000000 Penalty: 6078.166504
	Iteration 19Q: 3 clusters Score -2.467848e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 200414 members 
Entering Unmasked Estep 
Score: -24679376.000000 Penalty: 6078.166504
	Iteration 20F: 3 clusters Score -2.467938e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 202358 members 
Entering Unmasked Estep 
Score: -24680308.000000 Penalty: 6078.166504
	Iteration 21Q: 3 clusters Score -2.468031e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 203947 members 
Entering Unmasked Estep 
Score: -24681070.000000 Penalty: 6078.166504
	Iteration 22Q: 3 clusters Score -2.468107e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -24681556.000000 Penalty: 6078.166504
	Iteration 23Q: 3 clusters Score -2.468156e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 206086 members 
Entering Unmasked Estep 
Score: -24681948.000000 Penalty: 6078.166504
	Iteration 24Q: 3 clusters Score -2.468195e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 206774 members 
Entering Unmasked Estep 
Score: -24682274.000000 Penalty: 6078.166504
	Iteration 25Q: 3 clusters Score -2.468227e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 207312 members 
Entering Unmasked Estep 
Score: -24682492.000000 Penalty: 6078.166504
	Iteration 26Q: 3 clusters Score -2.468249e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 207732 members 
Entering Unmasked Estep 
Score: -24682736.000000 Penalty: 6078.166504
	Iteration 27Q: 3 clusters Score -2.468274e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 208027 members 
Entering Unmasked Estep 
Score: -24682874.000000 Penalty: 6078.166504
	Iteration 28Q: 3 clusters Score -2.468287e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 208259 members 
Entering Unmasked Estep 
Score: -24682996.000000 Penalty: 6078.166504
	Iteration 29Q: 3 clusters Score -2.4683e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 208432 members 
Entering Unmasked Estep 
Score: -24683068.000000 Penalty: 6078.166504
	Iteration 30Q: 3 clusters Score -2.468307e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -24683162.000000 Penalty: 6078.166504
	Iteration 31Q: 3 clusters Score -2.468316e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 208668 members 
Entering Unmasked Estep 
Score: -24683244.000000 Penalty: 6078.166504
	Iteration 32Q: 3 clusters Score -2.468324e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 208746 members 
Entering Unmasked Estep 
Score: -24683256.000000 Penalty: 6078.166504
	Iteration 33Q: 3 clusters Score -2.468326e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 208806 members 
Entering Unmasked Estep 
Score: -24683338.000000 Penalty: 6078.166504
	Iteration 34Q: 3 clusters Score -2.468334e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 208864 members 
Entering Unmasked Estep 
Score: -24683344.000000 Penalty: 6078.166504
	Iteration 35Q: 3 clusters Score -2.468334e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 208912 members 
Entering Unmasked Estep 
Score: -24683368.000000 Penalty: 6078.166504
	Iteration 36Q: 3 clusters Score -2.468337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 208953 members 
Entering Unmasked Estep 
Score: -24683400.000000 Penalty: 6078.166504
	Iteration 37Q: 3 clusters Score -2.46834e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 208991 members 
Entering Unmasked Estep 
Score: -24683422.000000 Penalty: 6078.166504
	Iteration 38Q: 3 clusters Score -2.468342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 209032 members 
Entering Unmasked Estep 
Score: -24683410.000000 Penalty: 6078.166504
	Iteration 39Q: 3 clusters Score -2.468341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 209060 members 
Entering Unmasked Estep 
Score: -24683458.000000 Penalty: 6078.166504
	Iteration 40F: 3 clusters Score -2.468346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -24683462.000000 Penalty: 6078.166504
	Iteration 41Q: 3 clusters Score -2.468346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 209104 members 
Entering Unmasked Estep 
Score: -24683484.000000 Penalty: 6078.166504
	Iteration 42Q: 3 clusters Score -2.468348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 209133 members 
Entering Unmasked Estep 
Score: -24683490.000000 Penalty: 6078.166504
	Iteration 43Q: 3 clusters Score -2.468349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 209158 members 
Entering Unmasked Estep 
Score: -24683504.000000 Penalty: 6078.166504
	Iteration 44Q: 3 clusters Score -2.46835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 209178 members 
Entering Unmasked Estep 
Score: -24683522.000000 Penalty: 6078.166504
	Iteration 45Q: 3 clusters Score -2.468352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 209193 members 
Entering Unmasked Estep 
Score: -24683546.000000 Penalty: 6078.166504
	Iteration 46Q: 3 clusters Score -2.468355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 209200 members 
Entering Unmasked Estep 
Score: -24683574.000000 Penalty: 6078.166504
	Iteration 47Q: 3 clusters Score -2.468357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 209206 members 
Entering Unmasked Estep 
Score: -24683588.000000 Penalty: 6078.166504
	Iteration 48Q: 3 clusters Score -2.468359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 209210 members 
Entering Unmasked Estep 
Score: -24683580.000000 Penalty: 6078.166504
	Iteration 49Q: 3 clusters Score -2.468358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 209215 members 
Entering Unmasked Estep 
Score: -24683576.000000 Penalty: 6078.166504
	Iteration 50Q: 3 clusters Score -2.468358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -24683588.000000 Penalty: 6078.166504
	Iteration 51Q: 3 clusters Score -2.468359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 209232 members 
Entering Unmasked Estep 
Score: -24683580.000000 Penalty: 6078.166504
	Iteration 52Q: 3 clusters Score -2.468358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 209239 members 
Entering Unmasked Estep 
Score: -24683594.000000 Penalty: 6078.166504
	Iteration 53Q: 3 clusters Score -2.468359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 209245 members 
Entering Unmasked Estep 
Score: -24683570.000000 Penalty: 6078.166504
	Iteration 54Q: 3 clusters Score -2.468357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 209247 members 
Entering Unmasked Estep 
Score: -24683572.000000 Penalty: 6078.166504
	Iteration 55Q: 3 clusters Score -2.468357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 209246 members 
Entering Unmasked Estep 
Score: -24683602.000000 Penalty: 6078.166504
	Iteration 56Q: 3 clusters Score -2.46836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 209248 members 
Entering Unmasked Estep 
Score: -24683596.000000 Penalty: 6078.166504
	Iteration 57Q: 3 clusters Score -2.46836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -24683602.000000 Penalty: 6078.166504
	Iteration 58Q: 3 clusters Score -2.46836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209251 members 
Entering Unmasked Estep 
Score: -24683604.000000 Penalty: 6078.166504
	Iteration 59Q: 3 clusters Score -2.46836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 209251 members 
Entering Unmasked Estep 
Score: -24683608.000000 Penalty: 6078.166504
	Iteration 60F: 3 clusters Score -2.468361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -24683628.000000 Penalty: 6078.166504
	Iteration 61Q: 3 clusters Score -2.468363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 209249 members 
Entering Unmasked Estep 
Score: -24683646.000000 Penalty: 6078.166504
	Iteration 62Q: 3 clusters Score -2.468365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -24683660.000000 Penalty: 6078.166504
	Iteration 63Q: 3 clusters Score -2.468366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -24683658.000000 Penalty: 6078.166504
	Iteration 64Q: 3 clusters Score -2.468366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 209257 members 
Entering Unmasked Estep 
Score: -24683668.000000 Penalty: 6078.166504
	Iteration 65Q: 3 clusters Score -2.468367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 209261 members 
Entering Unmasked Estep 
Score: -24683672.000000 Penalty: 6078.166504
	Iteration 66Q: 3 clusters Score -2.468367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 209262 members 
Entering Unmasked Estep 
Score: -24683666.000000 Penalty: 6078.166504
	Iteration 67Q: 3 clusters Score -2.468367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 209263 members 
Entering Unmasked Estep 
Score: -24683672.000000 Penalty: 6078.166504
	Iteration 68Q: 3 clusters Score -2.468367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 209264 members 
Entering Unmasked Estep 
Score: -24683674.000000 Penalty: 6078.166504
	Iteration 69Q: 3 clusters Score -2.468367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 209264 members 
Entering Unmasked Estep 
Score: -24683678.000000 Penalty: 6078.166504
	Iteration 70F: 3 clusters Score -2.468368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 209263 members 
Entering Unmasked Estep 
Score: -24683666.000000 Penalty: 6078.166504
	Iteration 71Q: 3 clusters Score -2.468367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 209264 members 
Entering Unmasked Estep 
Score: -24683670.000000 Penalty: 6078.166504
	Iteration 72Q: 3 clusters Score -2.468367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 209265 members 
Entering Unmasked Estep 
Score: -24683682.000000 Penalty: 6078.166504
	Iteration 73Q: 3 clusters Score -2.468368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -24683662.000000 Penalty: 6078.166504
	Iteration 74Q: 3 clusters Score -2.468366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -24683668.000000 Penalty: 6078.166504
	Iteration 75Q: 3 clusters Score -2.468367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -24683668.000000 Penalty: 6078.166504
	Iteration 76F: 3 clusters Score -2.468367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (154741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Entering Unmasked Estep 
Score: -18289870.000000 Penalty: 2963.478027
	Iteration 0F: 2 clusters Score -1.828987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -18186932.000000 Penalty: 5926.956055
	Iteration 0F: 3 clusters Score -1.818693e+07 nChanged 74037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -18229486.000000 Penalty: 5926.956055
	Iteration 1F: 3 clusters Score -1.822949e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -18230494.000000 Penalty: 5926.956055
	Iteration 2Q: 3 clusters Score -1.823049e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -18231540.000000 Penalty: 5926.956055
	Iteration 3Q: 3 clusters Score -1.823154e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -18233120.000000 Penalty: 5926.956055
	Iteration 4Q: 3 clusters Score -1.823312e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -18235348.000000 Penalty: 5926.956055
	Iteration 5Q: 3 clusters Score -1.823535e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -18238366.000000 Penalty: 5926.956055
	Iteration 6Q: 3 clusters Score -1.823837e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -18242618.000000 Penalty: 5926.956055
	Iteration 7Q: 3 clusters Score -1.824262e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -18248054.000000 Penalty: 5926.956055
	Iteration 8F: 3 clusters Score -1.824805e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -18254246.000000 Penalty: 5926.956055
	Iteration 9F: 3 clusters Score -1.825425e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -18260312.000000 Penalty: 5926.956055
	Iteration 10F: 3 clusters Score -1.826031e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -18265316.000000 Penalty: 5926.956055
	Iteration 11F: 3 clusters Score -1.826532e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -18268098.000000 Penalty: 5926.956055
	Iteration 12Q: 3 clusters Score -1.82681e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 105312 members 
Entering Unmasked Estep 
Score: -18269314.000000 Penalty: 5926.956055
	Iteration 13Q: 3 clusters Score -1.826931e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -18270004.000000 Penalty: 5926.956055
	Iteration 14Q: 3 clusters Score -1.827e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -18270594.000000 Penalty: 5926.956055
	Iteration 15Q: 3 clusters Score -1.827059e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -18271018.000000 Penalty: 5926.956055
	Iteration 16Q: 3 clusters Score -1.827102e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 110259 members 
Entering Unmasked Estep 
Score: -18271446.000000 Penalty: 5926.956055
	Iteration 17Q: 3 clusters Score -1.827145e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -18271924.000000 Penalty: 5926.956055
	Iteration 18Q: 3 clusters Score -1.827192e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -18272508.000000 Penalty: 5926.956055
	Iteration 19Q: 3 clusters Score -1.827251e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -18273010.000000 Penalty: 5926.956055
	Iteration 20F: 3 clusters Score -1.827301e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -18273546.000000 Penalty: 5926.956055
	Iteration 21Q: 3 clusters Score -1.827355e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -18274078.000000 Penalty: 5926.956055
	Iteration 22Q: 3 clusters Score -1.827408e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -18274742.000000 Penalty: 5926.956055
	Iteration 23Q: 3 clusters Score -1.827474e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -18275428.000000 Penalty: 5926.956055
	Iteration 24Q: 3 clusters Score -1.827543e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -18276082.000000 Penalty: 5926.956055
	Iteration 25Q: 3 clusters Score -1.827608e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 125311 members 
Entering Unmasked Estep 
Score: -18276610.000000 Penalty: 5926.956055
	Iteration 26Q: 3 clusters Score -1.827661e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -18277392.000000 Penalty: 5926.956055
	Iteration 27Q: 3 clusters Score -1.827739e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -18278012.000000 Penalty: 5926.956055
	Iteration 28Q: 3 clusters Score -1.827801e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 131280 members 
Entering Unmasked Estep 
Score: -18278812.000000 Penalty: 5926.956055
	Iteration 29Q: 3 clusters Score -1.827881e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -18279712.000000 Penalty: 5926.956055
	Iteration 30Q: 3 clusters Score -1.827971e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -18280456.000000 Penalty: 5926.956055
	Iteration 31Q: 3 clusters Score -1.828046e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -18281278.000000 Penalty: 5926.956055
	Iteration 32Q: 3 clusters Score -1.828128e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -18281980.000000 Penalty: 5926.956055
	Iteration 33Q: 3 clusters Score -1.828198e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -18282716.000000 Penalty: 5926.956055
	Iteration 34Q: 3 clusters Score -1.828272e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 142429 members 
Entering Unmasked Estep 
Score: -18283382.000000 Penalty: 5926.956055
	Iteration 35Q: 3 clusters Score -1.828338e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 143899 members 
Entering Unmasked Estep 
Score: -18283908.000000 Penalty: 5926.956055
	Iteration 36Q: 3 clusters Score -1.828391e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 145280 members 
Entering Unmasked Estep 
Score: -18284480.000000 Penalty: 5926.956055
	Iteration 37Q: 3 clusters Score -1.828448e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -18284950.000000 Penalty: 5926.956055
	Iteration 38Q: 3 clusters Score -1.828495e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 147583 members 
Entering Unmasked Estep 
Score: -18285264.000000 Penalty: 5926.956055
	Iteration 39Q: 3 clusters Score -1.828526e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -18285578.000000 Penalty: 5926.956055
	Iteration 40F: 3 clusters Score -1.828558e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 149326 members 
Entering Unmasked Estep 
Score: -18285890.000000 Penalty: 5926.956055
	Iteration 41Q: 3 clusters Score -1.828589e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 150001 members 
Entering Unmasked Estep 
Score: -18286094.000000 Penalty: 5926.956055
	Iteration 42Q: 3 clusters Score -1.828609e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 150567 members 
Entering Unmasked Estep 
Score: -18286272.000000 Penalty: 5926.956055
	Iteration 43Q: 3 clusters Score -1.828627e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -18286450.000000 Penalty: 5926.956055
	Iteration 44Q: 3 clusters Score -1.828645e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -18286546.000000 Penalty: 5926.956055
	Iteration 45Q: 3 clusters Score -1.828655e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -18286714.000000 Penalty: 5926.956055
	Iteration 46Q: 3 clusters Score -1.828671e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -18286762.000000 Penalty: 5926.956055
	Iteration 47Q: 3 clusters Score -1.828676e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 152262 members 
Entering Unmasked Estep 
Score: -18286850.000000 Penalty: 5926.956055
	Iteration 48Q: 3 clusters Score -1.828685e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -18286948.000000 Penalty: 5926.956055
	Iteration 49Q: 3 clusters Score -1.828695e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 152592 members 
Entering Unmasked Estep 
Score: -18287052.000000 Penalty: 5926.956055
	Iteration 50Q: 3 clusters Score -1.828705e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -18287064.000000 Penalty: 5926.956055
	Iteration 51Q: 3 clusters Score -1.828706e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 152827 members 
Entering Unmasked Estep 
Score: -18287092.000000 Penalty: 5926.956055
	Iteration 52Q: 3 clusters Score -1.828709e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -18287168.000000 Penalty: 5926.956055
	Iteration 53Q: 3 clusters Score -1.828717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -18287216.000000 Penalty: 5926.956055
	Iteration 54Q: 3 clusters Score -1.828722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -18287224.000000 Penalty: 5926.956055
	Iteration 55Q: 3 clusters Score -1.828722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -18287220.000000 Penalty: 5926.956055
	Iteration 56Q: 3 clusters Score -1.828722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -18287256.000000 Penalty: 5926.956055
	Iteration 57Q: 3 clusters Score -1.828726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 153219 members 
Entering Unmasked Estep 
Score: -18287264.000000 Penalty: 5926.956055
	Iteration 58Q: 3 clusters Score -1.828726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -18287276.000000 Penalty: 5926.956055
	Iteration 59Q: 3 clusters Score -1.828728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 153289 members 
Entering Unmasked Estep 
Score: -18287290.000000 Penalty: 5926.956055
	Iteration 60F: 3 clusters Score -1.828729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 153312 members 
Entering Unmasked Estep 
Score: -18287312.000000 Penalty: 5926.956055
	Iteration 61Q: 3 clusters Score -1.828731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -18287322.000000 Penalty: 5926.956055
	Iteration 62Q: 3 clusters Score -1.828732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -18287338.000000 Penalty: 5926.956055
	Iteration 63Q: 3 clusters Score -1.828734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -18287336.000000 Penalty: 5926.956055
	Iteration 64Q: 3 clusters Score -1.828734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -18287358.000000 Penalty: 5926.956055
	Iteration 65Q: 3 clusters Score -1.828736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -18287378.000000 Penalty: 5926.956055
	Iteration 66Q: 3 clusters Score -1.828738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -18287388.000000 Penalty: 5926.956055
	Iteration 67Q: 3 clusters Score -1.828739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -18287376.000000 Penalty: 5926.956055
	Iteration 68Q: 3 clusters Score -1.828738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -18287382.000000 Penalty: 5926.956055
	Iteration 69Q: 3 clusters Score -1.828738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -18287402.000000 Penalty: 5926.956055
	Iteration 70Q: 3 clusters Score -1.82874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -18287386.000000 Penalty: 5926.956055
	Iteration 71Q: 3 clusters Score -1.828739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -18287400.000000 Penalty: 5926.956055
	Iteration 72Q: 3 clusters Score -1.82874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -18287400.000000 Penalty: 5926.956055
	Iteration 73Q: 3 clusters Score -1.82874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 153577 members 
Entering Unmasked Estep 
Score: -18287420.000000 Penalty: 5926.956055
	Iteration 74Q: 3 clusters Score -1.828742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -18287418.000000 Penalty: 5926.956055
	Iteration 75Q: 3 clusters Score -1.828742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -18287416.000000 Penalty: 5926.956055
	Iteration 76Q: 3 clusters Score -1.828742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 153617 members 
Entering Unmasked Estep 
Score: -18287434.000000 Penalty: 5926.956055
	Iteration 77Q: 3 clusters Score -1.828743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -18287450.000000 Penalty: 5926.956055
	Iteration 78Q: 3 clusters Score -1.828745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -18287446.000000 Penalty: 5926.956055
	Iteration 79Q: 3 clusters Score -1.828745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -18287450.000000 Penalty: 5926.956055
	Iteration 80F: 3 clusters Score -1.828745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 153652 members 
Entering Unmasked Estep 
Score: -18287454.000000 Penalty: 5926.956055
	Iteration 81Q: 3 clusters Score -1.828745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -18287456.000000 Penalty: 5926.956055
	Iteration 82Q: 3 clusters Score -1.828746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 153665 members 
Entering Unmasked Estep 
Score: -18287464.000000 Penalty: 5926.956055
	Iteration 83Q: 3 clusters Score -1.828746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -18287472.000000 Penalty: 5926.956055
	Iteration 84Q: 3 clusters Score -1.828747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 153682 members 
Entering Unmasked Estep 
Score: -18287488.000000 Penalty: 5926.956055
	Iteration 85Q: 3 clusters Score -1.828749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 153692 members 
Entering Unmasked Estep 
Score: -18287490.000000 Penalty: 5926.956055
	Iteration 86Q: 3 clusters Score -1.828749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 153699 members 
Entering Unmasked Estep 
Score: -18287500.000000 Penalty: 5926.956055
	Iteration 87Q: 3 clusters Score -1.82875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -18287494.000000 Penalty: 5926.956055
	Iteration 88Q: 3 clusters Score -1.828749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -18287490.000000 Penalty: 5926.956055
	Iteration 89Q: 3 clusters Score -1.828749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 153710 members 
Entering Unmasked Estep 
Score: -18287492.000000 Penalty: 5926.956055
	Iteration 90Q: 3 clusters Score -1.828749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 153710 members 
Entering Unmasked Estep 
Score: -18287492.000000 Penalty: 5926.956055
	Iteration 91F: 3 clusters Score -1.828749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (173475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Entering Unmasked Estep 
Score: -20610890.000000 Penalty: 2991.819580
	Iteration 0F: 2 clusters Score -2.061089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -20501170.000000 Penalty: 5983.639160
	Iteration 0F: 3 clusters Score -2.050117e+07 nChanged 83176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -20549102.000000 Penalty: 5983.639160
	Iteration 1F: 3 clusters Score -2.05491e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -20550146.000000 Penalty: 5983.639160
	Iteration 2Q: 3 clusters Score -2.055015e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -20551334.000000 Penalty: 5983.639160
	Iteration 3Q: 3 clusters Score -2.055133e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -20552706.000000 Penalty: 5983.639160
	Iteration 4Q: 3 clusters Score -2.055271e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -20554918.000000 Penalty: 5983.639160
	Iteration 5Q: 3 clusters Score -2.055492e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -20557546.000000 Penalty: 5983.639160
	Iteration 6Q: 3 clusters Score -2.055755e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -20560690.000000 Penalty: 5983.639160
	Iteration 7Q: 3 clusters Score -2.056069e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -20565144.000000 Penalty: 5983.639160
	Iteration 8Q: 3 clusters Score -2.056514e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -20570614.000000 Penalty: 5983.639160
	Iteration 9F: 3 clusters Score -2.057061e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -20577198.000000 Penalty: 5983.639160
	Iteration 10F: 3 clusters Score -2.05772e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -20584424.000000 Penalty: 5983.639160
	Iteration 11F: 3 clusters Score -2.058442e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -20589782.000000 Penalty: 5983.639160
	Iteration 12F: 3 clusters Score -2.058978e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -20592516.000000 Penalty: 5983.639160
	Iteration 13Q: 3 clusters Score -2.059252e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -20593562.000000 Penalty: 5983.639160
	Iteration 14Q: 3 clusters Score -2.059356e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -20594066.000000 Penalty: 5983.639160
	Iteration 15Q: 3 clusters Score -2.059407e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -20594406.000000 Penalty: 5983.639160
	Iteration 16Q: 3 clusters Score -2.059441e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 67688 members 
Entering Unmasked Estep 
Score: -20594734.000000 Penalty: 5983.639160
	Iteration 17Q: 3 clusters Score -2.059473e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -20594952.000000 Penalty: 5983.639160
	Iteration 18Q: 3 clusters Score -2.059495e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -20595106.000000 Penalty: 5983.639160
	Iteration 19Q: 3 clusters Score -2.059511e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -20595154.000000 Penalty: 5983.639160
	Iteration 20F: 3 clusters Score -2.059515e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105833 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -20595276.000000 Penalty: 5983.639160
	Iteration 21Q: 3 clusters Score -2.059528e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105808 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -20595430.000000 Penalty: 5983.639160
	Iteration 22Q: 3 clusters Score -2.059543e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -20595590.000000 Penalty: 5983.639160
	Iteration 23Q: 3 clusters Score -2.059559e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105653 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -20595728.000000 Penalty: 5983.639160
	Iteration 24Q: 3 clusters Score -2.059573e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -20595766.000000 Penalty: 5983.639160
	Iteration 25Q: 3 clusters Score -2.059577e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -20595832.000000 Penalty: 5983.639160
	Iteration 26Q: 3 clusters Score -2.059583e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105260 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -20595900.000000 Penalty: 5983.639160
	Iteration 27Q: 3 clusters Score -2.05959e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -20595982.000000 Penalty: 5983.639160
	Iteration 28Q: 3 clusters Score -2.059598e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -20595988.000000 Penalty: 5983.639160
	Iteration 29Q: 3 clusters Score -2.059599e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -20596006.000000 Penalty: 5983.639160
	Iteration 30Q: 3 clusters Score -2.059601e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -20596030.000000 Penalty: 5983.639160
	Iteration 31Q: 3 clusters Score -2.059603e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -20596104.000000 Penalty: 5983.639160
	Iteration 32Q: 3 clusters Score -2.05961e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -20596116.000000 Penalty: 5983.639160
	Iteration 33Q: 3 clusters Score -2.059612e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -20596142.000000 Penalty: 5983.639160
	Iteration 34Q: 3 clusters Score -2.059614e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -20596128.000000 Penalty: 5983.639160
	Iteration 35Q: 3 clusters Score -2.059613e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -20596154.000000 Penalty: 5983.639160
	Iteration 36Q: 3 clusters Score -2.059615e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -20596208.000000 Penalty: 5983.639160
	Iteration 37Q: 3 clusters Score -2.059621e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -20596282.000000 Penalty: 5983.639160
	Iteration 38Q: 3 clusters Score -2.059628e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -20596314.000000 Penalty: 5983.639160
	Iteration 39Q: 3 clusters Score -2.059631e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -20596372.000000 Penalty: 5983.639160
	Iteration 40F: 3 clusters Score -2.059637e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -20596370.000000 Penalty: 5983.639160
	Iteration 41Q: 3 clusters Score -2.059637e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -20596390.000000 Penalty: 5983.639160
	Iteration 42Q: 3 clusters Score -2.059639e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -20596436.000000 Penalty: 5983.639160
	Iteration 43Q: 3 clusters Score -2.059644e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -20596382.000000 Penalty: 5983.639160
	Iteration 44Q: 3 clusters Score -2.059638e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -20596360.000000 Penalty: 5983.639160
	Iteration 45Q: 3 clusters Score -2.059636e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -20596448.000000 Penalty: 5983.639160
	Iteration 46Q: 3 clusters Score -2.059645e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -20596486.000000 Penalty: 5983.639160
	Iteration 47Q: 3 clusters Score -2.059649e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -20596504.000000 Penalty: 5983.639160
	Iteration 48Q: 3 clusters Score -2.05965e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -20596520.000000 Penalty: 5983.639160
	Iteration 49Q: 3 clusters Score -2.059652e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -20596530.000000 Penalty: 5983.639160
	Iteration 50Q: 3 clusters Score -2.059653e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -20596588.000000 Penalty: 5983.639160
	Iteration 51Q: 3 clusters Score -2.059659e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -20596660.000000 Penalty: 5983.639160
	Iteration 52Q: 3 clusters Score -2.059666e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -20596706.000000 Penalty: 5983.639160
	Iteration 53Q: 3 clusters Score -2.059671e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -20596758.000000 Penalty: 5983.639160
	Iteration 54Q: 3 clusters Score -2.059676e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -20596852.000000 Penalty: 5983.639160
	Iteration 55Q: 3 clusters Score -2.059685e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -20596898.000000 Penalty: 5983.639160
	Iteration 56Q: 3 clusters Score -2.05969e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93658 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -20597072.000000 Penalty: 5983.639160
	Iteration 57Q: 3 clusters Score -2.059707e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -20597066.000000 Penalty: 5983.639160
	Iteration 58Q: 3 clusters Score -2.059707e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -20597152.000000 Penalty: 5983.639160
	Iteration 59Q: 3 clusters Score -2.059715e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -20597180.000000 Penalty: 5983.639160
	Iteration 60F: 3 clusters Score -2.059718e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -20597260.000000 Penalty: 5983.639160
	Iteration 61Q: 3 clusters Score -2.059726e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -20597354.000000 Penalty: 5983.639160
	Iteration 62Q: 3 clusters Score -2.059735e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -20597438.000000 Penalty: 5983.639160
	Iteration 63Q: 3 clusters Score -2.059744e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -20597580.000000 Penalty: 5983.639160
	Iteration 64Q: 3 clusters Score -2.059758e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -20597632.000000 Penalty: 5983.639160
	Iteration 65Q: 3 clusters Score -2.059763e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -20597654.000000 Penalty: 5983.639160
	Iteration 66Q: 3 clusters Score -2.059765e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -20597718.000000 Penalty: 5983.639160
	Iteration 67Q: 3 clusters Score -2.059772e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -20597836.000000 Penalty: 5983.639160
	Iteration 68Q: 3 clusters Score -2.059784e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -20597920.000000 Penalty: 5983.639160
	Iteration 69Q: 3 clusters Score -2.059792e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -20597972.000000 Penalty: 5983.639160
	Iteration 70Q: 3 clusters Score -2.059797e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -20598028.000000 Penalty: 5983.639160
	Iteration 71Q: 3 clusters Score -2.059803e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -20598166.000000 Penalty: 5983.639160
	Iteration 72Q: 3 clusters Score -2.059817e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -20598236.000000 Penalty: 5983.639160
	Iteration 73Q: 3 clusters Score -2.059824e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -20598382.000000 Penalty: 5983.639160
	Iteration 74Q: 3 clusters Score -2.059838e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -20598500.000000 Penalty: 5983.639160
	Iteration 75Q: 3 clusters Score -2.05985e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -20598752.000000 Penalty: 5983.639160
	Iteration 76Q: 3 clusters Score -2.059875e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -20598950.000000 Penalty: 5983.639160
	Iteration 77Q: 3 clusters Score -2.059895e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -20599132.000000 Penalty: 5983.639160
	Iteration 78Q: 3 clusters Score -2.059913e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -20599340.000000 Penalty: 5983.639160
	Iteration 79Q: 3 clusters Score -2.059934e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -20599492.000000 Penalty: 5983.639160
	Iteration 80F: 3 clusters Score -2.059949e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -20599822.000000 Penalty: 5983.639160
	Iteration 81Q: 3 clusters Score -2.059982e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 104457 members 
Entering Unmasked Estep 
Score: -20600078.000000 Penalty: 5983.639160
	Iteration 82Q: 3 clusters Score -2.060008e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -20600220.000000 Penalty: 5983.639160
	Iteration 83Q: 3 clusters Score -2.060022e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -20600416.000000 Penalty: 5983.639160
	Iteration 84Q: 3 clusters Score -2.060042e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -20600582.000000 Penalty: 5983.639160
	Iteration 85Q: 3 clusters Score -2.060058e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -20600820.000000 Penalty: 5983.639160
	Iteration 86Q: 3 clusters Score -2.060082e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 111856 members 
Entering Unmasked Estep 
Score: -20601024.000000 Penalty: 5983.639160
	Iteration 87Q: 3 clusters Score -2.060102e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -20601320.000000 Penalty: 5983.639160
	Iteration 88Q: 3 clusters Score -2.060132e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -20601708.000000 Penalty: 5983.639160
	Iteration 89Q: 3 clusters Score -2.060171e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -20601964.000000 Penalty: 5983.639160
	Iteration 90Q: 3 clusters Score -2.060196e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -20602232.000000 Penalty: 5983.639160
	Iteration 91Q: 3 clusters Score -2.060223e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -20602438.000000 Penalty: 5983.639160
	Iteration 92Q: 3 clusters Score -2.060244e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 121990 members 
Entering Unmasked Estep 
Score: -20602700.000000 Penalty: 5983.639160
	Iteration 93Q: 3 clusters Score -2.06027e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -20602934.000000 Penalty: 5983.639160
	Iteration 94Q: 3 clusters Score -2.060293e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -20603206.000000 Penalty: 5983.639160
	Iteration 95Q: 3 clusters Score -2.060321e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -20603518.000000 Penalty: 5983.639160
	Iteration 96Q: 3 clusters Score -2.060352e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 128898 members 
Entering Unmasked Estep 
Score: -20603952.000000 Penalty: 5983.639160
	Iteration 97Q: 3 clusters Score -2.060395e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 130661 members 
Entering Unmasked Estep 
Score: -20604400.000000 Penalty: 5983.639160
	Iteration 98Q: 3 clusters Score -2.06044e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -20604816.000000 Penalty: 5983.639160
	Iteration 99Q: 3 clusters Score -2.060482e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -20605218.000000 Penalty: 5983.639160
	Iteration 100F: 3 clusters Score -2.060522e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 135890 members 
Entering Unmasked Estep 
Score: -20605576.000000 Penalty: 5983.639160
	Iteration 101Q: 3 clusters Score -2.060558e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -20605982.000000 Penalty: 5983.639160
	Iteration 102Q: 3 clusters Score -2.060598e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -20606368.000000 Penalty: 5983.639160
	Iteration 103Q: 3 clusters Score -2.060637e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -20606754.000000 Penalty: 5983.639160
	Iteration 104Q: 3 clusters Score -2.060675e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -20607054.000000 Penalty: 5983.639160
	Iteration 105Q: 3 clusters Score -2.060705e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -20607466.000000 Penalty: 5983.639160
	Iteration 106Q: 3 clusters Score -2.060747e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -20607756.000000 Penalty: 5983.639160
	Iteration 107Q: 3 clusters Score -2.060776e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 146806 members 
Entering Unmasked Estep 
Score: -20608044.000000 Penalty: 5983.639160
	Iteration 108Q: 3 clusters Score -2.060804e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -20608532.000000 Penalty: 5983.639160
	Iteration 109Q: 3 clusters Score -2.060853e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -20608950.000000 Penalty: 5983.639160
	Iteration 110Q: 3 clusters Score -2.060895e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 151346 members 
Entering Unmasked Estep 
Score: -20609276.000000 Penalty: 5983.639160
	Iteration 111Q: 3 clusters Score -2.060928e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -20609588.000000 Penalty: 5983.639160
	Iteration 112Q: 3 clusters Score -2.060959e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -20609942.000000 Penalty: 5983.639160
	Iteration 113Q: 3 clusters Score -2.060994e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 155700 members 
Entering Unmasked Estep 
Score: -20610220.000000 Penalty: 5983.639160
	Iteration 114Q: 3 clusters Score -2.061022e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -20610540.000000 Penalty: 5983.639160
	Iteration 115Q: 3 clusters Score -2.061054e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -20610610.000000 Penalty: 5983.639160
	Iteration 116Q: 3 clusters Score -2.061061e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -20610750.000000 Penalty: 5983.639160
	Iteration 117Q: 3 clusters Score -2.061075e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 160859 members 
Entering Unmasked Estep 
Score: -20610874.000000 Penalty: 5983.639160
	Iteration 118Q: 3 clusters Score -2.061087e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 161953 members 
Entering Unmasked Estep 
Score: -20610796.000000 Penalty: 5983.639160
	Iteration 119Q: 3 clusters Score -2.06108e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 162944 members 
Entering Unmasked Estep 
Score: -20610722.000000 Penalty: 5983.639160
	Iteration 120F: 3 clusters Score -2.061072e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -20610752.000000 Penalty: 5983.639160
	Iteration 121Q: 3 clusters Score -2.061075e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -20610862.000000 Penalty: 5983.639160
	Iteration 122Q: 3 clusters Score -2.061086e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -20610866.000000 Penalty: 5983.639160
	Iteration 123Q: 3 clusters Score -2.061087e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -20610774.000000 Penalty: 5983.639160
	Iteration 124Q: 3 clusters Score -2.061077e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -20610732.000000 Penalty: 5983.639160
	Iteration 125Q: 3 clusters Score -2.061073e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -20610652.000000 Penalty: 5983.639160
	Iteration 126Q: 3 clusters Score -2.061065e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -20610650.000000 Penalty: 5983.639160
	Iteration 127Q: 3 clusters Score -2.061065e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -20610576.000000 Penalty: 5983.639160
	Iteration 128Q: 3 clusters Score -2.061058e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -20610516.000000 Penalty: 5983.639160
	Iteration 129Q: 3 clusters Score -2.061052e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -20610516.000000 Penalty: 5983.639160
	Iteration 130Q: 3 clusters Score -2.061052e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -20610502.000000 Penalty: 5983.639160
	Iteration 131Q: 3 clusters Score -2.06105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 169353 members 
Entering Unmasked Estep 
Score: -20610446.000000 Penalty: 5983.639160
	Iteration 132Q: 3 clusters Score -2.061045e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -20610460.000000 Penalty: 5983.639160
	Iteration 133Q: 3 clusters Score -2.061046e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -20610434.000000 Penalty: 5983.639160
	Iteration 134Q: 3 clusters Score -2.061043e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -20610434.000000 Penalty: 5983.639160
	Iteration 135Q: 3 clusters Score -2.061043e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -20610402.000000 Penalty: 5983.639160
	Iteration 136Q: 3 clusters Score -2.06104e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -20610414.000000 Penalty: 5983.639160
	Iteration 137Q: 3 clusters Score -2.061041e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 170191 members 
Entering Unmasked Estep 
Score: -20610390.000000 Penalty: 5983.639160
	Iteration 138Q: 3 clusters Score -2.061039e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -20610408.000000 Penalty: 5983.639160
	Iteration 139Q: 3 clusters Score -2.061041e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -20610422.000000 Penalty: 5983.639160
	Iteration 140F: 3 clusters Score -2.061042e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -20610414.000000 Penalty: 5983.639160
	Iteration 141Q: 3 clusters Score -2.061041e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -20610416.000000 Penalty: 5983.639160
	Iteration 142Q: 3 clusters Score -2.061042e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -20610438.000000 Penalty: 5983.639160
	Iteration 143Q: 3 clusters Score -2.061044e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 170563 members 
Entering Unmasked Estep 
Score: -20610422.000000 Penalty: 5983.639160
	Iteration 144Q: 3 clusters Score -2.061042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 170597 members 
Entering Unmasked Estep 
Score: -20610384.000000 Penalty: 5983.639160
	Iteration 145Q: 3 clusters Score -2.061038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -20610376.000000 Penalty: 5983.639160
	Iteration 146Q: 3 clusters Score -2.061038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -20610406.000000 Penalty: 5983.639160
	Iteration 147Q: 3 clusters Score -2.061041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 170684 members 
Entering Unmasked Estep 
Score: -20610402.000000 Penalty: 5983.639160
	Iteration 148Q: 3 clusters Score -2.06104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -20610408.000000 Penalty: 5983.639160
	Iteration 149Q: 3 clusters Score -2.061041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 170729 members 
Entering Unmasked Estep 
Score: -20610406.000000 Penalty: 5983.639160
	Iteration 150Q: 3 clusters Score -2.061041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -20610426.000000 Penalty: 5983.639160
	Iteration 151Q: 3 clusters Score -2.061043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 170764 members 
Entering Unmasked Estep 
Score: -20610422.000000 Penalty: 5983.639160
	Iteration 152Q: 3 clusters Score -2.061042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -20610428.000000 Penalty: 5983.639160
	Iteration 153Q: 3 clusters Score -2.061043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 170789 members 
Entering Unmasked Estep 
Score: -20610408.000000 Penalty: 5983.639160
	Iteration 154Q: 3 clusters Score -2.061041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -20610402.000000 Penalty: 5983.639160
	Iteration 155Q: 3 clusters Score -2.06104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 170802 members 
Entering Unmasked Estep 
Score: -20610410.000000 Penalty: 5983.639160
	Iteration 156Q: 3 clusters Score -2.061041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 170808 members 
Entering Unmasked Estep 
Score: -20610410.000000 Penalty: 5983.639160
	Iteration 157Q: 3 clusters Score -2.061041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -20610418.000000 Penalty: 5983.639160
	Iteration 158Q: 3 clusters Score -2.061042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -20610412.000000 Penalty: 5983.639160
	Iteration 159Q: 3 clusters Score -2.061041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -20610432.000000 Penalty: 5983.639160
	Iteration 160F: 3 clusters Score -2.061043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -20610428.000000 Penalty: 5983.639160
	Iteration 161Q: 3 clusters Score -2.061043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -20610430.000000 Penalty: 5983.639160
	Iteration 162Q: 3 clusters Score -2.061043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -20610430.000000 Penalty: 5983.639160
	Iteration 163Q: 3 clusters Score -2.061043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -20610426.000000 Penalty: 5983.639160
	Iteration 164Q: 3 clusters Score -2.061043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 170847 members 
Entering Unmasked Estep 
Score: -20610424.000000 Penalty: 5983.639160
	Iteration 165Q: 3 clusters Score -2.061042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 170850 members 
Entering Unmasked Estep 
Score: -20610422.000000 Penalty: 5983.639160
	Iteration 166Q: 3 clusters Score -2.061042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -20610412.000000 Penalty: 5983.639160
	Iteration 167Q: 3 clusters Score -2.061041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 170857 members 
Entering Unmasked Estep 
Score: -20610414.000000 Penalty: 5983.639160
	Iteration 168Q: 3 clusters Score -2.061041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -20610408.000000 Penalty: 5983.639160
	Iteration 169Q: 3 clusters Score -2.061041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -20610404.000000 Penalty: 5983.639160
	Iteration 170Q: 3 clusters Score -2.06104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 170875 members 
Entering Unmasked Estep 
Score: -20610406.000000 Penalty: 5983.639160
	Iteration 171Q: 3 clusters Score -2.061041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -20610404.000000 Penalty: 5983.639160
	Iteration 172Q: 3 clusters Score -2.06104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 170881 members 
Entering Unmasked Estep 
Score: -20610410.000000 Penalty: 5983.639160
	Iteration 173Q: 3 clusters Score -2.061041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 170882 members 
Entering Unmasked Estep 
Score: -20610400.000000 Penalty: 5983.639160
	Iteration 174Q: 3 clusters Score -2.06104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -20610394.000000 Penalty: 5983.639160
	Iteration 175Q: 3 clusters Score -2.061039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -20610394.000000 Penalty: 5983.639160
	Iteration 176F: 3 clusters Score -2.061039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -391503.343750 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -391503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -387960.031250 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -387960 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -388678.281250 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -388678.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -388863.750000 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -388863.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -388969.500000 Penalty: 4027.664795
	Iteration 3Q: 3 clusters Score -388969.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -389031.781250 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -389031.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -389082.562500 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -389082.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -389128.781250 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -389128.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -389165.125000 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -389165.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -389192.593750 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -389192.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -389216.656250 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -389216.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -389243.406250 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -389243.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -389269.437500 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -389269.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -389291.031250 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -389291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -389314.750000 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -389314.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -389330.062500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -389330.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -389344.843750 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -389344.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -389357.812500 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -389357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -389369.468750 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -389369.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -389380.062500 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -389380.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -389387.656250 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -389387.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -389394.812500 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -389394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -389400.343750 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -389400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -389406.125000 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -389406.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -389413.187500 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -389413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -389418.593750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -389418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -389424.218750 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -389424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -389426.593750 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -389426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -389426.750000 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -389426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -389427.125000 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -389427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -389427.125000 Penalty: 4027.664795
	Iteration 29F: 3 clusters Score -389427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -540883.687500 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -540883.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -536540.312500 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -536540.3 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -537794.500000 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -537794.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -538378.875000 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -538378.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -538948.500000 Penalty: 4199.190430
	Iteration 3F: 3 clusters Score -538948.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -539350.062500 Penalty: 4199.190430
	Iteration 4F: 3 clusters Score -539350.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -539596.625000 Penalty: 4199.190430
	Iteration 5F: 3 clusters Score -539596.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -539763.187500 Penalty: 4199.190430
	Iteration 6Q: 3 clusters Score -539763.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -539872.312500 Penalty: 4199.190430
	Iteration 7Q: 3 clusters Score -539872.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -539932.000000 Penalty: 4199.190430
	Iteration 8Q: 3 clusters Score -539932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -539972.937500 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -539972.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -540010.500000 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -540010.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -540040.312500 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -540040.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -540061.250000 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -540061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -540073.812500 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -540073.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -540083.000000 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -540083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -540092.375000 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -540092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -540099.875000 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -540099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -540104.812500 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -540104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -540106.875000 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -540106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -540110.812500 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -540110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -540114.937500 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -540114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -540117.812500 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -540117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -540119.312500 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -540119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -540119.937500 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -540119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -540121.750000 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -540121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -540124.625000 Penalty: 4199.190430
	Iteration 25Q: 3 clusters Score -540124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -540124.625000 Penalty: 4199.190430
	Iteration 26F: 3 clusters Score -540124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Entering Unmasked Estep 
Score: -2541960.000000 Penalty: 2472.658691
	Iteration 0F: 2 clusters Score -2541960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2527037.750000 Penalty: 4945.317383
	Iteration 0F: 3 clusters Score -2527038 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2532482.500000 Penalty: 4945.317383
	Iteration 1F: 3 clusters Score -2532482 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2533304.000000 Penalty: 4945.317383
	Iteration 2F: 3 clusters Score -2533304 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2534116.750000 Penalty: 4945.317383
	Iteration 3F: 3 clusters Score -2534117 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2534978.750000 Penalty: 4945.317383
	Iteration 4F: 3 clusters Score -2534979 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2535921.500000 Penalty: 4945.317383
	Iteration 5F: 3 clusters Score -2535922 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2536944.500000 Penalty: 4945.317383
	Iteration 6F: 3 clusters Score -2536944 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2538000.500000 Penalty: 4945.317383
	Iteration 7F: 3 clusters Score -2538000 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2538886.750000 Penalty: 4945.317383
	Iteration 8F: 3 clusters Score -2538887 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2539476.000000 Penalty: 4945.317383
	Iteration 9Q: 3 clusters Score -2539476 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2539730.000000 Penalty: 4945.317383
	Iteration 10Q: 3 clusters Score -2539730 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2539848.000000 Penalty: 4945.317383
	Iteration 11Q: 3 clusters Score -2539848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2539917.500000 Penalty: 4945.317383
	Iteration 12Q: 3 clusters Score -2539918 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2539970.750000 Penalty: 4945.317383
	Iteration 13Q: 3 clusters Score -2539971 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2540020.250000 Penalty: 4945.317383
	Iteration 14Q: 3 clusters Score -2540020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2540055.500000 Penalty: 4945.317383
	Iteration 15Q: 3 clusters Score -2540056 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2540087.500000 Penalty: 4945.317383
	Iteration 16Q: 3 clusters Score -2540088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2540127.750000 Penalty: 4945.317383
	Iteration 17Q: 3 clusters Score -2540128 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2540149.500000 Penalty: 4945.317383
	Iteration 18Q: 3 clusters Score -2540150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2540183.250000 Penalty: 4945.317383
	Iteration 19Q: 3 clusters Score -2540183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2540209.750000 Penalty: 4945.317383
	Iteration 20F: 3 clusters Score -2540210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2540217.000000 Penalty: 4945.317383
	Iteration 21Q: 3 clusters Score -2540217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2540243.750000 Penalty: 4945.317383
	Iteration 22Q: 3 clusters Score -2540244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2540258.250000 Penalty: 4945.317383
	Iteration 23Q: 3 clusters Score -2540258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2540273.250000 Penalty: 4945.317383
	Iteration 24Q: 3 clusters Score -2540273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2540284.000000 Penalty: 4945.317383
	Iteration 25Q: 3 clusters Score -2540284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2540302.250000 Penalty: 4945.317383
	Iteration 26Q: 3 clusters Score -2540302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2540294.750000 Penalty: 4945.317383
	Iteration 27Q: 3 clusters Score -2540295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2540305.000000 Penalty: 4945.317383
	Iteration 28Q: 3 clusters Score -2540305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2540306.500000 Penalty: 4945.317383
	Iteration 29Q: 3 clusters Score -2540306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2540316.000000 Penalty: 4945.317383
	Iteration 30Q: 3 clusters Score -2540316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2540318.000000 Penalty: 4945.317383
	Iteration 31Q: 3 clusters Score -2540318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2540316.500000 Penalty: 4945.317383
	Iteration 32Q: 3 clusters Score -2540316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2540319.500000 Penalty: 4945.317383
	Iteration 33Q: 3 clusters Score -2540320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2540316.500000 Penalty: 4945.317383
	Iteration 34Q: 3 clusters Score -2540316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2540326.250000 Penalty: 4945.317383
	Iteration 35Q: 3 clusters Score -2540326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2540333.750000 Penalty: 4945.317383
	Iteration 36Q: 3 clusters Score -2540334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2540334.000000 Penalty: 4945.317383
	Iteration 37Q: 3 clusters Score -2540334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2540340.500000 Penalty: 4945.317383
	Iteration 38Q: 3 clusters Score -2540340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2540342.000000 Penalty: 4945.317383
	Iteration 39Q: 3 clusters Score -2540342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2540351.500000 Penalty: 4945.317383
	Iteration 40F: 3 clusters Score -2540352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2540357.000000 Penalty: 4945.317383
	Iteration 41Q: 3 clusters Score -2540357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2540367.250000 Penalty: 4945.317383
	Iteration 42Q: 3 clusters Score -2540367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2540374.250000 Penalty: 4945.317383
	Iteration 43Q: 3 clusters Score -2540374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2540377.750000 Penalty: 4945.317383
	Iteration 44Q: 3 clusters Score -2540378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2540389.250000 Penalty: 4945.317383
	Iteration 45Q: 3 clusters Score -2540389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2540397.000000 Penalty: 4945.317383
	Iteration 46Q: 3 clusters Score -2540397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2540410.250000 Penalty: 4945.317383
	Iteration 47Q: 3 clusters Score -2540410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2540417.250000 Penalty: 4945.317383
	Iteration 48Q: 3 clusters Score -2540417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2540419.250000 Penalty: 4945.317383
	Iteration 49Q: 3 clusters Score -2540419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2540427.750000 Penalty: 4945.317383
	Iteration 50Q: 3 clusters Score -2540428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2540432.750000 Penalty: 4945.317383
	Iteration 51Q: 3 clusters Score -2540433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2540440.500000 Penalty: 4945.317383
	Iteration 52Q: 3 clusters Score -2540440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2540439.000000 Penalty: 4945.317383
	Iteration 53Q: 3 clusters Score -2540439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2540446.000000 Penalty: 4945.317383
	Iteration 54Q: 3 clusters Score -2540446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2540452.000000 Penalty: 4945.317383
	Iteration 55Q: 3 clusters Score -2540452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2540452.500000 Penalty: 4945.317383
	Iteration 56Q: 3 clusters Score -2540452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2540452.750000 Penalty: 4945.317383
	Iteration 57Q: 3 clusters Score -2540453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2540455.750000 Penalty: 4945.317383
	Iteration 58Q: 3 clusters Score -2540456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2540463.750000 Penalty: 4945.317383
	Iteration 59Q: 3 clusters Score -2540464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2540464.250000 Penalty: 4945.317383
	Iteration 60F: 3 clusters Score -2540464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2540463.750000 Penalty: 4945.317383
	Iteration 61Q: 3 clusters Score -2540464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2540468.500000 Penalty: 4945.317383
	Iteration 62Q: 3 clusters Score -2540468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2540475.000000 Penalty: 4945.317383
	Iteration 63Q: 3 clusters Score -2540475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2540481.750000 Penalty: 4945.317383
	Iteration 64Q: 3 clusters Score -2540482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2540476.500000 Penalty: 4945.317383
	Iteration 65Q: 3 clusters Score -2540476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2540479.000000 Penalty: 4945.317383
	Iteration 66Q: 3 clusters Score -2540479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2540488.250000 Penalty: 4945.317383
	Iteration 67Q: 3 clusters Score -2540488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2540496.000000 Penalty: 4945.317383
	Iteration 68Q: 3 clusters Score -2540496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2540496.000000 Penalty: 4945.317383
	Iteration 69Q: 3 clusters Score -2540496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2540503.000000 Penalty: 4945.317383
	Iteration 70Q: 3 clusters Score -2540503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2540516.000000 Penalty: 4945.317383
	Iteration 71Q: 3 clusters Score -2540516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2540513.500000 Penalty: 4945.317383
	Iteration 72Q: 3 clusters Score -2540514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2540515.750000 Penalty: 4945.317383
	Iteration 73Q: 3 clusters Score -2540516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2540528.500000 Penalty: 4945.317383
	Iteration 74Q: 3 clusters Score -2540528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2540519.750000 Penalty: 4945.317383
	Iteration 75Q: 3 clusters Score -2540520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2540528.250000 Penalty: 4945.317383
	Iteration 76Q: 3 clusters Score -2540528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2540530.500000 Penalty: 4945.317383
	Iteration 77Q: 3 clusters Score -2540530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2540535.250000 Penalty: 4945.317383
	Iteration 78Q: 3 clusters Score -2540535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2540538.250000 Penalty: 4945.317383
	Iteration 79Q: 3 clusters Score -2540538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2540539.250000 Penalty: 4945.317383
	Iteration 80F: 3 clusters Score -2540539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2540541.750000 Penalty: 4945.317383
	Iteration 81Q: 3 clusters Score -2540542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2540543.250000 Penalty: 4945.317383
	Iteration 82Q: 3 clusters Score -2540543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2540545.250000 Penalty: 4945.317383
	Iteration 83Q: 3 clusters Score -2540545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2540548.750000 Penalty: 4945.317383
	Iteration 84Q: 3 clusters Score -2540549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2540553.500000 Penalty: 4945.317383
	Iteration 85Q: 3 clusters Score -2540554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2540556.500000 Penalty: 4945.317383
	Iteration 86Q: 3 clusters Score -2540556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2540562.750000 Penalty: 4945.317383
	Iteration 87Q: 3 clusters Score -2540563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2540567.250000 Penalty: 4945.317383
	Iteration 88Q: 3 clusters Score -2540567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2540565.000000 Penalty: 4945.317383
	Iteration 89Q: 3 clusters Score -2540565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2540564.000000 Penalty: 4945.317383
	Iteration 90Q: 3 clusters Score -2540564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2540569.750000 Penalty: 4945.317383
	Iteration 91Q: 3 clusters Score -2540570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2540573.000000 Penalty: 4945.317383
	Iteration 92Q: 3 clusters Score -2540573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2540576.500000 Penalty: 4945.317383
	Iteration 93Q: 3 clusters Score -2540576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2540571.250000 Penalty: 4945.317383
	Iteration 94Q: 3 clusters Score -2540571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2540579.750000 Penalty: 4945.317383
	Iteration 95Q: 3 clusters Score -2540580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2540582.500000 Penalty: 4945.317383
	Iteration 96Q: 3 clusters Score -2540582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2540578.500000 Penalty: 4945.317383
	Iteration 97Q: 3 clusters Score -2540578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2540585.000000 Penalty: 4945.317383
	Iteration 98Q: 3 clusters Score -2540585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2540587.000000 Penalty: 4945.317383
	Iteration 99Q: 3 clusters Score -2540587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2540591.250000 Penalty: 4945.317383
	Iteration 100F: 3 clusters Score -2540591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2540592.000000 Penalty: 4945.317383
	Iteration 101Q: 3 clusters Score -2540592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2540593.500000 Penalty: 4945.317383
	Iteration 102Q: 3 clusters Score -2540594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2540594.500000 Penalty: 4945.317383
	Iteration 103Q: 3 clusters Score -2540594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2540597.000000 Penalty: 4945.317383
	Iteration 104Q: 3 clusters Score -2540597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2540597.000000 Penalty: 4945.317383
	Iteration 105Q: 3 clusters Score -2540597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2540594.750000 Penalty: 4945.317383
	Iteration 106Q: 3 clusters Score -2540595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2540595.750000 Penalty: 4945.317383
	Iteration 107Q: 3 clusters Score -2540596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2540594.000000 Penalty: 4945.317383
	Iteration 108Q: 3 clusters Score -2540594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2540594.000000 Penalty: 4945.317383
	Iteration 109F: 3 clusters Score -2540594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -316180.718750 Penalty: 1982.250244
	Iteration 0F: 2 clusters Score -316180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -313360.406250 Penalty: 3964.500488
	Iteration 0F: 3 clusters Score -313360.4 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -316693.312500 Penalty: 3964.500488
	Iteration 1F: 3 clusters Score -316693.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -319352.875000 Penalty: 3964.500488
	Iteration 2F: 3 clusters Score -319352.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -319969.937500 Penalty: 3964.500488
	Iteration 3F: 3 clusters Score -319969.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -320092.750000 Penalty: 3964.500488
	Iteration 4Q: 3 clusters Score -320092.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -320130.468750 Penalty: 3964.500488
	Iteration 5Q: 3 clusters Score -320130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -320139.312500 Penalty: 3964.500488
	Iteration 6Q: 3 clusters Score -320139.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -320150.531250 Penalty: 3964.500488
	Iteration 7Q: 3 clusters Score -320150.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -320163.406250 Penalty: 3964.500488
	Iteration 8Q: 3 clusters Score -320163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -320177.437500 Penalty: 3964.500488
	Iteration 9Q: 3 clusters Score -320177.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -320193.781250 Penalty: 3964.500488
	Iteration 10Q: 3 clusters Score -320193.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -320207.562500 Penalty: 3964.500488
	Iteration 11Q: 3 clusters Score -320207.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -320223.750000 Penalty: 3964.500488
	Iteration 12Q: 3 clusters Score -320223.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -320236.562500 Penalty: 3964.500488
	Iteration 13Q: 3 clusters Score -320236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -320240.500000 Penalty: 3964.500488
	Iteration 14Q: 3 clusters Score -320240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -320242.156250 Penalty: 3964.500488
	Iteration 15Q: 3 clusters Score -320242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -320242.875000 Penalty: 3964.500488
	Iteration 16Q: 3 clusters Score -320242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -320244.062500 Penalty: 3964.500488
	Iteration 17Q: 3 clusters Score -320244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -320244.812500 Penalty: 3964.500488
	Iteration 18Q: 3 clusters Score -320244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -320244.812500 Penalty: 3964.500488
	Iteration 19F: 3 clusters Score -320244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72707 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 174994 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 11 contains 19754 members 
Mstep: Class 12 contains 209896 members 
Mstep: Class 13 contains 154741 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 21384 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 22856 members 
Entering Unmasked Estep 
Score: -118024864.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118022248.000000 to -118024864.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -2763196.000000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -2763196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2747359.000000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -2747359 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2752740.750000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -2752741 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2753093.750000 Penalty: 4978.336914
	Iteration 2Q: 3 clusters Score -2753094 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2753403.000000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -2753403 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2753691.750000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -2753692 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2754084.250000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -2754084 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2754580.250000 Penalty: 4978.336914
	Iteration 6Q: 3 clusters Score -2754580 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2755253.500000 Penalty: 4978.336914
	Iteration 7F: 3 clusters Score -2755254 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2756181.000000 Penalty: 4978.336914
	Iteration 8F: 3 clusters Score -2756181 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2757393.250000 Penalty: 4978.336914
	Iteration 9F: 3 clusters Score -2757393 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2758656.500000 Penalty: 4978.336914
	Iteration 10F: 3 clusters Score -2758656 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2759667.500000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -2759668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2760290.750000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -2760291 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2760606.250000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -2760606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2760755.000000 Penalty: 4978.336914
	Iteration 14Q: 3 clusters Score -2760755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2760845.000000 Penalty: 4978.336914
	Iteration 15Q: 3 clusters Score -2760845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2760895.750000 Penalty: 4978.336914
	Iteration 16Q: 3 clusters Score -2760896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2760916.250000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -2760916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2760927.750000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -2760928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2760938.500000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -2760938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2760951.000000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -2760951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2760966.000000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -2760966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2760970.250000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -2760970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2760971.250000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -2760971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2760972.250000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -2760972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2760978.750000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -2760979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2760984.000000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -2760984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2760985.250000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -2760985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2760985.750000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -2760986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2760985.750000 Penalty: 4978.336914
	Iteration 29F: 3 clusters Score -2760986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 72707 members 
Mstep: Class 3 contains 49759 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 174994 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 11 contains 19754 members 
Mstep: Class 12 contains 209896 members 
Mstep: Class 13 contains 154741 members 
Mstep: Class 14 contains 173475 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 17 contains 4751 members 
Mstep: Class 18 contains 21384 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 22856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118028184.000000 Penalty: 58326.246094
Iteration 39Q: 18 clusters Score -1.180282e+08 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 73198 members 
Mstep: Class 3 contains 50829 members 
Mstep: Class 4 contains 58846 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 170700 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 11 contains 19868 members 
Mstep: Class 12 contains 214166 members 
Mstep: Class 13 contains 153319 members 
Mstep: Class 14 contains 173805 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 17 contains 4709 members 
Mstep: Class 18 contains 21387 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 22907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037048.000000 Penalty: 58326.246094
Iteration 40F: 18 clusters Score -1.18037e+08 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 73640 members 
Mstep: Class 3 contains 51371 members 
Mstep: Class 4 contains 58604 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 166282 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 11 contains 20006 members 
Mstep: Class 12 contains 218622 members 
Mstep: Class 13 contains 152005 members 
Mstep: Class 14 contains 174229 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 17 contains 4686 members 
Mstep: Class 18 contains 21356 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 22993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118040392.000000 Penalty: 58326.246094
Iteration 41Q: 18 clusters Score -1.180404e+08 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 73962 members 
Mstep: Class 3 contains 51866 members 
Mstep: Class 4 contains 58431 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 162816 members 
Mstep: Class 7 contains 1681 members 
Mstep: Class 9 contains 42501 members 
Mstep: Class 11 contains 20124 members 
Mstep: Class 12 contains 221717 members 
Mstep: Class 13 contains 151086 members 
Mstep: Class 14 contains 174880 members 
Mstep: Class 15 contains 3714 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 21329 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 23075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118041392.000000 Penalty: 58326.246094
Iteration 42Q: 18 clusters Score -1.180414e+08 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 74198 members 
Mstep: Class 3 contains 52254 members 
Mstep: Class 4 contains 58289 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 160305 members 
Mstep: Class 7 contains 1533 members 
Mstep: Class 9 contains 42412 members 
Mstep: Class 11 contains 20247 members 
Mstep: Class 12 contains 223513 members 
Mstep: Class 13 contains 150440 members 
Mstep: Class 14 contains 175771 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 21274 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 23172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3375.692871 but Gain 3430.957031
Score: -118043280.000000 Penalty: 54895.289062
Iteration 43Q: 17 clusters Score -1.180433e+08 nChanged 17467
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 74621 members 
Mstep: Class 3 contains 52534 members 
Mstep: Class 4 contains 58252 members 
Mstep: Class 6 contains 159449 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 9 contains 42432 members 
Mstep: Class 11 contains 20340 members 
Mstep: Class 12 contains 224640 members 
Mstep: Class 13 contains 150710 members 
Mstep: Class 14 contains 177031 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 21233 members 
Mstep: Class 21 contains 1239 members 
Mstep: Class 22 contains 23377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046808.000000 Penalty: 54895.289062
Iteration 44Q: 17 clusters Score -1.180468e+08 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 74915 members 
Mstep: Class 3 contains 52851 members 
Mstep: Class 4 contains 58191 members 
Mstep: Class 6 contains 158272 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42397 members 
Mstep: Class 11 contains 20435 members 
Mstep: Class 12 contains 223908 members 
Mstep: Class 13 contains 150668 members 
Mstep: Class 14 contains 178162 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 17 contains 5279 members 
Mstep: Class 18 contains 21188 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 23527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047792.000000 Penalty: 54895.289062
Iteration 45Q: 17 clusters Score -1.180478e+08 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 75270 members 
Mstep: Class 3 contains 53171 members 
Mstep: Class 4 contains 58153 members 
Mstep: Class 6 contains 157662 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 9 contains 42368 members 
Mstep: Class 11 contains 20523 members 
Mstep: Class 12 contains 222345 members 
Mstep: Class 13 contains 150872 members 
Mstep: Class 14 contains 179251 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 17 contains 5372 members 
Mstep: Class 18 contains 21165 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 23698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047488.000000 Penalty: 54895.289062
Iteration 46Q: 17 clusters Score -1.180475e+08 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 75613 members 
Mstep: Class 3 contains 53491 members 
Mstep: Class 4 contains 58156 members 
Mstep: Class 6 contains 157304 members 
Mstep: Class 7 contains 1180 members 
Mstep: Class 9 contains 42348 members 
Mstep: Class 11 contains 20624 members 
Mstep: Class 12 contains 220363 members 
Mstep: Class 13 contains 151286 members 
Mstep: Class 14 contains 180302 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 21142 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 23844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047856.000000 Penalty: 54895.289062
Iteration 47Q: 17 clusters Score -1.180479e+08 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 75988 members 
Mstep: Class 3 contains 53867 members 
Mstep: Class 4 contains 58140 members 
Mstep: Class 6 contains 157262 members 
Mstep: Class 7 contains 1173 members 
Mstep: Class 9 contains 42329 members 
Mstep: Class 11 contains 20741 members 
Mstep: Class 12 contains 217948 members 
Mstep: Class 13 contains 151898 members 
Mstep: Class 14 contains 181232 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 21092 members 
Mstep: Class 21 contains 1190 members 
Mstep: Class 22 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048048.000000 Penalty: 54895.289062
Iteration 48Q: 17 clusters Score -1.18048e+08 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 76355 members 
Mstep: Class 3 contains 54254 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 6 contains 157456 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 11 contains 20844 members 
Mstep: Class 12 contains 215210 members 
Mstep: Class 13 contains 152607 members 
Mstep: Class 14 contains 182095 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 21060 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 24219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047200.000000 Penalty: 54895.289062
Iteration 49Q: 17 clusters Score -1.180472e+08 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 76679 members 
Mstep: Class 3 contains 54611 members 
Mstep: Class 4 contains 58138 members 
Mstep: Class 6 contains 157755 members 
Mstep: Class 7 contains 1184 members 
Mstep: Class 9 contains 42343 members 
Mstep: Class 11 contains 20934 members 
Mstep: Class 12 contains 212457 members 
Mstep: Class 13 contains 153393 members 
Mstep: Class 14 contains 182849 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 21046 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 24393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047256.000000 Penalty: 54895.289062
Iteration 50Q: 17 clusters Score -1.180473e+08 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 76986 members 
Mstep: Class 3 contains 54938 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 6 contains 158129 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 9 contains 42371 members 
Mstep: Class 11 contains 21033 members 
Mstep: Class 12 contains 209589 members 
Mstep: Class 13 contains 154345 members 
Mstep: Class 14 contains 183514 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 17 contains 5595 members 
Mstep: Class 18 contains 21024 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 24583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047048.000000 Penalty: 54895.289062
Iteration 51Q: 17 clusters Score -1.18047e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 77308 members 
Mstep: Class 3 contains 55213 members 
Mstep: Class 4 contains 58160 members 
Mstep: Class 6 contains 158492 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 9 contains 42354 members 
Mstep: Class 11 contains 21127 members 
Mstep: Class 12 contains 206805 members 
Mstep: Class 13 contains 155320 members 
Mstep: Class 14 contains 184089 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 17 contains 5635 members 
Mstep: Class 18 contains 21029 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 24797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047160.000000 Penalty: 54895.289062
Iteration 52Q: 17 clusters Score -1.180472e+08 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 77602 members 
Mstep: Class 3 contains 55438 members 
Mstep: Class 4 contains 58166 members 
Mstep: Class 6 contains 158853 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 9 contains 42319 members 
Mstep: Class 11 contains 21214 members 
Mstep: Class 12 contains 204035 members 
Mstep: Class 13 contains 156382 members 
Mstep: Class 14 contains 184680 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 21027 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 25014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047688.000000 Penalty: 54895.289062
Iteration 53Q: 17 clusters Score -1.180477e+08 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 77890 members 
Mstep: Class 3 contains 55663 members 
Mstep: Class 4 contains 58166 members 
Mstep: Class 6 contains 159117 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 9 contains 42295 members 
Mstep: Class 11 contains 21326 members 
Mstep: Class 12 contains 201478 members 
Mstep: Class 13 contains 157499 members 
Mstep: Class 14 contains 185109 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 17 contains 5690 members 
Mstep: Class 18 contains 21026 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 25229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047872.000000 Penalty: 54895.289062
Iteration 54Q: 17 clusters Score -1.180479e+08 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 78219 members 
Mstep: Class 3 contains 55862 members 
Mstep: Class 4 contains 58179 members 
Mstep: Class 6 contains 159387 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 9 contains 42288 members 
Mstep: Class 11 contains 21440 members 
Mstep: Class 12 contains 198975 members 
Mstep: Class 13 contains 158627 members 
Mstep: Class 14 contains 185467 members 
Mstep: Class 15 contains 3134 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 20978 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 25454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048360.000000 Penalty: 54895.289062
Iteration 55Q: 17 clusters Score -1.180484e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 78549 members 
Mstep: Class 3 contains 56002 members 
Mstep: Class 4 contains 58189 members 
Mstep: Class 6 contains 159450 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 9 contains 42259 members 
Mstep: Class 11 contains 21547 members 
Mstep: Class 12 contains 196841 members 
Mstep: Class 13 contains 159750 members 
Mstep: Class 14 contains 185729 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 20937 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 25695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049080.000000 Penalty: 54895.289062
Iteration 56Q: 17 clusters Score -1.180491e+08 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 78860 members 
Mstep: Class 3 contains 56116 members 
Mstep: Class 4 contains 58193 members 
Mstep: Class 6 contains 159506 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 9 contains 42224 members 
Mstep: Class 11 contains 21647 members 
Mstep: Class 12 contains 194816 members 
Mstep: Class 13 contains 160870 members 
Mstep: Class 14 contains 185948 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 20913 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 25920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049464.000000 Penalty: 54895.289062
Iteration 57Q: 17 clusters Score -1.180495e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 79127 members 
Mstep: Class 3 contains 56210 members 
Mstep: Class 4 contains 58197 members 
Mstep: Class 6 contains 159478 members 
Mstep: Class 7 contains 1212 members 
Mstep: Class 9 contains 42161 members 
Mstep: Class 11 contains 21727 members 
Mstep: Class 12 contains 193088 members 
Mstep: Class 13 contains 161880 members 
Mstep: Class 14 contains 186115 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 17 contains 5799 members 
Mstep: Class 18 contains 20879 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 26182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050088.000000 Penalty: 54895.289062
Iteration 58Q: 17 clusters Score -1.180501e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 79392 members 
Mstep: Class 3 contains 56290 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 6 contains 159327 members 
Mstep: Class 7 contains 1214 members 
Mstep: Class 9 contains 42106 members 
Mstep: Class 11 contains 21751 members 
Mstep: Class 12 contains 191626 members 
Mstep: Class 13 contains 162811 members 
Mstep: Class 14 contains 186272 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 20849 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 26416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050216.000000 Penalty: 54895.289062
Iteration 59Q: 17 clusters Score -1.180502e+08 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 79619 members 
Mstep: Class 3 contains 56327 members 
Mstep: Class 4 contains 58199 members 
Mstep: Class 6 contains 159163 members 
Mstep: Class 7 contains 1209 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 11 contains 21784 members 
Mstep: Class 12 contains 190524 members 
Mstep: Class 13 contains 163582 members 
Mstep: Class 14 contains 186370 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 20821 members 
Mstep: Class 21 contains 1144 members 
Mstep: Class 22 contains 26635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050928.000000 Penalty: 54895.289062
Iteration 60F: 17 clusters Score -1.180509e+08 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 79775 members 
Mstep: Class 3 contains 56349 members 
Mstep: Class 4 contains 58210 members 
Mstep: Class 6 contains 158997 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 9 contains 41972 members 
Mstep: Class 11 contains 21800 members 
Mstep: Class 12 contains 189771 members 
Mstep: Class 13 contains 164130 members 
Mstep: Class 14 contains 186411 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 17 contains 5862 members 
Mstep: Class 18 contains 20780 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 26853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050984.000000 Penalty: 54895.289062
Iteration 61Q: 17 clusters Score -1.18051e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 79925 members 
Mstep: Class 3 contains 56336 members 
Mstep: Class 4 contains 58199 members 
Mstep: Class 6 contains 158770 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 9 contains 41930 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 189340 members 
Mstep: Class 13 contains 164521 members 
Mstep: Class 14 contains 186436 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 17 contains 5867 members 
Mstep: Class 18 contains 20727 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 27062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051104.000000 Penalty: 54895.289062
Iteration 62Q: 17 clusters Score -1.180511e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 80071 members 
Mstep: Class 3 contains 56302 members 
Mstep: Class 4 contains 58183 members 
Mstep: Class 6 contains 158518 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 41906 members 
Mstep: Class 11 contains 21827 members 
Mstep: Class 12 contains 189105 members 
Mstep: Class 13 contains 164814 members 
Mstep: Class 14 contains 186471 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 17 contains 5881 members 
Mstep: Class 18 contains 20668 members 
Mstep: Class 21 contains 1053 members 
Mstep: Class 22 contains 27198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051424.000000 Penalty: 54895.289062
Iteration 63Q: 17 clusters Score -1.180514e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 80193 members 
Mstep: Class 3 contains 56209 members 
Mstep: Class 4 contains 58174 members 
Mstep: Class 6 contains 158184 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 11 contains 21826 members 
Mstep: Class 12 contains 189088 members 
Mstep: Class 13 contains 164981 members 
Mstep: Class 14 contains 186547 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 17 contains 5891 members 
Mstep: Class 18 contains 20624 members 
Mstep: Class 21 contains 1046 members 
Mstep: Class 22 contains 27332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051808.000000 Penalty: 54895.289062
Iteration 64Q: 17 clusters Score -1.180518e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 80317 members 
Mstep: Class 3 contains 56133 members 
Mstep: Class 4 contains 58169 members 
Mstep: Class 6 contains 157840 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 9 contains 41839 members 
Mstep: Class 11 contains 21829 members 
Mstep: Class 12 contains 189275 members 
Mstep: Class 13 contains 164922 members 
Mstep: Class 14 contains 186596 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 17 contains 5911 members 
Mstep: Class 18 contains 20602 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 27502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052016.000000 Penalty: 54895.289062
Iteration 65Q: 17 clusters Score -1.18052e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 80441 members 
Mstep: Class 3 contains 56021 members 
Mstep: Class 4 contains 58171 members 
Mstep: Class 6 contains 157505 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 9 contains 41823 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 189616 members 
Mstep: Class 13 contains 164728 members 
Mstep: Class 14 contains 186650 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 20582 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 27650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052168.000000 Penalty: 54895.289062
Iteration 66Q: 17 clusters Score -1.180522e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 80545 members 
Mstep: Class 3 contains 55893 members 
Mstep: Class 4 contains 58182 members 
Mstep: Class 6 contains 157277 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 11 contains 21822 members 
Mstep: Class 12 contains 190026 members 
Mstep: Class 13 contains 164416 members 
Mstep: Class 14 contains 186675 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 20570 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 27789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052368.000000 Penalty: 54895.289062
Iteration 67Q: 17 clusters Score -1.180524e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 80629 members 
Mstep: Class 3 contains 55765 members 
Mstep: Class 4 contains 58166 members 
Mstep: Class 6 contains 157013 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 190576 members 
Mstep: Class 13 contains 164029 members 
Mstep: Class 14 contains 186721 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 20548 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 27941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052640.000000 Penalty: 54895.289062
Iteration 68Q: 17 clusters Score -1.180526e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 80693 members 
Mstep: Class 3 contains 55609 members 
Mstep: Class 4 contains 58151 members 
Mstep: Class 6 contains 156740 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41724 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 191175 members 
Mstep: Class 13 contains 163604 members 
Mstep: Class 14 contains 186784 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 20552 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052784.000000 Penalty: 54895.289062
Iteration 69Q: 17 clusters Score -1.180528e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 80739 members 
Mstep: Class 3 contains 55440 members 
Mstep: Class 4 contains 58140 members 
Mstep: Class 6 contains 156510 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41686 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 191779 members 
Mstep: Class 13 contains 163181 members 
Mstep: Class 14 contains 186840 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 20552 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 28268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052968.000000 Penalty: 54895.289062
Iteration 70Q: 17 clusters Score -1.18053e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 80808 members 
Mstep: Class 3 contains 55259 members 
Mstep: Class 4 contains 58139 members 
Mstep: Class 6 contains 156243 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 192351 members 
Mstep: Class 13 contains 162815 members 
Mstep: Class 14 contains 186922 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 28396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053136.000000 Penalty: 54895.289062
Iteration 71Q: 17 clusters Score -1.180531e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 80859 members 
Mstep: Class 3 contains 55074 members 
Mstep: Class 4 contains 58142 members 
Mstep: Class 6 contains 156039 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 192884 members 
Mstep: Class 13 contains 162494 members 
Mstep: Class 14 contains 186968 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 20574 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 28511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053008.000000 Penalty: 54895.289062
Iteration 72Q: 17 clusters Score -1.18053e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 80901 members 
Mstep: Class 3 contains 54902 members 
Mstep: Class 4 contains 58148 members 
Mstep: Class 6 contains 155828 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 41515 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 193363 members 
Mstep: Class 13 contains 162202 members 
Mstep: Class 14 contains 187034 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 20581 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 28635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052928.000000 Penalty: 54895.289062
Iteration 73Q: 17 clusters Score -1.180529e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 80950 members 
Mstep: Class 3 contains 54723 members 
Mstep: Class 4 contains 58161 members 
Mstep: Class 6 contains 155632 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 193801 members 
Mstep: Class 13 contains 161905 members 
Mstep: Class 14 contains 187114 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 20565 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 28784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052960.000000 Penalty: 54895.289062
Iteration 74Q: 17 clusters Score -1.18053e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 81006 members 
Mstep: Class 3 contains 54557 members 
Mstep: Class 4 contains 58168 members 
Mstep: Class 6 contains 155452 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 9 contains 41424 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 194258 members 
Mstep: Class 13 contains 161576 members 
Mstep: Class 14 contains 187177 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 20563 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 28917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052672.000000 Penalty: 54895.289062
Iteration 75Q: 17 clusters Score -1.180527e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 81092 members 
Mstep: Class 3 contains 54394 members 
Mstep: Class 4 contains 58188 members 
Mstep: Class 6 contains 155261 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 41389 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 194649 members 
Mstep: Class 13 contains 161331 members 
Mstep: Class 14 contains 187211 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 20564 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 29026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052720.000000 Penalty: 54895.289062
Iteration 76Q: 17 clusters Score -1.180527e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 81170 members 
Mstep: Class 3 contains 54269 members 
Mstep: Class 4 contains 58216 members 
Mstep: Class 6 contains 155074 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41371 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 194964 members 
Mstep: Class 13 contains 161108 members 
Mstep: Class 14 contains 187208 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 20583 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 29145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052824.000000 Penalty: 54895.289062
Iteration 77Q: 17 clusters Score -1.180528e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 81222 members 
Mstep: Class 3 contains 54110 members 
Mstep: Class 4 contains 58241 members 
Mstep: Class 6 contains 154900 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 195342 members 
Mstep: Class 13 contains 160932 members 
Mstep: Class 14 contains 187196 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052672.000000 Penalty: 54895.289062
Iteration 78Q: 17 clusters Score -1.180527e+08 nChanged 1986
Entering ConstructFrom: 
Score: -118052672.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -351924.437500 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -351924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -348538.500000 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -348538.5 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -349256.468750 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -349256.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -349466.125000 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -349466.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -349621.718750 Penalty: 3997.557861
	Iteration 3F: 3 clusters Score -349621.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -349797.437500 Penalty: 3997.557861
	Iteration 4F: 3 clusters Score -349797.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -349981.125000 Penalty: 3997.557861
	Iteration 5Q: 3 clusters Score -349981.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350187.468750 Penalty: 3997.557861
	Iteration 6Q: 3 clusters Score -350187.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -350429.218750 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -350429.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -350619.156250 Penalty: 3997.557861
	Iteration 8F: 3 clusters Score -350619.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -350750.000000 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -350750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -350846.562500 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -350846.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -350938.062500 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -350938.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -351013.906250 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -351013.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -351066.312500 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -351066.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -351105.687500 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -351105.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -351127.125000 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -351127.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -351139.531250 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -351139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -351146.718750 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -351146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -351153.718750 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -351153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -351157.062500 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -351157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -351161.062500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -351161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -351161.562500 Penalty: 3997.557861
	Iteration 21Q: 3 clusters Score -351161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -351161.750000 Penalty: 3997.557861
	Iteration 22Q: 3 clusters Score -351161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -351162.531250 Penalty: 3997.557861
	Iteration 23Q: 3 clusters Score -351162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -351162.531250 Penalty: 3997.557861
	Iteration 24F: 3 clusters Score -351162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Entering Unmasked Estep 
Score: -9645887.000000 Penalty: 2803.771973
	Iteration 0F: 2 clusters Score -9645887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -9591615.000000 Penalty: 5607.543945
	Iteration 0F: 3 clusters Score -9591615 nChanged 38167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -9613380.000000 Penalty: 5607.543945
	Iteration 1F: 3 clusters Score -9613380 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9613968.000000 Penalty: 5607.543945
	Iteration 2Q: 3 clusters Score -9613968 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -9614528.000000 Penalty: 5607.543945
	Iteration 3Q: 3 clusters Score -9614528 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -9615280.000000 Penalty: 5607.543945
	Iteration 4Q: 3 clusters Score -9615280 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -9616295.000000 Penalty: 5607.543945
	Iteration 5Q: 3 clusters Score -9616295 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -9617806.000000 Penalty: 5607.543945
	Iteration 6Q: 3 clusters Score -9617806 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -9620225.000000 Penalty: 5607.543945
	Iteration 7F: 3 clusters Score -9620225 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -9623768.000000 Penalty: 5607.543945
	Iteration 8F: 3 clusters Score -9623768 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -9628450.000000 Penalty: 5607.543945
	Iteration 9F: 3 clusters Score -9628450 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -9633388.000000 Penalty: 5607.543945
	Iteration 10F: 3 clusters Score -9633388 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -9637575.000000 Penalty: 5607.543945
	Iteration 11F: 3 clusters Score -9637575 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -9640334.000000 Penalty: 5607.543945
	Iteration 12Q: 3 clusters Score -9640334 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9641926.000000 Penalty: 5607.543945
	Iteration 13Q: 3 clusters Score -9641926 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9642644.000000 Penalty: 5607.543945
	Iteration 14Q: 3 clusters Score -9642644 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9643038.000000 Penalty: 5607.543945
	Iteration 15Q: 3 clusters Score -9643038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9643191.000000 Penalty: 5607.543945
	Iteration 16Q: 3 clusters Score -9643191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9643279.000000 Penalty: 5607.543945
	Iteration 17Q: 3 clusters Score -9643279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9643322.000000 Penalty: 5607.543945
	Iteration 18Q: 3 clusters Score -9643322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9643373.000000 Penalty: 5607.543945
	Iteration 19Q: 3 clusters Score -9643373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9643408.000000 Penalty: 5607.543945
	Iteration 20F: 3 clusters Score -9643408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80964 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9643420.000000 Penalty: 5607.543945
	Iteration 21Q: 3 clusters Score -9643420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9643422.000000 Penalty: 5607.543945
	Iteration 22Q: 3 clusters Score -9643422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9643428.000000 Penalty: 5607.543945
	Iteration 23Q: 3 clusters Score -9643428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9643422.000000 Penalty: 5607.543945
	Iteration 24Q: 3 clusters Score -9643422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9643424.000000 Penalty: 5607.543945
	Iteration 25Q: 3 clusters Score -9643424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9643426.000000 Penalty: 5607.543945
	Iteration 26Q: 3 clusters Score -9643426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9643426.000000 Penalty: 5607.543945
	Iteration 27Q: 3 clusters Score -9643426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9643426.000000 Penalty: 5607.543945
	Iteration 28F: 3 clusters Score -9643426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Entering Unmasked Estep 
Score: -6173139.000000 Penalty: 2702.170898
	Iteration 0F: 2 clusters Score -6173139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6136870.500000 Penalty: 5404.341797
	Iteration 0F: 3 clusters Score -6136870 nChanged 24965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6150784.000000 Penalty: 5404.341797
	Iteration 1F: 3 clusters Score -6150784 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6151296.500000 Penalty: 5404.341797
	Iteration 2Q: 3 clusters Score -6151296 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6151760.500000 Penalty: 5404.341797
	Iteration 3Q: 3 clusters Score -6151760 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -6152199.000000 Penalty: 5404.341797
	Iteration 4Q: 3 clusters Score -6152199 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -6152673.000000 Penalty: 5404.341797
	Iteration 5Q: 3 clusters Score -6152673 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6153249.500000 Penalty: 5404.341797
	Iteration 6Q: 3 clusters Score -6153250 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -6154112.500000 Penalty: 5404.341797
	Iteration 7Q: 3 clusters Score -6154112 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -6155174.500000 Penalty: 5404.341797
	Iteration 8Q: 3 clusters Score -6155174 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -6156636.000000 Penalty: 5404.341797
	Iteration 9F: 3 clusters Score -6156636 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -6158411.500000 Penalty: 5404.341797
	Iteration 10F: 3 clusters Score -6158412 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -6160238.500000 Penalty: 5404.341797
	Iteration 11F: 3 clusters Score -6160238 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -6161980.000000 Penalty: 5404.341797
	Iteration 12F: 3 clusters Score -6161980 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -6163446.500000 Penalty: 5404.341797
	Iteration 13Q: 3 clusters Score -6163446 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6164948.500000 Penalty: 5404.341797
	Iteration 14Q: 3 clusters Score -6164948 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -6166458.000000 Penalty: 5404.341797
	Iteration 15Q: 3 clusters Score -6166458 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6168053.500000 Penalty: 5404.341797
	Iteration 16Q: 3 clusters Score -6168054 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6169281.000000 Penalty: 5404.341797
	Iteration 17Q: 3 clusters Score -6169281 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6169976.500000 Penalty: 5404.341797
	Iteration 18Q: 3 clusters Score -6169976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6170314.000000 Penalty: 5404.341797
	Iteration 19Q: 3 clusters Score -6170314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6170482.000000 Penalty: 5404.341797
	Iteration 20F: 3 clusters Score -6170482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6170581.000000 Penalty: 5404.341797
	Iteration 21Q: 3 clusters Score -6170581 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6170645.500000 Penalty: 5404.341797
	Iteration 22Q: 3 clusters Score -6170646 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6170689.500000 Penalty: 5404.341797
	Iteration 23Q: 3 clusters Score -6170690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6170716.500000 Penalty: 5404.341797
	Iteration 24Q: 3 clusters Score -6170716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6170723.500000 Penalty: 5404.341797
	Iteration 25Q: 3 clusters Score -6170724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6170753.000000 Penalty: 5404.341797
	Iteration 26Q: 3 clusters Score -6170753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6170766.500000 Penalty: 5404.341797
	Iteration 27Q: 3 clusters Score -6170766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6170775.000000 Penalty: 5404.341797
	Iteration 28Q: 3 clusters Score -6170775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6170786.500000 Penalty: 5404.341797
	Iteration 29Q: 3 clusters Score -6170786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6170783.500000 Penalty: 5404.341797
	Iteration 30Q: 3 clusters Score -6170784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6170783.500000 Penalty: 5404.341797
	Iteration 31Q: 3 clusters Score -6170784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6170781.500000 Penalty: 5404.341797
	Iteration 32Q: 3 clusters Score -6170782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6170788.500000 Penalty: 5404.341797
	Iteration 33Q: 3 clusters Score -6170788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6170784.000000 Penalty: 5404.341797
	Iteration 34Q: 3 clusters Score -6170784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6170793.000000 Penalty: 5404.341797
	Iteration 35Q: 3 clusters Score -6170793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6170794.000000 Penalty: 5404.341797
	Iteration 36Q: 3 clusters Score -6170794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6170792.000000 Penalty: 5404.341797
	Iteration 37Q: 3 clusters Score -6170792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6170794.500000 Penalty: 5404.341797
	Iteration 38Q: 3 clusters Score -6170794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6170800.500000 Penalty: 5404.341797
	Iteration 39Q: 3 clusters Score -6170800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6170798.000000 Penalty: 5404.341797
	Iteration 40F: 3 clusters Score -6170798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6170800.000000 Penalty: 5404.341797
	Iteration 41Q: 3 clusters Score -6170800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6170805.000000 Penalty: 5404.341797
	Iteration 42Q: 3 clusters Score -6170805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6170809.500000 Penalty: 5404.341797
	Iteration 43Q: 3 clusters Score -6170810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6170807.000000 Penalty: 5404.341797
	Iteration 44Q: 3 clusters Score -6170807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6170809.000000 Penalty: 5404.341797
	Iteration 45Q: 3 clusters Score -6170809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6170809.000000 Penalty: 5404.341797
	Iteration 46F: 3 clusters Score -6170809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Entering Unmasked Estep 
Score: -6891250.000000 Penalty: 2721.214111
	Iteration 0F: 2 clusters Score -6891250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -6852208.000000 Penalty: 5442.428223
	Iteration 0F: 3 clusters Score -6852208 nChanged 27047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -6866999.000000 Penalty: 5442.428223
	Iteration 1F: 3 clusters Score -6866999 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -6867530.000000 Penalty: 5442.428223
	Iteration 2Q: 3 clusters Score -6867530 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -6868113.000000 Penalty: 5442.428223
	Iteration 3Q: 3 clusters Score -6868113 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -6868885.500000 Penalty: 5442.428223
	Iteration 4Q: 3 clusters Score -6868886 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6869884.500000 Penalty: 5442.428223
	Iteration 5Q: 3 clusters Score -6869884 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6871226.500000 Penalty: 5442.428223
	Iteration 6Q: 3 clusters Score -6871226 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -6873056.500000 Penalty: 5442.428223
	Iteration 7F: 3 clusters Score -6873056 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6875126.500000 Penalty: 5442.428223
	Iteration 8F: 3 clusters Score -6875126 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -6877178.000000 Penalty: 5442.428223
	Iteration 9F: 3 clusters Score -6877178 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -6879018.500000 Penalty: 5442.428223
	Iteration 10F: 3 clusters Score -6879018 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6880533.000000 Penalty: 5442.428223
	Iteration 11Q: 3 clusters Score -6880533 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -6881962.000000 Penalty: 5442.428223
	Iteration 12Q: 3 clusters Score -6881962 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6883226.500000 Penalty: 5442.428223
	Iteration 13Q: 3 clusters Score -6883226 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6884336.000000 Penalty: 5442.428223
	Iteration 14Q: 3 clusters Score -6884336 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6885238.500000 Penalty: 5442.428223
	Iteration 15Q: 3 clusters Score -6885238 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -6886047.000000 Penalty: 5442.428223
	Iteration 16Q: 3 clusters Score -6886047 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6886837.000000 Penalty: 5442.428223
	Iteration 17Q: 3 clusters Score -6886837 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6887392.000000 Penalty: 5442.428223
	Iteration 18Q: 3 clusters Score -6887392 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6887728.000000 Penalty: 5442.428223
	Iteration 19Q: 3 clusters Score -6887728 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6888002.500000 Penalty: 5442.428223
	Iteration 20F: 3 clusters Score -6888002 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6888234.000000 Penalty: 5442.428223
	Iteration 21Q: 3 clusters Score -6888234 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6888392.000000 Penalty: 5442.428223
	Iteration 22Q: 3 clusters Score -6888392 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6888525.000000 Penalty: 5442.428223
	Iteration 23Q: 3 clusters Score -6888525 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6888622.500000 Penalty: 5442.428223
	Iteration 24Q: 3 clusters Score -6888622 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6888738.500000 Penalty: 5442.428223
	Iteration 25Q: 3 clusters Score -6888738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6888829.000000 Penalty: 5442.428223
	Iteration 26Q: 3 clusters Score -6888829 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6888884.000000 Penalty: 5442.428223
	Iteration 27Q: 3 clusters Score -6888884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6888909.500000 Penalty: 5442.428223
	Iteration 28Q: 3 clusters Score -6888910 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6888956.500000 Penalty: 5442.428223
	Iteration 29Q: 3 clusters Score -6888956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6888943.000000 Penalty: 5442.428223
	Iteration 30Q: 3 clusters Score -6888943 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6888968.000000 Penalty: 5442.428223
	Iteration 31Q: 3 clusters Score -6888968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6888993.500000 Penalty: 5442.428223
	Iteration 32Q: 3 clusters Score -6888994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6889029.500000 Penalty: 5442.428223
	Iteration 33Q: 3 clusters Score -6889030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6889044.000000 Penalty: 5442.428223
	Iteration 34Q: 3 clusters Score -6889044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6889058.500000 Penalty: 5442.428223
	Iteration 35Q: 3 clusters Score -6889058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6889068.000000 Penalty: 5442.428223
	Iteration 36Q: 3 clusters Score -6889068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6889075.000000 Penalty: 5442.428223
	Iteration 37Q: 3 clusters Score -6889075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6889089.000000 Penalty: 5442.428223
	Iteration 38Q: 3 clusters Score -6889089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6889095.000000 Penalty: 5442.428223
	Iteration 39Q: 3 clusters Score -6889095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6889104.500000 Penalty: 5442.428223
	Iteration 40F: 3 clusters Score -6889104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6889103.000000 Penalty: 5442.428223
	Iteration 41Q: 3 clusters Score -6889103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6889102.500000 Penalty: 5442.428223
	Iteration 42Q: 3 clusters Score -6889102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6889103.500000 Penalty: 5442.428223
	Iteration 43Q: 3 clusters Score -6889104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6889108.500000 Penalty: 5442.428223
	Iteration 44Q: 3 clusters Score -6889108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6889111.000000 Penalty: 5442.428223
	Iteration 45Q: 3 clusters Score -6889111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6889115.500000 Penalty: 5442.428223
	Iteration 46Q: 3 clusters Score -6889116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6889109.500000 Penalty: 5442.428223
	Iteration 47Q: 3 clusters Score -6889110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6889110.500000 Penalty: 5442.428223
	Iteration 48Q: 3 clusters Score -6889110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6889112.000000 Penalty: 5442.428223
	Iteration 49Q: 3 clusters Score -6889112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6889117.000000 Penalty: 5442.428223
	Iteration 50Q: 3 clusters Score -6889117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6889133.000000 Penalty: 5442.428223
	Iteration 51Q: 3 clusters Score -6889133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6889133.500000 Penalty: 5442.428223
	Iteration 52Q: 3 clusters Score -6889134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6889135.500000 Penalty: 5442.428223
	Iteration 53Q: 3 clusters Score -6889136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6889133.500000 Penalty: 5442.428223
	Iteration 54Q: 3 clusters Score -6889134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6889126.500000 Penalty: 5442.428223
	Iteration 55Q: 3 clusters Score -6889126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6889128.500000 Penalty: 5442.428223
	Iteration 56Q: 3 clusters Score -6889128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6889123.000000 Penalty: 5442.428223
	Iteration 57Q: 3 clusters Score -6889123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6889136.500000 Penalty: 5442.428223
	Iteration 58Q: 3 clusters Score -6889136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6889136.000000 Penalty: 5442.428223
	Iteration 59Q: 3 clusters Score -6889136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6889141.500000 Penalty: 5442.428223
	Iteration 60F: 3 clusters Score -6889142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6889138.000000 Penalty: 5442.428223
	Iteration 61Q: 3 clusters Score -6889138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6889146.000000 Penalty: 5442.428223
	Iteration 62Q: 3 clusters Score -6889146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6889151.000000 Penalty: 5442.428223
	Iteration 63Q: 3 clusters Score -6889151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6889163.000000 Penalty: 5442.428223
	Iteration 64Q: 3 clusters Score -6889163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6889167.000000 Penalty: 5442.428223
	Iteration 65Q: 3 clusters Score -6889167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6889165.000000 Penalty: 5442.428223
	Iteration 66Q: 3 clusters Score -6889165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6889168.000000 Penalty: 5442.428223
	Iteration 67Q: 3 clusters Score -6889168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6889167.500000 Penalty: 5442.428223
	Iteration 68Q: 3 clusters Score -6889168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6889167.500000 Penalty: 5442.428223
	Iteration 69Q: 3 clusters Score -6889168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6889167.000000 Penalty: 5442.428223
	Iteration 70Q: 3 clusters Score -6889167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6889161.000000 Penalty: 5442.428223
	Iteration 71Q: 3 clusters Score -6889161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6889158.000000 Penalty: 5442.428223
	Iteration 72Q: 3 clusters Score -6889158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6889158.000000 Penalty: 5442.428223
	Iteration 73F: 3 clusters Score -6889158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154771 members 
Entering Unmasked Estep 
Score: -18318828.000000 Penalty: 2963.526123
	Iteration 0F: 2 clusters Score -1.831883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -18216034.000000 Penalty: 5927.052246
	Iteration 0F: 3 clusters Score -1.821603e+07 nChanged 73875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -18258212.000000 Penalty: 5927.052246
	Iteration 1F: 3 clusters Score -1.825821e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -18258938.000000 Penalty: 5927.052246
	Iteration 2Q: 3 clusters Score -1.825894e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -18259564.000000 Penalty: 5927.052246
	Iteration 3Q: 3 clusters Score -1.825956e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -18260146.000000 Penalty: 5927.052246
	Iteration 4Q: 3 clusters Score -1.826015e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -18260834.000000 Penalty: 5927.052246
	Iteration 5Q: 3 clusters Score -1.826083e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -18261602.000000 Penalty: 5927.052246
	Iteration 6Q: 3 clusters Score -1.82616e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -18262588.000000 Penalty: 5927.052246
	Iteration 7Q: 3 clusters Score -1.826259e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -18264042.000000 Penalty: 5927.052246
	Iteration 8Q: 3 clusters Score -1.826404e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -18266530.000000 Penalty: 5927.052246
	Iteration 9Q: 3 clusters Score -1.826653e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -18270286.000000 Penalty: 5927.052246
	Iteration 10Q: 3 clusters Score -1.827029e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -18275974.000000 Penalty: 5927.052246
	Iteration 11F: 3 clusters Score -1.827597e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -18283964.000000 Penalty: 5927.052246
	Iteration 12F: 3 clusters Score -1.828396e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -18291836.000000 Penalty: 5927.052246
	Iteration 13F: 3 clusters Score -1.829184e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -18296642.000000 Penalty: 5927.052246
	Iteration 14F: 3 clusters Score -1.829664e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -18298526.000000 Penalty: 5927.052246
	Iteration 15Q: 3 clusters Score -1.829853e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -18299440.000000 Penalty: 5927.052246
	Iteration 16Q: 3 clusters Score -1.829944e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -18300212.000000 Penalty: 5927.052246
	Iteration 17Q: 3 clusters Score -1.830021e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -18300830.000000 Penalty: 5927.052246
	Iteration 18Q: 3 clusters Score -1.830083e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -18301660.000000 Penalty: 5927.052246
	Iteration 19Q: 3 clusters Score -1.830166e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -18302322.000000 Penalty: 5927.052246
	Iteration 20F: 3 clusters Score -1.830232e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -18303098.000000 Penalty: 5927.052246
	Iteration 21Q: 3 clusters Score -1.83031e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -18303648.000000 Penalty: 5927.052246
	Iteration 22Q: 3 clusters Score -1.830365e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -18304276.000000 Penalty: 5927.052246
	Iteration 23Q: 3 clusters Score -1.830428e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -18304912.000000 Penalty: 5927.052246
	Iteration 24Q: 3 clusters Score -1.830491e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -18305366.000000 Penalty: 5927.052246
	Iteration 25Q: 3 clusters Score -1.830537e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -18305776.000000 Penalty: 5927.052246
	Iteration 26Q: 3 clusters Score -1.830578e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -18306110.000000 Penalty: 5927.052246
	Iteration 27Q: 3 clusters Score -1.830611e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -18306454.000000 Penalty: 5927.052246
	Iteration 28Q: 3 clusters Score -1.830645e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -18306760.000000 Penalty: 5927.052246
	Iteration 29Q: 3 clusters Score -1.830676e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -18307114.000000 Penalty: 5927.052246
	Iteration 30Q: 3 clusters Score -1.830711e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -18307286.000000 Penalty: 5927.052246
	Iteration 31Q: 3 clusters Score -1.830729e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -18307480.000000 Penalty: 5927.052246
	Iteration 32Q: 3 clusters Score -1.830748e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -18307736.000000 Penalty: 5927.052246
	Iteration 33Q: 3 clusters Score -1.830774e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -18307948.000000 Penalty: 5927.052246
	Iteration 34Q: 3 clusters Score -1.830795e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -18308122.000000 Penalty: 5927.052246
	Iteration 35Q: 3 clusters Score -1.830812e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -18308392.000000 Penalty: 5927.052246
	Iteration 36Q: 3 clusters Score -1.830839e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -18308628.000000 Penalty: 5927.052246
	Iteration 37Q: 3 clusters Score -1.830863e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -18308814.000000 Penalty: 5927.052246
	Iteration 38Q: 3 clusters Score -1.830881e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -18309192.000000 Penalty: 5927.052246
	Iteration 39Q: 3 clusters Score -1.830919e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -18309414.000000 Penalty: 5927.052246
	Iteration 40F: 3 clusters Score -1.830941e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -18309766.000000 Penalty: 5927.052246
	Iteration 41Q: 3 clusters Score -1.830977e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126404 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -18310222.000000 Penalty: 5927.052246
	Iteration 42Q: 3 clusters Score -1.831022e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -18310600.000000 Penalty: 5927.052246
	Iteration 43Q: 3 clusters Score -1.83106e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129368 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -18310898.000000 Penalty: 5927.052246
	Iteration 44Q: 3 clusters Score -1.83109e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130829 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -18311158.000000 Penalty: 5927.052246
	Iteration 45Q: 3 clusters Score -1.831116e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -18311566.000000 Penalty: 5927.052246
	Iteration 46Q: 3 clusters Score -1.831157e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -18311874.000000 Penalty: 5927.052246
	Iteration 47Q: 3 clusters Score -1.831187e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135136 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -18312262.000000 Penalty: 5927.052246
	Iteration 48Q: 3 clusters Score -1.831226e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -18312668.000000 Penalty: 5927.052246
	Iteration 49Q: 3 clusters Score -1.831267e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137914 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -18313120.000000 Penalty: 5927.052246
	Iteration 50Q: 3 clusters Score -1.831312e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139249 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -18313504.000000 Penalty: 5927.052246
	Iteration 51Q: 3 clusters Score -1.83135e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -18313888.000000 Penalty: 5927.052246
	Iteration 52Q: 3 clusters Score -1.831389e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -18314252.000000 Penalty: 5927.052246
	Iteration 53Q: 3 clusters Score -1.831425e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -18314564.000000 Penalty: 5927.052246
	Iteration 54Q: 3 clusters Score -1.831456e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -18314850.000000 Penalty: 5927.052246
	Iteration 55Q: 3 clusters Score -1.831485e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -18315084.000000 Penalty: 5927.052246
	Iteration 56Q: 3 clusters Score -1.831508e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145616 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -18315334.000000 Penalty: 5927.052246
	Iteration 57Q: 3 clusters Score -1.831533e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146359 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -18315568.000000 Penalty: 5927.052246
	Iteration 58Q: 3 clusters Score -1.831557e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -18315754.000000 Penalty: 5927.052246
	Iteration 59Q: 3 clusters Score -1.831575e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -18315896.000000 Penalty: 5927.052246
	Iteration 60F: 3 clusters Score -1.83159e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -18316070.000000 Penalty: 5927.052246
	Iteration 61Q: 3 clusters Score -1.831607e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148624 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -18316150.000000 Penalty: 5927.052246
	Iteration 62Q: 3 clusters Score -1.831615e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -18316274.000000 Penalty: 5927.052246
	Iteration 63Q: 3 clusters Score -1.831627e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -18316310.000000 Penalty: 5927.052246
	Iteration 64Q: 3 clusters Score -1.831631e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -18316334.000000 Penalty: 5927.052246
	Iteration 65Q: 3 clusters Score -1.831633e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -18316370.000000 Penalty: 5927.052246
	Iteration 66Q: 3 clusters Score -1.831637e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -18316476.000000 Penalty: 5927.052246
	Iteration 67Q: 3 clusters Score -1.831648e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -18316530.000000 Penalty: 5927.052246
	Iteration 68Q: 3 clusters Score -1.831653e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -18316604.000000 Penalty: 5927.052246
	Iteration 69Q: 3 clusters Score -1.83166e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -18316660.000000 Penalty: 5927.052246
	Iteration 70Q: 3 clusters Score -1.831666e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -18316704.000000 Penalty: 5927.052246
	Iteration 71Q: 3 clusters Score -1.83167e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -18316734.000000 Penalty: 5927.052246
	Iteration 72Q: 3 clusters Score -1.831673e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -18316770.000000 Penalty: 5927.052246
	Iteration 73Q: 3 clusters Score -1.831677e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -18316816.000000 Penalty: 5927.052246
	Iteration 74Q: 3 clusters Score -1.831682e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18316782.000000 Penalty: 5927.052246
	Iteration 75Q: 3 clusters Score -1.831678e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151872 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -18316778.000000 Penalty: 5927.052246
	Iteration 76Q: 3 clusters Score -1.831678e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -18316800.000000 Penalty: 5927.052246
	Iteration 77Q: 3 clusters Score -1.83168e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -18316804.000000 Penalty: 5927.052246
	Iteration 78Q: 3 clusters Score -1.83168e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152130 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18316814.000000 Penalty: 5927.052246
	Iteration 79Q: 3 clusters Score -1.831681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -18316802.000000 Penalty: 5927.052246
	Iteration 80F: 3 clusters Score -1.83168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18316822.000000 Penalty: 5927.052246
	Iteration 81Q: 3 clusters Score -1.831682e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18316838.000000 Penalty: 5927.052246
	Iteration 82Q: 3 clusters Score -1.831684e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -18316862.000000 Penalty: 5927.052246
	Iteration 83Q: 3 clusters Score -1.831686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -18316848.000000 Penalty: 5927.052246
	Iteration 84Q: 3 clusters Score -1.831685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -18316854.000000 Penalty: 5927.052246
	Iteration 85Q: 3 clusters Score -1.831685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -18316846.000000 Penalty: 5927.052246
	Iteration 86Q: 3 clusters Score -1.831685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -18316862.000000 Penalty: 5927.052246
	Iteration 87Q: 3 clusters Score -1.831686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18316880.000000 Penalty: 5927.052246
	Iteration 88Q: 3 clusters Score -1.831688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -18316872.000000 Penalty: 5927.052246
	Iteration 89Q: 3 clusters Score -1.831687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -18316884.000000 Penalty: 5927.052246
	Iteration 90Q: 3 clusters Score -1.831688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152543 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -18316868.000000 Penalty: 5927.052246
	Iteration 91Q: 3 clusters Score -1.831687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -18316870.000000 Penalty: 5927.052246
	Iteration 92Q: 3 clusters Score -1.831687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152565 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -18316862.000000 Penalty: 5927.052246
	Iteration 93Q: 3 clusters Score -1.831686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18316856.000000 Penalty: 5927.052246
	Iteration 94Q: 3 clusters Score -1.831686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -18316882.000000 Penalty: 5927.052246
	Iteration 95Q: 3 clusters Score -1.831688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -18316874.000000 Penalty: 5927.052246
	Iteration 96Q: 3 clusters Score -1.831687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -18316860.000000 Penalty: 5927.052246
	Iteration 97Q: 3 clusters Score -1.831686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152592 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18316862.000000 Penalty: 5927.052246
	Iteration 98Q: 3 clusters Score -1.831686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152593 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18316858.000000 Penalty: 5927.052246
	Iteration 99Q: 3 clusters Score -1.831686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18316872.000000 Penalty: 5927.052246
	Iteration 100F: 3 clusters Score -1.831687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -18316876.000000 Penalty: 5927.052246
	Iteration 101Q: 3 clusters Score -1.831688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152601 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18316864.000000 Penalty: 5927.052246
	Iteration 102Q: 3 clusters Score -1.831686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18316874.000000 Penalty: 5927.052246
	Iteration 103Q: 3 clusters Score -1.831687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18316874.000000 Penalty: 5927.052246
	Iteration 104F: 3 clusters Score -1.831687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -140091.640625 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -140091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137973.812500 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -137973.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -138416.265625 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -138416.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138672.609375 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -138672.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138881.359375 Penalty: 3542.450195
	Iteration 3F: 3 clusters Score -138881.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -139062.015625 Penalty: 3542.450195
	Iteration 4F: 3 clusters Score -139062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139326.062500 Penalty: 3542.450195
	Iteration 5F: 3 clusters Score -139326.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -139529.062500 Penalty: 3542.450195
	Iteration 6F: 3 clusters Score -139529.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -139716.546875 Penalty: 3542.450195
	Iteration 7F: 3 clusters Score -139716.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -139869.187500 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -139869.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -139993.984375 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -139994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140059.359375 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -140059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140124.609375 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -140124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -140163.078125 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -140163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -140172.015625 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -140172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -140173.250000 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -140173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -140173.250000 Penalty: 3542.450195
	Iteration 15F: 3 clusters Score -140173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 81270 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 58258 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 154771 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 195669 members 
Mstep: Class 13 contains 160787 members 
Mstep: Class 14 contains 187172 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 20600 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29329 members 
Entering Unmasked Estep 
Score: -118051176.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052672.000000 to -118051176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Entering Unmasked Estep 
Score: -4919180.500000 Penalty: 2635.891113
	Iteration 0F: 2 clusters Score -4919180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4891215.500000 Penalty: 5271.782227
	Iteration 0F: 3 clusters Score -4891216 nChanged 19083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4901799.000000 Penalty: 5271.782227
	Iteration 1F: 3 clusters Score -4901799 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4902530.000000 Penalty: 5271.782227
	Iteration 2Q: 3 clusters Score -4902530 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4903368.000000 Penalty: 5271.782227
	Iteration 3Q: 3 clusters Score -4903368 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4904369.500000 Penalty: 5271.782227
	Iteration 4Q: 3 clusters Score -4904370 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4905656.000000 Penalty: 5271.782227
	Iteration 5F: 3 clusters Score -4905656 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4907038.500000 Penalty: 5271.782227
	Iteration 6F: 3 clusters Score -4907038 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4908440.500000 Penalty: 5271.782227
	Iteration 7F: 3 clusters Score -4908440 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4909629.500000 Penalty: 5271.782227
	Iteration 8F: 3 clusters Score -4909630 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4910563.500000 Penalty: 5271.782227
	Iteration 9Q: 3 clusters Score -4910564 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -4911307.000000 Penalty: 5271.782227
	Iteration 10Q: 3 clusters Score -4911307 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4911833.500000 Penalty: 5271.782227
	Iteration 11Q: 3 clusters Score -4911834 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4912195.000000 Penalty: 5271.782227
	Iteration 12Q: 3 clusters Score -4912195 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4912439.500000 Penalty: 5271.782227
	Iteration 13Q: 3 clusters Score -4912440 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4912565.500000 Penalty: 5271.782227
	Iteration 14Q: 3 clusters Score -4912566 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4912668.000000 Penalty: 5271.782227
	Iteration 15Q: 3 clusters Score -4912668 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4912736.500000 Penalty: 5271.782227
	Iteration 16Q: 3 clusters Score -4912736 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4912775.500000 Penalty: 5271.782227
	Iteration 17Q: 3 clusters Score -4912776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4912839.500000 Penalty: 5271.782227
	Iteration 18Q: 3 clusters Score -4912840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4912853.500000 Penalty: 5271.782227
	Iteration 19Q: 3 clusters Score -4912854 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4912881.500000 Penalty: 5271.782227
	Iteration 20F: 3 clusters Score -4912882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4912910.500000 Penalty: 5271.782227
	Iteration 21Q: 3 clusters Score -4912910 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4912933.500000 Penalty: 5271.782227
	Iteration 22Q: 3 clusters Score -4912934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4912964.500000 Penalty: 5271.782227
	Iteration 23Q: 3 clusters Score -4912964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4912996.000000 Penalty: 5271.782227
	Iteration 24Q: 3 clusters Score -4912996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4913017.000000 Penalty: 5271.782227
	Iteration 25Q: 3 clusters Score -4913017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4913038.500000 Penalty: 5271.782227
	Iteration 26Q: 3 clusters Score -4913038 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4913038.000000 Penalty: 5271.782227
	Iteration 27Q: 3 clusters Score -4913038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4913054.000000 Penalty: 5271.782227
	Iteration 28Q: 3 clusters Score -4913054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4913063.000000 Penalty: 5271.782227
	Iteration 29Q: 3 clusters Score -4913063 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4913094.500000 Penalty: 5271.782227
	Iteration 30Q: 3 clusters Score -4913094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4913105.500000 Penalty: 5271.782227
	Iteration 31Q: 3 clusters Score -4913106 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4913117.000000 Penalty: 5271.782227
	Iteration 32Q: 3 clusters Score -4913117 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4913145.000000 Penalty: 5271.782227
	Iteration 33Q: 3 clusters Score -4913145 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4913165.000000 Penalty: 5271.782227
	Iteration 34Q: 3 clusters Score -4913165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4913186.000000 Penalty: 5271.782227
	Iteration 35Q: 3 clusters Score -4913186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4913189.000000 Penalty: 5271.782227
	Iteration 36Q: 3 clusters Score -4913189 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4913202.500000 Penalty: 5271.782227
	Iteration 37Q: 3 clusters Score -4913202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4913211.500000 Penalty: 5271.782227
	Iteration 38Q: 3 clusters Score -4913212 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4913224.000000 Penalty: 5271.782227
	Iteration 39Q: 3 clusters Score -4913224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4913261.500000 Penalty: 5271.782227
	Iteration 40F: 3 clusters Score -4913262 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4913294.500000 Penalty: 5271.782227
	Iteration 41Q: 3 clusters Score -4913294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4913326.500000 Penalty: 5271.782227
	Iteration 42Q: 3 clusters Score -4913326 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4913386.500000 Penalty: 5271.782227
	Iteration 43Q: 3 clusters Score -4913386 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4913399.500000 Penalty: 5271.782227
	Iteration 44Q: 3 clusters Score -4913400 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4913438.000000 Penalty: 5271.782227
	Iteration 45Q: 3 clusters Score -4913438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4913483.000000 Penalty: 5271.782227
	Iteration 46Q: 3 clusters Score -4913483 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4913528.000000 Penalty: 5271.782227
	Iteration 47Q: 3 clusters Score -4913528 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4913560.500000 Penalty: 5271.782227
	Iteration 48Q: 3 clusters Score -4913560 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4913605.500000 Penalty: 5271.782227
	Iteration 49Q: 3 clusters Score -4913606 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4913689.000000 Penalty: 5271.782227
	Iteration 50Q: 3 clusters Score -4913689 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4913793.000000 Penalty: 5271.782227
	Iteration 51Q: 3 clusters Score -4913793 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4913868.000000 Penalty: 5271.782227
	Iteration 52Q: 3 clusters Score -4913868 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4913971.500000 Penalty: 5271.782227
	Iteration 53Q: 3 clusters Score -4913972 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4914090.500000 Penalty: 5271.782227
	Iteration 54Q: 3 clusters Score -4914090 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -4914198.500000 Penalty: 5271.782227
	Iteration 55Q: 3 clusters Score -4914198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4914305.000000 Penalty: 5271.782227
	Iteration 56Q: 3 clusters Score -4914305 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4914436.500000 Penalty: 5271.782227
	Iteration 57Q: 3 clusters Score -4914436 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4914591.500000 Penalty: 5271.782227
	Iteration 58Q: 3 clusters Score -4914592 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4914788.000000 Penalty: 5271.782227
	Iteration 59Q: 3 clusters Score -4914788 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4914954.500000 Penalty: 5271.782227
	Iteration 60F: 3 clusters Score -4914954 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4915122.500000 Penalty: 5271.782227
	Iteration 61Q: 3 clusters Score -4915122 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4915321.500000 Penalty: 5271.782227
	Iteration 62Q: 3 clusters Score -4915322 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4915549.000000 Penalty: 5271.782227
	Iteration 63Q: 3 clusters Score -4915549 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4915753.500000 Penalty: 5271.782227
	Iteration 64Q: 3 clusters Score -4915754 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4915969.500000 Penalty: 5271.782227
	Iteration 65Q: 3 clusters Score -4915970 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4916192.000000 Penalty: 5271.782227
	Iteration 66Q: 3 clusters Score -4916192 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -4916385.500000 Penalty: 5271.782227
	Iteration 67Q: 3 clusters Score -4916386 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4916646.500000 Penalty: 5271.782227
	Iteration 68Q: 3 clusters Score -4916646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4916839.500000 Penalty: 5271.782227
	Iteration 69Q: 3 clusters Score -4916840 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4917038.500000 Penalty: 5271.782227
	Iteration 70Q: 3 clusters Score -4917038 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4917230.000000 Penalty: 5271.782227
	Iteration 71Q: 3 clusters Score -4917230 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4917435.500000 Penalty: 5271.782227
	Iteration 72Q: 3 clusters Score -4917436 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4917609.000000 Penalty: 5271.782227
	Iteration 73Q: 3 clusters Score -4917609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4917756.500000 Penalty: 5271.782227
	Iteration 74Q: 3 clusters Score -4917756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4917866.500000 Penalty: 5271.782227
	Iteration 75Q: 3 clusters Score -4917866 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4917955.500000 Penalty: 5271.782227
	Iteration 76Q: 3 clusters Score -4917956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4917992.000000 Penalty: 5271.782227
	Iteration 77Q: 3 clusters Score -4917992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4918040.500000 Penalty: 5271.782227
	Iteration 78Q: 3 clusters Score -4918040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4918073.000000 Penalty: 5271.782227
	Iteration 79Q: 3 clusters Score -4918073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4918103.000000 Penalty: 5271.782227
	Iteration 80F: 3 clusters Score -4918103 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4918138.000000 Penalty: 5271.782227
	Iteration 81Q: 3 clusters Score -4918138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4918150.000000 Penalty: 5271.782227
	Iteration 82Q: 3 clusters Score -4918150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4918156.500000 Penalty: 5271.782227
	Iteration 83Q: 3 clusters Score -4918156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4918178.500000 Penalty: 5271.782227
	Iteration 84Q: 3 clusters Score -4918178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4918173.000000 Penalty: 5271.782227
	Iteration 85Q: 3 clusters Score -4918173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4918192.000000 Penalty: 5271.782227
	Iteration 86Q: 3 clusters Score -4918192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4918200.000000 Penalty: 5271.782227
	Iteration 87Q: 3 clusters Score -4918200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4918205.000000 Penalty: 5271.782227
	Iteration 88Q: 3 clusters Score -4918205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4918211.500000 Penalty: 5271.782227
	Iteration 89Q: 3 clusters Score -4918212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4918226.000000 Penalty: 5271.782227
	Iteration 90Q: 3 clusters Score -4918226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4918235.000000 Penalty: 5271.782227
	Iteration 91Q: 3 clusters Score -4918235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4918231.000000 Penalty: 5271.782227
	Iteration 92Q: 3 clusters Score -4918231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4918219.500000 Penalty: 5271.782227
	Iteration 93Q: 3 clusters Score -4918220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4918224.000000 Penalty: 5271.782227
	Iteration 94Q: 3 clusters Score -4918224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4918220.000000 Penalty: 5271.782227
	Iteration 95Q: 3 clusters Score -4918220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4918220.500000 Penalty: 5271.782227
	Iteration 96Q: 3 clusters Score -4918220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4918217.500000 Penalty: 5271.782227
	Iteration 97Q: 3 clusters Score -4918218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4918219.500000 Penalty: 5271.782227
	Iteration 98Q: 3 clusters Score -4918220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4918220.000000 Penalty: 5271.782227
	Iteration 99Q: 3 clusters Score -4918220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4918221.500000 Penalty: 5271.782227
	Iteration 100F: 3 clusters Score -4918222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Entering Unmasked Estep 
Score: -2533272.000000 Penalty: 2477.641846
	Iteration 0F: 2 clusters Score -2533272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2518162.000000 Penalty: 4955.283691
	Iteration 0F: 3 clusters Score -2518162 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2523640.750000 Penalty: 4955.283691
	Iteration 1F: 3 clusters Score -2523641 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2524377.000000 Penalty: 4955.283691
	Iteration 2F: 3 clusters Score -2524377 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2525266.250000 Penalty: 4955.283691
	Iteration 3F: 3 clusters Score -2525266 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2526475.000000 Penalty: 4955.283691
	Iteration 4F: 3 clusters Score -2526475 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2527737.500000 Penalty: 4955.283691
	Iteration 5F: 3 clusters Score -2527738 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2528720.500000 Penalty: 4955.283691
	Iteration 6F: 3 clusters Score -2528720 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2529525.250000 Penalty: 4955.283691
	Iteration 7F: 3 clusters Score -2529525 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2530217.500000 Penalty: 4955.283691
	Iteration 8Q: 3 clusters Score -2530218 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2530775.750000 Penalty: 4955.283691
	Iteration 9Q: 3 clusters Score -2530776 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2531205.750000 Penalty: 4955.283691
	Iteration 10Q: 3 clusters Score -2531206 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2531480.000000 Penalty: 4955.283691
	Iteration 11Q: 3 clusters Score -2531480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2531627.250000 Penalty: 4955.283691
	Iteration 12Q: 3 clusters Score -2531627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2531717.250000 Penalty: 4955.283691
	Iteration 13Q: 3 clusters Score -2531717 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2531786.500000 Penalty: 4955.283691
	Iteration 14Q: 3 clusters Score -2531786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2531840.750000 Penalty: 4955.283691
	Iteration 15Q: 3 clusters Score -2531841 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2531894.500000 Penalty: 4955.283691
	Iteration 16Q: 3 clusters Score -2531894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2531925.500000 Penalty: 4955.283691
	Iteration 17Q: 3 clusters Score -2531926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2531940.500000 Penalty: 4955.283691
	Iteration 18Q: 3 clusters Score -2531940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2531956.750000 Penalty: 4955.283691
	Iteration 19Q: 3 clusters Score -2531957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2531970.750000 Penalty: 4955.283691
	Iteration 20F: 3 clusters Score -2531971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2531985.000000 Penalty: 4955.283691
	Iteration 21Q: 3 clusters Score -2531985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2531995.000000 Penalty: 4955.283691
	Iteration 22Q: 3 clusters Score -2531995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2532007.750000 Penalty: 4955.283691
	Iteration 23Q: 3 clusters Score -2532008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2532024.000000 Penalty: 4955.283691
	Iteration 24Q: 3 clusters Score -2532024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2532039.000000 Penalty: 4955.283691
	Iteration 25Q: 3 clusters Score -2532039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2532044.000000 Penalty: 4955.283691
	Iteration 26Q: 3 clusters Score -2532044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2532049.750000 Penalty: 4955.283691
	Iteration 27Q: 3 clusters Score -2532050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2532049.500000 Penalty: 4955.283691
	Iteration 28Q: 3 clusters Score -2532050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2532051.250000 Penalty: 4955.283691
	Iteration 29Q: 3 clusters Score -2532051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2532054.750000 Penalty: 4955.283691
	Iteration 30Q: 3 clusters Score -2532055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2532061.000000 Penalty: 4955.283691
	Iteration 31Q: 3 clusters Score -2532061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2532073.000000 Penalty: 4955.283691
	Iteration 32Q: 3 clusters Score -2532073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2532089.500000 Penalty: 4955.283691
	Iteration 33Q: 3 clusters Score -2532090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2532093.750000 Penalty: 4955.283691
	Iteration 34Q: 3 clusters Score -2532094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2532100.000000 Penalty: 4955.283691
	Iteration 35Q: 3 clusters Score -2532100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2532098.250000 Penalty: 4955.283691
	Iteration 36Q: 3 clusters Score -2532098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2532108.000000 Penalty: 4955.283691
	Iteration 37Q: 3 clusters Score -2532108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2532111.750000 Penalty: 4955.283691
	Iteration 38Q: 3 clusters Score -2532112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2532115.750000 Penalty: 4955.283691
	Iteration 39Q: 3 clusters Score -2532116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2532122.750000 Penalty: 4955.283691
	Iteration 40F: 3 clusters Score -2532123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2532122.750000 Penalty: 4955.283691
	Iteration 41Q: 3 clusters Score -2532123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2532124.250000 Penalty: 4955.283691
	Iteration 42Q: 3 clusters Score -2532124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2532128.500000 Penalty: 4955.283691
	Iteration 43Q: 3 clusters Score -2532128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2532128.500000 Penalty: 4955.283691
	Iteration 44Q: 3 clusters Score -2532128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2532129.750000 Penalty: 4955.283691
	Iteration 45Q: 3 clusters Score -2532130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2532129.750000 Penalty: 4955.283691
	Iteration 46Q: 3 clusters Score -2532130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2532130.250000 Penalty: 4955.283691
	Iteration 47Q: 3 clusters Score -2532130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2532129.250000 Penalty: 4955.283691
	Iteration 48Q: 3 clusters Score -2532129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2532132.000000 Penalty: 4955.283691
	Iteration 49Q: 3 clusters Score -2532132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2532135.250000 Penalty: 4955.283691
	Iteration 50Q: 3 clusters Score -2532135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2532134.000000 Penalty: 4955.283691
	Iteration 51Q: 3 clusters Score -2532134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2532133.000000 Penalty: 4955.283691
	Iteration 52Q: 3 clusters Score -2532133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2532133.000000 Penalty: 4955.283691
	Iteration 53Q: 3 clusters Score -2532133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2532133.250000 Penalty: 4955.283691
	Iteration 54Q: 3 clusters Score -2532133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2532131.250000 Penalty: 4955.283691
	Iteration 55Q: 3 clusters Score -2532131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2532134.250000 Penalty: 4955.283691
	Iteration 56Q: 3 clusters Score -2532134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2532135.500000 Penalty: 4955.283691
	Iteration 57Q: 3 clusters Score -2532136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2532135.500000 Penalty: 4955.283691
	Iteration 58Q: 3 clusters Score -2532136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2532139.250000 Penalty: 4955.283691
	Iteration 59Q: 3 clusters Score -2532139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2532136.250000 Penalty: 4955.283691
	Iteration 60F: 3 clusters Score -2532136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2532135.750000 Penalty: 4955.283691
	Iteration 61Q: 3 clusters Score -2532136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2532136.750000 Penalty: 4955.283691
	Iteration 62Q: 3 clusters Score -2532137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2532136.000000 Penalty: 4955.283691
	Iteration 63Q: 3 clusters Score -2532136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2532133.750000 Penalty: 4955.283691
	Iteration 64Q: 3 clusters Score -2532134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2532134.000000 Penalty: 4955.283691
	Iteration 65Q: 3 clusters Score -2532134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2532132.250000 Penalty: 4955.283691
	Iteration 66Q: 3 clusters Score -2532132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2532132.500000 Penalty: 4955.283691
	Iteration 67Q: 3 clusters Score -2532132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2532132.500000 Penalty: 4955.283691
	Iteration 68F: 3 clusters Score -2532132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Entering Unmasked Estep 
Score: -22997540.000000 Penalty: 3021.676514
	Iteration 0F: 2 clusters Score -2.299754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97651 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -22870768.000000 Penalty: 6043.353027
	Iteration 0F: 3 clusters Score -2.287077e+07 nChanged 94178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -22925836.000000 Penalty: 6043.353027
	Iteration 1F: 3 clusters Score -2.292584e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -22926826.000000 Penalty: 6043.353027
	Iteration 2Q: 3 clusters Score -2.292683e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -22928302.000000 Penalty: 6043.353027
	Iteration 3Q: 3 clusters Score -2.29283e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -22930738.000000 Penalty: 6043.353027
	Iteration 4Q: 3 clusters Score -2.293074e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 119771 members 
Entering Unmasked Estep 
Score: -22934832.000000 Penalty: 6043.353027
	Iteration 5Q: 3 clusters Score -2.293483e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -22941858.000000 Penalty: 6043.353027
	Iteration 6F: 3 clusters Score -2.294186e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 144447 members 
Entering Unmasked Estep 
Score: -22952654.000000 Penalty: 6043.353027
	Iteration 7F: 3 clusters Score -2.295265e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -22966330.000000 Penalty: 6043.353027
	Iteration 8F: 3 clusters Score -2.296633e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -22978434.000000 Penalty: 6043.353027
	Iteration 9F: 3 clusters Score -2.297843e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 183803 members 
Entering Unmasked Estep 
Score: -22986464.000000 Penalty: 6043.353027
	Iteration 10Q: 3 clusters Score -2.298646e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -22990834.000000 Penalty: 6043.353027
	Iteration 11Q: 3 clusters Score -2.299083e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 191859 members 
Entering Unmasked Estep 
Score: -22992822.000000 Penalty: 6043.353027
	Iteration 12Q: 3 clusters Score -2.299282e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 193195 members 
Entering Unmasked Estep 
Score: -22993810.000000 Penalty: 6043.353027
	Iteration 13Q: 3 clusters Score -2.299381e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 193864 members 
Entering Unmasked Estep 
Score: -22994218.000000 Penalty: 6043.353027
	Iteration 14Q: 3 clusters Score -2.299422e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 194246 members 
Entering Unmasked Estep 
Score: -22994444.000000 Penalty: 6043.353027
	Iteration 15Q: 3 clusters Score -2.299444e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 194469 members 
Entering Unmasked Estep 
Score: -22994610.000000 Penalty: 6043.353027
	Iteration 16Q: 3 clusters Score -2.299461e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 194616 members 
Entering Unmasked Estep 
Score: -22994676.000000 Penalty: 6043.353027
	Iteration 17Q: 3 clusters Score -2.299468e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 194694 members 
Entering Unmasked Estep 
Score: -22994780.000000 Penalty: 6043.353027
	Iteration 18Q: 3 clusters Score -2.299478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -22994824.000000 Penalty: 6043.353027
	Iteration 19Q: 3 clusters Score -2.299482e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 194789 members 
Entering Unmasked Estep 
Score: -22994870.000000 Penalty: 6043.353027
	Iteration 20F: 3 clusters Score -2.299487e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 194831 members 
Entering Unmasked Estep 
Score: -22994910.000000 Penalty: 6043.353027
	Iteration 21Q: 3 clusters Score -2.299491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 194863 members 
Entering Unmasked Estep 
Score: -22994918.000000 Penalty: 6043.353027
	Iteration 22Q: 3 clusters Score -2.299492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 194891 members 
Entering Unmasked Estep 
Score: -22994942.000000 Penalty: 6043.353027
	Iteration 23Q: 3 clusters Score -2.299494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 194906 members 
Entering Unmasked Estep 
Score: -22994952.000000 Penalty: 6043.353027
	Iteration 24Q: 3 clusters Score -2.299495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -22994948.000000 Penalty: 6043.353027
	Iteration 25Q: 3 clusters Score -2.299495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 194931 members 
Entering Unmasked Estep 
Score: -22994962.000000 Penalty: 6043.353027
	Iteration 26Q: 3 clusters Score -2.299496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 194938 members 
Entering Unmasked Estep 
Score: -22994984.000000 Penalty: 6043.353027
	Iteration 27Q: 3 clusters Score -2.299498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 194952 members 
Entering Unmasked Estep 
Score: -22994976.000000 Penalty: 6043.353027
	Iteration 28Q: 3 clusters Score -2.299498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -22994988.000000 Penalty: 6043.353027
	Iteration 29Q: 3 clusters Score -2.299499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 194968 members 
Entering Unmasked Estep 
Score: -22995004.000000 Penalty: 6043.353027
	Iteration 30Q: 3 clusters Score -2.2995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -22995006.000000 Penalty: 6043.353027
	Iteration 31Q: 3 clusters Score -2.299501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -22995018.000000 Penalty: 6043.353027
	Iteration 32Q: 3 clusters Score -2.299502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 194975 members 
Entering Unmasked Estep 
Score: -22995024.000000 Penalty: 6043.353027
	Iteration 33Q: 3 clusters Score -2.299502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -22995008.000000 Penalty: 6043.353027
	Iteration 34Q: 3 clusters Score -2.299501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 194979 members 
Entering Unmasked Estep 
Score: -22995006.000000 Penalty: 6043.353027
	Iteration 35Q: 3 clusters Score -2.299501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -22995024.000000 Penalty: 6043.353027
	Iteration 36Q: 3 clusters Score -2.299502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 194983 members 
Entering Unmasked Estep 
Score: -22995030.000000 Penalty: 6043.353027
	Iteration 37Q: 3 clusters Score -2.299503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 194983 members 
Entering Unmasked Estep 
Score: -22995030.000000 Penalty: 6043.353027
	Iteration 38F: 3 clusters Score -2.299503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Entering Unmasked Estep 
Score: -19002174.000000 Penalty: 2972.983398
	Iteration 0F: 2 clusters Score -1.900217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -18896000.000000 Penalty: 5945.966797
	Iteration 0F: 3 clusters Score -1.8896e+07 nChanged 76688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -18940856.000000 Penalty: 5945.966797
	Iteration 1F: 3 clusters Score -1.894086e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -18942440.000000 Penalty: 5945.966797
	Iteration 2Q: 3 clusters Score -1.894244e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -18944714.000000 Penalty: 5945.966797
	Iteration 3Q: 3 clusters Score -1.894471e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -18947858.000000 Penalty: 5945.966797
	Iteration 4Q: 3 clusters Score -1.894786e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -18952186.000000 Penalty: 5945.966797
	Iteration 5F: 3 clusters Score -1.895219e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -18958674.000000 Penalty: 5945.966797
	Iteration 6F: 3 clusters Score -1.895867e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -18966490.000000 Penalty: 5945.966797
	Iteration 7F: 3 clusters Score -1.896649e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -18974094.000000 Penalty: 5945.966797
	Iteration 8F: 3 clusters Score -1.897409e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -18979064.000000 Penalty: 5945.966797
	Iteration 9F: 3 clusters Score -1.897906e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -18981326.000000 Penalty: 5945.966797
	Iteration 10Q: 3 clusters Score -1.898133e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -18982122.000000 Penalty: 5945.966797
	Iteration 11Q: 3 clusters Score -1.898212e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -18982746.000000 Penalty: 5945.966797
	Iteration 12Q: 3 clusters Score -1.898275e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -18983044.000000 Penalty: 5945.966797
	Iteration 13Q: 3 clusters Score -1.898304e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -18983396.000000 Penalty: 5945.966797
	Iteration 14Q: 3 clusters Score -1.89834e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -18983734.000000 Penalty: 5945.966797
	Iteration 15Q: 3 clusters Score -1.898373e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -18984048.000000 Penalty: 5945.966797
	Iteration 16Q: 3 clusters Score -1.898405e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -18984310.000000 Penalty: 5945.966797
	Iteration 17Q: 3 clusters Score -1.898431e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -18984478.000000 Penalty: 5945.966797
	Iteration 18Q: 3 clusters Score -1.898448e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -18984672.000000 Penalty: 5945.966797
	Iteration 19Q: 3 clusters Score -1.898467e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73966 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -18984842.000000 Penalty: 5945.966797
	Iteration 20F: 3 clusters Score -1.898484e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -18984964.000000 Penalty: 5945.966797
	Iteration 21Q: 3 clusters Score -1.898496e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -18985118.000000 Penalty: 5945.966797
	Iteration 22Q: 3 clusters Score -1.898512e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -18985230.000000 Penalty: 5945.966797
	Iteration 23Q: 3 clusters Score -1.898523e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -18985352.000000 Penalty: 5945.966797
	Iteration 24Q: 3 clusters Score -1.898535e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -18985452.000000 Penalty: 5945.966797
	Iteration 25Q: 3 clusters Score -1.898545e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -18985604.000000 Penalty: 5945.966797
	Iteration 26Q: 3 clusters Score -1.89856e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -18985648.000000 Penalty: 5945.966797
	Iteration 27Q: 3 clusters Score -1.898565e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -18985736.000000 Penalty: 5945.966797
	Iteration 28Q: 3 clusters Score -1.898574e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -18985776.000000 Penalty: 5945.966797
	Iteration 29Q: 3 clusters Score -1.898578e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -18985782.000000 Penalty: 5945.966797
	Iteration 30Q: 3 clusters Score -1.898578e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -18985824.000000 Penalty: 5945.966797
	Iteration 31Q: 3 clusters Score -1.898582e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -18985904.000000 Penalty: 5945.966797
	Iteration 32Q: 3 clusters Score -1.89859e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -18985966.000000 Penalty: 5945.966797
	Iteration 33Q: 3 clusters Score -1.898597e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -18985988.000000 Penalty: 5945.966797
	Iteration 34Q: 3 clusters Score -1.898599e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -18986050.000000 Penalty: 5945.966797
	Iteration 35Q: 3 clusters Score -1.898605e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -18986174.000000 Penalty: 5945.966797
	Iteration 36Q: 3 clusters Score -1.898617e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -18986254.000000 Penalty: 5945.966797
	Iteration 37Q: 3 clusters Score -1.898625e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -18986284.000000 Penalty: 5945.966797
	Iteration 38Q: 3 clusters Score -1.898628e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -18986300.000000 Penalty: 5945.966797
	Iteration 39Q: 3 clusters Score -1.89863e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -18986324.000000 Penalty: 5945.966797
	Iteration 40F: 3 clusters Score -1.898632e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -18986324.000000 Penalty: 5945.966797
	Iteration 41Q: 3 clusters Score -1.898632e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -18986342.000000 Penalty: 5945.966797
	Iteration 42Q: 3 clusters Score -1.898634e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -18986466.000000 Penalty: 5945.966797
	Iteration 43Q: 3 clusters Score -1.898647e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -18986576.000000 Penalty: 5945.966797
	Iteration 44Q: 3 clusters Score -1.898658e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -18986670.000000 Penalty: 5945.966797
	Iteration 45Q: 3 clusters Score -1.898667e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -18986750.000000 Penalty: 5945.966797
	Iteration 46Q: 3 clusters Score -1.898675e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -18986832.000000 Penalty: 5945.966797
	Iteration 47Q: 3 clusters Score -1.898683e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -18986936.000000 Penalty: 5945.966797
	Iteration 48Q: 3 clusters Score -1.898694e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -18987104.000000 Penalty: 5945.966797
	Iteration 49Q: 3 clusters Score -1.89871e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -18987222.000000 Penalty: 5945.966797
	Iteration 50Q: 3 clusters Score -1.898722e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -18987308.000000 Penalty: 5945.966797
	Iteration 51Q: 3 clusters Score -1.898731e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 66275 members 
Entering Unmasked Estep 
Score: -18987430.000000 Penalty: 5945.966797
	Iteration 52Q: 3 clusters Score -1.898743e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -18987616.000000 Penalty: 5945.966797
	Iteration 53Q: 3 clusters Score -1.898762e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -18987738.000000 Penalty: 5945.966797
	Iteration 54Q: 3 clusters Score -1.898774e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -18987834.000000 Penalty: 5945.966797
	Iteration 55Q: 3 clusters Score -1.898783e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -18987896.000000 Penalty: 5945.966797
	Iteration 56Q: 3 clusters Score -1.89879e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -18988008.000000 Penalty: 5945.966797
	Iteration 57Q: 3 clusters Score -1.898801e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101573 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -18988166.000000 Penalty: 5945.966797
	Iteration 58Q: 3 clusters Score -1.898817e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -18988368.000000 Penalty: 5945.966797
	Iteration 59Q: 3 clusters Score -1.898837e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -18988460.000000 Penalty: 5945.966797
	Iteration 60F: 3 clusters Score -1.898846e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -18988602.000000 Penalty: 5945.966797
	Iteration 61Q: 3 clusters Score -1.89886e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -18988852.000000 Penalty: 5945.966797
	Iteration 62Q: 3 clusters Score -1.898885e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108468 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -18989142.000000 Penalty: 5945.966797
	Iteration 63Q: 3 clusters Score -1.898914e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -18989526.000000 Penalty: 5945.966797
	Iteration 64Q: 3 clusters Score -1.898953e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -18989906.000000 Penalty: 5945.966797
	Iteration 65Q: 3 clusters Score -1.898991e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -18990268.000000 Penalty: 5945.966797
	Iteration 66Q: 3 clusters Score -1.899027e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -18990624.000000 Penalty: 5945.966797
	Iteration 67Q: 3 clusters Score -1.899062e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -18990790.000000 Penalty: 5945.966797
	Iteration 68Q: 3 clusters Score -1.899079e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -18991176.000000 Penalty: 5945.966797
	Iteration 69Q: 3 clusters Score -1.899118e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -18991604.000000 Penalty: 5945.966797
	Iteration 70Q: 3 clusters Score -1.89916e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -18991960.000000 Penalty: 5945.966797
	Iteration 71Q: 3 clusters Score -1.899196e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -18992404.000000 Penalty: 5945.966797
	Iteration 72Q: 3 clusters Score -1.89924e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -18992738.000000 Penalty: 5945.966797
	Iteration 73Q: 3 clusters Score -1.899274e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -18993192.000000 Penalty: 5945.966797
	Iteration 74Q: 3 clusters Score -1.899319e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -18993596.000000 Penalty: 5945.966797
	Iteration 75Q: 3 clusters Score -1.89936e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131607 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -18994114.000000 Penalty: 5945.966797
	Iteration 76Q: 3 clusters Score -1.899411e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -18994500.000000 Penalty: 5945.966797
	Iteration 77Q: 3 clusters Score -1.89945e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134999 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -18994966.000000 Penalty: 5945.966797
	Iteration 78Q: 3 clusters Score -1.899497e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136682 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -18995406.000000 Penalty: 5945.966797
	Iteration 79Q: 3 clusters Score -1.899541e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -18995844.000000 Penalty: 5945.966797
	Iteration 80F: 3 clusters Score -1.899584e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139917 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -18996316.000000 Penalty: 5945.966797
	Iteration 81Q: 3 clusters Score -1.899632e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -18996740.000000 Penalty: 5945.966797
	Iteration 82Q: 3 clusters Score -1.899674e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -18997146.000000 Penalty: 5945.966797
	Iteration 83Q: 3 clusters Score -1.899715e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -18997316.000000 Penalty: 5945.966797
	Iteration 84Q: 3 clusters Score -1.899732e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.899765e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.899799e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.899824e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148894 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.89985e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149937 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.899881e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -18999062.000000 Penalty: 5945.966797
	Iteration 90Q: 3 clusters Score -1.899906e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.89993e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.899949e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -18999706.000000 Penalty: 5945.966797
	Iteration 93Q: 3 clusters Score -1.899971e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.899982e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.899998e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -19000102.000000 Penalty: 5945.966797
	Iteration 96Q: 3 clusters Score -1.90001e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -19000214.000000 Penalty: 5945.966797
	Iteration 97Q: 3 clusters Score -1.900021e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155897 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -19000254.000000 Penalty: 5945.966797
	Iteration 98Q: 3 clusters Score -1.900025e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -19000290.000000 Penalty: 5945.966797
	Iteration 99Q: 3 clusters Score -1.900029e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -19000376.000000 Penalty: 5945.966797
	Iteration 100F: 3 clusters Score -1.900038e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156694 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -19000358.000000 Penalty: 5945.966797
	Iteration 101Q: 3 clusters Score -1.900036e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156884 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -19000354.000000 Penalty: 5945.966797
	Iteration 102Q: 3 clusters Score -1.900035e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -19000432.000000 Penalty: 5945.966797
	Iteration 103Q: 3 clusters Score -1.900043e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19000442.000000 Penalty: 5945.966797
	Iteration 104Q: 3 clusters Score -1.900044e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -19000448.000000 Penalty: 5945.966797
	Iteration 105Q: 3 clusters Score -1.900045e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -19000518.000000 Penalty: 5945.966797
	Iteration 106Q: 3 clusters Score -1.900052e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -19000518.000000 Penalty: 5945.966797
	Iteration 107Q: 3 clusters Score -1.900052e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19000524.000000 Penalty: 5945.966797
	Iteration 108Q: 3 clusters Score -1.900052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19000530.000000 Penalty: 5945.966797
	Iteration 109Q: 3 clusters Score -1.900053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19000542.000000 Penalty: 5945.966797
	Iteration 110Q: 3 clusters Score -1.900054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -19000576.000000 Penalty: 5945.966797
	Iteration 111Q: 3 clusters Score -1.900058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -19000596.000000 Penalty: 5945.966797
	Iteration 112Q: 3 clusters Score -1.90006e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -19000596.000000 Penalty: 5945.966797
	Iteration 113Q: 3 clusters Score -1.90006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -19000604.000000 Penalty: 5945.966797
	Iteration 114Q: 3 clusters Score -1.90006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -19000606.000000 Penalty: 5945.966797
	Iteration 115Q: 3 clusters Score -1.900061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -19000584.000000 Penalty: 5945.966797
	Iteration 116Q: 3 clusters Score -1.900058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -19000576.000000 Penalty: 5945.966797
	Iteration 117Q: 3 clusters Score -1.900058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19000582.000000 Penalty: 5945.966797
	Iteration 118Q: 3 clusters Score -1.900058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19000586.000000 Penalty: 5945.966797
	Iteration 119Q: 3 clusters Score -1.900059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19000586.000000 Penalty: 5945.966797
	Iteration 120F: 3 clusters Score -1.900059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158177 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -19000562.000000 Penalty: 5945.966797
	Iteration 121Q: 3 clusters Score -1.900056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -19000550.000000 Penalty: 5945.966797
	Iteration 122Q: 3 clusters Score -1.900055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19000532.000000 Penalty: 5945.966797
	Iteration 123Q: 3 clusters Score -1.900053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -19000534.000000 Penalty: 5945.966797
	Iteration 124Q: 3 clusters Score -1.900053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158269 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -19000538.000000 Penalty: 5945.966797
	Iteration 125Q: 3 clusters Score -1.900054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158292 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -19000526.000000 Penalty: 5945.966797
	Iteration 126Q: 3 clusters Score -1.900053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -19000520.000000 Penalty: 5945.966797
	Iteration 127Q: 3 clusters Score -1.900052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -19000514.000000 Penalty: 5945.966797
	Iteration 128Q: 3 clusters Score -1.900051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19000508.000000 Penalty: 5945.966797
	Iteration 129Q: 3 clusters Score -1.900051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19000516.000000 Penalty: 5945.966797
	Iteration 130Q: 3 clusters Score -1.900052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158360 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19000516.000000 Penalty: 5945.966797
	Iteration 131Q: 3 clusters Score -1.900052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -19000498.000000 Penalty: 5945.966797
	Iteration 132Q: 3 clusters Score -1.90005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19000496.000000 Penalty: 5945.966797
	Iteration 133Q: 3 clusters Score -1.90005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19000476.000000 Penalty: 5945.966797
	Iteration 134Q: 3 clusters Score -1.900048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19000492.000000 Penalty: 5945.966797
	Iteration 135Q: 3 clusters Score -1.900049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19000476.000000 Penalty: 5945.966797
	Iteration 136Q: 3 clusters Score -1.900048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -19000494.000000 Penalty: 5945.966797
	Iteration 137Q: 3 clusters Score -1.900049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -19000492.000000 Penalty: 5945.966797
	Iteration 138Q: 3 clusters Score -1.900049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19000510.000000 Penalty: 5945.966797
	Iteration 139Q: 3 clusters Score -1.900051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19000518.000000 Penalty: 5945.966797
	Iteration 140F: 3 clusters Score -1.900052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158477 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -19000506.000000 Penalty: 5945.966797
	Iteration 141Q: 3 clusters Score -1.900051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -19000506.000000 Penalty: 5945.966797
	Iteration 142Q: 3 clusters Score -1.900051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158510 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -19000506.000000 Penalty: 5945.966797
	Iteration 143Q: 3 clusters Score -1.900051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158520 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -19000512.000000 Penalty: 5945.966797
	Iteration 144Q: 3 clusters Score -1.900051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158530 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19000514.000000 Penalty: 5945.966797
	Iteration 145Q: 3 clusters Score -1.900051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19000510.000000 Penalty: 5945.966797
	Iteration 146Q: 3 clusters Score -1.900051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19000504.000000 Penalty: 5945.966797
	Iteration 147Q: 3 clusters Score -1.90005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19000514.000000 Penalty: 5945.966797
	Iteration 148Q: 3 clusters Score -1.900051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158557 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19000506.000000 Penalty: 5945.966797
	Iteration 149Q: 3 clusters Score -1.900051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158562 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19000494.000000 Penalty: 5945.966797
	Iteration 150Q: 3 clusters Score -1.900049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158569 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -19000498.000000 Penalty: 5945.966797
	Iteration 151Q: 3 clusters Score -1.90005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158576 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19000508.000000 Penalty: 5945.966797
	Iteration 152Q: 3 clusters Score -1.900051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158582 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -19000516.000000 Penalty: 5945.966797
	Iteration 153Q: 3 clusters Score -1.900052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19000512.000000 Penalty: 5945.966797
	Iteration 154Q: 3 clusters Score -1.900051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -19000516.000000 Penalty: 5945.966797
	Iteration 155Q: 3 clusters Score -1.900052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19000514.000000 Penalty: 5945.966797
	Iteration 156Q: 3 clusters Score -1.900051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -19000508.000000 Penalty: 5945.966797
	Iteration 157Q: 3 clusters Score -1.900051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19000510.000000 Penalty: 5945.966797
	Iteration 158Q: 3 clusters Score -1.900051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158602 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19000516.000000 Penalty: 5945.966797
	Iteration 159Q: 3 clusters Score -1.900052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19000522.000000 Penalty: 5945.966797
	Iteration 160F: 3 clusters Score -1.900052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -19000512.000000 Penalty: 5945.966797
	Iteration 161Q: 3 clusters Score -1.900051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19000508.000000 Penalty: 5945.966797
	Iteration 162Q: 3 clusters Score -1.900051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -19000514.000000 Penalty: 5945.966797
	Iteration 163Q: 3 clusters Score -1.900051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19000518.000000 Penalty: 5945.966797
	Iteration 164Q: 3 clusters Score -1.900052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158616 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -19000536.000000 Penalty: 5945.966797
	Iteration 165Q: 3 clusters Score -1.900054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158618 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19000536.000000 Penalty: 5945.966797
	Iteration 166Q: 3 clusters Score -1.900054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158623 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19000526.000000 Penalty: 5945.966797
	Iteration 167Q: 3 clusters Score -1.900053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19000534.000000 Penalty: 5945.966797
	Iteration 168Q: 3 clusters Score -1.900053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19000538.000000 Penalty: 5945.966797
	Iteration 169Q: 3 clusters Score -1.900054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -19000538.000000 Penalty: 5945.966797
	Iteration 170F: 3 clusters Score -1.900054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (187172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Entering Unmasked Estep 
Score: -22221294.000000 Penalty: 3010.666260
	Iteration 0F: 2 clusters Score -2.222129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 93220 members 
Entering Unmasked Estep 
Score: -22108266.000000 Penalty: 6021.332520
	Iteration 0F: 3 clusters Score -2.210827e+07 nChanged 89913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -22162712.000000 Penalty: 6021.332520
	Iteration 1F: 3 clusters Score -2.216271e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -22166110.000000 Penalty: 6021.332520
	Iteration 2Q: 3 clusters Score -2.216611e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -22172150.000000 Penalty: 6021.332520
	Iteration 3F: 3 clusters Score -2.217215e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -22181796.000000 Penalty: 6021.332520
	Iteration 4F: 3 clusters Score -2.21818e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142257 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -22195202.000000 Penalty: 6021.332520
	Iteration 5F: 3 clusters Score -2.21952e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -22208640.000000 Penalty: 6021.332520
	Iteration 6F: 3 clusters Score -2.220864e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -22217520.000000 Penalty: 6021.332520
	Iteration 7F: 3 clusters Score -2.221752e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -22221256.000000 Penalty: 6021.332520
	Iteration 8Q: 3 clusters Score -2.222126e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -22222490.000000 Penalty: 6021.332520
	Iteration 9Q: 3 clusters Score -2.222249e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172281 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -22222782.000000 Penalty: 6021.332520
	Iteration 10Q: 3 clusters Score -2.222278e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174107 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -22222920.000000 Penalty: 6021.332520
	Iteration 11Q: 3 clusters Score -2.222292e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -22222670.000000 Penalty: 6021.332520
	Iteration 12Q: 3 clusters Score -2.222267e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -22222398.000000 Penalty: 6021.332520
	Iteration 13Q: 3 clusters Score -2.22224e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -22222174.000000 Penalty: 6021.332520
	Iteration 14Q: 3 clusters Score -2.222217e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -22222026.000000 Penalty: 6021.332520
	Iteration 15Q: 3 clusters Score -2.222203e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -22221864.000000 Penalty: 6021.332520
	Iteration 16Q: 3 clusters Score -2.222186e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180795 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -22221808.000000 Penalty: 6021.332520
	Iteration 17Q: 3 clusters Score -2.222181e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181386 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -22221714.000000 Penalty: 6021.332520
	Iteration 18Q: 3 clusters Score -2.222171e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181890 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -22221656.000000 Penalty: 6021.332520
	Iteration 19Q: 3 clusters Score -2.222166e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -22221604.000000 Penalty: 6021.332520
	Iteration 20F: 3 clusters Score -2.22216e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182656 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -22221586.000000 Penalty: 6021.332520
	Iteration 21Q: 3 clusters Score -2.222159e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -22221472.000000 Penalty: 6021.332520
	Iteration 22Q: 3 clusters Score -2.222147e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -22221362.000000 Penalty: 6021.332520
	Iteration 23Q: 3 clusters Score -2.222136e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183368 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22221356.000000 Penalty: 6021.332520
	Iteration 24Q: 3 clusters Score -2.222136e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -22221348.000000 Penalty: 6021.332520
	Iteration 25Q: 3 clusters Score -2.222135e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183713 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22221336.000000 Penalty: 6021.332520
	Iteration 26Q: 3 clusters Score -2.222134e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183852 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -22221278.000000 Penalty: 6021.332520
	Iteration 27Q: 3 clusters Score -2.222128e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -22221260.000000 Penalty: 6021.332520
	Iteration 28Q: 3 clusters Score -2.222126e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -22221180.000000 Penalty: 6021.332520
	Iteration 29Q: 3 clusters Score -2.222118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -22221208.000000 Penalty: 6021.332520
	Iteration 30Q: 3 clusters Score -2.222121e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -22221186.000000 Penalty: 6021.332520
	Iteration 31Q: 3 clusters Score -2.222119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22221206.000000 Penalty: 6021.332520
	Iteration 32Q: 3 clusters Score -2.222121e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184347 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22221212.000000 Penalty: 6021.332520
	Iteration 33Q: 3 clusters Score -2.222121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184385 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22221192.000000 Penalty: 6021.332520
	Iteration 34Q: 3 clusters Score -2.222119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184409 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22221160.000000 Penalty: 6021.332520
	Iteration 35Q: 3 clusters Score -2.222116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184435 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22221188.000000 Penalty: 6021.332520
	Iteration 36Q: 3 clusters Score -2.222119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22221166.000000 Penalty: 6021.332520
	Iteration 37Q: 3 clusters Score -2.222117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184471 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22221118.000000 Penalty: 6021.332520
	Iteration 38Q: 3 clusters Score -2.222112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22221134.000000 Penalty: 6021.332520
	Iteration 39Q: 3 clusters Score -2.222113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22221122.000000 Penalty: 6021.332520
	Iteration 40F: 3 clusters Score -2.222112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22221134.000000 Penalty: 6021.332520
	Iteration 41Q: 3 clusters Score -2.222113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22221146.000000 Penalty: 6021.332520
	Iteration 42Q: 3 clusters Score -2.222115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22221138.000000 Penalty: 6021.332520
	Iteration 43Q: 3 clusters Score -2.222114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184515 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22221146.000000 Penalty: 6021.332520
	Iteration 44Q: 3 clusters Score -2.222115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22221136.000000 Penalty: 6021.332520
	Iteration 45Q: 3 clusters Score -2.222114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -22221146.000000 Penalty: 6021.332520
	Iteration 46Q: 3 clusters Score -2.222115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184541 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22221138.000000 Penalty: 6021.332520
	Iteration 47Q: 3 clusters Score -2.222114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184547 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22221130.000000 Penalty: 6021.332520
	Iteration 48Q: 3 clusters Score -2.222113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22221124.000000 Penalty: 6021.332520
	Iteration 49Q: 3 clusters Score -2.222112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184555 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22221128.000000 Penalty: 6021.332520
	Iteration 50Q: 3 clusters Score -2.222113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22221132.000000 Penalty: 6021.332520
	Iteration 51Q: 3 clusters Score -2.222113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184557 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22221128.000000 Penalty: 6021.332520
	Iteration 52Q: 3 clusters Score -2.222113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184558 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22221132.000000 Penalty: 6021.332520
	Iteration 53Q: 3 clusters Score -2.222113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -22221120.000000 Penalty: 6021.332520
	Iteration 54Q: 3 clusters Score -2.222112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22221114.000000 Penalty: 6021.332520
	Iteration 55Q: 3 clusters Score -2.222111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22221126.000000 Penalty: 6021.332520
	Iteration 56Q: 3 clusters Score -2.222113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22221126.000000 Penalty: 6021.332520
	Iteration 57F: 3 clusters Score -2.222113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -316596.406250 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -316596.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -313532.718750 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -313532.7 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -314132.187500 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -314132.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314270.375000 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -314270.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -314332.375000 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -314332.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -314376.468750 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -314376.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -314407.687500 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -314407.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -314429.625000 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -314429.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -314443.437500 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -314443.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -314456.875000 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -314456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -314466.500000 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -314466.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -314473.875000 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -314473.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -314480.687500 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -314480.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -314487.281250 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -314487.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -314495.218750 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -314495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -314501.187500 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -314501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -314507.718750 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -314507.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -314513.468750 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -314513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -314518.812500 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -314518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -314522.625000 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -314522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314528.375000 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -314528.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314533.562500 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -314533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314537.906250 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -314537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -314546.125000 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -314546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -314551.406250 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -314551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -314556.218750 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -314556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -314559.500000 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -314559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -314561.968750 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -314562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -314564.343750 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -314564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -314566.031250 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -314566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -314568.062500 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -314568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -314568.937500 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -314568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -314570.875000 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -314570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314572.562500 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -314572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -314573.312500 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -314573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -314575.062500 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -314575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -314575.937500 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -314575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -314576.718750 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -314576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -314578.625000 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -314578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314579.000000 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -314579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314579.718750 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -314579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -314579.562500 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -314579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -694896.687500 Penalty: 2158.428467
	Iteration 0F: 2 clusters Score -694896.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -689758.437500 Penalty: 4316.856934
	Iteration 0F: 3 clusters Score -689758.4 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -691063.500000 Penalty: 4316.856934
	Iteration 1F: 3 clusters Score -691063.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -691365.750000 Penalty: 4316.856934
	Iteration 2F: 3 clusters Score -691365.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -691587.062500 Penalty: 4316.856934
	Iteration 3F: 3 clusters Score -691587.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -691738.000000 Penalty: 4316.856934
	Iteration 4Q: 3 clusters Score -691738 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -691856.125000 Penalty: 4316.856934
	Iteration 5Q: 3 clusters Score -691856.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -691939.687500 Penalty: 4316.856934
	Iteration 6Q: 3 clusters Score -691939.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -692000.187500 Penalty: 4316.856934
	Iteration 7Q: 3 clusters Score -692000.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -692045.500000 Penalty: 4316.856934
	Iteration 8Q: 3 clusters Score -692045.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -692079.250000 Penalty: 4316.856934
	Iteration 9Q: 3 clusters Score -692079.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -692106.312500 Penalty: 4316.856934
	Iteration 10Q: 3 clusters Score -692106.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -692130.000000 Penalty: 4316.856934
	Iteration 11Q: 3 clusters Score -692130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -692157.562500 Penalty: 4316.856934
	Iteration 12Q: 3 clusters Score -692157.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -692185.625000 Penalty: 4316.856934
	Iteration 13Q: 3 clusters Score -692185.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -692214.125000 Penalty: 4316.856934
	Iteration 14Q: 3 clusters Score -692214.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -692239.250000 Penalty: 4316.856934
	Iteration 15Q: 3 clusters Score -692239.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -692269.812500 Penalty: 4316.856934
	Iteration 16Q: 3 clusters Score -692269.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -692306.750000 Penalty: 4316.856934
	Iteration 17Q: 3 clusters Score -692306.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -692346.625000 Penalty: 4316.856934
	Iteration 18Q: 3 clusters Score -692346.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -692385.875000 Penalty: 4316.856934
	Iteration 19Q: 3 clusters Score -692385.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -692412.500000 Penalty: 4316.856934
	Iteration 20F: 3 clusters Score -692412.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -692434.750000 Penalty: 4316.856934
	Iteration 21Q: 3 clusters Score -692434.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -692460.875000 Penalty: 4316.856934
	Iteration 22Q: 3 clusters Score -692460.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -692481.562500 Penalty: 4316.856934
	Iteration 23Q: 3 clusters Score -692481.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -692504.875000 Penalty: 4316.856934
	Iteration 24Q: 3 clusters Score -692504.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -692530.187500 Penalty: 4316.856934
	Iteration 25Q: 3 clusters Score -692530.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -692557.187500 Penalty: 4316.856934
	Iteration 26Q: 3 clusters Score -692557.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -692578.562500 Penalty: 4316.856934
	Iteration 27Q: 3 clusters Score -692578.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -692600.812500 Penalty: 4316.856934
	Iteration 28Q: 3 clusters Score -692600.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -692631.250000 Penalty: 4316.856934
	Iteration 29Q: 3 clusters Score -692631.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -692671.562500 Penalty: 4316.856934
	Iteration 30Q: 3 clusters Score -692671.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -692706.375000 Penalty: 4316.856934
	Iteration 31Q: 3 clusters Score -692706.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -692734.750000 Penalty: 4316.856934
	Iteration 32Q: 3 clusters Score -692734.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -692757.562500 Penalty: 4316.856934
	Iteration 33Q: 3 clusters Score -692757.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -692780.812500 Penalty: 4316.856934
	Iteration 34Q: 3 clusters Score -692780.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -692809.250000 Penalty: 4316.856934
	Iteration 35Q: 3 clusters Score -692809.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -692833.937500 Penalty: 4316.856934
	Iteration 36Q: 3 clusters Score -692833.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -692859.875000 Penalty: 4316.856934
	Iteration 37Q: 3 clusters Score -692859.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -692894.250000 Penalty: 4316.856934
	Iteration 38Q: 3 clusters Score -692894.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -692926.562500 Penalty: 4316.856934
	Iteration 39Q: 3 clusters Score -692926.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -692951.937500 Penalty: 4316.856934
	Iteration 40F: 3 clusters Score -692951.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -692984.937500 Penalty: 4316.856934
	Iteration 41Q: 3 clusters Score -692984.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -693017.875000 Penalty: 4316.856934
	Iteration 42Q: 3 clusters Score -693017.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -693039.562500 Penalty: 4316.856934
	Iteration 43Q: 3 clusters Score -693039.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -693062.125000 Penalty: 4316.856934
	Iteration 44Q: 3 clusters Score -693062.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -693076.937500 Penalty: 4316.856934
	Iteration 45Q: 3 clusters Score -693076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -693091.375000 Penalty: 4316.856934
	Iteration 46Q: 3 clusters Score -693091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -693107.937500 Penalty: 4316.856934
	Iteration 47Q: 3 clusters Score -693107.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -693118.625000 Penalty: 4316.856934
	Iteration 48Q: 3 clusters Score -693118.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -693130.375000 Penalty: 4316.856934
	Iteration 49Q: 3 clusters Score -693130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -693139.875000 Penalty: 4316.856934
	Iteration 50Q: 3 clusters Score -693139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -693148.562500 Penalty: 4316.856934
	Iteration 51Q: 3 clusters Score -693148.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -693157.687500 Penalty: 4316.856934
	Iteration 52Q: 3 clusters Score -693157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -693165.062500 Penalty: 4316.856934
	Iteration 53Q: 3 clusters Score -693165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -693169.937500 Penalty: 4316.856934
	Iteration 54Q: 3 clusters Score -693169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -693173.500000 Penalty: 4316.856934
	Iteration 55Q: 3 clusters Score -693173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -693177.500000 Penalty: 4316.856934
	Iteration 56Q: 3 clusters Score -693177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -693179.750000 Penalty: 4316.856934
	Iteration 57Q: 3 clusters Score -693179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -693180.187500 Penalty: 4316.856934
	Iteration 58Q: 3 clusters Score -693180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -693179.687500 Penalty: 4316.856934
	Iteration 59Q: 3 clusters Score -693179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -693179.687500 Penalty: 4316.856934
	Iteration 60F: 3 clusters Score -693179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Entering Unmasked Estep 
Score: -2450058.000000 Penalty: 2463.395508
	Iteration 0F: 2 clusters Score -2450058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2435656.750000 Penalty: 4926.791016
	Iteration 0F: 3 clusters Score -2435657 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2440401.000000 Penalty: 4926.791016
	Iteration 1F: 3 clusters Score -2440401 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2441038.000000 Penalty: 4926.791016
	Iteration 2F: 3 clusters Score -2441038 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2441845.750000 Penalty: 4926.791016
	Iteration 3F: 3 clusters Score -2441846 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2442722.000000 Penalty: 4926.791016
	Iteration 4F: 3 clusters Score -2442722 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2443667.000000 Penalty: 4926.791016
	Iteration 5F: 3 clusters Score -2443667 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2444666.000000 Penalty: 4926.791016
	Iteration 6F: 3 clusters Score -2444666 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2445759.250000 Penalty: 4926.791016
	Iteration 7F: 3 clusters Score -2445759 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2446806.750000 Penalty: 4926.791016
	Iteration 8F: 3 clusters Score -2446807 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2447700.500000 Penalty: 4926.791016
	Iteration 9Q: 3 clusters Score -2447700 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2448189.750000 Penalty: 4926.791016
	Iteration 10Q: 3 clusters Score -2448190 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2448395.750000 Penalty: 4926.791016
	Iteration 11Q: 3 clusters Score -2448396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2448487.500000 Penalty: 4926.791016
	Iteration 12Q: 3 clusters Score -2448488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2448535.500000 Penalty: 4926.791016
	Iteration 13Q: 3 clusters Score -2448536 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2448568.250000 Penalty: 4926.791016
	Iteration 14Q: 3 clusters Score -2448568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2448580.750000 Penalty: 4926.791016
	Iteration 15Q: 3 clusters Score -2448581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2448583.500000 Penalty: 4926.791016
	Iteration 16Q: 3 clusters Score -2448584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2448589.500000 Penalty: 4926.791016
	Iteration 17Q: 3 clusters Score -2448590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2448599.500000 Penalty: 4926.791016
	Iteration 18Q: 3 clusters Score -2448600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2448597.000000 Penalty: 4926.791016
	Iteration 19Q: 3 clusters Score -2448597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2448597.000000 Penalty: 4926.791016
	Iteration 20F: 3 clusters Score -2448597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2448598.750000 Penalty: 4926.791016
	Iteration 21Q: 3 clusters Score -2448599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2448605.250000 Penalty: 4926.791016
	Iteration 22Q: 3 clusters Score -2448605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2448609.750000 Penalty: 4926.791016
	Iteration 23Q: 3 clusters Score -2448610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2448613.000000 Penalty: 4926.791016
	Iteration 24Q: 3 clusters Score -2448613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2448610.500000 Penalty: 4926.791016
	Iteration 25Q: 3 clusters Score -2448610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2448612.250000 Penalty: 4926.791016
	Iteration 26Q: 3 clusters Score -2448612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2448612.250000 Penalty: 4926.791016
	Iteration 27Q: 3 clusters Score -2448612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2448613.250000 Penalty: 4926.791016
	Iteration 28Q: 3 clusters Score -2448613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2448612.750000 Penalty: 4926.791016
	Iteration 29Q: 3 clusters Score -2448613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2448613.000000 Penalty: 4926.791016
	Iteration 30Q: 3 clusters Score -2448613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2448613.750000 Penalty: 4926.791016
	Iteration 31Q: 3 clusters Score -2448614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2448616.000000 Penalty: 4926.791016
	Iteration 32Q: 3 clusters Score -2448616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2448616.000000 Penalty: 4926.791016
	Iteration 33F: 3 clusters Score -2448616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -104341.000000 Penalty: 1722.133545
	Iteration 0F: 2 clusters Score -104341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102616.601562 Penalty: 3444.267090
	Iteration 0F: 3 clusters Score -102616.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103542.351562 Penalty: 3444.267090
	Iteration 1F: 3 clusters Score -103542.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104087.054688 Penalty: 3444.267090
	Iteration 2F: 3 clusters Score -104087.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104405.148438 Penalty: 3444.267090
	Iteration 3F: 3 clusters Score -104405.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104527.695312 Penalty: 3444.267090
	Iteration 4Q: 3 clusters Score -104527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -104583.742188 Penalty: 3444.267090
	Iteration 5Q: 3 clusters Score -104583.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104614.343750 Penalty: 3444.267090
	Iteration 6Q: 3 clusters Score -104614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104629.132812 Penalty: 3444.267090
	Iteration 7Q: 3 clusters Score -104629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104636.515625 Penalty: 3444.267090
	Iteration 8Q: 3 clusters Score -104636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104641.046875 Penalty: 3444.267090
	Iteration 9Q: 3 clusters Score -104641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104643.132812 Penalty: 3444.267090
	Iteration 10Q: 3 clusters Score -104643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104644.914062 Penalty: 3444.267090
	Iteration 11Q: 3 clusters Score -104644.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104644.914062 Penalty: 3444.267090
	Iteration 12F: 3 clusters Score -104644.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 81270 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 58258 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 154771 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 195669 members 
Mstep: Class 13 contains 160787 members 
Mstep: Class 14 contains 187172 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 20600 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 29329 members 
Entering Unmasked Estep 
Score: -118051360.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118052672.000000 to -118051360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (29329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Entering Unmasked Estep 
Score: -3532027.500000 Penalty: 2551.010254
	Iteration 0F: 2 clusters Score -3532028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3511902.250000 Penalty: 5102.020508
	Iteration 0F: 3 clusters Score -3511902 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3518857.750000 Penalty: 5102.020508
	Iteration 1F: 3 clusters Score -3518858 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3519288.250000 Penalty: 5102.020508
	Iteration 2Q: 3 clusters Score -3519288 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3519645.250000 Penalty: 5102.020508
	Iteration 3Q: 3 clusters Score -3519645 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3520057.250000 Penalty: 5102.020508
	Iteration 4Q: 3 clusters Score -3520057 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3520485.000000 Penalty: 5102.020508
	Iteration 5Q: 3 clusters Score -3520485 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3521086.750000 Penalty: 5102.020508
	Iteration 6Q: 3 clusters Score -3521087 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3521951.500000 Penalty: 5102.020508
	Iteration 7F: 3 clusters Score -3521952 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3523300.500000 Penalty: 5102.020508
	Iteration 8F: 3 clusters Score -3523300 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3525030.750000 Penalty: 5102.020508
	Iteration 9F: 3 clusters Score -3525031 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3526949.000000 Penalty: 5102.020508
	Iteration 10F: 3 clusters Score -3526949 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3528367.000000 Penalty: 5102.020508
	Iteration 11F: 3 clusters Score -3528367 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3529088.500000 Penalty: 5102.020508
	Iteration 12Q: 3 clusters Score -3529088 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3529406.000000 Penalty: 5102.020508
	Iteration 13Q: 3 clusters Score -3529406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3529541.500000 Penalty: 5102.020508
	Iteration 14Q: 3 clusters Score -3529542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3529638.000000 Penalty: 5102.020508
	Iteration 15Q: 3 clusters Score -3529638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3529684.000000 Penalty: 5102.020508
	Iteration 16Q: 3 clusters Score -3529684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3529702.000000 Penalty: 5102.020508
	Iteration 17Q: 3 clusters Score -3529702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3529714.250000 Penalty: 5102.020508
	Iteration 18Q: 3 clusters Score -3529714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3529722.500000 Penalty: 5102.020508
	Iteration 19Q: 3 clusters Score -3529722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3529726.500000 Penalty: 5102.020508
	Iteration 20F: 3 clusters Score -3529726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3529728.250000 Penalty: 5102.020508
	Iteration 21Q: 3 clusters Score -3529728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3529729.750000 Penalty: 5102.020508
	Iteration 22Q: 3 clusters Score -3529730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3529737.000000 Penalty: 5102.020508
	Iteration 23Q: 3 clusters Score -3529737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3529742.500000 Penalty: 5102.020508
	Iteration 24Q: 3 clusters Score -3529742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3529742.500000 Penalty: 5102.020508
	Iteration 25F: 3 clusters Score -3529742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 81270 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 58258 members 
Mstep: Class 6 contains 154771 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 195669 members 
Mstep: Class 13 contains 160787 members 
Mstep: Class 14 contains 187172 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 20600 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052824.000000 Penalty: 54895.289062
Iteration 79Q: 17 clusters Score -1.180528e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 81340 members 
Mstep: Class 3 contains 53813 members 
Mstep: Class 4 contains 58282 members 
Mstep: Class 6 contains 154619 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41267 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 195918 members 
Mstep: Class 13 contains 160694 members 
Mstep: Class 14 contains 187146 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053056.000000 Penalty: 54895.289062
Iteration 80F: 17 clusters Score -1.180531e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 81420 members 
Mstep: Class 3 contains 53677 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 6 contains 154472 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 196146 members 
Mstep: Class 13 contains 160600 members 
Mstep: Class 14 contains 187143 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 20606 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052864.000000 Penalty: 54895.289062
Iteration 81Q: 17 clusters Score -1.180529e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 81500 members 
Mstep: Class 3 contains 53539 members 
Mstep: Class 4 contains 58323 members 
Mstep: Class 6 contains 154313 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41228 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 196361 members 
Mstep: Class 13 contains 160509 members 
Mstep: Class 14 contains 187125 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6025 members 
Mstep: Class 18 contains 20609 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 29605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052912.000000 Penalty: 54895.289062
Iteration 82Q: 17 clusters Score -1.180529e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 81581 members 
Mstep: Class 3 contains 53410 members 
Mstep: Class 4 contains 58351 members 
Mstep: Class 6 contains 154151 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41217 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 196566 members 
Mstep: Class 13 contains 160423 members 
Mstep: Class 14 contains 187118 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 20617 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 29687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053304.000000 Penalty: 54895.289062
Iteration 83Q: 17 clusters Score -1.180533e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 81644 members 
Mstep: Class 3 contains 53288 members 
Mstep: Class 4 contains 58381 members 
Mstep: Class 6 contains 154042 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41206 members 
Mstep: Class 11 contains 21821 members 
Mstep: Class 12 contains 196762 members 
Mstep: Class 13 contains 160304 members 
Mstep: Class 14 contains 187110 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 20625 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 29763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053432.000000 Penalty: 54895.289062
Iteration 84Q: 17 clusters Score -1.180534e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 81691 members 
Mstep: Class 3 contains 53171 members 
Mstep: Class 4 contains 58398 members 
Mstep: Class 6 contains 153956 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41197 members 
Mstep: Class 11 contains 21821 members 
Mstep: Class 12 contains 196924 members 
Mstep: Class 13 contains 160194 members 
Mstep: Class 14 contains 187098 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 20624 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 29881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053600.000000 Penalty: 54895.289062
Iteration 85Q: 17 clusters Score -1.180536e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 81741 members 
Mstep: Class 3 contains 53061 members 
Mstep: Class 4 contains 58407 members 
Mstep: Class 6 contains 153872 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41193 members 
Mstep: Class 11 contains 21821 members 
Mstep: Class 12 contains 197065 members 
Mstep: Class 13 contains 160113 members 
Mstep: Class 14 contains 187067 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 20624 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 29999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053656.000000 Penalty: 54895.289062
Iteration 86Q: 17 clusters Score -1.180537e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 81783 members 
Mstep: Class 3 contains 52943 members 
Mstep: Class 4 contains 58425 members 
Mstep: Class 6 contains 153780 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41199 members 
Mstep: Class 11 contains 21822 members 
Mstep: Class 12 contains 197226 members 
Mstep: Class 13 contains 160031 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6021 members 
Mstep: Class 18 contains 20624 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 30091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053616.000000 Penalty: 54895.289062
Iteration 87Q: 17 clusters Score -1.180536e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 81833 members 
Mstep: Class 3 contains 52814 members 
Mstep: Class 4 contains 58446 members 
Mstep: Class 6 contains 153698 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41178 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 197384 members 
Mstep: Class 13 contains 159955 members 
Mstep: Class 14 contains 187017 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 20616 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 30204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053576.000000 Penalty: 54895.289062
Iteration 88Q: 17 clusters Score -1.180536e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 81882 members 
Mstep: Class 3 contains 52713 members 
Mstep: Class 4 contains 58462 members 
Mstep: Class 6 contains 153549 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41170 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 197546 members 
Mstep: Class 13 contains 159912 members 
Mstep: Class 14 contains 186992 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 20608 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 30312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053528.000000 Penalty: 54895.289062
Iteration 89Q: 17 clusters Score -1.180535e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 81928 members 
Mstep: Class 3 contains 52607 members 
Mstep: Class 4 contains 58474 members 
Mstep: Class 6 contains 153381 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41161 members 
Mstep: Class 11 contains 21818 members 
Mstep: Class 12 contains 197707 members 
Mstep: Class 13 contains 159878 members 
Mstep: Class 14 contains 186965 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 20596 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 30450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053368.000000 Penalty: 54895.289062
Iteration 90Q: 17 clusters Score -1.180534e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 81977 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 58485 members 
Mstep: Class 6 contains 153241 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41119 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 12 contains 197841 members 
Mstep: Class 13 contains 159809 members 
Mstep: Class 14 contains 186967 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 20601 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 30587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053600.000000 Penalty: 54895.289062
Iteration 91Q: 17 clusters Score -1.180536e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 82035 members 
Mstep: Class 3 contains 52424 members 
Mstep: Class 4 contains 58497 members 
Mstep: Class 6 contains 153067 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41099 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 198010 members 
Mstep: Class 13 contains 159742 members 
Mstep: Class 14 contains 186961 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 20613 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 30693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053824.000000 Penalty: 54895.289062
Iteration 92Q: 17 clusters Score -1.180538e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 82075 members 
Mstep: Class 3 contains 52327 members 
Mstep: Class 4 contains 58511 members 
Mstep: Class 6 contains 152863 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 9 contains 41076 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 198218 members 
Mstep: Class 13 contains 159701 members 
Mstep: Class 14 contains 186951 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 20605 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 30812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053840.000000 Penalty: 54895.289062
Iteration 93Q: 17 clusters Score -1.180538e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 82122 members 
Mstep: Class 3 contains 52233 members 
Mstep: Class 4 contains 58529 members 
Mstep: Class 6 contains 152670 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41053 members 
Mstep: Class 11 contains 21812 members 
Mstep: Class 12 contains 198389 members 
Mstep: Class 13 contains 159676 members 
Mstep: Class 14 contains 186936 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 30945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053768.000000 Penalty: 54895.289062
Iteration 94Q: 17 clusters Score -1.180538e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 82168 members 
Mstep: Class 3 contains 52162 members 
Mstep: Class 4 contains 58540 members 
Mstep: Class 6 contains 152492 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41037 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 198500 members 
Mstep: Class 13 contains 159674 members 
Mstep: Class 14 contains 186927 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 20572 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 31066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053792.000000 Penalty: 54895.289062
Iteration 95Q: 17 clusters Score -1.180538e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 82227 members 
Mstep: Class 3 contains 52055 members 
Mstep: Class 4 contains 58553 members 
Mstep: Class 6 contains 152340 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 41007 members 
Mstep: Class 11 contains 21809 members 
Mstep: Class 12 contains 198618 members 
Mstep: Class 13 contains 159698 members 
Mstep: Class 14 contains 186911 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 31163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054024.000000 Penalty: 54895.289062
Iteration 96Q: 17 clusters Score -1.18054e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 82291 members 
Mstep: Class 3 contains 51966 members 
Mstep: Class 4 contains 58572 members 
Mstep: Class 6 contains 152159 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 40980 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 198772 members 
Mstep: Class 13 contains 159698 members 
Mstep: Class 14 contains 186893 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6069 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 31240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 54895.289062
Iteration 97Q: 17 clusters Score -1.18054e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 82335 members 
Mstep: Class 3 contains 51887 members 
Mstep: Class 4 contains 58587 members 
Mstep: Class 6 contains 151945 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 40968 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 198925 members 
Mstep: Class 13 contains 159693 members 
Mstep: Class 14 contains 186911 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 31319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054304.000000 Penalty: 54895.289062
Iteration 98Q: 17 clusters Score -1.180543e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 82386 members 
Mstep: Class 3 contains 51794 members 
Mstep: Class 4 contains 58600 members 
Mstep: Class 6 contains 151733 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 40974 members 
Mstep: Class 11 contains 21805 members 
Mstep: Class 12 contains 199081 members 
Mstep: Class 13 contains 159699 members 
Mstep: Class 14 contains 186922 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 20552 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 31402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054256.000000 Penalty: 54895.289062
Iteration 99Q: 17 clusters Score -1.180543e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 82425 members 
Mstep: Class 3 contains 51698 members 
Mstep: Class 4 contains 58609 members 
Mstep: Class 6 contains 151552 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 40971 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 199234 members 
Mstep: Class 13 contains 159669 members 
Mstep: Class 14 contains 186951 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 20539 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 31498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054456.000000 Penalty: 54895.289062
Iteration 100F: 17 clusters Score -1.180545e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 82445 members 
Mstep: Class 3 contains 51594 members 
Mstep: Class 4 contains 58619 members 
Mstep: Class 6 contains 151411 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 9 contains 40957 members 
Mstep: Class 11 contains 21802 members 
Mstep: Class 12 contains 199375 members 
Mstep: Class 13 contains 159650 members 
Mstep: Class 14 contains 186996 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 31581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054328.000000 Penalty: 54895.289062
Iteration 101Q: 17 clusters Score -1.180543e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 82473 members 
Mstep: Class 3 contains 51514 members 
Mstep: Class 4 contains 58627 members 
Mstep: Class 6 contains 151297 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 199461 members 
Mstep: Class 13 contains 159673 members 
Mstep: Class 14 contains 187016 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 20499 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 31653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054536.000000 Penalty: 54895.289062
Iteration 102Q: 17 clusters Score -1.180545e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 82496 members 
Mstep: Class 3 contains 51453 members 
Mstep: Class 4 contains 58643 members 
Mstep: Class 6 contains 151166 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 11 contains 21797 members 
Mstep: Class 12 contains 199535 members 
Mstep: Class 13 contains 159671 members 
Mstep: Class 14 contains 187037 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 20485 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 31737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054592.000000 Penalty: 54895.289062
Iteration 103Q: 17 clusters Score -1.180546e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 82528 members 
Mstep: Class 3 contains 51375 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 151044 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40943 members 
Mstep: Class 11 contains 21797 members 
Mstep: Class 12 contains 199615 members 
Mstep: Class 13 contains 159672 members 
Mstep: Class 14 contains 187050 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 20466 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 31817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054512.000000 Penalty: 54895.289062
Iteration 104Q: 17 clusters Score -1.180545e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 82553 members 
Mstep: Class 3 contains 51288 members 
Mstep: Class 4 contains 58683 members 
Mstep: Class 6 contains 150925 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40945 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 199689 members 
Mstep: Class 13 contains 159698 members 
Mstep: Class 14 contains 187060 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 31883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054264.000000 Penalty: 54895.289062
Iteration 105Q: 17 clusters Score -1.180543e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 82582 members 
Mstep: Class 3 contains 51200 members 
Mstep: Class 4 contains 58694 members 
Mstep: Class 6 contains 150783 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40948 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 199786 members 
Mstep: Class 13 contains 159731 members 
Mstep: Class 14 contains 187060 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 20448 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 31951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 54895.289062
Iteration 106Q: 17 clusters Score -1.180543e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 82602 members 
Mstep: Class 3 contains 51124 members 
Mstep: Class 4 contains 58706 members 
Mstep: Class 6 contains 150639 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40951 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 199874 members 
Mstep: Class 13 contains 159770 members 
Mstep: Class 14 contains 187070 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 20437 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054264.000000 Penalty: 54895.289062
Iteration 107Q: 17 clusters Score -1.180543e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 82629 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 58717 members 
Mstep: Class 6 contains 150512 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40934 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 199953 members 
Mstep: Class 13 contains 159805 members 
Mstep: Class 14 contains 187077 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 20432 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054288.000000 Penalty: 54895.289062
Iteration 108Q: 17 clusters Score -1.180543e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 82653 members 
Mstep: Class 3 contains 50997 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 6 contains 150420 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40936 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 200002 members 
Mstep: Class 13 contains 159816 members 
Mstep: Class 14 contains 187082 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20427 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054192.000000 Penalty: 54895.289062
Iteration 109Q: 17 clusters Score -1.180542e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 82660 members 
Mstep: Class 3 contains 50951 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 150330 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40930 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 200041 members 
Mstep: Class 13 contains 159851 members 
Mstep: Class 14 contains 187104 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 20423 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054320.000000 Penalty: 54895.289062
Iteration 110Q: 17 clusters Score -1.180543e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 82669 members 
Mstep: Class 3 contains 50899 members 
Mstep: Class 4 contains 58753 members 
Mstep: Class 6 contains 150258 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40926 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 200082 members 
Mstep: Class 13 contains 159875 members 
Mstep: Class 14 contains 187107 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20410 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054064.000000 Penalty: 54895.289062
Iteration 111Q: 17 clusters Score -1.180541e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 82691 members 
Mstep: Class 3 contains 50834 members 
Mstep: Class 4 contains 58754 members 
Mstep: Class 6 contains 150166 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40926 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 200144 members 
Mstep: Class 13 contains 159907 members 
Mstep: Class 14 contains 187109 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20401 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053920.000000 Penalty: 54895.289062
Iteration 112Q: 17 clusters Score -1.180539e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 82709 members 
Mstep: Class 3 contains 50801 members 
Mstep: Class 4 contains 58763 members 
Mstep: Class 6 contains 150089 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 40931 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 200179 members 
Mstep: Class 13 contains 159913 members 
Mstep: Class 14 contains 187111 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 20391 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053832.000000 Penalty: 54895.289062
Iteration 113Q: 17 clusters Score -1.180538e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 82719 members 
Mstep: Class 3 contains 50761 members 
Mstep: Class 4 contains 58773 members 
Mstep: Class 6 contains 150038 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40933 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 200226 members 
Mstep: Class 13 contains 159922 members 
Mstep: Class 14 contains 187096 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 20367 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053936.000000 Penalty: 54895.289062
Iteration 114Q: 17 clusters Score -1.180539e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 82728 members 
Mstep: Class 3 contains 50728 members 
Mstep: Class 4 contains 58782 members 
Mstep: Class 6 contains 149990 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40935 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 200255 members 
Mstep: Class 13 contains 159955 members 
Mstep: Class 14 contains 187070 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053888.000000 Penalty: 54895.289062
Iteration 115Q: 17 clusters Score -1.180539e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 82741 members 
Mstep: Class 3 contains 50701 members 
Mstep: Class 4 contains 58790 members 
Mstep: Class 6 contains 149971 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 200277 members 
Mstep: Class 13 contains 159964 members 
Mstep: Class 14 contains 187053 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20332 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053984.000000 Penalty: 54895.289062
Iteration 116Q: 17 clusters Score -1.18054e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 82766 members 
Mstep: Class 3 contains 50659 members 
Mstep: Class 4 contains 58804 members 
Mstep: Class 6 contains 149912 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40947 members 
Mstep: Class 11 contains 21794 members 
Mstep: Class 12 contains 200319 members 
Mstep: Class 13 contains 159982 members 
Mstep: Class 14 contains 187035 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20319 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053928.000000 Penalty: 54895.289062
Iteration 117Q: 17 clusters Score -1.180539e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 82783 members 
Mstep: Class 3 contains 50618 members 
Mstep: Class 4 contains 58816 members 
Mstep: Class 6 contains 149859 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40946 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 200362 members 
Mstep: Class 13 contains 159983 members 
Mstep: Class 14 contains 187038 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20303 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053976.000000 Penalty: 54895.289062
Iteration 118Q: 17 clusters Score -1.18054e+08 nChanged 446
Entering ConstructFrom: 
Score: -118053976.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -332339.343750 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -332339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -329098.125000 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -329098.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -329749.468750 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -329749.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -329907.781250 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -329907.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330002.406250 Penalty: 3969.667969
	Iteration 3Q: 3 clusters Score -330002.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330063.312500 Penalty: 3969.667969
	Iteration 4Q: 3 clusters Score -330063.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330100.562500 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -330100.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -330127.875000 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -330127.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330149.750000 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -330149.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330172.312500 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -330172.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330195.718750 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -330195.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330225.500000 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -330225.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330274.156250 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -330274.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -330317.031250 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -330317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330363.250000 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -330363.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330440.187500 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -330440.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330599.406250 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -330599.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330802.875000 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -330802.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330940.125000 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -330940.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -331038.812500 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -331038.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -331108.156250 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -331108.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -331160.625000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -331160.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -331221.187500 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -331221.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -331262.062500 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -331262.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -331300.031250 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -331300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -331346.687500 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -331346.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -331388.656250 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -331388.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -331416.718750 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -331416.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -331440.343750 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -331440.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -331462.000000 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -331462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -331474.343750 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -331474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -331484.093750 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -331484.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -331492.593750 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -331492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -331498.218750 Penalty: 3969.667969
	Iteration 32Q: 3 clusters Score -331498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -331503.750000 Penalty: 3969.667969
	Iteration 33Q: 3 clusters Score -331503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -331506.718750 Penalty: 3969.667969
	Iteration 34Q: 3 clusters Score -331506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -331506.625000 Penalty: 3969.667969
	Iteration 35Q: 3 clusters Score -331506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -331507.437500 Penalty: 3969.667969
	Iteration 36Q: 3 clusters Score -331507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -331507.906250 Penalty: 3969.667969
	Iteration 37Q: 3 clusters Score -331507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -331507.906250 Penalty: 3969.667969
	Iteration 38F: 3 clusters Score -331507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Entering Unmasked Estep 
Score: -9826977.000000 Penalty: 2808.391602
	Iteration 0F: 2 clusters Score -9826977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -9771246.000000 Penalty: 5616.783203
	Iteration 0F: 3 clusters Score -9771246 nChanged 39230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9793840.000000 Penalty: 5616.783203
	Iteration 1F: 3 clusters Score -9793840 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9794999.000000 Penalty: 5616.783203
	Iteration 2Q: 3 clusters Score -9794999 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -9796914.000000 Penalty: 5616.783203
	Iteration 3Q: 3 clusters Score -9796914 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -9800064.000000 Penalty: 5616.783203
	Iteration 4F: 3 clusters Score -9800064 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9805133.000000 Penalty: 5616.783203
	Iteration 5F: 3 clusters Score -9805133 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -9811783.000000 Penalty: 5616.783203
	Iteration 6F: 3 clusters Score -9811783 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -9817624.000000 Penalty: 5616.783203
	Iteration 7F: 3 clusters Score -9817624 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -9821273.000000 Penalty: 5616.783203
	Iteration 8Q: 3 clusters Score -9821273 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9823258.000000 Penalty: 5616.783203
	Iteration 9Q: 3 clusters Score -9823258 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -9824092.000000 Penalty: 5616.783203
	Iteration 10Q: 3 clusters Score -9824092 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9824379.000000 Penalty: 5616.783203
	Iteration 11Q: 3 clusters Score -9824379 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -9824559.000000 Penalty: 5616.783203
	Iteration 12Q: 3 clusters Score -9824559 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -9824677.000000 Penalty: 5616.783203
	Iteration 13Q: 3 clusters Score -9824677 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9824737.000000 Penalty: 5616.783203
	Iteration 14Q: 3 clusters Score -9824737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -9824752.000000 Penalty: 5616.783203
	Iteration 15Q: 3 clusters Score -9824752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9824791.000000 Penalty: 5616.783203
	Iteration 16Q: 3 clusters Score -9824791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9824772.000000 Penalty: 5616.783203
	Iteration 17Q: 3 clusters Score -9824772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9824766.000000 Penalty: 5616.783203
	Iteration 18Q: 3 clusters Score -9824766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9824782.000000 Penalty: 5616.783203
	Iteration 19Q: 3 clusters Score -9824782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -9824785.000000 Penalty: 5616.783203
	Iteration 20F: 3 clusters Score -9824785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9824792.000000 Penalty: 5616.783203
	Iteration 21Q: 3 clusters Score -9824792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9824781.000000 Penalty: 5616.783203
	Iteration 22Q: 3 clusters Score -9824781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9824787.000000 Penalty: 5616.783203
	Iteration 23Q: 3 clusters Score -9824787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -9824799.000000 Penalty: 5616.783203
	Iteration 24Q: 3 clusters Score -9824799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -9824800.000000 Penalty: 5616.783203
	Iteration 25Q: 3 clusters Score -9824800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9824829.000000 Penalty: 5616.783203
	Iteration 26Q: 3 clusters Score -9824829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9824838.000000 Penalty: 5616.783203
	Iteration 27Q: 3 clusters Score -9824838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9824830.000000 Penalty: 5616.783203
	Iteration 28Q: 3 clusters Score -9824830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9824848.000000 Penalty: 5616.783203
	Iteration 29Q: 3 clusters Score -9824848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9824844.000000 Penalty: 5616.783203
	Iteration 30Q: 3 clusters Score -9824844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9824848.000000 Penalty: 5616.783203
	Iteration 31Q: 3 clusters Score -9824848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9824861.000000 Penalty: 5616.783203
	Iteration 32Q: 3 clusters Score -9824861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9824893.000000 Penalty: 5616.783203
	Iteration 33Q: 3 clusters Score -9824893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9824921.000000 Penalty: 5616.783203
	Iteration 34Q: 3 clusters Score -9824921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9824930.000000 Penalty: 5616.783203
	Iteration 35Q: 3 clusters Score -9824930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9824931.000000 Penalty: 5616.783203
	Iteration 36Q: 3 clusters Score -9824931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9824931.000000 Penalty: 5616.783203
	Iteration 37Q: 3 clusters Score -9824931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9824951.000000 Penalty: 5616.783203
	Iteration 38Q: 3 clusters Score -9824951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9824956.000000 Penalty: 5616.783203
	Iteration 39Q: 3 clusters Score -9824956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9824954.000000 Penalty: 5616.783203
	Iteration 40F: 3 clusters Score -9824954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -9824946.000000 Penalty: 5616.783203
	Iteration 41Q: 3 clusters Score -9824946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9824956.000000 Penalty: 5616.783203
	Iteration 42Q: 3 clusters Score -9824956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9824957.000000 Penalty: 5616.783203
	Iteration 43Q: 3 clusters Score -9824957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9824951.000000 Penalty: 5616.783203
	Iteration 44Q: 3 clusters Score -9824951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9824957.000000 Penalty: 5616.783203
	Iteration 45Q: 3 clusters Score -9824957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9824958.000000 Penalty: 5616.783203
	Iteration 46Q: 3 clusters Score -9824958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9824960.000000 Penalty: 5616.783203
	Iteration 47Q: 3 clusters Score -9824960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9824967.000000 Penalty: 5616.783203
	Iteration 48Q: 3 clusters Score -9824967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9824971.000000 Penalty: 5616.783203
	Iteration 49Q: 3 clusters Score -9824971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9824984.000000 Penalty: 5616.783203
	Iteration 50Q: 3 clusters Score -9824984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -9824990.000000 Penalty: 5616.783203
	Iteration 51Q: 3 clusters Score -9824990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9825008.000000 Penalty: 5616.783203
	Iteration 52Q: 3 clusters Score -9825008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9824998.000000 Penalty: 5616.783203
	Iteration 53Q: 3 clusters Score -9824998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9824996.000000 Penalty: 5616.783203
	Iteration 54Q: 3 clusters Score -9824996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9824999.000000 Penalty: 5616.783203
	Iteration 55Q: 3 clusters Score -9824999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9824990.000000 Penalty: 5616.783203
	Iteration 56Q: 3 clusters Score -9824990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9824990.000000 Penalty: 5616.783203
	Iteration 57Q: 3 clusters Score -9824990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9824990.000000 Penalty: 5616.783203
	Iteration 58F: 3 clusters Score -9824990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Entering Unmasked Estep 
Score: -5782859.500000 Penalty: 2686.194824
	Iteration 0F: 2 clusters Score -5782860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5749005.000000 Penalty: 5372.389648
	Iteration 0F: 3 clusters Score -5749005 nChanged 23307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5761685.000000 Penalty: 5372.389648
	Iteration 1F: 3 clusters Score -5761685 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5762135.000000 Penalty: 5372.389648
	Iteration 2Q: 3 clusters Score -5762135 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5762564.500000 Penalty: 5372.389648
	Iteration 3Q: 3 clusters Score -5762564 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5762925.500000 Penalty: 5372.389648
	Iteration 4Q: 3 clusters Score -5762926 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -5763308.500000 Penalty: 5372.389648
	Iteration 5Q: 3 clusters Score -5763308 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5763777.000000 Penalty: 5372.389648
	Iteration 6Q: 3 clusters Score -5763777 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -5764414.000000 Penalty: 5372.389648
	Iteration 7Q: 3 clusters Score -5764414 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5765363.000000 Penalty: 5372.389648
	Iteration 8Q: 3 clusters Score -5765363 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -5766876.500000 Penalty: 5372.389648
	Iteration 9F: 3 clusters Score -5766876 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5769169.000000 Penalty: 5372.389648
	Iteration 10F: 3 clusters Score -5769169 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -5772207.000000 Penalty: 5372.389648
	Iteration 11F: 3 clusters Score -5772207 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5775360.000000 Penalty: 5372.389648
	Iteration 12F: 3 clusters Score -5775360 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5777915.500000 Penalty: 5372.389648
	Iteration 13F: 3 clusters Score -5777916 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -5779431.500000 Penalty: 5372.389648
	Iteration 14Q: 3 clusters Score -5779432 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -5780127.500000 Penalty: 5372.389648
	Iteration 15Q: 3 clusters Score -5780128 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -5780416.000000 Penalty: 5372.389648
	Iteration 16Q: 3 clusters Score -5780416 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5780529.500000 Penalty: 5372.389648
	Iteration 17Q: 3 clusters Score -5780530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -5780592.000000 Penalty: 5372.389648
	Iteration 18Q: 3 clusters Score -5780592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -5780611.500000 Penalty: 5372.389648
	Iteration 19Q: 3 clusters Score -5780612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -5780645.000000 Penalty: 5372.389648
	Iteration 20F: 3 clusters Score -5780645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -5780655.500000 Penalty: 5372.389648
	Iteration 21Q: 3 clusters Score -5780656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -5780663.500000 Penalty: 5372.389648
	Iteration 22Q: 3 clusters Score -5780664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -5780665.000000 Penalty: 5372.389648
	Iteration 23Q: 3 clusters Score -5780665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -5780665.000000 Penalty: 5372.389648
	Iteration 24F: 3 clusters Score -5780665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Entering Unmasked Estep 
Score: -6958210.500000 Penalty: 2723.620117
	Iteration 0F: 2 clusters Score -6958210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -6918619.500000 Penalty: 5447.240234
	Iteration 0F: 3 clusters Score -6918620 nChanged 27404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -6933732.000000 Penalty: 5447.240234
	Iteration 1F: 3 clusters Score -6933732 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6934208.000000 Penalty: 5447.240234
	Iteration 2Q: 3 clusters Score -6934208 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6934659.000000 Penalty: 5447.240234
	Iteration 3Q: 3 clusters Score -6934659 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -6935054.000000 Penalty: 5447.240234
	Iteration 4Q: 3 clusters Score -6935054 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -6935391.500000 Penalty: 5447.240234
	Iteration 5Q: 3 clusters Score -6935392 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6935751.000000 Penalty: 5447.240234
	Iteration 6Q: 3 clusters Score -6935751 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -6936203.500000 Penalty: 5447.240234
	Iteration 7Q: 3 clusters Score -6936204 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -6936600.000000 Penalty: 5447.240234
	Iteration 8Q: 3 clusters Score -6936600 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6937161.000000 Penalty: 5447.240234
	Iteration 9Q: 3 clusters Score -6937161 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6937734.000000 Penalty: 5447.240234
	Iteration 10Q: 3 clusters Score -6937734 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6938661.500000 Penalty: 5447.240234
	Iteration 11Q: 3 clusters Score -6938662 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -6939838.000000 Penalty: 5447.240234
	Iteration 12Q: 3 clusters Score -6939838 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -6941376.000000 Penalty: 5447.240234
	Iteration 13Q: 3 clusters Score -6941376 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -6943416.500000 Penalty: 5447.240234
	Iteration 14F: 3 clusters Score -6943416 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6945932.500000 Penalty: 5447.240234
	Iteration 15F: 3 clusters Score -6945932 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -6948641.000000 Penalty: 5447.240234
	Iteration 16F: 3 clusters Score -6948641 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6951173.000000 Penalty: 5447.240234
	Iteration 17F: 3 clusters Score -6951173 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -6953118.500000 Penalty: 5447.240234
	Iteration 18Q: 3 clusters Score -6953118 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -6954347.500000 Penalty: 5447.240234
	Iteration 19Q: 3 clusters Score -6954348 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -6955021.500000 Penalty: 5447.240234
	Iteration 20F: 3 clusters Score -6955022 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -6955381.500000 Penalty: 5447.240234
	Iteration 21Q: 3 clusters Score -6955382 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -6955561.500000 Penalty: 5447.240234
	Iteration 22Q: 3 clusters Score -6955562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -6955661.000000 Penalty: 5447.240234
	Iteration 23Q: 3 clusters Score -6955661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -6955699.500000 Penalty: 5447.240234
	Iteration 24Q: 3 clusters Score -6955700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -6955747.500000 Penalty: 5447.240234
	Iteration 25Q: 3 clusters Score -6955748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -6955774.000000 Penalty: 5447.240234
	Iteration 26Q: 3 clusters Score -6955774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -6955795.000000 Penalty: 5447.240234
	Iteration 27Q: 3 clusters Score -6955795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6955802.500000 Penalty: 5447.240234
	Iteration 28Q: 3 clusters Score -6955802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -6955808.500000 Penalty: 5447.240234
	Iteration 29Q: 3 clusters Score -6955808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -6955820.500000 Penalty: 5447.240234
	Iteration 30Q: 3 clusters Score -6955820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6955826.000000 Penalty: 5447.240234
	Iteration 31Q: 3 clusters Score -6955826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -6955832.000000 Penalty: 5447.240234
	Iteration 32Q: 3 clusters Score -6955832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -6955840.500000 Penalty: 5447.240234
	Iteration 33Q: 3 clusters Score -6955840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -6955860.000000 Penalty: 5447.240234
	Iteration 34Q: 3 clusters Score -6955860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -6955858.500000 Penalty: 5447.240234
	Iteration 35Q: 3 clusters Score -6955858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -6955860.500000 Penalty: 5447.240234
	Iteration 36Q: 3 clusters Score -6955860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -6955864.000000 Penalty: 5447.240234
	Iteration 37Q: 3 clusters Score -6955864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -6955868.500000 Penalty: 5447.240234
	Iteration 38Q: 3 clusters Score -6955868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -6955871.500000 Penalty: 5447.240234
	Iteration 39Q: 3 clusters Score -6955872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -6955872.500000 Penalty: 5447.240234
	Iteration 40F: 3 clusters Score -6955872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -6955880.500000 Penalty: 5447.240234
	Iteration 41Q: 3 clusters Score -6955880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -6955883.500000 Penalty: 5447.240234
	Iteration 42Q: 3 clusters Score -6955884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -6955882.500000 Penalty: 5447.240234
	Iteration 43Q: 3 clusters Score -6955882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -6955883.000000 Penalty: 5447.240234
	Iteration 44Q: 3 clusters Score -6955883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -6955883.500000 Penalty: 5447.240234
	Iteration 45Q: 3 clusters Score -6955884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -6955891.500000 Penalty: 5447.240234
	Iteration 46Q: 3 clusters Score -6955892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -6955903.000000 Penalty: 5447.240234
	Iteration 47Q: 3 clusters Score -6955903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -6955902.000000 Penalty: 5447.240234
	Iteration 48Q: 3 clusters Score -6955902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -6955910.500000 Penalty: 5447.240234
	Iteration 49Q: 3 clusters Score -6955910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -6955911.500000 Penalty: 5447.240234
	Iteration 50Q: 3 clusters Score -6955912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -6955914.500000 Penalty: 5447.240234
	Iteration 51Q: 3 clusters Score -6955914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6955913.000000 Penalty: 5447.240234
	Iteration 52Q: 3 clusters Score -6955913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -6955912.000000 Penalty: 5447.240234
	Iteration 53Q: 3 clusters Score -6955912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6955917.000000 Penalty: 5447.240234
	Iteration 54Q: 3 clusters Score -6955917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -6955917.000000 Penalty: 5447.240234
	Iteration 55Q: 3 clusters Score -6955917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -6955924.500000 Penalty: 5447.240234
	Iteration 56Q: 3 clusters Score -6955924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -6955929.000000 Penalty: 5447.240234
	Iteration 57Q: 3 clusters Score -6955929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -6955937.500000 Penalty: 5447.240234
	Iteration 58Q: 3 clusters Score -6955938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -6955936.500000 Penalty: 5447.240234
	Iteration 59Q: 3 clusters Score -6955936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -6955936.000000 Penalty: 5447.240234
	Iteration 60F: 3 clusters Score -6955936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Entering Unmasked Estep 
Score: -17737906.000000 Penalty: 2955.476318
	Iteration 0F: 2 clusters Score -1.773791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -17637928.000000 Penalty: 5910.952637
	Iteration 0F: 3 clusters Score -1.763793e+07 nChanged 71487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -17679768.000000 Penalty: 5910.952637
	Iteration 1F: 3 clusters Score -1.767977e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -17681512.000000 Penalty: 5910.952637
	Iteration 2Q: 3 clusters Score -1.768151e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -17684008.000000 Penalty: 5910.952637
	Iteration 3Q: 3 clusters Score -1.768401e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -17689092.000000 Penalty: 5910.952637
	Iteration 4F: 3 clusters Score -1.768909e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -17698008.000000 Penalty: 5910.952637
	Iteration 5F: 3 clusters Score -1.769801e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 126648 members 
Entering Unmasked Estep 
Score: -17711328.000000 Penalty: 5910.952637
	Iteration 6F: 3 clusters Score -1.771133e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 139398 members 
Entering Unmasked Estep 
Score: -17724784.000000 Penalty: 5910.952637
	Iteration 7F: 3 clusters Score -1.772478e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -17732042.000000 Penalty: 5910.952637
	Iteration 8Q: 3 clusters Score -1.773204e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 148961 members 
Entering Unmasked Estep 
Score: -17734332.000000 Penalty: 5910.952637
	Iteration 9Q: 3 clusters Score -1.773433e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -17734892.000000 Penalty: 5910.952637
	Iteration 10Q: 3 clusters Score -1.773489e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -17735102.000000 Penalty: 5910.952637
	Iteration 11Q: 3 clusters Score -1.77351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149645 members 
Entering Unmasked Estep 
Score: -17735164.000000 Penalty: 5910.952637
	Iteration 12Q: 3 clusters Score -1.773516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -17735204.000000 Penalty: 5910.952637
	Iteration 13Q: 3 clusters Score -1.77352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -17735224.000000 Penalty: 5910.952637
	Iteration 14Q: 3 clusters Score -1.773522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -17735232.000000 Penalty: 5910.952637
	Iteration 15Q: 3 clusters Score -1.773523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -17735238.000000 Penalty: 5910.952637
	Iteration 16Q: 3 clusters Score -1.773524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -17735240.000000 Penalty: 5910.952637
	Iteration 17Q: 3 clusters Score -1.773524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -17735256.000000 Penalty: 5910.952637
	Iteration 18Q: 3 clusters Score -1.773526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -17735254.000000 Penalty: 5910.952637
	Iteration 19Q: 3 clusters Score -1.773525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -17735252.000000 Penalty: 5910.952637
	Iteration 20F: 3 clusters Score -1.773525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -140541.125000 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -140541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138434.218750 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -138434.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -138871.578125 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -138871.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139088.703125 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -139088.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -139272.406250 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -139272.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -139419.171875 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -139419.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139698.375000 Penalty: 3544.017090
	Iteration 5F: 3 clusters Score -139698.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -139974.500000 Penalty: 3544.017090
	Iteration 6F: 3 clusters Score -139974.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140187.328125 Penalty: 3544.017090
	Iteration 7F: 3 clusters Score -140187.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -140325.921875 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -140325.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -140405.015625 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -140405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140479.078125 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -140479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140528.406250 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -140528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140560.390625 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -140560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140573.203125 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -140573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -140577.093750 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -140577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140578.296875 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -140578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140578.296875 Penalty: 3544.017090
	Iteration 16F: 3 clusters Score -140578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 82798 members 
Mstep: Class 3 contains 50586 members 
Mstep: Class 4 contains 58826 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 6 contains 149828 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 9 contains 40947 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 200376 members 
Mstep: Class 13 contains 159978 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20288 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32574 members 
Entering Unmasked Estep 
Score: -118052216.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118053976.000000 to -118052216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (40947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Entering Unmasked Estep 
Score: -4877421.000000 Penalty: 2633.768555
	Iteration 0F: 2 clusters Score -4877421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4849707.000000 Penalty: 5267.537109
	Iteration 0F: 3 clusters Score -4849707 nChanged 18720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4860081.500000 Penalty: 5267.537109
	Iteration 1F: 3 clusters Score -4860082 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4861049.500000 Penalty: 5267.537109
	Iteration 2F: 3 clusters Score -4861050 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4862457.000000 Penalty: 5267.537109
	Iteration 3F: 3 clusters Score -4862457 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4864706.000000 Penalty: 5267.537109
	Iteration 4F: 3 clusters Score -4864706 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4867628.500000 Penalty: 5267.537109
	Iteration 5F: 3 clusters Score -4867628 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4870736.500000 Penalty: 5267.537109
	Iteration 6F: 3 clusters Score -4870736 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4873038.500000 Penalty: 5267.537109
	Iteration 7F: 3 clusters Score -4873038 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4874063.500000 Penalty: 5267.537109
	Iteration 8Q: 3 clusters Score -4874064 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4874552.000000 Penalty: 5267.537109
	Iteration 9Q: 3 clusters Score -4874552 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4874878.000000 Penalty: 5267.537109
	Iteration 10Q: 3 clusters Score -4874878 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4875172.500000 Penalty: 5267.537109
	Iteration 11Q: 3 clusters Score -4875172 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4875405.000000 Penalty: 5267.537109
	Iteration 12Q: 3 clusters Score -4875405 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4875623.500000 Penalty: 5267.537109
	Iteration 13Q: 3 clusters Score -4875624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4875839.500000 Penalty: 5267.537109
	Iteration 14Q: 3 clusters Score -4875840 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4875993.000000 Penalty: 5267.537109
	Iteration 15Q: 3 clusters Score -4875993 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4876113.000000 Penalty: 5267.537109
	Iteration 16Q: 3 clusters Score -4876113 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4876235.500000 Penalty: 5267.537109
	Iteration 17Q: 3 clusters Score -4876236 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4876295.500000 Penalty: 5267.537109
	Iteration 18Q: 3 clusters Score -4876296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4876355.000000 Penalty: 5267.537109
	Iteration 19Q: 3 clusters Score -4876355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4876388.500000 Penalty: 5267.537109
	Iteration 20F: 3 clusters Score -4876388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4876403.500000 Penalty: 5267.537109
	Iteration 21Q: 3 clusters Score -4876404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4876411.000000 Penalty: 5267.537109
	Iteration 22Q: 3 clusters Score -4876411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4876438.500000 Penalty: 5267.537109
	Iteration 23Q: 3 clusters Score -4876438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4876444.500000 Penalty: 5267.537109
	Iteration 24Q: 3 clusters Score -4876444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4876453.500000 Penalty: 5267.537109
	Iteration 25Q: 3 clusters Score -4876454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4876458.500000 Penalty: 5267.537109
	Iteration 26Q: 3 clusters Score -4876458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4876469.500000 Penalty: 5267.537109
	Iteration 27Q: 3 clusters Score -4876470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4876477.000000 Penalty: 5267.537109
	Iteration 28Q: 3 clusters Score -4876477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4876484.500000 Penalty: 5267.537109
	Iteration 29Q: 3 clusters Score -4876484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4876491.500000 Penalty: 5267.537109
	Iteration 30Q: 3 clusters Score -4876492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4876486.500000 Penalty: 5267.537109
	Iteration 31Q: 3 clusters Score -4876486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4876478.500000 Penalty: 5267.537109
	Iteration 32Q: 3 clusters Score -4876478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4876477.500000 Penalty: 5267.537109
	Iteration 33Q: 3 clusters Score -4876478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4876487.000000 Penalty: 5267.537109
	Iteration 34Q: 3 clusters Score -4876487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4876483.000000 Penalty: 5267.537109
	Iteration 35Q: 3 clusters Score -4876483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4876488.000000 Penalty: 5267.537109
	Iteration 36Q: 3 clusters Score -4876488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4876491.500000 Penalty: 5267.537109
	Iteration 37Q: 3 clusters Score -4876492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4876494.000000 Penalty: 5267.537109
	Iteration 38Q: 3 clusters Score -4876494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4876494.000000 Penalty: 5267.537109
	Iteration 39F: 3 clusters Score -4876494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Entering Unmasked Estep 
Score: -2530323.250000 Penalty: 2477.345947
	Iteration 0F: 2 clusters Score -2530323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2515031.250000 Penalty: 4954.691895
	Iteration 0F: 3 clusters Score -2515031 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2520676.000000 Penalty: 4954.691895
	Iteration 1F: 3 clusters Score -2520676 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2521858.750000 Penalty: 4954.691895
	Iteration 2F: 3 clusters Score -2521859 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2523153.000000 Penalty: 4954.691895
	Iteration 3F: 3 clusters Score -2523153 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2524220.750000 Penalty: 4954.691895
	Iteration 4F: 3 clusters Score -2524221 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2524963.500000 Penalty: 4954.691895
	Iteration 5F: 3 clusters Score -2524964 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2525504.000000 Penalty: 4954.691895
	Iteration 6F: 3 clusters Score -2525504 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2525959.500000 Penalty: 4954.691895
	Iteration 7Q: 3 clusters Score -2525960 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2526324.000000 Penalty: 4954.691895
	Iteration 8Q: 3 clusters Score -2526324 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2526694.000000 Penalty: 4954.691895
	Iteration 9Q: 3 clusters Score -2526694 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2527035.250000 Penalty: 4954.691895
	Iteration 10Q: 3 clusters Score -2527035 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2527299.250000 Penalty: 4954.691895
	Iteration 11Q: 3 clusters Score -2527299 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2527529.500000 Penalty: 4954.691895
	Iteration 12Q: 3 clusters Score -2527530 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2527761.750000 Penalty: 4954.691895
	Iteration 13Q: 3 clusters Score -2527762 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2527966.000000 Penalty: 4954.691895
	Iteration 14Q: 3 clusters Score -2527966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2528151.000000 Penalty: 4954.691895
	Iteration 15Q: 3 clusters Score -2528151 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2528309.750000 Penalty: 4954.691895
	Iteration 16Q: 3 clusters Score -2528310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2528442.000000 Penalty: 4954.691895
	Iteration 17Q: 3 clusters Score -2528442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2528544.500000 Penalty: 4954.691895
	Iteration 18Q: 3 clusters Score -2528544 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2528628.500000 Penalty: 4954.691895
	Iteration 19Q: 3 clusters Score -2528628 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2528702.750000 Penalty: 4954.691895
	Iteration 20F: 3 clusters Score -2528703 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2528770.250000 Penalty: 4954.691895
	Iteration 21Q: 3 clusters Score -2528770 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2528855.250000 Penalty: 4954.691895
	Iteration 22Q: 3 clusters Score -2528855 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2528901.250000 Penalty: 4954.691895
	Iteration 23Q: 3 clusters Score -2528901 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2528943.000000 Penalty: 4954.691895
	Iteration 24Q: 3 clusters Score -2528943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2528960.500000 Penalty: 4954.691895
	Iteration 25Q: 3 clusters Score -2528960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2528992.750000 Penalty: 4954.691895
	Iteration 26Q: 3 clusters Score -2528993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2529008.000000 Penalty: 4954.691895
	Iteration 27Q: 3 clusters Score -2529008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2529022.750000 Penalty: 4954.691895
	Iteration 28Q: 3 clusters Score -2529023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2529035.750000 Penalty: 4954.691895
	Iteration 29Q: 3 clusters Score -2529036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2529050.750000 Penalty: 4954.691895
	Iteration 30Q: 3 clusters Score -2529051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2529063.500000 Penalty: 4954.691895
	Iteration 31Q: 3 clusters Score -2529064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2529073.750000 Penalty: 4954.691895
	Iteration 32Q: 3 clusters Score -2529074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2529079.000000 Penalty: 4954.691895
	Iteration 33Q: 3 clusters Score -2529079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2529082.000000 Penalty: 4954.691895
	Iteration 34Q: 3 clusters Score -2529082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2529093.750000 Penalty: 4954.691895
	Iteration 35Q: 3 clusters Score -2529094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2529108.500000 Penalty: 4954.691895
	Iteration 36Q: 3 clusters Score -2529108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2529115.000000 Penalty: 4954.691895
	Iteration 37Q: 3 clusters Score -2529115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2529111.500000 Penalty: 4954.691895
	Iteration 38Q: 3 clusters Score -2529112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2529118.250000 Penalty: 4954.691895
	Iteration 39Q: 3 clusters Score -2529118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2529118.500000 Penalty: 4954.691895
	Iteration 40F: 3 clusters Score -2529118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2529119.250000 Penalty: 4954.691895
	Iteration 41Q: 3 clusters Score -2529119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2529114.750000 Penalty: 4954.691895
	Iteration 42Q: 3 clusters Score -2529115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2529118.000000 Penalty: 4954.691895
	Iteration 43Q: 3 clusters Score -2529118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2529132.750000 Penalty: 4954.691895
	Iteration 44Q: 3 clusters Score -2529133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2529140.750000 Penalty: 4954.691895
	Iteration 45Q: 3 clusters Score -2529141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2529154.500000 Penalty: 4954.691895
	Iteration 46Q: 3 clusters Score -2529154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2529153.250000 Penalty: 4954.691895
	Iteration 47Q: 3 clusters Score -2529153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2529155.750000 Penalty: 4954.691895
	Iteration 48Q: 3 clusters Score -2529156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2529157.000000 Penalty: 4954.691895
	Iteration 49Q: 3 clusters Score -2529157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2529165.250000 Penalty: 4954.691895
	Iteration 50Q: 3 clusters Score -2529165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2529161.500000 Penalty: 4954.691895
	Iteration 51Q: 3 clusters Score -2529162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2529160.750000 Penalty: 4954.691895
	Iteration 52Q: 3 clusters Score -2529161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2529173.000000 Penalty: 4954.691895
	Iteration 53Q: 3 clusters Score -2529173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2529176.250000 Penalty: 4954.691895
	Iteration 54Q: 3 clusters Score -2529176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2529179.250000 Penalty: 4954.691895
	Iteration 55Q: 3 clusters Score -2529179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2529184.250000 Penalty: 4954.691895
	Iteration 56Q: 3 clusters Score -2529184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2529183.500000 Penalty: 4954.691895
	Iteration 57Q: 3 clusters Score -2529184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2529182.000000 Penalty: 4954.691895
	Iteration 58Q: 3 clusters Score -2529182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2529184.000000 Penalty: 4954.691895
	Iteration 59Q: 3 clusters Score -2529184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2529186.750000 Penalty: 4954.691895
	Iteration 60F: 3 clusters Score -2529187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2529187.500000 Penalty: 4954.691895
	Iteration 61Q: 3 clusters Score -2529188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2529190.500000 Penalty: 4954.691895
	Iteration 62Q: 3 clusters Score -2529190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2529195.250000 Penalty: 4954.691895
	Iteration 63Q: 3 clusters Score -2529195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2529202.250000 Penalty: 4954.691895
	Iteration 64Q: 3 clusters Score -2529202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2529198.750000 Penalty: 4954.691895
	Iteration 65Q: 3 clusters Score -2529199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2529201.000000 Penalty: 4954.691895
	Iteration 66Q: 3 clusters Score -2529201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2529202.500000 Penalty: 4954.691895
	Iteration 67Q: 3 clusters Score -2529202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2529199.750000 Penalty: 4954.691895
	Iteration 68Q: 3 clusters Score -2529200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2529199.750000 Penalty: 4954.691895
	Iteration 69F: 3 clusters Score -2529200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200376 members 
Entering Unmasked Estep 
Score: -23537790.000000 Penalty: 3027.571777
	Iteration 0F: 2 clusters Score -2.353779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99954 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -23408730.000000 Penalty: 6055.143555
	Iteration 0F: 3 clusters Score -2.340873e+07 nChanged 96067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -23464856.000000 Penalty: 6055.143555
	Iteration 1F: 3 clusters Score -2.346486e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -23465744.000000 Penalty: 6055.143555
	Iteration 2Q: 3 clusters Score -2.346574e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -23466806.000000 Penalty: 6055.143555
	Iteration 3Q: 3 clusters Score -2.346681e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -23468404.000000 Penalty: 6055.143555
	Iteration 4Q: 3 clusters Score -2.34684e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -23471628.000000 Penalty: 6055.143555
	Iteration 5Q: 3 clusters Score -2.347163e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -23477914.000000 Penalty: 6055.143555
	Iteration 6F: 3 clusters Score -2.347791e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -23489664.000000 Penalty: 6055.143555
	Iteration 7F: 3 clusters Score -2.348966e+07 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 165725 members 
Entering Unmasked Estep 
Score: -23505926.000000 Penalty: 6055.143555
	Iteration 8F: 3 clusters Score -2.350593e+07 nChanged 17297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 183008 members 
Entering Unmasked Estep 
Score: -23521494.000000 Penalty: 6055.143555
	Iteration 9F: 3 clusters Score -2.352149e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 193791 members 
Entering Unmasked Estep 
Score: -23530338.000000 Penalty: 6055.143555
	Iteration 10F: 3 clusters Score -2.353034e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 198012 members 
Entering Unmasked Estep 
Score: -23533602.000000 Penalty: 6055.143555
	Iteration 11Q: 3 clusters Score -2.35336e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 199248 members 
Entering Unmasked Estep 
Score: -23534836.000000 Penalty: 6055.143555
	Iteration 12Q: 3 clusters Score -2.353484e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 199496 members 
Entering Unmasked Estep 
Score: -23535210.000000 Penalty: 6055.143555
	Iteration 13Q: 3 clusters Score -2.353521e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 199530 members 
Entering Unmasked Estep 
Score: -23535380.000000 Penalty: 6055.143555
	Iteration 14Q: 3 clusters Score -2.353538e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 199538 members 
Entering Unmasked Estep 
Score: -23535494.000000 Penalty: 6055.143555
	Iteration 15Q: 3 clusters Score -2.353549e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 199523 members 
Entering Unmasked Estep 
Score: -23535544.000000 Penalty: 6055.143555
	Iteration 16Q: 3 clusters Score -2.353554e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 199504 members 
Entering Unmasked Estep 
Score: -23535622.000000 Penalty: 6055.143555
	Iteration 17Q: 3 clusters Score -2.353562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 199487 members 
Entering Unmasked Estep 
Score: -23535678.000000 Penalty: 6055.143555
	Iteration 18Q: 3 clusters Score -2.353568e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 199473 members 
Entering Unmasked Estep 
Score: -23535670.000000 Penalty: 6055.143555
	Iteration 19Q: 3 clusters Score -2.353567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 199461 members 
Entering Unmasked Estep 
Score: -23535684.000000 Penalty: 6055.143555
	Iteration 20F: 3 clusters Score -2.353568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 199441 members 
Entering Unmasked Estep 
Score: -23535684.000000 Penalty: 6055.143555
	Iteration 21Q: 3 clusters Score -2.353568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 199431 members 
Entering Unmasked Estep 
Score: -23535692.000000 Penalty: 6055.143555
	Iteration 22Q: 3 clusters Score -2.353569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 199421 members 
Entering Unmasked Estep 
Score: -23535718.000000 Penalty: 6055.143555
	Iteration 23Q: 3 clusters Score -2.353572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 199408 members 
Entering Unmasked Estep 
Score: -23535720.000000 Penalty: 6055.143555
	Iteration 24Q: 3 clusters Score -2.353572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -23535718.000000 Penalty: 6055.143555
	Iteration 25Q: 3 clusters Score -2.353572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 199396 members 
Entering Unmasked Estep 
Score: -23535740.000000 Penalty: 6055.143555
	Iteration 26Q: 3 clusters Score -2.353574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 199387 members 
Entering Unmasked Estep 
Score: -23535732.000000 Penalty: 6055.143555
	Iteration 27Q: 3 clusters Score -2.353573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 199380 members 
Entering Unmasked Estep 
Score: -23535744.000000 Penalty: 6055.143555
	Iteration 28Q: 3 clusters Score -2.353574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -23535738.000000 Penalty: 6055.143555
	Iteration 29Q: 3 clusters Score -2.353574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 199368 members 
Entering Unmasked Estep 
Score: -23535766.000000 Penalty: 6055.143555
	Iteration 30Q: 3 clusters Score -2.353577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 199362 members 
Entering Unmasked Estep 
Score: -23535770.000000 Penalty: 6055.143555
	Iteration 31Q: 3 clusters Score -2.353577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 199358 members 
Entering Unmasked Estep 
Score: -23535760.000000 Penalty: 6055.143555
	Iteration 32Q: 3 clusters Score -2.353576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 199352 members 
Entering Unmasked Estep 
Score: -23535780.000000 Penalty: 6055.143555
	Iteration 33Q: 3 clusters Score -2.353578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 199343 members 
Entering Unmasked Estep 
Score: -23535792.000000 Penalty: 6055.143555
	Iteration 34Q: 3 clusters Score -2.353579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 199342 members 
Entering Unmasked Estep 
Score: -23535796.000000 Penalty: 6055.143555
	Iteration 35Q: 3 clusters Score -2.35358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 199344 members 
Entering Unmasked Estep 
Score: -23535806.000000 Penalty: 6055.143555
	Iteration 36Q: 3 clusters Score -2.353581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 199335 members 
Entering Unmasked Estep 
Score: -23535818.000000 Penalty: 6055.143555
	Iteration 37Q: 3 clusters Score -2.353582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 199330 members 
Entering Unmasked Estep 
Score: -23535806.000000 Penalty: 6055.143555
	Iteration 38Q: 3 clusters Score -2.353581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 199325 members 
Entering Unmasked Estep 
Score: -23535812.000000 Penalty: 6055.143555
	Iteration 39Q: 3 clusters Score -2.353581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 199322 members 
Entering Unmasked Estep 
Score: -23535810.000000 Penalty: 6055.143555
	Iteration 40F: 3 clusters Score -2.353581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -23535818.000000 Penalty: 6055.143555
	Iteration 41Q: 3 clusters Score -2.353582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 199312 members 
Entering Unmasked Estep 
Score: -23535814.000000 Penalty: 6055.143555
	Iteration 42Q: 3 clusters Score -2.353581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 199310 members 
Entering Unmasked Estep 
Score: -23535808.000000 Penalty: 6055.143555
	Iteration 43Q: 3 clusters Score -2.353581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 199308 members 
Entering Unmasked Estep 
Score: -23535822.000000 Penalty: 6055.143555
	Iteration 44Q: 3 clusters Score -2.353582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 199310 members 
Entering Unmasked Estep 
Score: -23535816.000000 Penalty: 6055.143555
	Iteration 45Q: 3 clusters Score -2.353582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 199310 members 
Entering Unmasked Estep 
Score: -23535820.000000 Penalty: 6055.143555
	Iteration 46Q: 3 clusters Score -2.353582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 199310 members 
Entering Unmasked Estep 
Score: -23535816.000000 Penalty: 6055.143555
	Iteration 47Q: 3 clusters Score -2.353582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 199309 members 
Entering Unmasked Estep 
Score: -23535822.000000 Penalty: 6055.143555
	Iteration 48Q: 3 clusters Score -2.353582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 199308 members 
Entering Unmasked Estep 
Score: -23535830.000000 Penalty: 6055.143555
	Iteration 49Q: 3 clusters Score -2.353583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 199308 members 
Entering Unmasked Estep 
Score: -23535834.000000 Penalty: 6055.143555
	Iteration 50Q: 3 clusters Score -2.353583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 199307 members 
Entering Unmasked Estep 
Score: -23535832.000000 Penalty: 6055.143555
	Iteration 51Q: 3 clusters Score -2.353583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 199307 members 
Entering Unmasked Estep 
Score: -23535832.000000 Penalty: 6055.143555
	Iteration 52F: 3 clusters Score -2.353583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Entering Unmasked Estep 
Score: -18909992.000000 Penalty: 2971.732422
	Iteration 0F: 2 clusters Score -1.890999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -18804018.000000 Penalty: 5943.464844
	Iteration 0F: 3 clusters Score -1.880402e+07 nChanged 76382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -18848730.000000 Penalty: 5943.464844
	Iteration 1F: 3 clusters Score -1.884873e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -18849972.000000 Penalty: 5943.464844
	Iteration 2Q: 3 clusters Score -1.884997e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -18851938.000000 Penalty: 5943.464844
	Iteration 3Q: 3 clusters Score -1.885194e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -18855698.000000 Penalty: 5943.464844
	Iteration 4Q: 3 clusters Score -1.88557e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -18862374.000000 Penalty: 5943.464844
	Iteration 5F: 3 clusters Score -1.886237e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 123567 members 
Entering Unmasked Estep 
Score: -18873212.000000 Penalty: 5943.464844
	Iteration 6F: 3 clusters Score -1.887321e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -18886752.000000 Penalty: 5943.464844
	Iteration 7F: 3 clusters Score -1.888675e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -18897894.000000 Penalty: 5943.464844
	Iteration 8F: 3 clusters Score -1.889789e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 155494 members 
Entering Unmasked Estep 
Score: -18903824.000000 Penalty: 5943.464844
	Iteration 9Q: 3 clusters Score -1.890382e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 158199 members 
Entering Unmasked Estep 
Score: -18905976.000000 Penalty: 5943.464844
	Iteration 10Q: 3 clusters Score -1.890598e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -18906742.000000 Penalty: 5943.464844
	Iteration 11Q: 3 clusters Score -1.890674e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -18907018.000000 Penalty: 5943.464844
	Iteration 12Q: 3 clusters Score -1.890702e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -18907184.000000 Penalty: 5943.464844
	Iteration 13Q: 3 clusters Score -1.890718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -18907278.000000 Penalty: 5943.464844
	Iteration 14Q: 3 clusters Score -1.890728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -18907298.000000 Penalty: 5943.464844
	Iteration 15Q: 3 clusters Score -1.89073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -18907320.000000 Penalty: 5943.464844
	Iteration 16Q: 3 clusters Score -1.890732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -18907326.000000 Penalty: 5943.464844
	Iteration 17Q: 3 clusters Score -1.890733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -18907354.000000 Penalty: 5943.464844
	Iteration 18Q: 3 clusters Score -1.890735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -18907372.000000 Penalty: 5943.464844
	Iteration 19Q: 3 clusters Score -1.890737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -18907370.000000 Penalty: 5943.464844
	Iteration 20F: 3 clusters Score -1.890737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -18907378.000000 Penalty: 5943.464844
	Iteration 21Q: 3 clusters Score -1.890738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -18907400.000000 Penalty: 5943.464844
	Iteration 22Q: 3 clusters Score -1.89074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159687 members 
Entering Unmasked Estep 
Score: -18907394.000000 Penalty: 5943.464844
	Iteration 23Q: 3 clusters Score -1.890739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -18907402.000000 Penalty: 5943.464844
	Iteration 24Q: 3 clusters Score -1.89074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -18907408.000000 Penalty: 5943.464844
	Iteration 25Q: 3 clusters Score -1.890741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -18907404.000000 Penalty: 5943.464844
	Iteration 26Q: 3 clusters Score -1.89074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159692 members 
Entering Unmasked Estep 
Score: -18907404.000000 Penalty: 5943.464844
	Iteration 27F: 3 clusters Score -1.89074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (187041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Entering Unmasked Estep 
Score: -22205798.000000 Penalty: 3010.492676
	Iteration 0F: 2 clusters Score -2.22058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -22092700.000000 Penalty: 6020.985352
	Iteration 0F: 3 clusters Score -2.20927e+07 nChanged 90102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -22144978.000000 Penalty: 6020.985352
	Iteration 1F: 3 clusters Score -2.214498e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -22146762.000000 Penalty: 6020.985352
	Iteration 2Q: 3 clusters Score -2.214676e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -22149766.000000 Penalty: 6020.985352
	Iteration 3Q: 3 clusters Score -2.214977e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 121330 members 
Entering Unmasked Estep 
Score: -22155898.000000 Penalty: 6020.985352
	Iteration 4F: 3 clusters Score -2.21559e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -22166948.000000 Penalty: 6020.985352
	Iteration 5F: 3 clusters Score -2.216695e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -22182588.000000 Penalty: 6020.985352
	Iteration 6F: 3 clusters Score -2.218259e+07 nChanged 15487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -22195690.000000 Penalty: 6020.985352
	Iteration 7F: 3 clusters Score -2.219569e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 176738 members 
Entering Unmasked Estep 
Score: -22202078.000000 Penalty: 6020.985352
	Iteration 8F: 3 clusters Score -2.220208e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 181173 members 
Entering Unmasked Estep 
Score: -22204438.000000 Penalty: 6020.985352
	Iteration 9Q: 3 clusters Score -2.220444e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 182712 members 
Entering Unmasked Estep 
Score: -22205392.000000 Penalty: 6020.985352
	Iteration 10Q: 3 clusters Score -2.220539e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 183268 members 
Entering Unmasked Estep 
Score: -22205634.000000 Penalty: 6020.985352
	Iteration 11Q: 3 clusters Score -2.220563e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 183570 members 
Entering Unmasked Estep 
Score: -22205736.000000 Penalty: 6020.985352
	Iteration 12Q: 3 clusters Score -2.220574e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 183783 members 
Entering Unmasked Estep 
Score: -22205802.000000 Penalty: 6020.985352
	Iteration 13Q: 3 clusters Score -2.22058e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -22205790.000000 Penalty: 6020.985352
	Iteration 14Q: 3 clusters Score -2.220579e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -22205814.000000 Penalty: 6020.985352
	Iteration 15Q: 3 clusters Score -2.220581e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 184182 members 
Entering Unmasked Estep 
Score: -22205820.000000 Penalty: 6020.985352
	Iteration 16Q: 3 clusters Score -2.220582e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -22205800.000000 Penalty: 6020.985352
	Iteration 17Q: 3 clusters Score -2.22058e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 184290 members 
Entering Unmasked Estep 
Score: -22205764.000000 Penalty: 6020.985352
	Iteration 18Q: 3 clusters Score -2.220576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -22205766.000000 Penalty: 6020.985352
	Iteration 19Q: 3 clusters Score -2.220577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 184354 members 
Entering Unmasked Estep 
Score: -22205754.000000 Penalty: 6020.985352
	Iteration 20F: 3 clusters Score -2.220575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 184374 members 
Entering Unmasked Estep 
Score: -22205748.000000 Penalty: 6020.985352
	Iteration 21Q: 3 clusters Score -2.220575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 184389 members 
Entering Unmasked Estep 
Score: -22205764.000000 Penalty: 6020.985352
	Iteration 22Q: 3 clusters Score -2.220576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 184405 members 
Entering Unmasked Estep 
Score: -22205762.000000 Penalty: 6020.985352
	Iteration 23Q: 3 clusters Score -2.220576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 184418 members 
Entering Unmasked Estep 
Score: -22205752.000000 Penalty: 6020.985352
	Iteration 24Q: 3 clusters Score -2.220575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 184433 members 
Entering Unmasked Estep 
Score: -22205748.000000 Penalty: 6020.985352
	Iteration 25Q: 3 clusters Score -2.220575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -22205728.000000 Penalty: 6020.985352
	Iteration 26Q: 3 clusters Score -2.220573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 184455 members 
Entering Unmasked Estep 
Score: -22205728.000000 Penalty: 6020.985352
	Iteration 27Q: 3 clusters Score -2.220573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 184461 members 
Entering Unmasked Estep 
Score: -22205738.000000 Penalty: 6020.985352
	Iteration 28Q: 3 clusters Score -2.220574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 184464 members 
Entering Unmasked Estep 
Score: -22205728.000000 Penalty: 6020.985352
	Iteration 29Q: 3 clusters Score -2.220573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 184467 members 
Entering Unmasked Estep 
Score: -22205732.000000 Penalty: 6020.985352
	Iteration 30Q: 3 clusters Score -2.220573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 184469 members 
Entering Unmasked Estep 
Score: -22205740.000000 Penalty: 6020.985352
	Iteration 31Q: 3 clusters Score -2.220574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 184471 members 
Entering Unmasked Estep 
Score: -22205738.000000 Penalty: 6020.985352
	Iteration 32Q: 3 clusters Score -2.220574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 184473 members 
Entering Unmasked Estep 
Score: -22205730.000000 Penalty: 6020.985352
	Iteration 33Q: 3 clusters Score -2.220573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 184476 members 
Entering Unmasked Estep 
Score: -22205736.000000 Penalty: 6020.985352
	Iteration 34Q: 3 clusters Score -2.220574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 184480 members 
Entering Unmasked Estep 
Score: -22205744.000000 Penalty: 6020.985352
	Iteration 35Q: 3 clusters Score -2.220574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 184484 members 
Entering Unmasked Estep 
Score: -22205754.000000 Penalty: 6020.985352
	Iteration 36Q: 3 clusters Score -2.220575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 184486 members 
Entering Unmasked Estep 
Score: -22205750.000000 Penalty: 6020.985352
	Iteration 37Q: 3 clusters Score -2.220575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 184487 members 
Entering Unmasked Estep 
Score: -22205740.000000 Penalty: 6020.985352
	Iteration 38Q: 3 clusters Score -2.220574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -22205748.000000 Penalty: 6020.985352
	Iteration 39Q: 3 clusters Score -2.220575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 184488 members 
Entering Unmasked Estep 
Score: -22205748.000000 Penalty: 6020.985352
	Iteration 40F: 3 clusters Score -2.220575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -316596.406250 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -316596.4 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 1360 members 
Entering Unmasked Estep 
Score: -313463.437500 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -313463.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -314099.875000 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -314099.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -314275.843750 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -314275.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -314364.906250 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -314364.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -314429.093750 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -314429.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -314466.656250 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -314466.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -314496.875000 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -314496.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -314514.906250 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -314514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -314526.687500 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -314526.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -314544.562500 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -314544.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -314554.000000 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -314554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -314563.031250 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -314563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -314571.843750 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -314571.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -314579.375000 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -314579.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -314589.531250 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -314589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -314597.343750 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -314597.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -314603.843750 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -314603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -314607.375000 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -314607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -314610.875000 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -314610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -314613.687500 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -314613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -314615.250000 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -314615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -314615.906250 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -314615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -314616.156250 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -314616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -314617.343750 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -314617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -314619.343750 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -314619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -314620.031250 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -314620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -314620.031250 Penalty: 3926.012695
	Iteration 26F: 3 clusters Score -314620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -701843.125000 Penalty: 2160.927734
	Iteration 0F: 2 clusters Score -701843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -696657.812500 Penalty: 4321.855469
	Iteration 0F: 3 clusters Score -696657.8 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -697989.812500 Penalty: 4321.855469
	Iteration 1F: 3 clusters Score -697989.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -698205.875000 Penalty: 4321.855469
	Iteration 2F: 3 clusters Score -698205.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -698331.187500 Penalty: 4321.855469
	Iteration 3Q: 3 clusters Score -698331.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -698432.812500 Penalty: 4321.855469
	Iteration 4Q: 3 clusters Score -698432.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -698528.062500 Penalty: 4321.855469
	Iteration 5Q: 3 clusters Score -698528.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -698615.187500 Penalty: 4321.855469
	Iteration 6Q: 3 clusters Score -698615.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -698695.187500 Penalty: 4321.855469
	Iteration 7Q: 3 clusters Score -698695.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -698792.937500 Penalty: 4321.855469
	Iteration 8Q: 3 clusters Score -698792.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -698891.062500 Penalty: 4321.855469
	Iteration 9Q: 3 clusters Score -698891.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -698979.500000 Penalty: 4321.855469
	Iteration 10Q: 3 clusters Score -698979.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -699070.250000 Penalty: 4321.855469
	Iteration 11Q: 3 clusters Score -699070.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -699159.812500 Penalty: 4321.855469
	Iteration 12Q: 3 clusters Score -699159.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -699236.687500 Penalty: 4321.855469
	Iteration 13Q: 3 clusters Score -699236.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -699303.875000 Penalty: 4321.855469
	Iteration 14Q: 3 clusters Score -699303.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -699370.562500 Penalty: 4321.855469
	Iteration 15Q: 3 clusters Score -699370.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -699429.125000 Penalty: 4321.855469
	Iteration 16Q: 3 clusters Score -699429.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -699480.187500 Penalty: 4321.855469
	Iteration 17Q: 3 clusters Score -699480.2 nChanged 96
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: -699529.062500 Penalty: 4321.855469
	Iteration 18Q: 3 clusters Score -699529.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -699599.937500 Penalty: 4321.855469
	Iteration 19Q: 3 clusters Score -699599.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699660.375000 Penalty: 4321.855469
	Iteration 20F: 3 clusters Score -699660.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -699718.375000 Penalty: 4321.855469
	Iteration 21Q: 3 clusters Score -699718.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -699772.375000 Penalty: 4321.855469
	Iteration 22Q: 3 clusters Score -699772.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -699810.875000 Penalty: 4321.855469
	Iteration 23Q: 3 clusters Score -699810.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -699837.937500 Penalty: 4321.855469
	Iteration 24Q: 3 clusters Score -699837.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -699862.187500 Penalty: 4321.855469
	Iteration 25Q: 3 clusters Score -699862.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -699881.562500 Penalty: 4321.855469
	Iteration 26Q: 3 clusters Score -699881.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -699904.687500 Penalty: 4321.855469
	Iteration 27Q: 3 clusters Score -699904.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -699924.000000 Penalty: 4321.855469
	Iteration 28Q: 3 clusters Score -699924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -699939.125000 Penalty: 4321.855469
	Iteration 29Q: 3 clusters Score -699939.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -699952.875000 Penalty: 4321.855469
	Iteration 30Q: 3 clusters Score -699952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -699965.937500 Penalty: 4321.855469
	Iteration 31Q: 3 clusters Score -699965.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -699974.812500 Penalty: 4321.855469
	Iteration 32Q: 3 clusters Score -699974.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -699986.125000 Penalty: 4321.855469
	Iteration 33Q: 3 clusters Score -699986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -699992.937500 Penalty: 4321.855469
	Iteration 34Q: 3 clusters Score -699992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -699997.562500 Penalty: 4321.855469
	Iteration 35Q: 3 clusters Score -699997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -700000.937500 Penalty: 4321.855469
	Iteration 36Q: 3 clusters Score -700000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -700006.375000 Penalty: 4321.855469
	Iteration 37Q: 3 clusters Score -700006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -700010.937500 Penalty: 4321.855469
	Iteration 38Q: 3 clusters Score -700010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -700015.062500 Penalty: 4321.855469
	Iteration 39Q: 3 clusters Score -700015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -700018.500000 Penalty: 4321.855469
	Iteration 40F: 3 clusters Score -700018.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -700024.812500 Penalty: 4321.855469
	Iteration 41Q: 3 clusters Score -700024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -700029.187500 Penalty: 4321.855469
	Iteration 42Q: 3 clusters Score -700029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -700031.625000 Penalty: 4321.855469
	Iteration 43Q: 3 clusters Score -700031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -700037.187500 Penalty: 4321.855469
	Iteration 44Q: 3 clusters Score -700037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700040.125000 Penalty: 4321.855469
	Iteration 45Q: 3 clusters Score -700040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -700042.312500 Penalty: 4321.855469
	Iteration 46Q: 3 clusters Score -700042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -700044.375000 Penalty: 4321.855469
	Iteration 47Q: 3 clusters Score -700044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -700046.687500 Penalty: 4321.855469
	Iteration 48Q: 3 clusters Score -700046.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700050.750000 Penalty: 4321.855469
	Iteration 49Q: 3 clusters Score -700050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -700055.500000 Penalty: 4321.855469
	Iteration 50Q: 3 clusters Score -700055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -700067.562500 Penalty: 4321.855469
	Iteration 51Q: 3 clusters Score -700067.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -700077.625000 Penalty: 4321.855469
	Iteration 52Q: 3 clusters Score -700077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -700082.250000 Penalty: 4321.855469
	Iteration 53Q: 3 clusters Score -700082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -700087.875000 Penalty: 4321.855469
	Iteration 54Q: 3 clusters Score -700087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -700090.125000 Penalty: 4321.855469
	Iteration 55Q: 3 clusters Score -700090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -700093.187500 Penalty: 4321.855469
	Iteration 56Q: 3 clusters Score -700093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -700094.750000 Penalty: 4321.855469
	Iteration 57Q: 3 clusters Score -700094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -700100.812500 Penalty: 4321.855469
	Iteration 58Q: 3 clusters Score -700100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -700103.687500 Penalty: 4321.855469
	Iteration 59Q: 3 clusters Score -700103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -700107.437500 Penalty: 4321.855469
	Iteration 60F: 3 clusters Score -700107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -700108.437500 Penalty: 4321.855469
	Iteration 61Q: 3 clusters Score -700108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -700110.250000 Penalty: 4321.855469
	Iteration 62Q: 3 clusters Score -700110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -700110.250000 Penalty: 4321.855469
	Iteration 63F: 3 clusters Score -700110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Entering Unmasked Estep 
Score: -2413263.500000 Penalty: 2459.610596
	Iteration 0F: 2 clusters Score -2413264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2398815.750000 Penalty: 4919.221191
	Iteration 0F: 3 clusters Score -2398816 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2403686.000000 Penalty: 4919.221191
	Iteration 1F: 3 clusters Score -2403686 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2404047.250000 Penalty: 4919.221191
	Iteration 2F: 3 clusters Score -2404047 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2404367.000000 Penalty: 4919.221191
	Iteration 3Q: 3 clusters Score -2404367 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2404691.750000 Penalty: 4919.221191
	Iteration 4Q: 3 clusters Score -2404692 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2405176.250000 Penalty: 4919.221191
	Iteration 5Q: 3 clusters Score -2405176 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2405929.500000 Penalty: 4919.221191
	Iteration 6F: 3 clusters Score -2405930 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2406992.750000 Penalty: 4919.221191
	Iteration 7F: 3 clusters Score -2406993 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2408156.250000 Penalty: 4919.221191
	Iteration 8F: 3 clusters Score -2408156 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2409345.500000 Penalty: 4919.221191
	Iteration 9F: 3 clusters Score -2409346 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2410322.250000 Penalty: 4919.221191
	Iteration 10F: 3 clusters Score -2410322 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2411140.250000 Penalty: 4919.221191
	Iteration 11Q: 3 clusters Score -2411140 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2411655.250000 Penalty: 4919.221191
	Iteration 12Q: 3 clusters Score -2411655 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2411841.250000 Penalty: 4919.221191
	Iteration 13Q: 3 clusters Score -2411841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2411917.500000 Penalty: 4919.221191
	Iteration 14Q: 3 clusters Score -2411918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2411949.250000 Penalty: 4919.221191
	Iteration 15Q: 3 clusters Score -2411949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2411962.500000 Penalty: 4919.221191
	Iteration 16Q: 3 clusters Score -2411962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2411976.750000 Penalty: 4919.221191
	Iteration 17Q: 3 clusters Score -2411977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2411976.000000 Penalty: 4919.221191
	Iteration 18Q: 3 clusters Score -2411976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2411978.500000 Penalty: 4919.221191
	Iteration 19Q: 3 clusters Score -2411978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2411977.500000 Penalty: 4919.221191
	Iteration 20F: 3 clusters Score -2411978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2411981.500000 Penalty: 4919.221191
	Iteration 21Q: 3 clusters Score -2411982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2411981.750000 Penalty: 4919.221191
	Iteration 22Q: 3 clusters Score -2411982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2411984.750000 Penalty: 4919.221191
	Iteration 23Q: 3 clusters Score -2411985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2411981.750000 Penalty: 4919.221191
	Iteration 24Q: 3 clusters Score -2411982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2411981.250000 Penalty: 4919.221191
	Iteration 25Q: 3 clusters Score -2411981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2411981.750000 Penalty: 4919.221191
	Iteration 26Q: 3 clusters Score -2411982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2411980.000000 Penalty: 4919.221191
	Iteration 27Q: 3 clusters Score -2411980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2411982.750000 Penalty: 4919.221191
	Iteration 28Q: 3 clusters Score -2411983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2411981.250000 Penalty: 4919.221191
	Iteration 29Q: 3 clusters Score -2411981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2411981.250000 Penalty: 4919.221191
	Iteration 30F: 3 clusters Score -2411981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -104251.468750 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -104251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102412.773438 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -102412.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103075.343750 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -103075.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -103706.398438 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -103706.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104175.867188 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -104175.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104459.695312 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -104459.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -104531.460938 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -104531.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104579.453125 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -104579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104599.429688 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -104599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104611.921875 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -104611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -104629.132812 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -104629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -104636.953125 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -104637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104643.570312 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -104643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104645.742188 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -104645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104647.773438 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -104647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104647.773438 Penalty: 3443.788818
	Iteration 14F: 3 clusters Score -104647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 82798 members 
Mstep: Class 3 contains 50586 members 
Mstep: Class 4 contains 58826 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 149828 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40947 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 200376 members 
Mstep: Class 13 contains 159978 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20288 members 
Mstep: Class 21 contains 260 members 
Mstep: Class 22 contains 32574 members 
Entering Unmasked Estep 
Score: -118052624.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118053976.000000 to -118052624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (32574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Entering Unmasked Estep 
Score: -3917117.250000 Penalty: 2577.034912
	Iteration 0F: 2 clusters Score -3917117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3894723.750000 Penalty: 5154.069824
	Iteration 0F: 3 clusters Score -3894724 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3902700.500000 Penalty: 5154.069824
	Iteration 1F: 3 clusters Score -3902700 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3903071.000000 Penalty: 5154.069824
	Iteration 2Q: 3 clusters Score -3903071 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3903363.750000 Penalty: 5154.069824
	Iteration 3Q: 3 clusters Score -3903364 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3903652.250000 Penalty: 5154.069824
	Iteration 4Q: 3 clusters Score -3903652 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3903958.000000 Penalty: 5154.069824
	Iteration 5Q: 3 clusters Score -3903958 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3904289.250000 Penalty: 5154.069824
	Iteration 6Q: 3 clusters Score -3904289 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3904702.250000 Penalty: 5154.069824
	Iteration 7Q: 3 clusters Score -3904702 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3905333.250000 Penalty: 5154.069824
	Iteration 8Q: 3 clusters Score -3905333 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3906274.750000 Penalty: 5154.069824
	Iteration 9F: 3 clusters Score -3906275 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3907692.750000 Penalty: 5154.069824
	Iteration 10F: 3 clusters Score -3907693 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3909564.000000 Penalty: 5154.069824
	Iteration 11F: 3 clusters Score -3909564 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3911625.250000 Penalty: 5154.069824
	Iteration 12F: 3 clusters Score -3911625 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3913250.750000 Penalty: 5154.069824
	Iteration 13F: 3 clusters Score -3913251 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3914090.000000 Penalty: 5154.069824
	Iteration 14Q: 3 clusters Score -3914090 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3914450.250000 Penalty: 5154.069824
	Iteration 15Q: 3 clusters Score -3914450 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -3914617.000000 Penalty: 5154.069824
	Iteration 16Q: 3 clusters Score -3914617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3914691.750000 Penalty: 5154.069824
	Iteration 17Q: 3 clusters Score -3914692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3914734.000000 Penalty: 5154.069824
	Iteration 18Q: 3 clusters Score -3914734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3914768.000000 Penalty: 5154.069824
	Iteration 19Q: 3 clusters Score -3914768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3914793.500000 Penalty: 5154.069824
	Iteration 20F: 3 clusters Score -3914794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3914810.000000 Penalty: 5154.069824
	Iteration 21Q: 3 clusters Score -3914810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3914822.500000 Penalty: 5154.069824
	Iteration 22Q: 3 clusters Score -3914822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3914827.250000 Penalty: 5154.069824
	Iteration 23Q: 3 clusters Score -3914827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3914832.750000 Penalty: 5154.069824
	Iteration 24Q: 3 clusters Score -3914833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3914839.250000 Penalty: 5154.069824
	Iteration 25Q: 3 clusters Score -3914839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3914850.250000 Penalty: 5154.069824
	Iteration 26Q: 3 clusters Score -3914850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3914856.000000 Penalty: 5154.069824
	Iteration 27Q: 3 clusters Score -3914856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3914856.000000 Penalty: 5154.069824
	Iteration 28F: 3 clusters Score -3914856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 82798 members 
Mstep: Class 3 contains 50586 members 
Mstep: Class 4 contains 58826 members 
Mstep: Class 6 contains 149828 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40947 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 200376 members 
Mstep: Class 13 contains 159978 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 20288 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 32574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053888.000000 Penalty: 54895.289062
Iteration 119Q: 17 clusters Score -1.180539e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 82816 members 
Mstep: Class 3 contains 50564 members 
Mstep: Class 4 contains 58827 members 
Mstep: Class 6 contains 149793 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40951 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 200370 members 
Mstep: Class 13 contains 159987 members 
Mstep: Class 14 contains 187042 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20278 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053816.000000 Penalty: 54895.289062
Iteration 120F: 17 clusters Score -1.180538e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 82834 members 
Mstep: Class 3 contains 50538 members 
Mstep: Class 4 contains 58830 members 
Mstep: Class 6 contains 149733 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40957 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 200406 members 
Mstep: Class 13 contains 159989 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 20267 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 54895.289062
Iteration 121Q: 17 clusters Score -1.18054e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 82849 members 
Mstep: Class 3 contains 50514 members 
Mstep: Class 4 contains 58834 members 
Mstep: Class 6 contains 149668 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40960 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 200447 members 
Mstep: Class 13 contains 159993 members 
Mstep: Class 14 contains 187045 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20247 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 54895.289062
Iteration 122Q: 17 clusters Score -1.18054e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82869 members 
Mstep: Class 3 contains 50476 members 
Mstep: Class 4 contains 58843 members 
Mstep: Class 6 contains 149608 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40963 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 200496 members 
Mstep: Class 13 contains 159996 members 
Mstep: Class 14 contains 187033 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053848.000000 Penalty: 54895.289062
Iteration 123Q: 17 clusters Score -1.180538e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 82887 members 
Mstep: Class 3 contains 50444 members 
Mstep: Class 4 contains 58850 members 
Mstep: Class 6 contains 149553 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 200546 members 
Mstep: Class 13 contains 159992 members 
Mstep: Class 14 contains 187022 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 17 contains 6087 members 
Mstep: Class 18 contains 20233 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053880.000000 Penalty: 54895.289062
Iteration 124Q: 17 clusters Score -1.180539e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 82909 members 
Mstep: Class 3 contains 50417 members 
Mstep: Class 4 contains 58856 members 
Mstep: Class 6 contains 149450 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40973 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 200603 members 
Mstep: Class 13 contains 160005 members 
Mstep: Class 14 contains 187020 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6090 members 
Mstep: Class 18 contains 20224 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053920.000000 Penalty: 54895.289062
Iteration 125Q: 17 clusters Score -1.180539e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 82931 members 
Mstep: Class 3 contains 50390 members 
Mstep: Class 4 contains 58856 members 
Mstep: Class 6 contains 149347 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40987 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 200681 members 
Mstep: Class 13 contains 160026 members 
Mstep: Class 14 contains 186992 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053952.000000 Penalty: 54895.289062
Iteration 126Q: 17 clusters Score -1.18054e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 82943 members 
Mstep: Class 3 contains 50367 members 
Mstep: Class 4 contains 58859 members 
Mstep: Class 6 contains 149252 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 40992 members 
Mstep: Class 11 contains 21785 members 
Mstep: Class 12 contains 200741 members 
Mstep: Class 13 contains 160048 members 
Mstep: Class 14 contains 186973 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6095 members 
Mstep: Class 18 contains 20202 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053904.000000 Penalty: 54895.289062
Iteration 127Q: 17 clusters Score -1.180539e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 82951 members 
Mstep: Class 3 contains 50340 members 
Mstep: Class 4 contains 58861 members 
Mstep: Class 6 contains 149167 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 41004 members 
Mstep: Class 11 contains 21784 members 
Mstep: Class 12 contains 200814 members 
Mstep: Class 13 contains 160041 members 
Mstep: Class 14 contains 186974 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 20188 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053808.000000 Penalty: 54895.289062
Iteration 128Q: 17 clusters Score -1.180538e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 82953 members 
Mstep: Class 3 contains 50315 members 
Mstep: Class 4 contains 58861 members 
Mstep: Class 6 contains 149074 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 9 contains 41009 members 
Mstep: Class 11 contains 21784 members 
Mstep: Class 12 contains 200888 members 
Mstep: Class 13 contains 160039 members 
Mstep: Class 14 contains 186972 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 20173 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 32958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053880.000000 Penalty: 54895.289062
Iteration 129Q: 17 clusters Score -1.180539e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 82965 members 
Mstep: Class 3 contains 50288 members 
Mstep: Class 4 contains 58865 members 
Mstep: Class 6 contains 148980 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41007 members 
Mstep: Class 11 contains 21781 members 
Mstep: Class 12 contains 200975 members 
Mstep: Class 13 contains 160024 members 
Mstep: Class 14 contains 186973 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 20160 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053920.000000 Penalty: 54895.289062
Iteration 130Q: 17 clusters Score -1.180539e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 82978 members 
Mstep: Class 3 contains 50274 members 
Mstep: Class 4 contains 58868 members 
Mstep: Class 6 contains 148908 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 11 contains 21779 members 
Mstep: Class 12 contains 201045 members 
Mstep: Class 13 contains 160008 members 
Mstep: Class 14 contains 186965 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 20142 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053976.000000 Penalty: 54895.289062
Iteration 131Q: 17 clusters Score -1.18054e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 82982 members 
Mstep: Class 3 contains 50257 members 
Mstep: Class 4 contains 58874 members 
Mstep: Class 6 contains 148825 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41006 members 
Mstep: Class 11 contains 21778 members 
Mstep: Class 12 contains 201127 members 
Mstep: Class 13 contains 160009 members 
Mstep: Class 14 contains 186949 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 20127 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054008.000000 Penalty: 54895.289062
Iteration 132Q: 17 clusters Score -1.18054e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 82982 members 
Mstep: Class 3 contains 50241 members 
Mstep: Class 4 contains 58880 members 
Mstep: Class 6 contains 148747 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41015 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 201183 members 
Mstep: Class 13 contains 159998 members 
Mstep: Class 14 contains 186950 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 20116 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 54895.289062
Iteration 133Q: 17 clusters Score -1.18054e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 82985 members 
Mstep: Class 3 contains 50224 members 
Mstep: Class 4 contains 58889 members 
Mstep: Class 6 contains 148664 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41033 members 
Mstep: Class 11 contains 21775 members 
Mstep: Class 12 contains 201250 members 
Mstep: Class 13 contains 160000 members 
Mstep: Class 14 contains 186938 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 20102 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053944.000000 Penalty: 54895.289062
Iteration 134Q: 17 clusters Score -1.180539e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 82989 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 6 contains 148574 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 9 contains 41043 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 201335 members 
Mstep: Class 13 contains 159995 members 
Mstep: Class 14 contains 186942 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 20092 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054056.000000 Penalty: 54895.289062
Iteration 135Q: 17 clusters Score -1.180541e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 82999 members 
Mstep: Class 3 contains 50179 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 6 contains 148484 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41054 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 201423 members 
Mstep: Class 13 contains 159988 members 
Mstep: Class 14 contains 186933 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 20081 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 33240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054104.000000 Penalty: 54895.289062
Iteration 136Q: 17 clusters Score -1.180541e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 83005 members 
Mstep: Class 3 contains 50160 members 
Mstep: Class 4 contains 58890 members 
Mstep: Class 6 contains 148387 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41059 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 201519 members 
Mstep: Class 13 contains 159979 members 
Mstep: Class 14 contains 186936 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 20077 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 33275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054040.000000 Penalty: 54895.289062
Iteration 137Q: 17 clusters Score -1.18054e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 83004 members 
Mstep: Class 3 contains 50134 members 
Mstep: Class 4 contains 58892 members 
Mstep: Class 6 contains 148294 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41065 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 201612 members 
Mstep: Class 13 contains 159971 members 
Mstep: Class 14 contains 186937 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 33317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054024.000000 Penalty: 54895.289062
Iteration 138Q: 17 clusters Score -1.18054e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 83008 members 
Mstep: Class 3 contains 50107 members 
Mstep: Class 4 contains 58890 members 
Mstep: Class 6 contains 148187 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41075 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 201726 members 
Mstep: Class 13 contains 159962 members 
Mstep: Class 14 contains 186934 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 20056 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 33353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053800.000000 Penalty: 54895.289062
Iteration 139Q: 17 clusters Score -1.180538e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 83012 members 
Mstep: Class 3 contains 50080 members 
Mstep: Class 4 contains 58891 members 
Mstep: Class 6 contains 148094 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 41091 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 201825 members 
Mstep: Class 13 contains 159951 members 
Mstep: Class 14 contains 186931 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 20051 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 33384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053928.000000 Penalty: 54895.289062
Iteration 140F: 17 clusters Score -1.180539e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 83019 members 
Mstep: Class 3 contains 50053 members 
Mstep: Class 4 contains 58895 members 
Mstep: Class 6 contains 148019 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 41110 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 201896 members 
Mstep: Class 13 contains 159945 members 
Mstep: Class 14 contains 186916 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 20041 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 33421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 54895.289062
Iteration 141Q: 17 clusters Score -1.18054e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 83027 members 
Mstep: Class 3 contains 50032 members 
Mstep: Class 4 contains 58899 members 
Mstep: Class 6 contains 147949 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 41121 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 201960 members 
Mstep: Class 13 contains 159922 members 
Mstep: Class 14 contains 186913 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 20030 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 33466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054064.000000 Penalty: 54895.289062
Iteration 142Q: 17 clusters Score -1.180541e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 83032 members 
Mstep: Class 3 contains 50012 members 
Mstep: Class 4 contains 58899 members 
Mstep: Class 6 contains 147877 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202051 members 
Mstep: Class 13 contains 159916 members 
Mstep: Class 14 contains 186898 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 20019 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 33492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054112.000000 Penalty: 54895.289062
Iteration 143Q: 17 clusters Score -1.180541e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 83031 members 
Mstep: Class 3 contains 50001 members 
Mstep: Class 4 contains 58900 members 
Mstep: Class 6 contains 147823 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 41147 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202095 members 
Mstep: Class 13 contains 159922 members 
Mstep: Class 14 contains 186893 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 33517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054032.000000 Penalty: 54895.289062
Iteration 144Q: 17 clusters Score -1.18054e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 83037 members 
Mstep: Class 3 contains 49976 members 
Mstep: Class 4 contains 58901 members 
Mstep: Class 6 contains 147765 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 41165 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202145 members 
Mstep: Class 13 contains 159913 members 
Mstep: Class 14 contains 186905 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 19990 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 33550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 54895.289062
Iteration 145Q: 17 clusters Score -1.18054e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 83049 members 
Mstep: Class 3 contains 49947 members 
Mstep: Class 4 contains 58902 members 
Mstep: Class 6 contains 147695 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 41177 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202223 members 
Mstep: Class 13 contains 159906 members 
Mstep: Class 14 contains 186898 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 19976 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 33582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053792.000000 Penalty: 54895.289062
Iteration 146Q: 17 clusters Score -1.180538e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 83049 members 
Mstep: Class 3 contains 49917 members 
Mstep: Class 4 contains 58903 members 
Mstep: Class 6 contains 147623 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41191 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202296 members 
Mstep: Class 13 contains 159896 members 
Mstep: Class 14 contains 186903 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 19959 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053704.000000 Penalty: 54895.289062
Iteration 147Q: 17 clusters Score -1.180537e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 83048 members 
Mstep: Class 3 contains 49902 members 
Mstep: Class 4 contains 58901 members 
Mstep: Class 6 contains 147546 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41208 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 202371 members 
Mstep: Class 13 contains 159875 members 
Mstep: Class 14 contains 186909 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 19944 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053848.000000 Penalty: 54895.289062
Iteration 148Q: 17 clusters Score -1.180538e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 83053 members 
Mstep: Class 3 contains 49880 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 6 contains 147466 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41215 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202452 members 
Mstep: Class 13 contains 159861 members 
Mstep: Class 14 contains 186911 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 19926 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053760.000000 Penalty: 54895.289062
Iteration 149Q: 17 clusters Score -1.180538e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 83053 members 
Mstep: Class 3 contains 49858 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 6 contains 147400 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41223 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202548 members 
Mstep: Class 13 contains 159826 members 
Mstep: Class 14 contains 186915 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 19905 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053832.000000 Penalty: 54895.289062
Iteration 150Q: 17 clusters Score -1.180538e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 83055 members 
Mstep: Class 3 contains 49836 members 
Mstep: Class 4 contains 58911 members 
Mstep: Class 6 contains 147306 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41235 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202645 members 
Mstep: Class 13 contains 159816 members 
Mstep: Class 14 contains 186901 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 19889 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053680.000000 Penalty: 54895.289062
Iteration 151Q: 17 clusters Score -1.180537e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 83057 members 
Mstep: Class 3 contains 49821 members 
Mstep: Class 4 contains 58918 members 
Mstep: Class 6 contains 147241 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41244 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202695 members 
Mstep: Class 13 contains 159816 members 
Mstep: Class 14 contains 186897 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053704.000000 Penalty: 54895.289062
Iteration 152Q: 17 clusters Score -1.180537e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 83057 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 58917 members 
Mstep: Class 6 contains 147161 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41253 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202751 members 
Mstep: Class 13 contains 159816 members 
Mstep: Class 14 contains 186895 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 19854 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053776.000000 Penalty: 54895.289062
Iteration 153Q: 17 clusters Score -1.180538e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 83067 members 
Mstep: Class 3 contains 49803 members 
Mstep: Class 4 contains 58920 members 
Mstep: Class 6 contains 147085 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41259 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202802 members 
Mstep: Class 13 contains 159805 members 
Mstep: Class 14 contains 186896 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19836 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053904.000000 Penalty: 54895.289062
Iteration 154Q: 17 clusters Score -1.180539e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 83068 members 
Mstep: Class 3 contains 49784 members 
Mstep: Class 4 contains 58922 members 
Mstep: Class 6 contains 147026 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41265 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202854 members 
Mstep: Class 13 contains 159803 members 
Mstep: Class 14 contains 186902 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19824 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053808.000000 Penalty: 54895.289062
Iteration 155Q: 17 clusters Score -1.180538e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 83063 members 
Mstep: Class 3 contains 49771 members 
Mstep: Class 4 contains 58923 members 
Mstep: Class 6 contains 146962 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41272 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202897 members 
Mstep: Class 13 contains 159817 members 
Mstep: Class 14 contains 186908 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 19811 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 33978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053776.000000 Penalty: 54895.289062
Iteration 156Q: 17 clusters Score -1.180538e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 83059 members 
Mstep: Class 3 contains 49758 members 
Mstep: Class 4 contains 58924 members 
Mstep: Class 6 contains 146899 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202932 members 
Mstep: Class 13 contains 159831 members 
Mstep: Class 14 contains 186915 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053808.000000 Penalty: 54895.289062
Iteration 157Q: 17 clusters Score -1.180538e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 83066 members 
Mstep: Class 3 contains 49738 members 
Mstep: Class 4 contains 58926 members 
Mstep: Class 6 contains 146826 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41298 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202956 members 
Mstep: Class 13 contains 159857 members 
Mstep: Class 14 contains 186920 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 19783 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053808.000000 Penalty: 54895.289062
Iteration 158Q: 17 clusters Score -1.180538e+08 nChanged 282
Entering ConstructFrom: 
Score: -118053808.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -310409.968750 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -310410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -307244.968750 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -307245 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -307812.812500 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -307812.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307971.125000 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -307971.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308061.875000 Penalty: 3936.051270
	Iteration 3Q: 3 clusters Score -308061.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -308117.812500 Penalty: 3936.051270
	Iteration 4Q: 3 clusters Score -308117.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -308169.000000 Penalty: 3936.051270
	Iteration 5Q: 3 clusters Score -308169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -308207.187500 Penalty: 3936.051270
	Iteration 6Q: 3 clusters Score -308207.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -308238.031250 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -308238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -308266.187500 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -308266.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -308289.937500 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -308289.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -308311.562500 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -308311.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -308339.593750 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -308339.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -308368.500000 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -308368.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -308406.281250 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -308406.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -308453.437500 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -308453.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -308506.500000 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -308506.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -308581.625000 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -308581.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -308669.812500 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -308669.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -308796.750000 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -308796.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308949.500000 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -308949.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -309074.218750 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -309074.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -309177.218750 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -309177.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -309243.062500 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -309243.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -309293.093750 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -309293.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -309338.093750 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -309338.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309376.718750 Penalty: 3936.051270
	Iteration 25Q: 3 clusters Score -309376.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -309411.062500 Penalty: 3936.051270
	Iteration 26Q: 3 clusters Score -309411.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -309433.281250 Penalty: 3936.051270
	Iteration 27Q: 3 clusters Score -309433.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -309448.812500 Penalty: 3936.051270
	Iteration 28Q: 3 clusters Score -309448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -309460.156250 Penalty: 3936.051270
	Iteration 29Q: 3 clusters Score -309460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -309469.031250 Penalty: 3936.051270
	Iteration 30Q: 3 clusters Score -309469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -309474.500000 Penalty: 3936.051270
	Iteration 31Q: 3 clusters Score -309474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -309478.562500 Penalty: 3936.051270
	Iteration 32Q: 3 clusters Score -309478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -309481.843750 Penalty: 3936.051270
	Iteration 33Q: 3 clusters Score -309481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -309485.781250 Penalty: 3936.051270
	Iteration 34Q: 3 clusters Score -309485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -309489.312500 Penalty: 3936.051270
	Iteration 35Q: 3 clusters Score -309489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -309495.250000 Penalty: 3936.051270
	Iteration 36Q: 3 clusters Score -309495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -309498.843750 Penalty: 3936.051270
	Iteration 37Q: 3 clusters Score -309498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -309501.656250 Penalty: 3936.051270
	Iteration 38Q: 3 clusters Score -309501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -309504.500000 Penalty: 3936.051270
	Iteration 39Q: 3 clusters Score -309504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -309506.406250 Penalty: 3936.051270
	Iteration 40F: 3 clusters Score -309506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -309506.500000 Penalty: 3936.051270
	Iteration 41Q: 3 clusters Score -309506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -309506.500000 Penalty: 3936.051270
	Iteration 42F: 3 clusters Score -309506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Entering Unmasked Estep 
Score: -9859730.000000 Penalty: 2809.210938
	Iteration 0F: 2 clusters Score -9859730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -9804304.000000 Penalty: 5618.421875
	Iteration 0F: 3 clusters Score -9804304 nChanged 38759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -9826255.000000 Penalty: 5618.421875
	Iteration 1F: 3 clusters Score -9826255 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -9826780.000000 Penalty: 5618.421875
	Iteration 2Q: 3 clusters Score -9826780 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -9827324.000000 Penalty: 5618.421875
	Iteration 3Q: 3 clusters Score -9827324 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -9827859.000000 Penalty: 5618.421875
	Iteration 4Q: 3 clusters Score -9827859 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -9828400.000000 Penalty: 5618.421875
	Iteration 5Q: 3 clusters Score -9828400 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -9828944.000000 Penalty: 5618.421875
	Iteration 6Q: 3 clusters Score -9828944 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -9829545.000000 Penalty: 5618.421875
	Iteration 7Q: 3 clusters Score -9829545 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -9830247.000000 Penalty: 5618.421875
	Iteration 8Q: 3 clusters Score -9830247 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -9831075.000000 Penalty: 5618.421875
	Iteration 9Q: 3 clusters Score -9831075 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -9832074.000000 Penalty: 5618.421875
	Iteration 10Q: 3 clusters Score -9832074 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -9833364.000000 Penalty: 5618.421875
	Iteration 11Q: 3 clusters Score -9833364 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -9835282.000000 Penalty: 5618.421875
	Iteration 12Q: 3 clusters Score -9835282 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -9838351.000000 Penalty: 5618.421875
	Iteration 13F: 3 clusters Score -9838351 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -9842487.000000 Penalty: 5618.421875
	Iteration 14F: 3 clusters Score -9842487 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -9847270.000000 Penalty: 5618.421875
	Iteration 15F: 3 clusters Score -9847270 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -9851486.000000 Penalty: 5618.421875
	Iteration 16F: 3 clusters Score -9851486 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -9854462.000000 Penalty: 5618.421875
	Iteration 17Q: 3 clusters Score -9854462 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9855941.000000 Penalty: 5618.421875
	Iteration 18Q: 3 clusters Score -9855941 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9856644.000000 Penalty: 5618.421875
	Iteration 19Q: 3 clusters Score -9856644 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9856976.000000 Penalty: 5618.421875
	Iteration 20F: 3 clusters Score -9856976 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9857136.000000 Penalty: 5618.421875
	Iteration 21Q: 3 clusters Score -9857136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9857233.000000 Penalty: 5618.421875
	Iteration 22Q: 3 clusters Score -9857233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9857278.000000 Penalty: 5618.421875
	Iteration 23Q: 3 clusters Score -9857278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9857311.000000 Penalty: 5618.421875
	Iteration 24Q: 3 clusters Score -9857311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9857342.000000 Penalty: 5618.421875
	Iteration 25Q: 3 clusters Score -9857342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9857380.000000 Penalty: 5618.421875
	Iteration 26Q: 3 clusters Score -9857380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9857389.000000 Penalty: 5618.421875
	Iteration 27Q: 3 clusters Score -9857389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9857403.000000 Penalty: 5618.421875
	Iteration 28Q: 3 clusters Score -9857403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9857420.000000 Penalty: 5618.421875
	Iteration 29Q: 3 clusters Score -9857420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9857427.000000 Penalty: 5618.421875
	Iteration 30Q: 3 clusters Score -9857427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9857450.000000 Penalty: 5618.421875
	Iteration 31Q: 3 clusters Score -9857450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9857470.000000 Penalty: 5618.421875
	Iteration 32Q: 3 clusters Score -9857470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9857470.000000 Penalty: 5618.421875
	Iteration 33Q: 3 clusters Score -9857470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9857476.000000 Penalty: 5618.421875
	Iteration 34Q: 3 clusters Score -9857476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9857484.000000 Penalty: 5618.421875
	Iteration 35Q: 3 clusters Score -9857484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9857484.000000 Penalty: 5618.421875
	Iteration 36Q: 3 clusters Score -9857484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9857488.000000 Penalty: 5618.421875
	Iteration 37Q: 3 clusters Score -9857488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9857486.000000 Penalty: 5618.421875
	Iteration 38Q: 3 clusters Score -9857486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9857484.000000 Penalty: 5618.421875
	Iteration 39Q: 3 clusters Score -9857484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9857483.000000 Penalty: 5618.421875
	Iteration 40F: 3 clusters Score -9857483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Entering Unmasked Estep 
Score: -5681612.000000 Penalty: 2681.912354
	Iteration 0F: 2 clusters Score -5681612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -5648113.500000 Penalty: 5363.824707
	Iteration 0F: 3 clusters Score -5648114 nChanged 22835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -5660722.500000 Penalty: 5363.824707
	Iteration 1F: 3 clusters Score -5660722 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5661229.500000 Penalty: 5363.824707
	Iteration 2Q: 3 clusters Score -5661230 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5661740.500000 Penalty: 5363.824707
	Iteration 3Q: 3 clusters Score -5661740 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -5662309.500000 Penalty: 5363.824707
	Iteration 4Q: 3 clusters Score -5662310 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5663084.500000 Penalty: 5363.824707
	Iteration 5Q: 3 clusters Score -5663084 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5664205.000000 Penalty: 5363.824707
	Iteration 6Q: 3 clusters Score -5664205 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -5666176.500000 Penalty: 5363.824707
	Iteration 7F: 3 clusters Score -5666176 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5669073.500000 Penalty: 5363.824707
	Iteration 8F: 3 clusters Score -5669074 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5672782.500000 Penalty: 5363.824707
	Iteration 9F: 3 clusters Score -5672782 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5675916.500000 Penalty: 5363.824707
	Iteration 10F: 3 clusters Score -5675916 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5677794.000000 Penalty: 5363.824707
	Iteration 11Q: 3 clusters Score -5677794 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -5678630.000000 Penalty: 5363.824707
	Iteration 12Q: 3 clusters Score -5678630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -5678987.500000 Penalty: 5363.824707
	Iteration 13Q: 3 clusters Score -5678988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -5679120.500000 Penalty: 5363.824707
	Iteration 14Q: 3 clusters Score -5679120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -5679173.500000 Penalty: 5363.824707
	Iteration 15Q: 3 clusters Score -5679174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -5679213.500000 Penalty: 5363.824707
	Iteration 16Q: 3 clusters Score -5679214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -5679246.500000 Penalty: 5363.824707
	Iteration 17Q: 3 clusters Score -5679246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -5679263.500000 Penalty: 5363.824707
	Iteration 18Q: 3 clusters Score -5679264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -5679277.000000 Penalty: 5363.824707
	Iteration 19Q: 3 clusters Score -5679277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5679276.500000 Penalty: 5363.824707
	Iteration 20F: 3 clusters Score -5679276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -5679282.000000 Penalty: 5363.824707
	Iteration 21Q: 3 clusters Score -5679282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5679283.500000 Penalty: 5363.824707
	Iteration 22Q: 3 clusters Score -5679284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5679283.500000 Penalty: 5363.824707
	Iteration 23F: 3 clusters Score -5679284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Entering Unmasked Estep 
Score: -6970202.000000 Penalty: 2724.041260
	Iteration 0F: 2 clusters Score -6970202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -6930776.500000 Penalty: 5448.082520
	Iteration 0F: 3 clusters Score -6930776 nChanged 27289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6946865.500000 Penalty: 5448.082520
	Iteration 1F: 3 clusters Score -6946866 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -6948764.500000 Penalty: 5448.082520
	Iteration 2F: 3 clusters Score -6948764 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6951759.500000 Penalty: 5448.082520
	Iteration 3F: 3 clusters Score -6951760 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -6955695.500000 Penalty: 5448.082520
	Iteration 4F: 3 clusters Score -6955696 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6959730.000000 Penalty: 5448.082520
	Iteration 5F: 3 clusters Score -6959730 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6962834.500000 Penalty: 5448.082520
	Iteration 6F: 3 clusters Score -6962834 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6964825.500000 Penalty: 5448.082520
	Iteration 7Q: 3 clusters Score -6964826 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -6966073.000000 Penalty: 5448.082520
	Iteration 8Q: 3 clusters Score -6966073 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -6966807.500000 Penalty: 5448.082520
	Iteration 9Q: 3 clusters Score -6966808 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6967249.000000 Penalty: 5448.082520
	Iteration 10Q: 3 clusters Score -6967249 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -6967585.500000 Penalty: 5448.082520
	Iteration 11Q: 3 clusters Score -6967586 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -6967768.500000 Penalty: 5448.082520
	Iteration 12Q: 3 clusters Score -6967768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -6967903.000000 Penalty: 5448.082520
	Iteration 13Q: 3 clusters Score -6967903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -6968027.500000 Penalty: 5448.082520
	Iteration 14Q: 3 clusters Score -6968028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -6968089.500000 Penalty: 5448.082520
	Iteration 15Q: 3 clusters Score -6968090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -6968113.000000 Penalty: 5448.082520
	Iteration 16Q: 3 clusters Score -6968113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -6968141.500000 Penalty: 5448.082520
	Iteration 17Q: 3 clusters Score -6968142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -6968160.000000 Penalty: 5448.082520
	Iteration 18Q: 3 clusters Score -6968160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -6968170.500000 Penalty: 5448.082520
	Iteration 19Q: 3 clusters Score -6968170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6968178.000000 Penalty: 5448.082520
	Iteration 20F: 3 clusters Score -6968178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -6968187.500000 Penalty: 5448.082520
	Iteration 21Q: 3 clusters Score -6968188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -6968195.000000 Penalty: 5448.082520
	Iteration 22Q: 3 clusters Score -6968195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -6968187.000000 Penalty: 5448.082520
	Iteration 23Q: 3 clusters Score -6968187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -6968196.500000 Penalty: 5448.082520
	Iteration 24Q: 3 clusters Score -6968196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -6968195.000000 Penalty: 5448.082520
	Iteration 25Q: 3 clusters Score -6968195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -6968199.000000 Penalty: 5448.082520
	Iteration 26Q: 3 clusters Score -6968199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -6968201.500000 Penalty: 5448.082520
	Iteration 27Q: 3 clusters Score -6968202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -6968201.500000 Penalty: 5448.082520
	Iteration 28F: 3 clusters Score -6968202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (146775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Entering Unmasked Estep 
Score: -17377904.000000 Penalty: 2950.370605
	Iteration 0F: 2 clusters Score -1.73779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -17279700.000000 Penalty: 5900.741211
	Iteration 0F: 3 clusters Score -1.72797e+07 nChanged 70173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -17320304.000000 Penalty: 5900.741211
	Iteration 1F: 3 clusters Score -1.73203e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -17320866.000000 Penalty: 5900.741211
	Iteration 2Q: 3 clusters Score -1.732087e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -17321428.000000 Penalty: 5900.741211
	Iteration 3Q: 3 clusters Score -1.732143e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -17322078.000000 Penalty: 5900.741211
	Iteration 4Q: 3 clusters Score -1.732208e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 69695 members 
Entering Unmasked Estep 
Score: -17322808.000000 Penalty: 5900.741211
	Iteration 5Q: 3 clusters Score -1.732281e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -17323926.000000 Penalty: 5900.741211
	Iteration 6Q: 3 clusters Score -1.732393e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -17325636.000000 Penalty: 5900.741211
	Iteration 7Q: 3 clusters Score -1.732564e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -17328616.000000 Penalty: 5900.741211
	Iteration 8Q: 3 clusters Score -1.732862e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -17333500.000000 Penalty: 5900.741211
	Iteration 9F: 3 clusters Score -1.73335e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -17341204.000000 Penalty: 5900.741211
	Iteration 10F: 3 clusters Score -1.73412e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -17350564.000000 Penalty: 5900.741211
	Iteration 11F: 3 clusters Score -1.735056e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -17359334.000000 Penalty: 5900.741211
	Iteration 12F: 3 clusters Score -1.735933e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127330 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -17365608.000000 Penalty: 5900.741211
	Iteration 13Q: 3 clusters Score -1.736561e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -17369094.000000 Penalty: 5900.741211
	Iteration 14Q: 3 clusters Score -1.736909e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -17371112.000000 Penalty: 5900.741211
	Iteration 15Q: 3 clusters Score -1.737111e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -17372224.000000 Penalty: 5900.741211
	Iteration 16Q: 3 clusters Score -1.737222e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -17372950.000000 Penalty: 5900.741211
	Iteration 17Q: 3 clusters Score -1.737295e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137202 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -17373504.000000 Penalty: 5900.741211
	Iteration 18Q: 3 clusters Score -1.73735e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138117 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -17373948.000000 Penalty: 5900.741211
	Iteration 19Q: 3 clusters Score -1.737395e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -17374358.000000 Penalty: 5900.741211
	Iteration 20F: 3 clusters Score -1.737436e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139664 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -17374682.000000 Penalty: 5900.741211
	Iteration 21Q: 3 clusters Score -1.737468e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -17374886.000000 Penalty: 5900.741211
	Iteration 22Q: 3 clusters Score -1.737489e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140783 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -17375024.000000 Penalty: 5900.741211
	Iteration 23Q: 3 clusters Score -1.737502e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -17375174.000000 Penalty: 5900.741211
	Iteration 24Q: 3 clusters Score -1.737517e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141647 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -17375292.000000 Penalty: 5900.741211
	Iteration 25Q: 3 clusters Score -1.737529e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -17375360.000000 Penalty: 5900.741211
	Iteration 26Q: 3 clusters Score -1.737536e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -17375460.000000 Penalty: 5900.741211
	Iteration 27Q: 3 clusters Score -1.737546e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142536 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -17375456.000000 Penalty: 5900.741211
	Iteration 28Q: 3 clusters Score -1.737546e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -17375528.000000 Penalty: 5900.741211
	Iteration 29Q: 3 clusters Score -1.737553e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17375610.000000 Penalty: 5900.741211
	Iteration 30Q: 3 clusters Score -1.737561e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17375650.000000 Penalty: 5900.741211
	Iteration 31Q: 3 clusters Score -1.737565e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143358 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -17375692.000000 Penalty: 5900.741211
	Iteration 32Q: 3 clusters Score -1.737569e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -17375710.000000 Penalty: 5900.741211
	Iteration 33Q: 3 clusters Score -1.737571e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -17375748.000000 Penalty: 5900.741211
	Iteration 34Q: 3 clusters Score -1.737575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -17375784.000000 Penalty: 5900.741211
	Iteration 35Q: 3 clusters Score -1.737578e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143894 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -17375776.000000 Penalty: 5900.741211
	Iteration 36Q: 3 clusters Score -1.737578e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17375792.000000 Penalty: 5900.741211
	Iteration 37Q: 3 clusters Score -1.737579e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17375812.000000 Penalty: 5900.741211
	Iteration 38Q: 3 clusters Score -1.737581e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -17375866.000000 Penalty: 5900.741211
	Iteration 39Q: 3 clusters Score -1.737587e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -17375864.000000 Penalty: 5900.741211
	Iteration 40F: 3 clusters Score -1.737586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -17375876.000000 Penalty: 5900.741211
	Iteration 41Q: 3 clusters Score -1.737588e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144412 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -17375894.000000 Penalty: 5900.741211
	Iteration 42Q: 3 clusters Score -1.737589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144462 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -17375912.000000 Penalty: 5900.741211
	Iteration 43Q: 3 clusters Score -1.737591e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144505 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -17375924.000000 Penalty: 5900.741211
	Iteration 44Q: 3 clusters Score -1.737592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17375948.000000 Penalty: 5900.741211
	Iteration 45Q: 3 clusters Score -1.737595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17375950.000000 Penalty: 5900.741211
	Iteration 46Q: 3 clusters Score -1.737595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17375966.000000 Penalty: 5900.741211
	Iteration 47Q: 3 clusters Score -1.737597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144610 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17375954.000000 Penalty: 5900.741211
	Iteration 48Q: 3 clusters Score -1.737595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17375982.000000 Penalty: 5900.741211
	Iteration 49Q: 3 clusters Score -1.737598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144630 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17375980.000000 Penalty: 5900.741211
	Iteration 50Q: 3 clusters Score -1.737598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17376006.000000 Penalty: 5900.741211
	Iteration 51Q: 3 clusters Score -1.737601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17375986.000000 Penalty: 5900.741211
	Iteration 52Q: 3 clusters Score -1.737599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17375996.000000 Penalty: 5900.741211
	Iteration 53Q: 3 clusters Score -1.7376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144661 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17375988.000000 Penalty: 5900.741211
	Iteration 54Q: 3 clusters Score -1.737599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -17375992.000000 Penalty: 5900.741211
	Iteration 55Q: 3 clusters Score -1.737599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17375996.000000 Penalty: 5900.741211
	Iteration 56Q: 3 clusters Score -1.7376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17376012.000000 Penalty: 5900.741211
	Iteration 57Q: 3 clusters Score -1.737601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144682 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -17375992.000000 Penalty: 5900.741211
	Iteration 58Q: 3 clusters Score -1.737599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144686 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17376004.000000 Penalty: 5900.741211
	Iteration 59Q: 3 clusters Score -1.7376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17376004.000000 Penalty: 5900.741211
	Iteration 60F: 3 clusters Score -1.7376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -17376010.000000 Penalty: 5900.741211
	Iteration 61Q: 3 clusters Score -1.737601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -17376012.000000 Penalty: 5900.741211
	Iteration 62Q: 3 clusters Score -1.737601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -17376018.000000 Penalty: 5900.741211
	Iteration 63Q: 3 clusters Score -1.737602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17376016.000000 Penalty: 5900.741211
	Iteration 64Q: 3 clusters Score -1.737602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -17376016.000000 Penalty: 5900.741211
	Iteration 65Q: 3 clusters Score -1.737602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -17376024.000000 Penalty: 5900.741211
	Iteration 66Q: 3 clusters Score -1.737602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17376028.000000 Penalty: 5900.741211
	Iteration 67Q: 3 clusters Score -1.737603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -17376016.000000 Penalty: 5900.741211
	Iteration 68Q: 3 clusters Score -1.737602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17376010.000000 Penalty: 5900.741211
	Iteration 69Q: 3 clusters Score -1.737601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144771 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17376008.000000 Penalty: 5900.741211
	Iteration 70Q: 3 clusters Score -1.737601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144772 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 5900.741211
	Iteration 71Q: 3 clusters Score -1.7376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -17376004.000000 Penalty: 5900.741211
	Iteration 72Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17376008.000000 Penalty: 5900.741211
	Iteration 73Q: 3 clusters Score -1.737601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 5900.741211
	Iteration 74Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17376002.000000 Penalty: 5900.741211
	Iteration 75Q: 3 clusters Score -1.7376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17376004.000000 Penalty: 5900.741211
	Iteration 76Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144781 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17375998.000000 Penalty: 5900.741211
	Iteration 77Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17376000.000000 Penalty: 5900.741211
	Iteration 78Q: 3 clusters Score -1.7376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17375998.000000 Penalty: 5900.741211
	Iteration 79Q: 3 clusters Score -1.7376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144786 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17376000.000000 Penalty: 5900.741211
	Iteration 80F: 3 clusters Score -1.7376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -141253.218750 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -141253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139178.250000 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -139178.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139487.703125 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -139487.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139578.328125 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -139578.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139616.937500 Penalty: 3546.748047
	Iteration 3Q: 3 clusters Score -139616.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139635.484375 Penalty: 3546.748047
	Iteration 4Q: 3 clusters Score -139635.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139643.859375 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -139643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139647.312500 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -139647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139650.421875 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -139650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139652.250000 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -139652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139654.968750 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -139655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139656.031250 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -139656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139659.078125 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -139659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139661.546875 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -139661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139662.156250 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -139662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139662.156250 Penalty: 3546.748047
	Iteration 14F: 3 clusters Score -139662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Entering Unmasked Estep 
Score: -4920712.000000 Penalty: 2635.957275
	Iteration 0F: 2 clusters Score -4920712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4892682.000000 Penalty: 5271.914551
	Iteration 0F: 3 clusters Score -4892682 nChanged 18966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4903110.500000 Penalty: 5271.914551
	Iteration 1F: 3 clusters Score -4903110 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4903706.000000 Penalty: 5271.914551
	Iteration 2Q: 3 clusters Score -4903706 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4904412.000000 Penalty: 5271.914551
	Iteration 3Q: 3 clusters Score -4904412 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4905392.000000 Penalty: 5271.914551
	Iteration 4Q: 3 clusters Score -4905392 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4906782.000000 Penalty: 5271.914551
	Iteration 5F: 3 clusters Score -4906782 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4908860.500000 Penalty: 5271.914551
	Iteration 6F: 3 clusters Score -4908860 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4911612.000000 Penalty: 5271.914551
	Iteration 7F: 3 clusters Score -4911612 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4914135.000000 Penalty: 5271.914551
	Iteration 8F: 3 clusters Score -4914135 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4916101.000000 Penalty: 5271.914551
	Iteration 9F: 3 clusters Score -4916101 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4917323.500000 Penalty: 5271.914551
	Iteration 10Q: 3 clusters Score -4917324 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4918042.000000 Penalty: 5271.914551
	Iteration 11Q: 3 clusters Score -4918042 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4918494.000000 Penalty: 5271.914551
	Iteration 12Q: 3 clusters Score -4918494 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4918787.500000 Penalty: 5271.914551
	Iteration 13Q: 3 clusters Score -4918788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4919039.000000 Penalty: 5271.914551
	Iteration 14Q: 3 clusters Score -4919039 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4919280.500000 Penalty: 5271.914551
	Iteration 15Q: 3 clusters Score -4919280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4919458.500000 Penalty: 5271.914551
	Iteration 16Q: 3 clusters Score -4919458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4919563.000000 Penalty: 5271.914551
	Iteration 17Q: 3 clusters Score -4919563 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4919640.500000 Penalty: 5271.914551
	Iteration 18Q: 3 clusters Score -4919640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4919675.500000 Penalty: 5271.914551
	Iteration 19Q: 3 clusters Score -4919676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4919695.000000 Penalty: 5271.914551
	Iteration 20F: 3 clusters Score -4919695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4919714.500000 Penalty: 5271.914551
	Iteration 21Q: 3 clusters Score -4919714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4919728.000000 Penalty: 5271.914551
	Iteration 22Q: 3 clusters Score -4919728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4919734.500000 Penalty: 5271.914551
	Iteration 23Q: 3 clusters Score -4919734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4919753.000000 Penalty: 5271.914551
	Iteration 24Q: 3 clusters Score -4919753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4919753.000000 Penalty: 5271.914551
	Iteration 25Q: 3 clusters Score -4919753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4919751.000000 Penalty: 5271.914551
	Iteration 26Q: 3 clusters Score -4919751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4919748.500000 Penalty: 5271.914551
	Iteration 27Q: 3 clusters Score -4919748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4919759.500000 Penalty: 5271.914551
	Iteration 28Q: 3 clusters Score -4919760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4919754.500000 Penalty: 5271.914551
	Iteration 29Q: 3 clusters Score -4919754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4919758.000000 Penalty: 5271.914551
	Iteration 30Q: 3 clusters Score -4919758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4919762.500000 Penalty: 5271.914551
	Iteration 31Q: 3 clusters Score -4919762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4919768.000000 Penalty: 5271.914551
	Iteration 32Q: 3 clusters Score -4919768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4919760.000000 Penalty: 5271.914551
	Iteration 33Q: 3 clusters Score -4919760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4919760.000000 Penalty: 5271.914551
	Iteration 34Q: 3 clusters Score -4919760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4919760.000000 Penalty: 5271.914551
	Iteration 35Q: 3 clusters Score -4919760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4919764.500000 Penalty: 5271.914551
	Iteration 36Q: 3 clusters Score -4919764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4919766.000000 Penalty: 5271.914551
	Iteration 37Q: 3 clusters Score -4919766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4919764.000000 Penalty: 5271.914551
	Iteration 38Q: 3 clusters Score -4919764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4919761.000000 Penalty: 5271.914551
	Iteration 39Q: 3 clusters Score -4919761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4919766.500000 Penalty: 5271.914551
	Iteration 40F: 3 clusters Score -4919766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4919774.000000 Penalty: 5271.914551
	Iteration 41Q: 3 clusters Score -4919774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4919769.000000 Penalty: 5271.914551
	Iteration 42Q: 3 clusters Score -4919769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4919767.500000 Penalty: 5271.914551
	Iteration 43Q: 3 clusters Score -4919768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4919770.500000 Penalty: 5271.914551
	Iteration 44Q: 3 clusters Score -4919770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4919767.000000 Penalty: 5271.914551
	Iteration 45Q: 3 clusters Score -4919767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4919767.500000 Penalty: 5271.914551
	Iteration 46Q: 3 clusters Score -4919768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4919767.000000 Penalty: 5271.914551
	Iteration 47Q: 3 clusters Score -4919767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4919766.000000 Penalty: 5271.914551
	Iteration 48Q: 3 clusters Score -4919766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4919766.000000 Penalty: 5271.914551
	Iteration 49F: 3 clusters Score -4919766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Entering Unmasked Estep 
Score: -2528170.000000 Penalty: 2477.129639
	Iteration 0F: 2 clusters Score -2528170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2512907.500000 Penalty: 4954.259277
	Iteration 0F: 3 clusters Score -2512908 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2518513.500000 Penalty: 4954.259277
	Iteration 1F: 3 clusters Score -2518514 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2519785.750000 Penalty: 4954.259277
	Iteration 2F: 3 clusters Score -2519786 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2521581.000000 Penalty: 4954.259277
	Iteration 3F: 3 clusters Score -2521581 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2523398.750000 Penalty: 4954.259277
	Iteration 4F: 3 clusters Score -2523399 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2524615.500000 Penalty: 4954.259277
	Iteration 5F: 3 clusters Score -2524616 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2525321.000000 Penalty: 4954.259277
	Iteration 6F: 3 clusters Score -2525321 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2525742.250000 Penalty: 4954.259277
	Iteration 7Q: 3 clusters Score -2525742 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2526032.750000 Penalty: 4954.259277
	Iteration 8Q: 3 clusters Score -2526033 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2526247.250000 Penalty: 4954.259277
	Iteration 9Q: 3 clusters Score -2526247 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2526405.750000 Penalty: 4954.259277
	Iteration 10Q: 3 clusters Score -2526406 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2526520.250000 Penalty: 4954.259277
	Iteration 11Q: 3 clusters Score -2526520 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2526605.750000 Penalty: 4954.259277
	Iteration 12Q: 3 clusters Score -2526606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2526680.500000 Penalty: 4954.259277
	Iteration 13Q: 3 clusters Score -2526680 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2526728.500000 Penalty: 4954.259277
	Iteration 14Q: 3 clusters Score -2526728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2526763.750000 Penalty: 4954.259277
	Iteration 15Q: 3 clusters Score -2526764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2526792.500000 Penalty: 4954.259277
	Iteration 16Q: 3 clusters Score -2526792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2526812.500000 Penalty: 4954.259277
	Iteration 17Q: 3 clusters Score -2526812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2526836.750000 Penalty: 4954.259277
	Iteration 18Q: 3 clusters Score -2526837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2526854.000000 Penalty: 4954.259277
	Iteration 19Q: 3 clusters Score -2526854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2526876.250000 Penalty: 4954.259277
	Iteration 20F: 3 clusters Score -2526876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2526885.500000 Penalty: 4954.259277
	Iteration 21Q: 3 clusters Score -2526886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2526899.750000 Penalty: 4954.259277
	Iteration 22Q: 3 clusters Score -2526900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2526911.750000 Penalty: 4954.259277
	Iteration 23Q: 3 clusters Score -2526912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2526921.250000 Penalty: 4954.259277
	Iteration 24Q: 3 clusters Score -2526921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2526935.750000 Penalty: 4954.259277
	Iteration 25Q: 3 clusters Score -2526936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2526944.000000 Penalty: 4954.259277
	Iteration 26Q: 3 clusters Score -2526944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2526948.750000 Penalty: 4954.259277
	Iteration 27Q: 3 clusters Score -2526949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2526951.500000 Penalty: 4954.259277
	Iteration 28Q: 3 clusters Score -2526952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2526961.000000 Penalty: 4954.259277
	Iteration 29Q: 3 clusters Score -2526961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2526958.750000 Penalty: 4954.259277
	Iteration 30Q: 3 clusters Score -2526959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2526959.750000 Penalty: 4954.259277
	Iteration 31Q: 3 clusters Score -2526960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2526958.500000 Penalty: 4954.259277
	Iteration 32Q: 3 clusters Score -2526958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2526963.500000 Penalty: 4954.259277
	Iteration 33Q: 3 clusters Score -2526964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2526963.250000 Penalty: 4954.259277
	Iteration 34Q: 3 clusters Score -2526963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2526962.750000 Penalty: 4954.259277
	Iteration 35Q: 3 clusters Score -2526963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2526970.000000 Penalty: 4954.259277
	Iteration 36Q: 3 clusters Score -2526970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2526980.750000 Penalty: 4954.259277
	Iteration 37Q: 3 clusters Score -2526981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2526993.250000 Penalty: 4954.259277
	Iteration 38Q: 3 clusters Score -2526993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2527002.500000 Penalty: 4954.259277
	Iteration 39Q: 3 clusters Score -2527002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2526998.750000 Penalty: 4954.259277
	Iteration 40F: 3 clusters Score -2526999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2527009.000000 Penalty: 4954.259277
	Iteration 41Q: 3 clusters Score -2527009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2527018.250000 Penalty: 4954.259277
	Iteration 42Q: 3 clusters Score -2527018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2527023.500000 Penalty: 4954.259277
	Iteration 43Q: 3 clusters Score -2527024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2527020.500000 Penalty: 4954.259277
	Iteration 44Q: 3 clusters Score -2527020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2527029.500000 Penalty: 4954.259277
	Iteration 45Q: 3 clusters Score -2527030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2527033.500000 Penalty: 4954.259277
	Iteration 46Q: 3 clusters Score -2527034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2527035.500000 Penalty: 4954.259277
	Iteration 47Q: 3 clusters Score -2527036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2527035.750000 Penalty: 4954.259277
	Iteration 48Q: 3 clusters Score -2527036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2527031.000000 Penalty: 4954.259277
	Iteration 49Q: 3 clusters Score -2527031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2527034.500000 Penalty: 4954.259277
	Iteration 50Q: 3 clusters Score -2527034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2527034.250000 Penalty: 4954.259277
	Iteration 51Q: 3 clusters Score -2527034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2527033.000000 Penalty: 4954.259277
	Iteration 52Q: 3 clusters Score -2527033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2527033.750000 Penalty: 4954.259277
	Iteration 53Q: 3 clusters Score -2527034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2527035.750000 Penalty: 4954.259277
	Iteration 54Q: 3 clusters Score -2527036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2527033.750000 Penalty: 4954.259277
	Iteration 55Q: 3 clusters Score -2527034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2527033.750000 Penalty: 4954.259277
	Iteration 56F: 3 clusters Score -2527034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (202997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202997 members 
Entering Unmasked Estep 
Score: -23841632.000000 Penalty: 3030.794678
	Iteration 0F: 2 clusters Score -2.384163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -23710942.000000 Penalty: 6061.589355
	Iteration 0F: 3 clusters Score -2.371094e+07 nChanged 97970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -23768804.000000 Penalty: 6061.589355
	Iteration 1F: 3 clusters Score -2.37688e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -23770450.000000 Penalty: 6061.589355
	Iteration 2Q: 3 clusters Score -2.377045e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -23772792.000000 Penalty: 6061.589355
	Iteration 3Q: 3 clusters Score -2.377279e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -23775860.000000 Penalty: 6061.589355
	Iteration 4Q: 3 clusters Score -2.377586e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -23780650.000000 Penalty: 6061.589355
	Iteration 5Q: 3 clusters Score -2.378065e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -23787614.000000 Penalty: 6061.589355
	Iteration 6F: 3 clusters Score -2.378761e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140632 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -23797188.000000 Penalty: 6061.589355
	Iteration 7F: 3 clusters Score -2.379719e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151894 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -23807378.000000 Penalty: 6061.589355
	Iteration 8F: 3 clusters Score -2.380738e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -23816274.000000 Penalty: 6061.589355
	Iteration 9F: 3 clusters Score -2.381627e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -23822562.000000 Penalty: 6061.589355
	Iteration 10Q: 3 clusters Score -2.382256e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -23826880.000000 Penalty: 6061.589355
	Iteration 11Q: 3 clusters Score -2.382688e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -23829686.000000 Penalty: 6061.589355
	Iteration 12Q: 3 clusters Score -2.382969e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184434 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -23831766.000000 Penalty: 6061.589355
	Iteration 13Q: 3 clusters Score -2.383177e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187639 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -23833712.000000 Penalty: 6061.589355
	Iteration 14Q: 3 clusters Score -2.383371e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190279 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -23834960.000000 Penalty: 6061.589355
	Iteration 15Q: 3 clusters Score -2.383496e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192430 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -23836104.000000 Penalty: 6061.589355
	Iteration 16Q: 3 clusters Score -2.38361e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -23837108.000000 Penalty: 6061.589355
	Iteration 17Q: 3 clusters Score -2.383711e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195460 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -23837982.000000 Penalty: 6061.589355
	Iteration 18Q: 3 clusters Score -2.383798e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196466 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -23838572.000000 Penalty: 6061.589355
	Iteration 19Q: 3 clusters Score -2.383857e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197193 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -23838996.000000 Penalty: 6061.589355
	Iteration 20F: 3 clusters Score -2.3839e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197693 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -23839268.000000 Penalty: 6061.589355
	Iteration 21Q: 3 clusters Score -2.383927e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198082 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -23839444.000000 Penalty: 6061.589355
	Iteration 22Q: 3 clusters Score -2.383944e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198378 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -23839586.000000 Penalty: 6061.589355
	Iteration 23Q: 3 clusters Score -2.383959e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198613 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -23839704.000000 Penalty: 6061.589355
	Iteration 24Q: 3 clusters Score -2.38397e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198792 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -23839778.000000 Penalty: 6061.589355
	Iteration 25Q: 3 clusters Score -2.383978e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198946 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -23839864.000000 Penalty: 6061.589355
	Iteration 26Q: 3 clusters Score -2.383986e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199079 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23839876.000000 Penalty: 6061.589355
	Iteration 27Q: 3 clusters Score -2.383988e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199175 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23839904.000000 Penalty: 6061.589355
	Iteration 28Q: 3 clusters Score -2.38399e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199247 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -23839904.000000 Penalty: 6061.589355
	Iteration 29Q: 3 clusters Score -2.38399e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199315 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -23839930.000000 Penalty: 6061.589355
	Iteration 30Q: 3 clusters Score -2.383993e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -23839970.000000 Penalty: 6061.589355
	Iteration 31Q: 3 clusters Score -2.383997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199402 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -23839972.000000 Penalty: 6061.589355
	Iteration 32Q: 3 clusters Score -2.383997e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -23839984.000000 Penalty: 6061.589355
	Iteration 33Q: 3 clusters Score -2.383998e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199481 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -23839992.000000 Penalty: 6061.589355
	Iteration 34Q: 3 clusters Score -2.383999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199518 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23839990.000000 Penalty: 6061.589355
	Iteration 35Q: 3 clusters Score -2.383999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199544 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -23839988.000000 Penalty: 6061.589355
	Iteration 36Q: 3 clusters Score -2.383999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199564 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23839990.000000 Penalty: 6061.589355
	Iteration 37Q: 3 clusters Score -2.383999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199578 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -23839986.000000 Penalty: 6061.589355
	Iteration 38Q: 3 clusters Score -2.383999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199591 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -23840014.000000 Penalty: 6061.589355
	Iteration 39Q: 3 clusters Score -2.384001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199607 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -23839996.000000 Penalty: 6061.589355
	Iteration 40F: 3 clusters Score -2.384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199620 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -23840006.000000 Penalty: 6061.589355
	Iteration 41Q: 3 clusters Score -2.384001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199629 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -23840018.000000 Penalty: 6061.589355
	Iteration 42Q: 3 clusters Score -2.384002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199637 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -23840026.000000 Penalty: 6061.589355
	Iteration 43Q: 3 clusters Score -2.384003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -23840022.000000 Penalty: 6061.589355
	Iteration 44Q: 3 clusters Score -2.384002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -23840026.000000 Penalty: 6061.589355
	Iteration 45Q: 3 clusters Score -2.384003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199663 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -23840034.000000 Penalty: 6061.589355
	Iteration 46Q: 3 clusters Score -2.384003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199676 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -23840022.000000 Penalty: 6061.589355
	Iteration 47Q: 3 clusters Score -2.384002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199682 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -23840030.000000 Penalty: 6061.589355
	Iteration 48Q: 3 clusters Score -2.384003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199689 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -23840048.000000 Penalty: 6061.589355
	Iteration 49Q: 3 clusters Score -2.384005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23840040.000000 Penalty: 6061.589355
	Iteration 50Q: 3 clusters Score -2.384004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199702 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -23840054.000000 Penalty: 6061.589355
	Iteration 51Q: 3 clusters Score -2.384005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -23840044.000000 Penalty: 6061.589355
	Iteration 52Q: 3 clusters Score -2.384004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199714 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -23840054.000000 Penalty: 6061.589355
	Iteration 53Q: 3 clusters Score -2.384005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199717 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -23840056.000000 Penalty: 6061.589355
	Iteration 54Q: 3 clusters Score -2.384006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199716 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23840058.000000 Penalty: 6061.589355
	Iteration 55Q: 3 clusters Score -2.384006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199718 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -23840066.000000 Penalty: 6061.589355
	Iteration 56Q: 3 clusters Score -2.384007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199723 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -23840052.000000 Penalty: 6061.589355
	Iteration 57Q: 3 clusters Score -2.384005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199727 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -23840064.000000 Penalty: 6061.589355
	Iteration 58Q: 3 clusters Score -2.384006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199732 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -23840062.000000 Penalty: 6061.589355
	Iteration 59Q: 3 clusters Score -2.384006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199734 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -23840062.000000 Penalty: 6061.589355
	Iteration 60F: 3 clusters Score -2.384006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199737 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -23840052.000000 Penalty: 6061.589355
	Iteration 61Q: 3 clusters Score -2.384005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199738 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -23840058.000000 Penalty: 6061.589355
	Iteration 62Q: 3 clusters Score -2.384006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199738 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -23840058.000000 Penalty: 6061.589355
	Iteration 63F: 3 clusters Score -2.384006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Entering Unmasked Estep 
Score: -18896592.000000 Penalty: 2971.538574
	Iteration 0F: 2 clusters Score -1.889659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -18790520.000000 Penalty: 5943.077148
	Iteration 0F: 3 clusters Score -1.879052e+07 nChanged 76596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -18834404.000000 Penalty: 5943.077148
	Iteration 1F: 3 clusters Score -1.88344e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -18835224.000000 Penalty: 5943.077148
	Iteration 2Q: 3 clusters Score -1.883522e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -18835846.000000 Penalty: 5943.077148
	Iteration 3Q: 3 clusters Score -1.883585e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -18836594.000000 Penalty: 5943.077148
	Iteration 4Q: 3 clusters Score -1.883659e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -18837652.000000 Penalty: 5943.077148
	Iteration 5Q: 3 clusters Score -1.883765e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -18838878.000000 Penalty: 5943.077148
	Iteration 6Q: 3 clusters Score -1.883888e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -18840660.000000 Penalty: 5943.077148
	Iteration 7Q: 3 clusters Score -1.884066e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -18843366.000000 Penalty: 5943.077148
	Iteration 8Q: 3 clusters Score -1.884337e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -18847580.000000 Penalty: 5943.077148
	Iteration 9Q: 3 clusters Score -1.884758e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -18853178.000000 Penalty: 5943.077148
	Iteration 10F: 3 clusters Score -1.885318e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -18860116.000000 Penalty: 5943.077148
	Iteration 11F: 3 clusters Score -1.886012e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -18866972.000000 Penalty: 5943.077148
	Iteration 12F: 3 clusters Score -1.886697e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -18872048.000000 Penalty: 5943.077148
	Iteration 13F: 3 clusters Score -1.887205e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -18874366.000000 Penalty: 5943.077148
	Iteration 14Q: 3 clusters Score -1.887437e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -18875368.000000 Penalty: 5943.077148
	Iteration 15Q: 3 clusters Score -1.887537e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118265 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -18876248.000000 Penalty: 5943.077148
	Iteration 16Q: 3 clusters Score -1.887625e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -18876888.000000 Penalty: 5943.077148
	Iteration 17Q: 3 clusters Score -1.887689e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122243 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -18877572.000000 Penalty: 5943.077148
	Iteration 18Q: 3 clusters Score -1.887757e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -18878236.000000 Penalty: 5943.077148
	Iteration 19Q: 3 clusters Score -1.887824e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126469 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -18878930.000000 Penalty: 5943.077148
	Iteration 20F: 3 clusters Score -1.887893e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128696 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -18879752.000000 Penalty: 5943.077148
	Iteration 21Q: 3 clusters Score -1.887975e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -18880676.000000 Penalty: 5943.077148
	Iteration 22Q: 3 clusters Score -1.888068e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133293 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -18881620.000000 Penalty: 5943.077148
	Iteration 23Q: 3 clusters Score -1.888162e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -18882622.000000 Penalty: 5943.077148
	Iteration 24Q: 3 clusters Score -1.888262e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -18883558.000000 Penalty: 5943.077148
	Iteration 25Q: 3 clusters Score -1.888356e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140548 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -18884686.000000 Penalty: 5943.077148
	Iteration 26Q: 3 clusters Score -1.888469e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142995 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -18885786.000000 Penalty: 5943.077148
	Iteration 27Q: 3 clusters Score -1.888579e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -18886994.000000 Penalty: 5943.077148
	Iteration 28Q: 3 clusters Score -1.888699e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -18888168.000000 Penalty: 5943.077148
	Iteration 29Q: 3 clusters Score -1.888817e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -18889138.000000 Penalty: 5943.077148
	Iteration 30Q: 3 clusters Score -1.888914e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151671 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -18890076.000000 Penalty: 5943.077148
	Iteration 31Q: 3 clusters Score -1.889008e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -18891032.000000 Penalty: 5943.077148
	Iteration 32Q: 3 clusters Score -1.889103e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -18891724.000000 Penalty: 5943.077148
	Iteration 33Q: 3 clusters Score -1.889172e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -18892326.000000 Penalty: 5943.077148
	Iteration 34Q: 3 clusters Score -1.889233e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -18892824.000000 Penalty: 5943.077148
	Iteration 35Q: 3 clusters Score -1.889282e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -18893138.000000 Penalty: 5943.077148
	Iteration 36Q: 3 clusters Score -1.889314e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158035 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18893386.000000 Penalty: 5943.077148
	Iteration 37Q: 3 clusters Score -1.889339e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18893576.000000 Penalty: 5943.077148
	Iteration 38Q: 3 clusters Score -1.889358e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18893698.000000 Penalty: 5943.077148
	Iteration 39Q: 3 clusters Score -1.88937e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18893798.000000 Penalty: 5943.077148
	Iteration 40F: 3 clusters Score -1.88938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -18893834.000000 Penalty: 5943.077148
	Iteration 41Q: 3 clusters Score -1.889383e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -18893886.000000 Penalty: 5943.077148
	Iteration 42Q: 3 clusters Score -1.889389e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159002 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18893936.000000 Penalty: 5943.077148
	Iteration 43Q: 3 clusters Score -1.889394e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -18893944.000000 Penalty: 5943.077148
	Iteration 44Q: 3 clusters Score -1.889394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -18893954.000000 Penalty: 5943.077148
	Iteration 45Q: 3 clusters Score -1.889395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18893988.000000 Penalty: 5943.077148
	Iteration 46Q: 3 clusters Score -1.889399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159124 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -18894006.000000 Penalty: 5943.077148
	Iteration 47Q: 3 clusters Score -1.889401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -18894032.000000 Penalty: 5943.077148
	Iteration 48Q: 3 clusters Score -1.889403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -18894028.000000 Penalty: 5943.077148
	Iteration 49Q: 3 clusters Score -1.889403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -18894020.000000 Penalty: 5943.077148
	Iteration 50Q: 3 clusters Score -1.889402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -18894024.000000 Penalty: 5943.077148
	Iteration 51Q: 3 clusters Score -1.889402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -18894028.000000 Penalty: 5943.077148
	Iteration 52Q: 3 clusters Score -1.889403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18894040.000000 Penalty: 5943.077148
	Iteration 53Q: 3 clusters Score -1.889404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -18894038.000000 Penalty: 5943.077148
	Iteration 54Q: 3 clusters Score -1.889404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -18894042.000000 Penalty: 5943.077148
	Iteration 55Q: 3 clusters Score -1.889404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -18894046.000000 Penalty: 5943.077148
	Iteration 56Q: 3 clusters Score -1.889405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159164 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18894044.000000 Penalty: 5943.077148
	Iteration 57Q: 3 clusters Score -1.889404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159167 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18894046.000000 Penalty: 5943.077148
	Iteration 58Q: 3 clusters Score -1.889405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -18894048.000000 Penalty: 5943.077148
	Iteration 59Q: 3 clusters Score -1.889405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18894038.000000 Penalty: 5943.077148
	Iteration 60F: 3 clusters Score -1.889404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18894054.000000 Penalty: 5943.077148
	Iteration 61Q: 3 clusters Score -1.889405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159182 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18894054.000000 Penalty: 5943.077148
	Iteration 62Q: 3 clusters Score -1.889405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18894052.000000 Penalty: 5943.077148
	Iteration 63Q: 3 clusters Score -1.889405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -18894054.000000 Penalty: 5943.077148
	Iteration 64Q: 3 clusters Score -1.889405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18894046.000000 Penalty: 5943.077148
	Iteration 65Q: 3 clusters Score -1.889405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18894058.000000 Penalty: 5943.077148
	Iteration 66Q: 3 clusters Score -1.889406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18894052.000000 Penalty: 5943.077148
	Iteration 67Q: 3 clusters Score -1.889405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -18894044.000000 Penalty: 5943.077148
	Iteration 68Q: 3 clusters Score -1.889404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -18894040.000000 Penalty: 5943.077148
	Iteration 69Q: 3 clusters Score -1.889404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18894032.000000 Penalty: 5943.077148
	Iteration 70Q: 3 clusters Score -1.889403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -18894032.000000 Penalty: 5943.077148
	Iteration 71F: 3 clusters Score -1.889403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Entering Unmasked Estep 
Score: -22190880.000000 Penalty: 3010.322754
	Iteration 0F: 2 clusters Score -2.219088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -22077830.000000 Penalty: 6020.645508
	Iteration 0F: 3 clusters Score -2.207783e+07 nChanged 89566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97497 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -22129982.000000 Penalty: 6020.645508
	Iteration 1F: 3 clusters Score -2.212998e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -22131030.000000 Penalty: 6020.645508
	Iteration 2Q: 3 clusters Score -2.213103e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -22132360.000000 Penalty: 6020.645508
	Iteration 3Q: 3 clusters Score -2.213236e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -22135026.000000 Penalty: 6020.645508
	Iteration 4Q: 3 clusters Score -2.213503e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -22140528.000000 Penalty: 6020.645508
	Iteration 5F: 3 clusters Score -2.214053e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -22150674.000000 Penalty: 6020.645508
	Iteration 6F: 3 clusters Score -2.215067e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -22165876.000000 Penalty: 6020.645508
	Iteration 7F: 3 clusters Score -2.216588e+07 nChanged 16686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -22178768.000000 Penalty: 6020.645508
	Iteration 8F: 3 clusters Score -2.217877e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -22184738.000000 Penalty: 6020.645508
	Iteration 9F: 3 clusters Score -2.218474e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -22186868.000000 Penalty: 6020.645508
	Iteration 10Q: 3 clusters Score -2.218687e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22187598.000000 Penalty: 6020.645508
	Iteration 11Q: 3 clusters Score -2.21876e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22187912.000000 Penalty: 6020.645508
	Iteration 12Q: 3 clusters Score -2.218791e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22188048.000000 Penalty: 6020.645508
	Iteration 13Q: 3 clusters Score -2.218805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22188116.000000 Penalty: 6020.645508
	Iteration 14Q: 3 clusters Score -2.218812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22188178.000000 Penalty: 6020.645508
	Iteration 15Q: 3 clusters Score -2.218818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22188212.000000 Penalty: 6020.645508
	Iteration 16Q: 3 clusters Score -2.218821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186684 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22188230.000000 Penalty: 6020.645508
	Iteration 17Q: 3 clusters Score -2.218823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22188220.000000 Penalty: 6020.645508
	Iteration 18Q: 3 clusters Score -2.218822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186689 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22188242.000000 Penalty: 6020.645508
	Iteration 19Q: 3 clusters Score -2.218824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186693 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22188254.000000 Penalty: 6020.645508
	Iteration 20F: 3 clusters Score -2.218825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22188262.000000 Penalty: 6020.645508
	Iteration 21Q: 3 clusters Score -2.218826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22188266.000000 Penalty: 6020.645508
	Iteration 22Q: 3 clusters Score -2.218827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186693 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22188266.000000 Penalty: 6020.645508
	Iteration 23Q: 3 clusters Score -2.218827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186693 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22188266.000000 Penalty: 6020.645508
	Iteration 24F: 3 clusters Score -2.218827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -317051.593750 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -317051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -313969.218750 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -313969.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314600.437500 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -314600.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -314771.531250 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -314771.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -314864.687500 Penalty: 3926.736572
	Iteration 3Q: 3 clusters Score -314864.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314930.656250 Penalty: 3926.736572
	Iteration 4Q: 3 clusters Score -314930.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -314972.187500 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -314972.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -315008.906250 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -315008.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -315033.593750 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -315033.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -315057.781250 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -315057.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -315077.375000 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -315077.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -315092.593750 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -315092.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -315102.687500 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -315102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -315109.906250 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -315109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315119.156250 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -315119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -315131.531250 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -315131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -315143.875000 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -315143.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -315157.687500 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -315157.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315162.375000 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -315162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -315165.656250 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -315165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -315168.812500 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -315168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -315172.437500 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -315172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -315175.218750 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -315175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315177.937500 Penalty: 3926.736572
	Iteration 22Q: 3 clusters Score -315177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315180.687500 Penalty: 3926.736572
	Iteration 23Q: 3 clusters Score -315180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -315183.187500 Penalty: 3926.736572
	Iteration 24Q: 3 clusters Score -315183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315185.531250 Penalty: 3926.736572
	Iteration 25Q: 3 clusters Score -315185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -315187.875000 Penalty: 3926.736572
	Iteration 26Q: 3 clusters Score -315187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -315190.812500 Penalty: 3926.736572
	Iteration 27Q: 3 clusters Score -315190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -315191.562500 Penalty: 3926.736572
	Iteration 28Q: 3 clusters Score -315191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -315192.156250 Penalty: 3926.736572
	Iteration 29Q: 3 clusters Score -315192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -315192.156250 Penalty: 3926.736572
	Iteration 30F: 3 clusters Score -315192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -706576.437500 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -706576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -701355.562500 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -701355.6 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -702794.062500 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -702794.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -703103.750000 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -703103.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -703333.375000 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -703333.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -703477.687500 Penalty: 4325.186523
	Iteration 4Q: 3 clusters Score -703477.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -703611.500000 Penalty: 4325.186523
	Iteration 5Q: 3 clusters Score -703611.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -703722.812500 Penalty: 4325.186523
	Iteration 6Q: 3 clusters Score -703722.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -703832.687500 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -703832.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -703950.125000 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -703950.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -704046.562500 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -704046.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -704154.625000 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -704154.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -704261.250000 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -704261.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -704364.000000 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -704364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -704447.937500 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -704447.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -704523.250000 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -704523.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -704596.750000 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -704596.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -704685.562500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -704685.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -704757.750000 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -704757.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -704802.000000 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -704802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -704839.500000 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -704839.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -704879.125000 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -704879.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -704910.625000 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -704910.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -704936.062500 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -704936.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -704950.125000 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -704950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -704955.500000 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -704955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -704957.937500 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -704957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -704959.812500 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -704959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -704960.937500 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -704960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -704961.000000 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -704961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -704961.375000 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -704961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -704960.812500 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -704960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -704960.812500 Penalty: 4325.186523
	Iteration 31F: 3 clusters Score -704960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Entering Unmasked Estep 
Score: -2351642.500000 Penalty: 2453.196533
	Iteration 0F: 2 clusters Score -2351642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2337711.000000 Penalty: 4906.393066
	Iteration 0F: 3 clusters Score -2337711 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2342346.750000 Penalty: 4906.393066
	Iteration 1F: 3 clusters Score -2342347 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2342778.500000 Penalty: 4906.393066
	Iteration 2F: 3 clusters Score -2342778 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2343249.000000 Penalty: 4906.393066
	Iteration 3Q: 3 clusters Score -2343249 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2343799.500000 Penalty: 4906.393066
	Iteration 4Q: 3 clusters Score -2343800 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2344371.500000 Penalty: 4906.393066
	Iteration 5Q: 3 clusters Score -2344372 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2344901.000000 Penalty: 4906.393066
	Iteration 6Q: 3 clusters Score -2344901 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2345389.500000 Penalty: 4906.393066
	Iteration 7Q: 3 clusters Score -2345390 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2345802.500000 Penalty: 4906.393066
	Iteration 8Q: 3 clusters Score -2345802 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2346190.500000 Penalty: 4906.393066
	Iteration 9Q: 3 clusters Score -2346190 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2346553.000000 Penalty: 4906.393066
	Iteration 10Q: 3 clusters Score -2346553 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2346875.250000 Penalty: 4906.393066
	Iteration 11Q: 3 clusters Score -2346875 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2347184.750000 Penalty: 4906.393066
	Iteration 12Q: 3 clusters Score -2347185 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2347467.500000 Penalty: 4906.393066
	Iteration 13Q: 3 clusters Score -2347468 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2347725.250000 Penalty: 4906.393066
	Iteration 14Q: 3 clusters Score -2347725 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2347921.750000 Penalty: 4906.393066
	Iteration 15Q: 3 clusters Score -2347922 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2348063.750000 Penalty: 4906.393066
	Iteration 16Q: 3 clusters Score -2348064 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2348171.750000 Penalty: 4906.393066
	Iteration 17Q: 3 clusters Score -2348172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2348245.000000 Penalty: 4906.393066
	Iteration 18Q: 3 clusters Score -2348245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2348300.250000 Penalty: 4906.393066
	Iteration 19Q: 3 clusters Score -2348300 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2348348.250000 Penalty: 4906.393066
	Iteration 20F: 3 clusters Score -2348348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2348389.500000 Penalty: 4906.393066
	Iteration 21Q: 3 clusters Score -2348390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2348417.500000 Penalty: 4906.393066
	Iteration 22Q: 3 clusters Score -2348418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2348435.250000 Penalty: 4906.393066
	Iteration 23Q: 3 clusters Score -2348435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2348441.000000 Penalty: 4906.393066
	Iteration 24Q: 3 clusters Score -2348441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2348448.750000 Penalty: 4906.393066
	Iteration 25Q: 3 clusters Score -2348449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2348455.000000 Penalty: 4906.393066
	Iteration 26Q: 3 clusters Score -2348455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2348465.500000 Penalty: 4906.393066
	Iteration 27Q: 3 clusters Score -2348466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2348476.750000 Penalty: 4906.393066
	Iteration 28Q: 3 clusters Score -2348477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2348488.500000 Penalty: 4906.393066
	Iteration 29Q: 3 clusters Score -2348488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2348492.750000 Penalty: 4906.393066
	Iteration 30Q: 3 clusters Score -2348493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2348491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2348492.750000 Penalty: 4906.393066
	Iteration 32Q: 3 clusters Score -2348493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2348497.000000 Penalty: 4906.393066
	Iteration 33Q: 3 clusters Score -2348497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2348510.000000 Penalty: 4906.393066
	Iteration 34Q: 3 clusters Score -2348510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2348508.250000 Penalty: 4906.393066
	Iteration 35Q: 3 clusters Score -2348508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2348510.500000 Penalty: 4906.393066
	Iteration 36Q: 3 clusters Score -2348510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2348513.250000 Penalty: 4906.393066
	Iteration 37Q: 3 clusters Score -2348513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2348519.000000 Penalty: 4906.393066
	Iteration 38Q: 3 clusters Score -2348519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2348525.500000 Penalty: 4906.393066
	Iteration 39Q: 3 clusters Score -2348526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2348527.500000 Penalty: 4906.393066
	Iteration 40F: 3 clusters Score -2348528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2348529.000000 Penalty: 4906.393066
	Iteration 41Q: 3 clusters Score -2348529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2348528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2348536.750000 Penalty: 4906.393066
	Iteration 43Q: 3 clusters Score -2348537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2348542.250000 Penalty: 4906.393066
	Iteration 44Q: 3 clusters Score -2348542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2348541.000000 Penalty: 4906.393066
	Iteration 45Q: 3 clusters Score -2348541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2348536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2348539.750000 Penalty: 4906.393066
	Iteration 47Q: 3 clusters Score -2348540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2348545.750000 Penalty: 4906.393066
	Iteration 48Q: 3 clusters Score -2348546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2348545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2348544.500000 Penalty: 4906.393066
	Iteration 50Q: 3 clusters Score -2348544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2348548.500000 Penalty: 4906.393066
	Iteration 51Q: 3 clusters Score -2348548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2348555.000000 Penalty: 4906.393066
	Iteration 52Q: 3 clusters Score -2348555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2348554.250000 Penalty: 4906.393066
	Iteration 53Q: 3 clusters Score -2348554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2348559.250000 Penalty: 4906.393066
	Iteration 54Q: 3 clusters Score -2348559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2348556.500000 Penalty: 4906.393066
	Iteration 55Q: 3 clusters Score -2348556 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2348560 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2348566 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2348571.000000 Penalty: 4906.393066
	Iteration 58Q: 3 clusters Score -2348571 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2348570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2348572.750000 Penalty: 4906.393066
	Iteration 60F: 3 clusters Score -2348573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2348569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2348569 nChanged 23
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Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2348570 nChanged 26
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Mstep: Class 1 contains 14524 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2348574 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2348574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2348583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2348586 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2348586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2348591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2348594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2348596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2348598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2348598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2348607.000000 Penalty: 4906.393066
	Iteration 74Q: 3 clusters Score -2348607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2348604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2348606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2348608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2348608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2348609.750000 Penalty: 4906.393066
	Iteration 79Q: 3 clusters Score -2348610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2348607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2348610 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14733 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2348610 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14741 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2348612 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14750 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2348615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2348617.000000 Penalty: 4906.393066
	Iteration 85Q: 3 clusters Score -2348617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2348618.000000 Penalty: 4906.393066
	Iteration 86Q: 3 clusters Score -2348618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2348615.750000 Penalty: 4906.393066
	Iteration 87Q: 3 clusters Score -2348616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2348614.250000 Penalty: 4906.393066
	Iteration 88Q: 3 clusters Score -2348614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2348620.750000 Penalty: 4906.393066
	Iteration 89Q: 3 clusters Score -2348621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2348624.500000 Penalty: 4906.393066
	Iteration 90Q: 3 clusters Score -2348624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2348629.000000 Penalty: 4906.393066
	Iteration 91Q: 3 clusters Score -2348629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2348625.000000 Penalty: 4906.393066
	Iteration 92Q: 3 clusters Score -2348625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2348623.750000 Penalty: 4906.393066
	Iteration 93Q: 3 clusters Score -2348624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2348626.750000 Penalty: 4906.393066
	Iteration 94Q: 3 clusters Score -2348627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2348628 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2348628 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2348626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2348631.000000 Penalty: 4906.393066
	Iteration 98Q: 3 clusters Score -2348631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2348634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2348638.500000 Penalty: 4906.393066
	Iteration 100F: 3 clusters Score -2348638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2348638.500000 Penalty: 4906.393066
	Iteration 101Q: 3 clusters Score -2348638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2348641.500000 Penalty: 4906.393066
	Iteration 102Q: 3 clusters Score -2348642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2348644.250000 Penalty: 4906.393066
	Iteration 103Q: 3 clusters Score -2348644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2348642.000000 Penalty: 4906.393066
	Iteration 104Q: 3 clusters Score -2348642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2348649.250000 Penalty: 4906.393066
	Iteration 105Q: 3 clusters Score -2348649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2348650.000000 Penalty: 4906.393066
	Iteration 106Q: 3 clusters Score -2348650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2348653.750000 Penalty: 4906.393066
	Iteration 107Q: 3 clusters Score -2348654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2348658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2348662.250000 Penalty: 4906.393066
	Iteration 109Q: 3 clusters Score -2348662 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2348661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2348668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2348673.250000 Penalty: 4906.393066
	Iteration 112Q: 3 clusters Score -2348673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2348674.750000 Penalty: 4906.393066
	Iteration 113Q: 3 clusters Score -2348675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2348674 nChanged 12
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Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2348677.000000 Penalty: 4906.393066
	Iteration 115Q: 3 clusters Score -2348677 nChanged 11
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Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2348679 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2348678 nChanged 8
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Mstep: Class 1 contains 15049 members 
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Entering Unmasked Estep 
Score: -2348681.250000 Penalty: 4906.393066
	Iteration 118Q: 3 clusters Score -2348681 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15053 members 
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Entering Unmasked Estep 
Score: -2348680.500000 Penalty: 4906.393066
	Iteration 119Q: 3 clusters Score -2348680 nChanged 7
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Mstep: Class 1 contains 15060 members 
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Entering Unmasked Estep 
Score: -2348682.250000 Penalty: 4906.393066
	Iteration 120F: 3 clusters Score -2348682 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15066 members 
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Entering Unmasked Estep 
Score: -2348679.250000 Penalty: 4906.393066
	Iteration 121Q: 3 clusters Score -2348679 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2348677.750000 Penalty: 4906.393066
	Iteration 122Q: 3 clusters Score -2348678 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15079 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2348677 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2348682 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2348682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2348679 nChanged 6
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Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2348683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2348687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2348682 nChanged 5
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Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2348683 nChanged 2
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Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2348684 nChanged 3
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Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2348685 nChanged 5
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Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2348686 nChanged 4
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Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2348684 nChanged 6
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Mstep: Class 1 contains 15130 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2348691 nChanged 1
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Mstep: Class 1 contains 15131 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2348692 nChanged 2
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Mstep: Class 1 contains 15133 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2348692 nChanged 6
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Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2348690 nChanged 3
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Mstep: Class 1 contains 15140 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2348691 nChanged 6
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Mstep: Class 1 contains 15140 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2348690 nChanged 7
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Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2348682 nChanged 5
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Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2348686 nChanged 3
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Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2348690 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15161 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2348691 nChanged 3
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Mstep: Class 1 contains 15164 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2348693 nChanged 3
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Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2348687 nChanged 3
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Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 4564 members 
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Mstep: Class 1 contains 15216 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2348702 nChanged 21
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Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 4477 members 
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Mstep: Class 1 contains 15311 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2348707 nChanged 14
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Mstep: Class 1 contains 15323 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15364 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15421 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15451 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15475 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2348732 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15501 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15526 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2348774 nChanged 28
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2348770 nChanged 33
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	Iteration 180F: 3 clusters Score -2348775 nChanged 25
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2348780 nChanged 24
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	Iteration 182Q: 3 clusters Score -2348790 nChanged 28
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2348806 nChanged 33
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Mstep: Class 1 contains 15954 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2348813 nChanged 38
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	Iteration 187Q: 3 clusters Score -2348821 nChanged 34
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	Iteration 188Q: 3 clusters Score -2348832 nChanged 29
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	Iteration 189Q: 3 clusters Score -2348835 nChanged 36
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	Iteration 190Q: 3 clusters Score -2348835 nChanged 38
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	Iteration 191Q: 3 clusters Score -2348843 nChanged 39
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -2348853 nChanged 36
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	Iteration 196Q: 3 clusters Score -2348877 nChanged 56
Entering Unmasked Mstep 
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	Iteration 198Q: 3 clusters Score -2348906 nChanged 71
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	Iteration 200F: 3 clusters Score -2348940 nChanged 53
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	Iteration 203Q: 3 clusters Score -2348965 nChanged 39
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	Iteration 204Q: 3 clusters Score -2348978 nChanged 50
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	Iteration 205Q: 3 clusters Score -2348989 nChanged 54
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	Iteration 207Q: 3 clusters Score -2349004 nChanged 48
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	Iteration 208Q: 3 clusters Score -2349014 nChanged 45
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	Iteration 209Q: 3 clusters Score -2349027 nChanged 44
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Mstep: Class 1 contains 16976 members 
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	Iteration 210Q: 3 clusters Score -2349032 nChanged 49
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	Iteration 211Q: 3 clusters Score -2349043 nChanged 57
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	Iteration 212Q: 3 clusters Score -2349056 nChanged 60
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	Iteration 213Q: 3 clusters Score -2349071 nChanged 58
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2349090 nChanged 41
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	Iteration 215Q: 3 clusters Score -2349100 nChanged 35
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2349108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2349112.750000 Penalty: 4906.393066
	Iteration 217Q: 3 clusters Score -2349113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2349119.500000 Penalty: 4906.393066
	Iteration 218Q: 3 clusters Score -2349120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2349122.250000 Penalty: 4906.393066
	Iteration 219Q: 3 clusters Score -2349122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2349132.500000 Penalty: 4906.393066
	Iteration 220F: 3 clusters Score -2349132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2349142.500000 Penalty: 4906.393066
	Iteration 221Q: 3 clusters Score -2349142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2349146.500000 Penalty: 4906.393066
	Iteration 222Q: 3 clusters Score -2349146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2349160.500000 Penalty: 4906.393066
	Iteration 223Q: 3 clusters Score -2349160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2349167.000000 Penalty: 4906.393066
	Iteration 224Q: 3 clusters Score -2349167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2349167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2349168.750000 Penalty: 4906.393066
	Iteration 226Q: 3 clusters Score -2349169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2349174.250000 Penalty: 4906.393066
	Iteration 227Q: 3 clusters Score -2349174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2349184.750000 Penalty: 4906.393066
	Iteration 228Q: 3 clusters Score -2349185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2349199.000000 Penalty: 4906.393066
	Iteration 229Q: 3 clusters Score -2349199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2349205.500000 Penalty: 4906.393066
	Iteration 230Q: 3 clusters Score -2349206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2349205.250000 Penalty: 4906.393066
	Iteration 231Q: 3 clusters Score -2349205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2349208.500000 Penalty: 4906.393066
	Iteration 232Q: 3 clusters Score -2349208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2349218.000000 Penalty: 4906.393066
	Iteration 233Q: 3 clusters Score -2349218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2349220.250000 Penalty: 4906.393066
	Iteration 234Q: 3 clusters Score -2349220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2349219.250000 Penalty: 4906.393066
	Iteration 235Q: 3 clusters Score -2349219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2349216.750000 Penalty: 4906.393066
	Iteration 236Q: 3 clusters Score -2349217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2349223.250000 Penalty: 4906.393066
	Iteration 237Q: 3 clusters Score -2349223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2349223.750000 Penalty: 4906.393066
	Iteration 238Q: 3 clusters Score -2349224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2349231.750000 Penalty: 4906.393066
	Iteration 239Q: 3 clusters Score -2349232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2349233.750000 Penalty: 4906.393066
	Iteration 240F: 3 clusters Score -2349234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2349233.000000 Penalty: 4906.393066
	Iteration 241Q: 3 clusters Score -2349233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2349233.750000 Penalty: 4906.393066
	Iteration 242Q: 3 clusters Score -2349234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2349240.750000 Penalty: 4906.393066
	Iteration 243Q: 3 clusters Score -2349241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2349241.000000 Penalty: 4906.393066
	Iteration 244Q: 3 clusters Score -2349241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2349241.000000 Penalty: 4906.393066
	Iteration 245Q: 3 clusters Score -2349241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2349239.000000 Penalty: 4906.393066
	Iteration 246Q: 3 clusters Score -2349239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2349242.000000 Penalty: 4906.393066
	Iteration 247Q: 3 clusters Score -2349242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2349248.750000 Penalty: 4906.393066
	Iteration 248Q: 3 clusters Score -2349249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2349250.250000 Penalty: 4906.393066
	Iteration 249Q: 3 clusters Score -2349250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2349253.500000 Penalty: 4906.393066
	Iteration 250Q: 3 clusters Score -2349254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2349253.750000 Penalty: 4906.393066
	Iteration 251Q: 3 clusters Score -2349254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2349255.500000 Penalty: 4906.393066
	Iteration 252Q: 3 clusters Score -2349256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2349257.000000 Penalty: 4906.393066
	Iteration 253Q: 3 clusters Score -2349257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2349264.500000 Penalty: 4906.393066
	Iteration 254Q: 3 clusters Score -2349264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2349265.750000 Penalty: 4906.393066
	Iteration 255Q: 3 clusters Score -2349266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2349269.750000 Penalty: 4906.393066
	Iteration 256Q: 3 clusters Score -2349270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2349279.250000 Penalty: 4906.393066
	Iteration 257Q: 3 clusters Score -2349279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2349278.250000 Penalty: 4906.393066
	Iteration 258Q: 3 clusters Score -2349278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2349283.500000 Penalty: 4906.393066
	Iteration 259Q: 3 clusters Score -2349284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2349286.500000 Penalty: 4906.393066
	Iteration 260F: 3 clusters Score -2349286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2349291.250000 Penalty: 4906.393066
	Iteration 261Q: 3 clusters Score -2349291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2349295.500000 Penalty: 4906.393066
	Iteration 262Q: 3 clusters Score -2349296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2349303.750000 Penalty: 4906.393066
	Iteration 263Q: 3 clusters Score -2349304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2349316.500000 Penalty: 4906.393066
	Iteration 264Q: 3 clusters Score -2349316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2349316.500000 Penalty: 4906.393066
	Iteration 265Q: 3 clusters Score -2349316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2349324.000000 Penalty: 4906.393066
	Iteration 266Q: 3 clusters Score -2349324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2349323.500000 Penalty: 4906.393066
	Iteration 267Q: 3 clusters Score -2349324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2349328.750000 Penalty: 4906.393066
	Iteration 268Q: 3 clusters Score -2349329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2349334.250000 Penalty: 4906.393066
	Iteration 269Q: 3 clusters Score -2349334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2349335.250000 Penalty: 4906.393066
	Iteration 270Q: 3 clusters Score -2349335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2349341.500000 Penalty: 4906.393066
	Iteration 271Q: 3 clusters Score -2349342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2349339.500000 Penalty: 4906.393066
	Iteration 272Q: 3 clusters Score -2349340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2349345.750000 Penalty: 4906.393066
	Iteration 273Q: 3 clusters Score -2349346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2349344.750000 Penalty: 4906.393066
	Iteration 274Q: 3 clusters Score -2349345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2349345.750000 Penalty: 4906.393066
	Iteration 275Q: 3 clusters Score -2349346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2349348.750000 Penalty: 4906.393066
	Iteration 276Q: 3 clusters Score -2349349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2349351.250000 Penalty: 4906.393066
	Iteration 277Q: 3 clusters Score -2349351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2349351.500000 Penalty: 4906.393066
	Iteration 278Q: 3 clusters Score -2349352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2349351.500000 Penalty: 4906.393066
	Iteration 279Q: 3 clusters Score -2349352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2349355.250000 Penalty: 4906.393066
	Iteration 280F: 3 clusters Score -2349355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2349351.250000 Penalty: 4906.393066
	Iteration 281Q: 3 clusters Score -2349351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2349353.500000 Penalty: 4906.393066
	Iteration 282Q: 3 clusters Score -2349354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2349360.000000 Penalty: 4906.393066
	Iteration 283Q: 3 clusters Score -2349360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2349365.750000 Penalty: 4906.393066
	Iteration 284Q: 3 clusters Score -2349366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2349370.250000 Penalty: 4906.393066
	Iteration 285Q: 3 clusters Score -2349370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2349372.750000 Penalty: 4906.393066
	Iteration 286Q: 3 clusters Score -2349373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2349374.250000 Penalty: 4906.393066
	Iteration 287Q: 3 clusters Score -2349374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2349375.000000 Penalty: 4906.393066
	Iteration 288Q: 3 clusters Score -2349375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2349375.250000 Penalty: 4906.393066
	Iteration 289Q: 3 clusters Score -2349375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2349377.750000 Penalty: 4906.393066
	Iteration 290Q: 3 clusters Score -2349378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2349376.000000 Penalty: 4906.393066
	Iteration 291Q: 3 clusters Score -2349376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2349381.250000 Penalty: 4906.393066
	Iteration 292Q: 3 clusters Score -2349381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2349381.000000 Penalty: 4906.393066
	Iteration 293Q: 3 clusters Score -2349381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2349384.500000 Penalty: 4906.393066
	Iteration 294Q: 3 clusters Score -2349384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2349386.000000 Penalty: 4906.393066
	Iteration 295Q: 3 clusters Score -2349386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2349395.250000 Penalty: 4906.393066
	Iteration 296Q: 3 clusters Score -2349395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2349404.000000 Penalty: 4906.393066
	Iteration 297Q: 3 clusters Score -2349404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2349406.500000 Penalty: 4906.393066
	Iteration 298Q: 3 clusters Score -2349406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2349417.000000 Penalty: 4906.393066
	Iteration 299Q: 3 clusters Score -2349417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2349422.750000 Penalty: 4906.393066
	Iteration 300F: 3 clusters Score -2349423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2349425.500000 Penalty: 4906.393066
	Iteration 301Q: 3 clusters Score -2349426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2349437.750000 Penalty: 4906.393066
	Iteration 302Q: 3 clusters Score -2349438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2349441.500000 Penalty: 4906.393066
	Iteration 303Q: 3 clusters Score -2349442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2349447.500000 Penalty: 4906.393066
	Iteration 304Q: 3 clusters Score -2349448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2349446.250000 Penalty: 4906.393066
	Iteration 305Q: 3 clusters Score -2349446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2349449.750000 Penalty: 4906.393066
	Iteration 306Q: 3 clusters Score -2349450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2349451.750000 Penalty: 4906.393066
	Iteration 307Q: 3 clusters Score -2349452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2349455.250000 Penalty: 4906.393066
	Iteration 308Q: 3 clusters Score -2349455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2349459.500000 Penalty: 4906.393066
	Iteration 309Q: 3 clusters Score -2349460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2349460.500000 Penalty: 4906.393066
	Iteration 310Q: 3 clusters Score -2349460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2349462.250000 Penalty: 4906.393066
	Iteration 311Q: 3 clusters Score -2349462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2349462.000000 Penalty: 4906.393066
	Iteration 312Q: 3 clusters Score -2349462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2349463.750000 Penalty: 4906.393066
	Iteration 313Q: 3 clusters Score -2349464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2349467.000000 Penalty: 4906.393066
	Iteration 314Q: 3 clusters Score -2349467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2349467.000000 Penalty: 4906.393066
	Iteration 315F: 3 clusters Score -2349467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -103386.765625 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -103386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101555.898438 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -101555.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102046.835938 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -102046.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102293.867188 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -102293.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102480.375000 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -102480.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102772.796875 Penalty: 3439.943848
	Iteration 4F: 3 clusters Score -102772.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103092.851562 Penalty: 3439.943848
	Iteration 5F: 3 clusters Score -103092.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103403.203125 Penalty: 3439.943848
	Iteration 6F: 3 clusters Score -103403.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -103564.085938 Penalty: 3439.943848
	Iteration 7F: 3 clusters Score -103564.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103698.296875 Penalty: 3439.943848
	Iteration 8F: 3 clusters Score -103698.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -103760.359375 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -103760.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -103796.882812 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -103796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103818.093750 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -103818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -103828.687500 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -103828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103831.953125 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -103832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -103837.500000 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -103837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -103839.164062 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -103839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -103839.164062 Penalty: 3439.943848
	Iteration 16F: 3 clusters Score -103839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 83072 members 
Mstep: Class 3 contains 49720 members 
Mstep: Class 4 contains 58926 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 146775 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41310 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202997 members 
Mstep: Class 13 contains 159853 members 
Mstep: Class 14 contains 186913 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 21 contains 272 members 
Mstep: Class 22 contains 34077 members 
Entering Unmasked Estep 
Score: -118052840.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118053808.000000 to -118052840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (34077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Entering Unmasked Estep 
Score: -4094910.500000 Penalty: 2588.221680
	Iteration 0F: 2 clusters Score -4094910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4071706.000000 Penalty: 5176.443359
	Iteration 0F: 3 clusters Score -4071706 nChanged 15441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4080058.500000 Penalty: 5176.443359
	Iteration 1F: 3 clusters Score -4080058 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4080456.250000 Penalty: 5176.443359
	Iteration 2Q: 3 clusters Score -4080456 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4080752.250000 Penalty: 5176.443359
	Iteration 3Q: 3 clusters Score -4080752 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4080981.250000 Penalty: 5176.443359
	Iteration 4Q: 3 clusters Score -4080981 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4081188.750000 Penalty: 5176.443359
	Iteration 5Q: 3 clusters Score -4081189 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4081345.250000 Penalty: 5176.443359
	Iteration 6Q: 3 clusters Score -4081345 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4081476.500000 Penalty: 5176.443359
	Iteration 7Q: 3 clusters Score -4081476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4081619.250000 Penalty: 5176.443359
	Iteration 8Q: 3 clusters Score -4081619 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4081712.000000 Penalty: 5176.443359
	Iteration 9Q: 3 clusters Score -4081712 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4081818.750000 Penalty: 5176.443359
	Iteration 10Q: 3 clusters Score -4081819 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4081917.250000 Penalty: 5176.443359
	Iteration 11Q: 3 clusters Score -4081917 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4082026.000000 Penalty: 5176.443359
	Iteration 12Q: 3 clusters Score -4082026 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4082148.000000 Penalty: 5176.443359
	Iteration 13Q: 3 clusters Score -4082148 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4082340.750000 Penalty: 5176.443359
	Iteration 14Q: 3 clusters Score -4082341 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4082551.750000 Penalty: 5176.443359
	Iteration 15Q: 3 clusters Score -4082552 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4082824.250000 Penalty: 5176.443359
	Iteration 16Q: 3 clusters Score -4082824 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4083242.500000 Penalty: 5176.443359
	Iteration 17Q: 3 clusters Score -4083242 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4083876.500000 Penalty: 5176.443359
	Iteration 18Q: 3 clusters Score -4083876 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4084788.250000 Penalty: 5176.443359
	Iteration 19Q: 3 clusters Score -4084788 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4085932.500000 Penalty: 5176.443359
	Iteration 20F: 3 clusters Score -4085932 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4087237.000000 Penalty: 5176.443359
	Iteration 21Q: 3 clusters Score -4087237 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4088576.000000 Penalty: 5176.443359
	Iteration 22Q: 3 clusters Score -4088576 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4089623.250000 Penalty: 5176.443359
	Iteration 23Q: 3 clusters Score -4089623 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4090298.750000 Penalty: 5176.443359
	Iteration 24Q: 3 clusters Score -4090299 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4090795.250000 Penalty: 5176.443359
	Iteration 25Q: 3 clusters Score -4090795 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4091172.000000 Penalty: 5176.443359
	Iteration 26Q: 3 clusters Score -4091172 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4091425.000000 Penalty: 5176.443359
	Iteration 27Q: 3 clusters Score -4091425 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4091638.500000 Penalty: 5176.443359
	Iteration 28Q: 3 clusters Score -4091638 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4091813.250000 Penalty: 5176.443359
	Iteration 29Q: 3 clusters Score -4091813 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4091967.000000 Penalty: 5176.443359
	Iteration 30Q: 3 clusters Score -4091967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4092103.500000 Penalty: 5176.443359
	Iteration 31Q: 3 clusters Score -4092104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4092209.000000 Penalty: 5176.443359
	Iteration 32Q: 3 clusters Score -4092209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4092283.000000 Penalty: 5176.443359
	Iteration 33Q: 3 clusters Score -4092283 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4092349.750000 Penalty: 5176.443359
	Iteration 34Q: 3 clusters Score -4092350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4092404.500000 Penalty: 5176.443359
	Iteration 35Q: 3 clusters Score -4092404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4092443.500000 Penalty: 5176.443359
	Iteration 36Q: 3 clusters Score -4092444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4092476.000000 Penalty: 5176.443359
	Iteration 37Q: 3 clusters Score -4092476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4092519.250000 Penalty: 5176.443359
	Iteration 38Q: 3 clusters Score -4092519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4092551.250000 Penalty: 5176.443359
	Iteration 39Q: 3 clusters Score -4092551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4092582.750000 Penalty: 5176.443359
	Iteration 40F: 3 clusters Score -4092583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4092608.000000 Penalty: 5176.443359
	Iteration 41Q: 3 clusters Score -4092608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4092622.000000 Penalty: 5176.443359
	Iteration 42Q: 3 clusters Score -4092622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4092626.500000 Penalty: 5176.443359
	Iteration 43Q: 3 clusters Score -4092626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4092635.500000 Penalty: 5176.443359
	Iteration 44Q: 3 clusters Score -4092636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4092647.250000 Penalty: 5176.443359
	Iteration 45Q: 3 clusters Score -4092647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4092656.250000 Penalty: 5176.443359
	Iteration 46Q: 3 clusters Score -4092656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4092660.500000 Penalty: 5176.443359
	Iteration 47Q: 3 clusters Score -4092660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4092662.500000 Penalty: 5176.443359
	Iteration 48Q: 3 clusters Score -4092662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4092668.000000 Penalty: 5176.443359
	Iteration 49Q: 3 clusters Score -4092668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4092668.250000 Penalty: 5176.443359
	Iteration 50Q: 3 clusters Score -4092668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4092684.500000 Penalty: 5176.443359
	Iteration 51Q: 3 clusters Score -4092684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4092693.500000 Penalty: 5176.443359
	Iteration 52Q: 3 clusters Score -4092694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4092705.000000 Penalty: 5176.443359
	Iteration 53Q: 3 clusters Score -4092705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4092713.250000 Penalty: 5176.443359
	Iteration 54Q: 3 clusters Score -4092713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4092710.500000 Penalty: 5176.443359
	Iteration 55Q: 3 clusters Score -4092710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4092711.500000 Penalty: 5176.443359
	Iteration 56Q: 3 clusters Score -4092712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4092711.500000 Penalty: 5176.443359
	Iteration 57F: 3 clusters Score -4092712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 83072 members 
Mstep: Class 3 contains 49720 members 
Mstep: Class 4 contains 58926 members 
Mstep: Class 6 contains 146775 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41310 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 202997 members 
Mstep: Class 13 contains 159853 members 
Mstep: Class 14 contains 186913 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 19770 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054008.000000 Penalty: 54895.289062
Iteration 159Q: 17 clusters Score -1.18054e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 83073 members 
Mstep: Class 3 contains 49705 members 
Mstep: Class 4 contains 58928 members 
Mstep: Class 6 contains 146719 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41319 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 203018 members 
Mstep: Class 13 contains 159857 members 
Mstep: Class 14 contains 186923 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054032.000000 Penalty: 54895.289062
Iteration 160F: 17 clusters Score -1.18054e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83067 members 
Mstep: Class 3 contains 49687 members 
Mstep: Class 4 contains 58930 members 
Mstep: Class 6 contains 146679 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41329 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 203031 members 
Mstep: Class 13 contains 159880 members 
Mstep: Class 14 contains 186924 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 19755 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 54895.289062
Iteration 161Q: 17 clusters Score -1.18054e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83069 members 
Mstep: Class 3 contains 49673 members 
Mstep: Class 4 contains 58933 members 
Mstep: Class 6 contains 146638 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41335 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 203045 members 
Mstep: Class 13 contains 159893 members 
Mstep: Class 14 contains 186919 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 19754 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053960.000000 Penalty: 54895.289062
Iteration 162Q: 17 clusters Score -1.18054e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83077 members 
Mstep: Class 3 contains 49651 members 
Mstep: Class 4 contains 58935 members 
Mstep: Class 6 contains 146594 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 203076 members 
Mstep: Class 13 contains 159895 members 
Mstep: Class 14 contains 186908 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 19748 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 54895.289062
Iteration 163Q: 17 clusters Score -1.18054e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83083 members 
Mstep: Class 3 contains 49637 members 
Mstep: Class 4 contains 58939 members 
Mstep: Class 6 contains 146541 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41357 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 203096 members 
Mstep: Class 13 contains 159911 members 
Mstep: Class 14 contains 186905 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054000.000000 Penalty: 54895.289062
Iteration 164Q: 17 clusters Score -1.18054e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83092 members 
Mstep: Class 3 contains 49623 members 
Mstep: Class 4 contains 58945 members 
Mstep: Class 6 contains 146497 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41363 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 203108 members 
Mstep: Class 13 contains 159920 members 
Mstep: Class 14 contains 186906 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 19744 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054000.000000 Penalty: 54895.289062
Iteration 165Q: 17 clusters Score -1.18054e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83107 members 
Mstep: Class 3 contains 49608 members 
Mstep: Class 4 contains 58946 members 
Mstep: Class 6 contains 146436 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41366 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 203139 members 
Mstep: Class 13 contains 159932 members 
Mstep: Class 14 contains 186905 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 19744 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054184.000000 Penalty: 54895.289062
Iteration 166Q: 17 clusters Score -1.180542e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83117 members 
Mstep: Class 3 contains 49598 members 
Mstep: Class 4 contains 58951 members 
Mstep: Class 6 contains 146390 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41369 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203160 members 
Mstep: Class 13 contains 159941 members 
Mstep: Class 14 contains 186905 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 19742 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054088.000000 Penalty: 54895.289062
Iteration 167Q: 17 clusters Score -1.180541e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83122 members 
Mstep: Class 3 contains 49583 members 
Mstep: Class 4 contains 58955 members 
Mstep: Class 6 contains 146349 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41369 members 
Mstep: Class 11 contains 21770 members 
Mstep: Class 12 contains 203182 members 
Mstep: Class 13 contains 159951 members 
Mstep: Class 14 contains 186906 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 19734 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054056.000000 Penalty: 54895.289062
Iteration 168Q: 17 clusters Score -1.180541e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83123 members 
Mstep: Class 3 contains 49568 members 
Mstep: Class 4 contains 58955 members 
Mstep: Class 6 contains 146314 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41375 members 
Mstep: Class 11 contains 21770 members 
Mstep: Class 12 contains 203206 members 
Mstep: Class 13 contains 159956 members 
Mstep: Class 14 contains 186900 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054176.000000 Penalty: 54895.289062
Iteration 169Q: 17 clusters Score -1.180542e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83124 members 
Mstep: Class 3 contains 49557 members 
Mstep: Class 4 contains 58953 members 
Mstep: Class 6 contains 146278 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41391 members 
Mstep: Class 11 contains 21770 members 
Mstep: Class 12 contains 203212 members 
Mstep: Class 13 contains 159966 members 
Mstep: Class 14 contains 186901 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054032.000000 Penalty: 54895.289062
Iteration 170Q: 17 clusters Score -1.18054e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83124 members 
Mstep: Class 3 contains 49545 members 
Mstep: Class 4 contains 58953 members 
Mstep: Class 6 contains 146245 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 11 contains 21770 members 
Mstep: Class 12 contains 203201 members 
Mstep: Class 13 contains 159979 members 
Mstep: Class 14 contains 186915 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 19695 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053984.000000 Penalty: 54895.289062
Iteration 171Q: 17 clusters Score -1.18054e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83125 members 
Mstep: Class 3 contains 49533 members 
Mstep: Class 4 contains 58953 members 
Mstep: Class 6 contains 146219 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41396 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203215 members 
Mstep: Class 13 contains 159979 members 
Mstep: Class 14 contains 186915 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 19686 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054056.000000 Penalty: 54895.289062
Iteration 172Q: 17 clusters Score -1.180541e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83124 members 
Mstep: Class 3 contains 49525 members 
Mstep: Class 4 contains 58956 members 
Mstep: Class 6 contains 146203 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203214 members 
Mstep: Class 13 contains 159973 members 
Mstep: Class 14 contains 186918 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053992.000000 Penalty: 54895.289062
Iteration 173Q: 17 clusters Score -1.18054e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83122 members 
Mstep: Class 3 contains 49516 members 
Mstep: Class 4 contains 58956 members 
Mstep: Class 6 contains 146187 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41400 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203223 members 
Mstep: Class 13 contains 159971 members 
Mstep: Class 14 contains 186921 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053992.000000 Penalty: 54895.289062
Iteration 174Q: 17 clusters Score -1.18054e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83120 members 
Mstep: Class 3 contains 49506 members 
Mstep: Class 4 contains 58956 members 
Mstep: Class 6 contains 146154 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41405 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203242 members 
Mstep: Class 13 contains 159973 members 
Mstep: Class 14 contains 186923 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 19662 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053952.000000 Penalty: 54895.289062
Iteration 175Q: 17 clusters Score -1.18054e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83120 members 
Mstep: Class 3 contains 49500 members 
Mstep: Class 4 contains 58959 members 
Mstep: Class 6 contains 146119 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41410 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203258 members 
Mstep: Class 13 contains 159972 members 
Mstep: Class 14 contains 186928 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 19651 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053976.000000 Penalty: 54895.289062
Iteration 176Q: 17 clusters Score -1.18054e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83123 members 
Mstep: Class 3 contains 49493 members 
Mstep: Class 4 contains 58962 members 
Mstep: Class 6 contains 146090 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203269 members 
Mstep: Class 13 contains 159973 members 
Mstep: Class 14 contains 186927 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 19643 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053952.000000 Penalty: 54895.289062
Iteration 177Q: 17 clusters Score -1.18054e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83133 members 
Mstep: Class 3 contains 49487 members 
Mstep: Class 4 contains 58962 members 
Mstep: Class 6 contains 146040 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203289 members 
Mstep: Class 13 contains 159979 members 
Mstep: Class 14 contains 186927 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 19630 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054048.000000 Penalty: 54895.289062
Iteration 178Q: 17 clusters Score -1.18054e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83137 members 
Mstep: Class 3 contains 49479 members 
Mstep: Class 4 contains 58963 members 
Mstep: Class 6 contains 145998 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41417 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203315 members 
Mstep: Class 13 contains 159976 members 
Mstep: Class 14 contains 186935 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 19610 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054144.000000 Penalty: 54895.289062
Iteration 179Q: 17 clusters Score -1.180541e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83134 members 
Mstep: Class 3 contains 49472 members 
Mstep: Class 4 contains 58964 members 
Mstep: Class 6 contains 145965 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41425 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203331 members 
Mstep: Class 13 contains 159975 members 
Mstep: Class 14 contains 186944 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 19601 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054168.000000 Penalty: 54895.289062
Iteration 180F: 17 clusters Score -1.180542e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83140 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 58964 members 
Mstep: Class 6 contains 145928 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203351 members 
Mstep: Class 13 contains 159972 members 
Mstep: Class 14 contains 186946 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 19586 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054120.000000 Penalty: 54895.289062
Iteration 181Q: 17 clusters Score -1.180541e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 83140 members 
Mstep: Class 3 contains 49465 members 
Mstep: Class 4 contains 58967 members 
Mstep: Class 6 contains 145893 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203362 members 
Mstep: Class 13 contains 159980 members 
Mstep: Class 14 contains 186944 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19572 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054056.000000 Penalty: 54895.289062
Iteration 182Q: 17 clusters Score -1.180541e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 83151 members 
Mstep: Class 3 contains 49465 members 
Mstep: Class 4 contains 58970 members 
Mstep: Class 6 contains 145863 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 41431 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203363 members 
Mstep: Class 13 contains 159977 members 
Mstep: Class 14 contains 186948 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19554 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054136.000000 Penalty: 54895.289062
Iteration 183Q: 17 clusters Score -1.180541e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 83158 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 58969 members 
Mstep: Class 6 contains 145840 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203365 members 
Mstep: Class 13 contains 159972 members 
Mstep: Class 14 contains 186951 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19533 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054016.000000 Penalty: 54895.289062
Iteration 184Q: 17 clusters Score -1.18054e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 83164 members 
Mstep: Class 3 contains 49463 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 145818 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 41434 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203381 members 
Mstep: Class 13 contains 159961 members 
Mstep: Class 14 contains 186953 members 
Mstep: Class 15 contains 2746 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19522 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054040.000000 Penalty: 54895.289062
Iteration 185Q: 17 clusters Score -1.18054e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 83165 members 
Mstep: Class 3 contains 49461 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 145793 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203395 members 
Mstep: Class 13 contains 159952 members 
Mstep: Class 14 contains 186955 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054160.000000 Penalty: 54895.289062
Iteration 186Q: 17 clusters Score -1.180542e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83168 members 
Mstep: Class 3 contains 49457 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 145777 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41437 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203402 members 
Mstep: Class 13 contains 159953 members 
Mstep: Class 14 contains 186954 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19497 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 34810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054080.000000 Penalty: 54895.289062
Iteration 187Q: 17 clusters Score -1.180541e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83167 members 
Mstep: Class 3 contains 49454 members 
Mstep: Class 4 contains 58970 members 
Mstep: Class 6 contains 145760 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41439 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203402 members 
Mstep: Class 13 contains 159950 members 
Mstep: Class 14 contains 186955 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19485 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054032.000000 Penalty: 54895.289062
Iteration 188Q: 17 clusters Score -1.18054e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83165 members 
Mstep: Class 3 contains 49454 members 
Mstep: Class 4 contains 58969 members 
Mstep: Class 6 contains 145729 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203402 members 
Mstep: Class 13 contains 159948 members 
Mstep: Class 14 contains 186961 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054088.000000 Penalty: 54895.289062
Iteration 189Q: 17 clusters Score -1.180541e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83158 members 
Mstep: Class 3 contains 49455 members 
Mstep: Class 4 contains 58971 members 
Mstep: Class 6 contains 145703 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41444 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203406 members 
Mstep: Class 13 contains 159946 members 
Mstep: Class 14 contains 186960 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054088.000000 Penalty: 54895.289062
Iteration 190Q: 17 clusters Score -1.180541e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83159 members 
Mstep: Class 3 contains 49457 members 
Mstep: Class 4 contains 58970 members 
Mstep: Class 6 contains 145661 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41450 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203404 members 
Mstep: Class 13 contains 159952 members 
Mstep: Class 14 contains 186964 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054080.000000 Penalty: 54895.289062
Iteration 191Q: 17 clusters Score -1.180541e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83158 members 
Mstep: Class 3 contains 49456 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 145627 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41457 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203399 members 
Mstep: Class 13 contains 159954 members 
Mstep: Class 14 contains 186966 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19442 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 34997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054112.000000 Penalty: 54895.289062
Iteration 192Q: 17 clusters Score -1.180541e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83153 members 
Mstep: Class 3 contains 49454 members 
Mstep: Class 4 contains 58974 members 
Mstep: Class 6 contains 145591 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41456 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203405 members 
Mstep: Class 13 contains 159954 members 
Mstep: Class 14 contains 186969 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19427 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054152.000000 Penalty: 54895.289062
Iteration 193Q: 17 clusters Score -1.180542e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83143 members 
Mstep: Class 3 contains 49449 members 
Mstep: Class 4 contains 58976 members 
Mstep: Class 6 contains 145562 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41461 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203415 members 
Mstep: Class 13 contains 159954 members 
Mstep: Class 14 contains 186966 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19414 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054160.000000 Penalty: 54895.289062
Iteration 194Q: 17 clusters Score -1.180542e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83128 members 
Mstep: Class 3 contains 49442 members 
Mstep: Class 4 contains 58975 members 
Mstep: Class 6 contains 145541 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41467 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203433 members 
Mstep: Class 13 contains 159950 members 
Mstep: Class 14 contains 186964 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19399 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054216.000000 Penalty: 54895.289062
Iteration 195Q: 17 clusters Score -1.180542e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83133 members 
Mstep: Class 3 contains 49434 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 145512 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41476 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203448 members 
Mstep: Class 13 contains 159939 members 
Mstep: Class 14 contains 186962 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19375 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054216.000000 Penalty: 54895.289062
Iteration 196Q: 17 clusters Score -1.180542e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83140 members 
Mstep: Class 3 contains 49431 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 145496 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203459 members 
Mstep: Class 13 contains 159914 members 
Mstep: Class 14 contains 186961 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19346 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054288.000000 Penalty: 54895.289062
Iteration 197Q: 17 clusters Score -1.180543e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83143 members 
Mstep: Class 3 contains 49430 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 145481 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203479 members 
Mstep: Class 13 contains 159884 members 
Mstep: Class 14 contains 186964 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 19317 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054264.000000 Penalty: 54895.289062
Iteration 198Q: 17 clusters Score -1.180543e+08 nChanged 162
Entering ConstructFrom: 
Score: -118054264.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -309622.062500 Penalty: 1967.403809
	Iteration 0F: 2 clusters Score -309622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306512.875000 Penalty: 3934.807617
	Iteration 0F: 3 clusters Score -306512.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -307131.812500 Penalty: 3934.807617
	Iteration 1F: 3 clusters Score -307131.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307265.718750 Penalty: 3934.807617
	Iteration 2F: 3 clusters Score -307265.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -307343.687500 Penalty: 3934.807617
	Iteration 3Q: 3 clusters Score -307343.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -307396.468750 Penalty: 3934.807617
	Iteration 4Q: 3 clusters Score -307396.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -307432.062500 Penalty: 3934.807617
	Iteration 5Q: 3 clusters Score -307432.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -307446.625000 Penalty: 3934.807617
	Iteration 6Q: 3 clusters Score -307446.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -307459.531250 Penalty: 3934.807617
	Iteration 7Q: 3 clusters Score -307459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -307471.437500 Penalty: 3934.807617
	Iteration 8Q: 3 clusters Score -307471.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -307485.812500 Penalty: 3934.807617
	Iteration 9Q: 3 clusters Score -307485.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -307498.937500 Penalty: 3934.807617
	Iteration 10Q: 3 clusters Score -307498.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -307524.968750 Penalty: 3934.807617
	Iteration 11Q: 3 clusters Score -307525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307559.250000 Penalty: 3934.807617
	Iteration 12Q: 3 clusters Score -307559.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -307593.250000 Penalty: 3934.807617
	Iteration 13Q: 3 clusters Score -307593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307631.656250 Penalty: 3934.807617
	Iteration 14Q: 3 clusters Score -307631.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -307688.250000 Penalty: 3934.807617
	Iteration 15Q: 3 clusters Score -307688.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307750.312500 Penalty: 3934.807617
	Iteration 16Q: 3 clusters Score -307750.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307862.687500 Penalty: 3934.807617
	Iteration 17Q: 3 clusters Score -307862.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -307997.968750 Penalty: 3934.807617
	Iteration 18Q: 3 clusters Score -307998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -308103.000000 Penalty: 3934.807617
	Iteration 19Q: 3 clusters Score -308103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308160.312500 Penalty: 3934.807617
	Iteration 20F: 3 clusters Score -308160.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -308206.218750 Penalty: 3934.807617
	Iteration 21Q: 3 clusters Score -308206.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -308248.187500 Penalty: 3934.807617
	Iteration 22Q: 3 clusters Score -308248.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -308283.718750 Penalty: 3934.807617
	Iteration 23Q: 3 clusters Score -308283.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -308309.937500 Penalty: 3934.807617
	Iteration 24Q: 3 clusters Score -308309.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -308336.031250 Penalty: 3934.807617
	Iteration 25Q: 3 clusters Score -308336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -308365.156250 Penalty: 3934.807617
	Iteration 26Q: 3 clusters Score -308365.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -308399.312500 Penalty: 3934.807617
	Iteration 27Q: 3 clusters Score -308399.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -308432.250000 Penalty: 3934.807617
	Iteration 28Q: 3 clusters Score -308432.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -308457.375000 Penalty: 3934.807617
	Iteration 29Q: 3 clusters Score -308457.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -308492.531250 Penalty: 3934.807617
	Iteration 30Q: 3 clusters Score -308492.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -308519.406250 Penalty: 3934.807617
	Iteration 31Q: 3 clusters Score -308519.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -308543.875000 Penalty: 3934.807617
	Iteration 32Q: 3 clusters Score -308543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -308575.218750 Penalty: 3934.807617
	Iteration 33Q: 3 clusters Score -308575.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -308600.562500 Penalty: 3934.807617
	Iteration 34Q: 3 clusters Score -308600.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -308619.531250 Penalty: 3934.807617
	Iteration 35Q: 3 clusters Score -308619.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -308635.593750 Penalty: 3934.807617
	Iteration 36Q: 3 clusters Score -308635.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -308651.625000 Penalty: 3934.807617
	Iteration 37Q: 3 clusters Score -308651.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -308668.218750 Penalty: 3934.807617
	Iteration 38Q: 3 clusters Score -308668.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -308680.625000 Penalty: 3934.807617
	Iteration 39Q: 3 clusters Score -308680.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308700.062500 Penalty: 3934.807617
	Iteration 40F: 3 clusters Score -308700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -308718.500000 Penalty: 3934.807617
	Iteration 41Q: 3 clusters Score -308718.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -308730.781250 Penalty: 3934.807617
	Iteration 42Q: 3 clusters Score -308730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -308743.281250 Penalty: 3934.807617
	Iteration 43Q: 3 clusters Score -308743.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -308749.343750 Penalty: 3934.807617
	Iteration 44Q: 3 clusters Score -308749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -308753.937500 Penalty: 3934.807617
	Iteration 45Q: 3 clusters Score -308753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -308758.875000 Penalty: 3934.807617
	Iteration 46Q: 3 clusters Score -308758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -308763.312500 Penalty: 3934.807617
	Iteration 47Q: 3 clusters Score -308763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -308768.218750 Penalty: 3934.807617
	Iteration 48Q: 3 clusters Score -308768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -308772.718750 Penalty: 3934.807617
	Iteration 49Q: 3 clusters Score -308772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -308774.718750 Penalty: 3934.807617
	Iteration 50Q: 3 clusters Score -308774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -308779.750000 Penalty: 3934.807617
	Iteration 51Q: 3 clusters Score -308779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -308789.406250 Penalty: 3934.807617
	Iteration 52Q: 3 clusters Score -308789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -308817.562500 Penalty: 3934.807617
	Iteration 53Q: 3 clusters Score -308817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -308864.875000 Penalty: 3934.807617
	Iteration 54Q: 3 clusters Score -308864.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -308906.250000 Penalty: 3934.807617
	Iteration 55Q: 3 clusters Score -308906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -308926.562500 Penalty: 3934.807617
	Iteration 56Q: 3 clusters Score -308926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -308932.781250 Penalty: 3934.807617
	Iteration 57Q: 3 clusters Score -308932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -308938.625000 Penalty: 3934.807617
	Iteration 58Q: 3 clusters Score -308938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -308940.093750 Penalty: 3934.807617
	Iteration 59Q: 3 clusters Score -308940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -308941.562500 Penalty: 3934.807617
	Iteration 60F: 3 clusters Score -308941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -308942.718750 Penalty: 3934.807617
	Iteration 61Q: 3 clusters Score -308942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -308944.687500 Penalty: 3934.807617
	Iteration 62Q: 3 clusters Score -308944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -308947.843750 Penalty: 3934.807617
	Iteration 63Q: 3 clusters Score -308947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -308948.968750 Penalty: 3934.807617
	Iteration 64Q: 3 clusters Score -308949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -308948.968750 Penalty: 3934.807617
	Iteration 65F: 3 clusters Score -308949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Entering Unmasked Estep 
Score: -9868835.000000 Penalty: 2809.434570
	Iteration 0F: 2 clusters Score -9868835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -9813397.000000 Penalty: 5618.869141
	Iteration 0F: 3 clusters Score -9813397 nChanged 39006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -9835881.000000 Penalty: 5618.869141
	Iteration 1F: 3 clusters Score -9835881 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -9837109.000000 Penalty: 5618.869141
	Iteration 2Q: 3 clusters Score -9837109 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9838906.000000 Penalty: 5618.869141
	Iteration 3Q: 3 clusters Score -9838906 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -9841389.000000 Penalty: 5618.869141
	Iteration 4F: 3 clusters Score -9841389 nChanged 5383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9849783 nChanged 6116
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Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9860274 nChanged 1687
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Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9860866 nChanged 1162
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Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9861535 nChanged 988
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Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9861788 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9862272 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9862527 nChanged 833
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Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9862734 nChanged 838
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Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9862958 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9863174 nChanged 780
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Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9863364 nChanged 787
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Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9863573 nChanged 856
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Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9863815 nChanged 799
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9864032 nChanged 830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9864278 nChanged 754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9864490 nChanged 701
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Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9864696 nChanged 660
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Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9864845 nChanged 636
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Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9865029 nChanged 581
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Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9865188 nChanged 547
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Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 8542 members 
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Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9865688 nChanged 454
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Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9865825 nChanged 438
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Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9866301 nChanged 265
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Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78301 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78859 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78980 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 79108 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9866621 nChanged 126
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Mstep: Class 1 contains 79232 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 79331 members 
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	Iteration 50Q: 3 clusters Score -9866671 nChanged 101
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Mstep: Class 1 contains 79430 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9866709 nChanged 109
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Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 3610 members 
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	Iteration 52Q: 3 clusters Score -9866690 nChanged 86
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Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9866720 nChanged 77
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Mstep: Class 1 contains 79692 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9866736 nChanged 67
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Mstep: Class 1 contains 79759 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9866733 nChanged 53
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Mstep: Class 1 contains 79812 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9866731 nChanged 49
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9866755 nChanged 44
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Mstep: Class 1 contains 79903 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9866761 nChanged 45
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9866775 nChanged 47
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	Iteration 60F: 3 clusters Score -9866781 nChanged 45
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Mstep: Class 1 contains 80030 members 
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	Iteration 61Q: 3 clusters Score -9866783 nChanged 35
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Mstep: Class 1 contains 80065 members 
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	Iteration 62Q: 3 clusters Score -9866797 nChanged 50
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	Iteration 63Q: 3 clusters Score -9866805 nChanged 51
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Mstep: Class 1 contains 80162 members 
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	Iteration 64Q: 3 clusters Score -9866791 nChanged 44
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Mstep: Class 1 contains 80200 members 
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	Iteration 65Q: 3 clusters Score -9866801 nChanged 45
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9866818 nChanged 34
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9866813 nChanged 32
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	Iteration 68Q: 3 clusters Score -9866812 nChanged 30
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	Iteration 69Q: 3 clusters Score -9866806 nChanged 28
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	Iteration 70Q: 3 clusters Score -9866805 nChanged 24
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Mstep: Class 1 contains 80387 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9866820 nChanged 18
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	Iteration 72Q: 3 clusters Score -9866813 nChanged 15
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	Iteration 73Q: 3 clusters Score -9866826 nChanged 11
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	Iteration 74Q: 3 clusters Score -9866827 nChanged 8
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9866821 nChanged 9
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	Iteration 76Q: 3 clusters Score -9866815 nChanged 11
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	Iteration 77Q: 3 clusters Score -9866822 nChanged 7
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	Iteration 78Q: 3 clusters Score -9866829 nChanged 3
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	Iteration 79Q: 3 clusters Score -9866834 nChanged 5
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	Iteration 80F: 3 clusters Score -9866834 nChanged 7
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	Iteration 81Q: 3 clusters Score -9866835 nChanged 4
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	Iteration 82Q: 3 clusters Score -9866843 nChanged 4
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	Iteration 83Q: 3 clusters Score -9866839 nChanged 7
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	Iteration 84Q: 3 clusters Score -9866841 nChanged 11
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	Iteration 85Q: 3 clusters Score -9866845 nChanged 6
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	Iteration 86Q: 3 clusters Score -9866858 nChanged 5
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	Iteration 87Q: 3 clusters Score -9866856 nChanged 5
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	Iteration 88Q: 3 clusters Score -9866858 nChanged 2
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	Iteration 89Q: 3 clusters Score -9866862 nChanged 3
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	Iteration 90Q: 3 clusters Score -9866863 nChanged 1
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	Iteration 91Q: 3 clusters Score -9866855 nChanged 2
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	Iteration 92Q: 3 clusters Score -9866860 nChanged 2
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	Iteration 93Q: 3 clusters Score -9866856 nChanged 2
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	Iteration 94Q: 3 clusters Score -9866852 nChanged 1
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	Iteration 95Q: 3 clusters Score -9866849 nChanged 0
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Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9866849.000000 Penalty: 5618.869141
	Iteration 96F: 3 clusters Score -9866849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Entering Unmasked Estep 
Score: -5647564.500000 Penalty: 2680.436523
	Iteration 0F: 2 clusters Score -5647564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5614319.000000 Penalty: 5360.873047
	Iteration 0F: 3 clusters Score -5614319 nChanged 22808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5626777.500000 Penalty: 5360.873047
	Iteration 1F: 3 clusters Score -5626778 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5627335.000000 Penalty: 5360.873047
	Iteration 2Q: 3 clusters Score -5627335 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -5627869.500000 Penalty: 5360.873047
	Iteration 3Q: 3 clusters Score -5627870 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5628421.000000 Penalty: 5360.873047
	Iteration 4Q: 3 clusters Score -5628421 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5629213.000000 Penalty: 5360.873047
	Iteration 5Q: 3 clusters Score -5629213 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5630369.000000 Penalty: 5360.873047
	Iteration 6Q: 3 clusters Score -5630369 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5632090.000000 Penalty: 5360.873047
	Iteration 7F: 3 clusters Score -5632090 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -5634545.000000 Penalty: 5360.873047
	Iteration 8F: 3 clusters Score -5634545 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5637596.000000 Penalty: 5360.873047
	Iteration 9F: 3 clusters Score -5637596 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5640549.500000 Penalty: 5360.873047
	Iteration 10F: 3 clusters Score -5640550 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5642650.000000 Penalty: 5360.873047
	Iteration 11Q: 3 clusters Score -5642650 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -5643942.500000 Penalty: 5360.873047
	Iteration 12Q: 3 clusters Score -5643942 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -5644609.500000 Penalty: 5360.873047
	Iteration 13Q: 3 clusters Score -5644610 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5644914.500000 Penalty: 5360.873047
	Iteration 14Q: 3 clusters Score -5644914 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5645053.000000 Penalty: 5360.873047
	Iteration 15Q: 3 clusters Score -5645053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5645130.000000 Penalty: 5360.873047
	Iteration 16Q: 3 clusters Score -5645130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5645171.000000 Penalty: 5360.873047
	Iteration 17Q: 3 clusters Score -5645171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -5645198.500000 Penalty: 5360.873047
	Iteration 18Q: 3 clusters Score -5645198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5645218.000000 Penalty: 5360.873047
	Iteration 19Q: 3 clusters Score -5645218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -5645222.000000 Penalty: 5360.873047
	Iteration 20F: 3 clusters Score -5645222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5645224.000000 Penalty: 5360.873047
	Iteration 21Q: 3 clusters Score -5645224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -5645229.000000 Penalty: 5360.873047
	Iteration 22Q: 3 clusters Score -5645229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -5645229.000000 Penalty: 5360.873047
	Iteration 23Q: 3 clusters Score -5645229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -5645233.500000 Penalty: 5360.873047
	Iteration 24Q: 3 clusters Score -5645234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -5645233.500000 Penalty: 5360.873047
	Iteration 25F: 3 clusters Score -5645234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Entering Unmasked Estep 
Score: -6976613.500000 Penalty: 2724.272705
	Iteration 0F: 2 clusters Score -6976614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6936986.000000 Penalty: 5448.545410
	Iteration 0F: 3 clusters Score -6936986 nChanged 27508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -6952688.000000 Penalty: 5448.545410
	Iteration 1F: 3 clusters Score -6952688 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -6953525.500000 Penalty: 5448.545410
	Iteration 2Q: 3 clusters Score -6953526 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -6954459.000000 Penalty: 5448.545410
	Iteration 3Q: 3 clusters Score -6954459 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -6955626.000000 Penalty: 5448.545410
	Iteration 4Q: 3 clusters Score -6955626 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6957118.000000 Penalty: 5448.545410
	Iteration 5Q: 3 clusters Score -6957118 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6958888.000000 Penalty: 5448.545410
	Iteration 6F: 3 clusters Score -6958888 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -6960806.000000 Penalty: 5448.545410
	Iteration 7F: 3 clusters Score -6960806 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -6962605.000000 Penalty: 5448.545410
	Iteration 8F: 3 clusters Score -6962605 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -6964256.500000 Penalty: 5448.545410
	Iteration 9Q: 3 clusters Score -6964256 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -6965870.500000 Penalty: 5448.545410
	Iteration 10Q: 3 clusters Score -6965870 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -6967366.000000 Penalty: 5448.545410
	Iteration 11Q: 3 clusters Score -6967366 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -6968881.500000 Penalty: 5448.545410
	Iteration 12Q: 3 clusters Score -6968882 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -6970161.500000 Penalty: 5448.545410
	Iteration 13Q: 3 clusters Score -6970162 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -6971406.500000 Penalty: 5448.545410
	Iteration 14Q: 3 clusters Score -6971406 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6972294.500000 Penalty: 5448.545410
	Iteration 15Q: 3 clusters Score -6972294 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6972949.500000 Penalty: 5448.545410
	Iteration 16Q: 3 clusters Score -6972950 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6973427.000000 Penalty: 5448.545410
	Iteration 17Q: 3 clusters Score -6973427 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6973805.000000 Penalty: 5448.545410
	Iteration 18Q: 3 clusters Score -6973805 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6974012.000000 Penalty: 5448.545410
	Iteration 19Q: 3 clusters Score -6974012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6974149.500000 Penalty: 5448.545410
	Iteration 20F: 3 clusters Score -6974150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6974239.500000 Penalty: 5448.545410
	Iteration 21Q: 3 clusters Score -6974240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6974298.000000 Penalty: 5448.545410
	Iteration 22Q: 3 clusters Score -6974298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6974340.500000 Penalty: 5448.545410
	Iteration 23Q: 3 clusters Score -6974340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6974390.500000 Penalty: 5448.545410
	Iteration 24Q: 3 clusters Score -6974390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6974418.000000 Penalty: 5448.545410
	Iteration 25Q: 3 clusters Score -6974418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6974429.000000 Penalty: 5448.545410
	Iteration 26Q: 3 clusters Score -6974429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6974449.500000 Penalty: 5448.545410
	Iteration 27Q: 3 clusters Score -6974450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6974457.000000 Penalty: 5448.545410
	Iteration 28Q: 3 clusters Score -6974457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6974474.500000 Penalty: 5448.545410
	Iteration 29Q: 3 clusters Score -6974474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6974484.000000 Penalty: 5448.545410
	Iteration 30Q: 3 clusters Score -6974484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6974483.500000 Penalty: 5448.545410
	Iteration 31Q: 3 clusters Score -6974484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6974489.500000 Penalty: 5448.545410
	Iteration 32Q: 3 clusters Score -6974490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6974487.500000 Penalty: 5448.545410
	Iteration 33Q: 3 clusters Score -6974488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6974492.500000 Penalty: 5448.545410
	Iteration 34Q: 3 clusters Score -6974492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6974492.000000 Penalty: 5448.545410
	Iteration 35Q: 3 clusters Score -6974492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6974489.000000 Penalty: 5448.545410
	Iteration 36Q: 3 clusters Score -6974489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6974498.000000 Penalty: 5448.545410
	Iteration 37Q: 3 clusters Score -6974498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6974503.000000 Penalty: 5448.545410
	Iteration 38Q: 3 clusters Score -6974503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6974503.000000 Penalty: 5448.545410
	Iteration 39Q: 3 clusters Score -6974503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6974498.500000 Penalty: 5448.545410
	Iteration 40F: 3 clusters Score -6974498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6974501.500000 Penalty: 5448.545410
	Iteration 41Q: 3 clusters Score -6974502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6974507.500000 Penalty: 5448.545410
	Iteration 42Q: 3 clusters Score -6974508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6974507.500000 Penalty: 5448.545410
	Iteration 43Q: 3 clusters Score -6974508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6974505.000000 Penalty: 5448.545410
	Iteration 44Q: 3 clusters Score -6974505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6974509.000000 Penalty: 5448.545410
	Iteration 45Q: 3 clusters Score -6974509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6974512.000000 Penalty: 5448.545410
	Iteration 46Q: 3 clusters Score -6974512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6974512.000000 Penalty: 5448.545410
	Iteration 47F: 3 clusters Score -6974512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (145447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Entering Unmasked Estep 
Score: -17221622.000000 Penalty: 2948.116455
	Iteration 0F: 2 clusters Score -1.722162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -17124086.000000 Penalty: 5896.232910
	Iteration 0F: 3 clusters Score -1.712409e+07 nChanged 69693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -17164776.000000 Penalty: 5896.232910
	Iteration 1F: 3 clusters Score -1.716478e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -17166270.000000 Penalty: 5896.232910
	Iteration 2Q: 3 clusters Score -1.716627e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -17168508.000000 Penalty: 5896.232910
	Iteration 3Q: 3 clusters Score -1.716851e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 94401 members 
Entering Unmasked Estep 
Score: -17172694.000000 Penalty: 5896.232910
	Iteration 4F: 3 clusters Score -1.717269e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -17180188.000000 Penalty: 5896.232910
	Iteration 5F: 3 clusters Score -1.718019e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 118494 members 
Entering Unmasked Estep 
Score: -17191846.000000 Penalty: 5896.232910
	Iteration 6F: 3 clusters Score -1.719185e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 131676 members 
Entering Unmasked Estep 
Score: -17205136.000000 Penalty: 5896.232910
	Iteration 7F: 3 clusters Score -1.720514e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 140417 members 
Entering Unmasked Estep 
Score: -17214114.000000 Penalty: 5896.232910
	Iteration 8F: 3 clusters Score -1.721411e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -17217650.000000 Penalty: 5896.232910
	Iteration 9Q: 3 clusters Score -1.721765e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -17218588.000000 Penalty: 5896.232910
	Iteration 10Q: 3 clusters Score -1.721859e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 145178 members 
Entering Unmasked Estep 
Score: -17218872.000000 Penalty: 5896.232910
	Iteration 11Q: 3 clusters Score -1.721887e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 145228 members 
Entering Unmasked Estep 
Score: -17218940.000000 Penalty: 5896.232910
	Iteration 12Q: 3 clusters Score -1.721894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -17218956.000000 Penalty: 5896.232910
	Iteration 13Q: 3 clusters Score -1.721896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 145253 members 
Entering Unmasked Estep 
Score: -17219022.000000 Penalty: 5896.232910
	Iteration 14Q: 3 clusters Score -1.721902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -17219038.000000 Penalty: 5896.232910
	Iteration 15Q: 3 clusters Score -1.721904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 145257 members 
Entering Unmasked Estep 
Score: -17219042.000000 Penalty: 5896.232910
	Iteration 16Q: 3 clusters Score -1.721904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -17219050.000000 Penalty: 5896.232910
	Iteration 17Q: 3 clusters Score -1.721905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -17219044.000000 Penalty: 5896.232910
	Iteration 18Q: 3 clusters Score -1.721904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -17219052.000000 Penalty: 5896.232910
	Iteration 19Q: 3 clusters Score -1.721905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -17219052.000000 Penalty: 5896.232910
	Iteration 20F: 3 clusters Score -1.721905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -140562.968750 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -140563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138510.750000 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -138510.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139030.468750 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -139030.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -139389.625000 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -139389.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139639.687500 Penalty: 3544.408447
	Iteration 3F: 3 clusters Score -139639.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139944.875000 Penalty: 3544.408447
	Iteration 4F: 3 clusters Score -139944.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140186.203125 Penalty: 3544.408447
	Iteration 5F: 3 clusters Score -140186.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140351.031250 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -140351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -140484.187500 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -140484.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140551.109375 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -140551.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140623.906250 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -140623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140638.781250 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -140638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -140638.781250 Penalty: 3544.408447
	Iteration 11F: 3 clusters Score -140638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83147 members 
Mstep: Class 3 contains 49425 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 145447 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203493 members 
Mstep: Class 13 contains 159858 members 
Mstep: Class 14 contains 186965 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35340 members 
Entering Unmasked Estep 
Score: -118052616.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118054264.000000 to -118052616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Entering Unmasked Estep 
Score: -4941507.500000 Penalty: 2636.999756
	Iteration 0F: 2 clusters Score -4941508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4913532.000000 Penalty: 5273.999512
	Iteration 0F: 3 clusters Score -4913532 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4924144.000000 Penalty: 5273.999512
	Iteration 1F: 3 clusters Score -4924144 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -4925029.500000 Penalty: 5273.999512
	Iteration 2F: 3 clusters Score -4925030 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4926166.500000 Penalty: 5273.999512
	Iteration 3F: 3 clusters Score -4926166 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4927745.500000 Penalty: 5273.999512
	Iteration 4F: 3 clusters Score -4927746 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4929994.500000 Penalty: 5273.999512
	Iteration 5F: 3 clusters Score -4929994 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4932625.000000 Penalty: 5273.999512
	Iteration 6F: 3 clusters Score -4932625 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4935091.000000 Penalty: 5273.999512
	Iteration 7F: 3 clusters Score -4935091 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4936978.500000 Penalty: 5273.999512
	Iteration 8F: 3 clusters Score -4936978 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4938208.500000 Penalty: 5273.999512
	Iteration 9Q: 3 clusters Score -4938208 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4938890.500000 Penalty: 5273.999512
	Iteration 10Q: 3 clusters Score -4938890 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4939320.500000 Penalty: 5273.999512
	Iteration 11Q: 3 clusters Score -4939320 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4939623.500000 Penalty: 5273.999512
	Iteration 12Q: 3 clusters Score -4939624 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4939806.000000 Penalty: 5273.999512
	Iteration 13Q: 3 clusters Score -4939806 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4939978.500000 Penalty: 5273.999512
	Iteration 14Q: 3 clusters Score -4939978 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4940082.000000 Penalty: 5273.999512
	Iteration 15Q: 3 clusters Score -4940082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4940137.000000 Penalty: 5273.999512
	Iteration 16Q: 3 clusters Score -4940137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4940237.000000 Penalty: 5273.999512
	Iteration 17Q: 3 clusters Score -4940237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4940301.000000 Penalty: 5273.999512
	Iteration 18Q: 3 clusters Score -4940301 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4940352.500000 Penalty: 5273.999512
	Iteration 19Q: 3 clusters Score -4940352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4940402.000000 Penalty: 5273.999512
	Iteration 20F: 3 clusters Score -4940402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4940433.000000 Penalty: 5273.999512
	Iteration 21Q: 3 clusters Score -4940433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4940462.000000 Penalty: 5273.999512
	Iteration 22Q: 3 clusters Score -4940462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4940460.500000 Penalty: 5273.999512
	Iteration 23Q: 3 clusters Score -4940460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4940480.500000 Penalty: 5273.999512
	Iteration 24Q: 3 clusters Score -4940480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4940491.000000 Penalty: 5273.999512
	Iteration 25Q: 3 clusters Score -4940491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4940507.500000 Penalty: 5273.999512
	Iteration 26Q: 3 clusters Score -4940508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4940513.000000 Penalty: 5273.999512
	Iteration 27Q: 3 clusters Score -4940513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4940517.500000 Penalty: 5273.999512
	Iteration 28Q: 3 clusters Score -4940518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4940531.500000 Penalty: 5273.999512
	Iteration 29Q: 3 clusters Score -4940532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4940527.500000 Penalty: 5273.999512
	Iteration 30Q: 3 clusters Score -4940528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4940538.500000 Penalty: 5273.999512
	Iteration 31Q: 3 clusters Score -4940538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4940534.000000 Penalty: 5273.999512
	Iteration 32Q: 3 clusters Score -4940534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4940542.000000 Penalty: 5273.999512
	Iteration 33Q: 3 clusters Score -4940542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4940548.000000 Penalty: 5273.999512
	Iteration 34Q: 3 clusters Score -4940548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4940550.500000 Penalty: 5273.999512
	Iteration 35Q: 3 clusters Score -4940550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4940548.500000 Penalty: 5273.999512
	Iteration 36Q: 3 clusters Score -4940548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4940550.000000 Penalty: 5273.999512
	Iteration 37Q: 3 clusters Score -4940550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4940554.500000 Penalty: 5273.999512
	Iteration 38Q: 3 clusters Score -4940554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4940548.500000 Penalty: 5273.999512
	Iteration 39Q: 3 clusters Score -4940548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4940547.500000 Penalty: 5273.999512
	Iteration 40F: 3 clusters Score -4940548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4940544.500000 Penalty: 5273.999512
	Iteration 41Q: 3 clusters Score -4940544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4940547.000000 Penalty: 5273.999512
	Iteration 42Q: 3 clusters Score -4940547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4940550.000000 Penalty: 5273.999512
	Iteration 43Q: 3 clusters Score -4940550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4940553.500000 Penalty: 5273.999512
	Iteration 44Q: 3 clusters Score -4940554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4940556.500000 Penalty: 5273.999512
	Iteration 45Q: 3 clusters Score -4940556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4940554.000000 Penalty: 5273.999512
	Iteration 46Q: 3 clusters Score -4940554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4940553.500000 Penalty: 5273.999512
	Iteration 47Q: 3 clusters Score -4940554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4940556.500000 Penalty: 5273.999512
	Iteration 48Q: 3 clusters Score -4940556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4940552.500000 Penalty: 5273.999512
	Iteration 49Q: 3 clusters Score -4940552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4940552.500000 Penalty: 5273.999512
	Iteration 50F: 3 clusters Score -4940552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Entering Unmasked Estep 
Score: -2527713.750000 Penalty: 2477.083984
	Iteration 0F: 2 clusters Score -2527714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2512480.500000 Penalty: 4954.167969
	Iteration 0F: 3 clusters Score -2512480 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2517600.000000 Penalty: 4954.167969
	Iteration 1F: 3 clusters Score -2517600 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2518063.000000 Penalty: 4954.167969
	Iteration 2F: 3 clusters Score -2518063 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2518524.000000 Penalty: 4954.167969
	Iteration 3Q: 3 clusters Score -2518524 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2519109.500000 Penalty: 4954.167969
	Iteration 4Q: 3 clusters Score -2519110 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2519999.250000 Penalty: 4954.167969
	Iteration 5F: 3 clusters Score -2519999 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2521074.000000 Penalty: 4954.167969
	Iteration 6F: 3 clusters Score -2521074 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2522369.000000 Penalty: 4954.167969
	Iteration 7F: 3 clusters Score -2522369 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2523832.000000 Penalty: 4954.167969
	Iteration 8F: 3 clusters Score -2523832 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2525180.750000 Penalty: 4954.167969
	Iteration 9F: 3 clusters Score -2525181 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2526086.500000 Penalty: 4954.167969
	Iteration 10F: 3 clusters Score -2526086 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2526556.250000 Penalty: 4954.167969
	Iteration 11Q: 3 clusters Score -2526556 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2526839.500000 Penalty: 4954.167969
	Iteration 12Q: 3 clusters Score -2526840 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2526966.500000 Penalty: 4954.167969
	Iteration 13Q: 3 clusters Score -2526966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2527070.750000 Penalty: 4954.167969
	Iteration 14Q: 3 clusters Score -2527071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2527130.000000 Penalty: 4954.167969
	Iteration 15Q: 3 clusters Score -2527130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2527162.500000 Penalty: 4954.167969
	Iteration 16Q: 3 clusters Score -2527162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2527181.250000 Penalty: 4954.167969
	Iteration 17Q: 3 clusters Score -2527181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2527179.750000 Penalty: 4954.167969
	Iteration 18Q: 3 clusters Score -2527180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2527184.750000 Penalty: 4954.167969
	Iteration 19Q: 3 clusters Score -2527185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2527188.750000 Penalty: 4954.167969
	Iteration 20F: 3 clusters Score -2527189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2527197.250000 Penalty: 4954.167969
	Iteration 21Q: 3 clusters Score -2527197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2527197.000000 Penalty: 4954.167969
	Iteration 22Q: 3 clusters Score -2527197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2527195.250000 Penalty: 4954.167969
	Iteration 23Q: 3 clusters Score -2527195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2527196.250000 Penalty: 4954.167969
	Iteration 24Q: 3 clusters Score -2527196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2527199.750000 Penalty: 4954.167969
	Iteration 25Q: 3 clusters Score -2527200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2527199.250000 Penalty: 4954.167969
	Iteration 26Q: 3 clusters Score -2527199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2527197.500000 Penalty: 4954.167969
	Iteration 27Q: 3 clusters Score -2527198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2527196.000000 Penalty: 4954.167969
	Iteration 28Q: 3 clusters Score -2527196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2527196.000000 Penalty: 4954.167969
	Iteration 29F: 3 clusters Score -2527196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (203493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203493 members 
Entering Unmasked Estep 
Score: -23898440.000000 Penalty: 3031.399902
	Iteration 0F: 2 clusters Score -2.389844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -23768080.000000 Penalty: 6062.799805
	Iteration 0F: 3 clusters Score -2.376808e+07 nChanged 97484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -23824786.000000 Penalty: 6062.799805
	Iteration 1F: 3 clusters Score -2.382479e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 100350 members 
Entering Unmasked Estep 
Score: -23825508.000000 Penalty: 6062.799805
	Iteration 2Q: 3 clusters Score -2.382551e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -23826442.000000 Penalty: 6062.799805
	Iteration 3Q: 3 clusters Score -2.382644e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -23827316.000000 Penalty: 6062.799805
	Iteration 4Q: 3 clusters Score -2.382732e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -23828694.000000 Penalty: 6062.799805
	Iteration 5Q: 3 clusters Score -2.382869e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111432 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -23830480.000000 Penalty: 6062.799805
	Iteration 6Q: 3 clusters Score -2.383048e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -23833678.000000 Penalty: 6062.799805
	Iteration 7Q: 3 clusters Score -2.383368e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123780 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -23838232.000000 Penalty: 6062.799805
	Iteration 8Q: 3 clusters Score -2.383823e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133438 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -23845424.000000 Penalty: 6062.799805
	Iteration 9F: 3 clusters Score -2.384542e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -23855608.000000 Penalty: 6062.799805
	Iteration 10F: 3 clusters Score -2.385561e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -23867576.000000 Penalty: 6062.799805
	Iteration 11F: 3 clusters Score -2.386758e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -23877450.000000 Penalty: 6062.799805
	Iteration 12F: 3 clusters Score -2.387745e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -23883376.000000 Penalty: 6062.799805
	Iteration 13Q: 3 clusters Score -2.388338e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179158 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -23886524.000000 Penalty: 6062.799805
	Iteration 14Q: 3 clusters Score -2.388652e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -23888436.000000 Penalty: 6062.799805
	Iteration 15Q: 3 clusters Score -2.388844e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -23890010.000000 Penalty: 6062.799805
	Iteration 16Q: 3 clusters Score -2.389001e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188607 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -23891186.000000 Penalty: 6062.799805
	Iteration 17Q: 3 clusters Score -2.389119e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190933 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -23892202.000000 Penalty: 6062.799805
	Iteration 18Q: 3 clusters Score -2.38922e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192858 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -23893136.000000 Penalty: 6062.799805
	Iteration 19Q: 3 clusters Score -2.389314e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194443 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -23893818.000000 Penalty: 6062.799805
	Iteration 20F: 3 clusters Score -2.389382e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195715 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -23894382.000000 Penalty: 6062.799805
	Iteration 21Q: 3 clusters Score -2.389438e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196750 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -23895062.000000 Penalty: 6062.799805
	Iteration 22Q: 3 clusters Score -2.389506e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197560 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -23895648.000000 Penalty: 6062.799805
	Iteration 23Q: 3 clusters Score -2.389565e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198183 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -23895998.000000 Penalty: 6062.799805
	Iteration 24Q: 3 clusters Score -2.3896e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198653 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -23896248.000000 Penalty: 6062.799805
	Iteration 25Q: 3 clusters Score -2.389625e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198978 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -23896408.000000 Penalty: 6062.799805
	Iteration 26Q: 3 clusters Score -2.389641e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -23896526.000000 Penalty: 6062.799805
	Iteration 27Q: 3 clusters Score -2.389653e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199419 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -23896628.000000 Penalty: 6062.799805
	Iteration 28Q: 3 clusters Score -2.389663e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199575 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23896614.000000 Penalty: 6062.799805
	Iteration 29Q: 3 clusters Score -2.389661e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199700 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -23896610.000000 Penalty: 6062.799805
	Iteration 30Q: 3 clusters Score -2.389661e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199804 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -23896664.000000 Penalty: 6062.799805
	Iteration 31Q: 3 clusters Score -2.389666e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199888 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23896668.000000 Penalty: 6062.799805
	Iteration 32Q: 3 clusters Score -2.389667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199943 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23896704.000000 Penalty: 6062.799805
	Iteration 33Q: 3 clusters Score -2.38967e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199993 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23896736.000000 Penalty: 6062.799805
	Iteration 34Q: 3 clusters Score -2.389674e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200042 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -23896754.000000 Penalty: 6062.799805
	Iteration 35Q: 3 clusters Score -2.389675e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200083 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -23896734.000000 Penalty: 6062.799805
	Iteration 36Q: 3 clusters Score -2.389673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200110 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23896730.000000 Penalty: 6062.799805
	Iteration 37Q: 3 clusters Score -2.389673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200140 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -23896732.000000 Penalty: 6062.799805
	Iteration 38Q: 3 clusters Score -2.389673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200161 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -23896742.000000 Penalty: 6062.799805
	Iteration 39Q: 3 clusters Score -2.389674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200175 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23896754.000000 Penalty: 6062.799805
	Iteration 40F: 3 clusters Score -2.389675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200189 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 6062.799805
	Iteration 41Q: 3 clusters Score -2.389677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200206 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23896754.000000 Penalty: 6062.799805
	Iteration 42Q: 3 clusters Score -2.389675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200216 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -23896750.000000 Penalty: 6062.799805
	Iteration 43Q: 3 clusters Score -2.389675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200223 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -23896760.000000 Penalty: 6062.799805
	Iteration 44Q: 3 clusters Score -2.389676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200235 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23896788.000000 Penalty: 6062.799805
	Iteration 45Q: 3 clusters Score -2.389679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200246 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -23896778.000000 Penalty: 6062.799805
	Iteration 46Q: 3 clusters Score -2.389678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200256 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23896762.000000 Penalty: 6062.799805
	Iteration 47Q: 3 clusters Score -2.389676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200268 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23896770.000000 Penalty: 6062.799805
	Iteration 48Q: 3 clusters Score -2.389677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200277 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -23896748.000000 Penalty: 6062.799805
	Iteration 49Q: 3 clusters Score -2.389675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200288 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23896720.000000 Penalty: 6062.799805
	Iteration 50Q: 3 clusters Score -2.389672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200297 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23896728.000000 Penalty: 6062.799805
	Iteration 51Q: 3 clusters Score -2.389673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200304 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -23896738.000000 Penalty: 6062.799805
	Iteration 52Q: 3 clusters Score -2.389674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200305 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -23896736.000000 Penalty: 6062.799805
	Iteration 53Q: 3 clusters Score -2.389674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200306 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -23896728.000000 Penalty: 6062.799805
	Iteration 54Q: 3 clusters Score -2.389673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200307 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -23896746.000000 Penalty: 6062.799805
	Iteration 55Q: 3 clusters Score -2.389675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200308 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23896746.000000 Penalty: 6062.799805
	Iteration 56Q: 3 clusters Score -2.389675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -23896756.000000 Penalty: 6062.799805
	Iteration 57Q: 3 clusters Score -2.389676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23896750.000000 Penalty: 6062.799805
	Iteration 58Q: 3 clusters Score -2.389675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200312 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -23896744.000000 Penalty: 6062.799805
	Iteration 59Q: 3 clusters Score -2.389674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200314 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -23896734.000000 Penalty: 6062.799805
	Iteration 60F: 3 clusters Score -2.389673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Entering Unmasked Estep 
Score: -18897896.000000 Penalty: 2971.546143
	Iteration 0F: 2 clusters Score -1.88979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -18791822.000000 Penalty: 5943.092285
	Iteration 0F: 3 clusters Score -1.879182e+07 nChanged 76403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -18835746.000000 Penalty: 5943.092285
	Iteration 1F: 3 clusters Score -1.883575e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -18836808.000000 Penalty: 5943.092285
	Iteration 2Q: 3 clusters Score -1.883681e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -18838276.000000 Penalty: 5943.092285
	Iteration 3Q: 3 clusters Score -1.883828e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -18840528.000000 Penalty: 5943.092285
	Iteration 4Q: 3 clusters Score -1.884053e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -18843858.000000 Penalty: 5943.092285
	Iteration 5Q: 3 clusters Score -1.884386e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 98155 members 
Entering Unmasked Estep 
Score: -18848692.000000 Penalty: 5943.092285
	Iteration 6Q: 3 clusters Score -1.884869e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -18855312.000000 Penalty: 5943.092285
	Iteration 7F: 3 clusters Score -1.885531e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -18862992.000000 Penalty: 5943.092285
	Iteration 8F: 3 clusters Score -1.886299e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -18870292.000000 Penalty: 5943.092285
	Iteration 9F: 3 clusters Score -1.887029e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -18876306.000000 Penalty: 5943.092285
	Iteration 10F: 3 clusters Score -1.887631e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 131503 members 
Entering Unmasked Estep 
Score: -18880816.000000 Penalty: 5943.092285
	Iteration 11Q: 3 clusters Score -1.888082e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -18883978.000000 Penalty: 5943.092285
	Iteration 12Q: 3 clusters Score -1.888398e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -18886428.000000 Penalty: 5943.092285
	Iteration 13Q: 3 clusters Score -1.888643e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -18888062.000000 Penalty: 5943.092285
	Iteration 14Q: 3 clusters Score -1.888806e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 144392 members 
Entering Unmasked Estep 
Score: -18889210.000000 Penalty: 5943.092285
	Iteration 15Q: 3 clusters Score -1.888921e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -18890336.000000 Penalty: 5943.092285
	Iteration 16Q: 3 clusters Score -1.889034e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 148668 members 
Entering Unmasked Estep 
Score: -18891314.000000 Penalty: 5943.092285
	Iteration 17Q: 3 clusters Score -1.889131e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -18891976.000000 Penalty: 5943.092285
	Iteration 18Q: 3 clusters Score -1.889198e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -18892594.000000 Penalty: 5943.092285
	Iteration 19Q: 3 clusters Score -1.889259e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 153277 members 
Entering Unmasked Estep 
Score: -18893266.000000 Penalty: 5943.092285
	Iteration 20F: 3 clusters Score -1.889327e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -18893686.000000 Penalty: 5943.092285
	Iteration 21Q: 3 clusters Score -1.889369e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -18894078.000000 Penalty: 5943.092285
	Iteration 22Q: 3 clusters Score -1.889408e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -18894384.000000 Penalty: 5943.092285
	Iteration 23Q: 3 clusters Score -1.889438e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -18894584.000000 Penalty: 5943.092285
	Iteration 24Q: 3 clusters Score -1.889458e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -18894716.000000 Penalty: 5943.092285
	Iteration 25Q: 3 clusters Score -1.889472e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -18894906.000000 Penalty: 5943.092285
	Iteration 26Q: 3 clusters Score -1.889491e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -18894992.000000 Penalty: 5943.092285
	Iteration 27Q: 3 clusters Score -1.889499e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 157802 members 
Entering Unmasked Estep 
Score: -18895052.000000 Penalty: 5943.092285
	Iteration 28Q: 3 clusters Score -1.889505e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 157961 members 
Entering Unmasked Estep 
Score: -18895080.000000 Penalty: 5943.092285
	Iteration 29Q: 3 clusters Score -1.889508e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 158096 members 
Entering Unmasked Estep 
Score: -18895132.000000 Penalty: 5943.092285
	Iteration 30Q: 3 clusters Score -1.889513e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -18895188.000000 Penalty: 5943.092285
	Iteration 31Q: 3 clusters Score -1.889519e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -18895220.000000 Penalty: 5943.092285
	Iteration 32Q: 3 clusters Score -1.889522e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -18895234.000000 Penalty: 5943.092285
	Iteration 33Q: 3 clusters Score -1.889523e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 158430 members 
Entering Unmasked Estep 
Score: -18895268.000000 Penalty: 5943.092285
	Iteration 34Q: 3 clusters Score -1.889527e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -18895274.000000 Penalty: 5943.092285
	Iteration 35Q: 3 clusters Score -1.889527e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -18895302.000000 Penalty: 5943.092285
	Iteration 36Q: 3 clusters Score -1.88953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -18895344.000000 Penalty: 5943.092285
	Iteration 37Q: 3 clusters Score -1.889534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 158598 members 
Entering Unmasked Estep 
Score: -18895354.000000 Penalty: 5943.092285
	Iteration 38Q: 3 clusters Score -1.889535e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -18895364.000000 Penalty: 5943.092285
	Iteration 39Q: 3 clusters Score -1.889536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -18895384.000000 Penalty: 5943.092285
	Iteration 40F: 3 clusters Score -1.889538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -18895384.000000 Penalty: 5943.092285
	Iteration 41Q: 3 clusters Score -1.889538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -18895380.000000 Penalty: 5943.092285
	Iteration 42Q: 3 clusters Score -1.889538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 158745 members 
Entering Unmasked Estep 
Score: -18895402.000000 Penalty: 5943.092285
	Iteration 43Q: 3 clusters Score -1.88954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -18895420.000000 Penalty: 5943.092285
	Iteration 44Q: 3 clusters Score -1.889542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 158770 members 
Entering Unmasked Estep 
Score: -18895426.000000 Penalty: 5943.092285
	Iteration 45Q: 3 clusters Score -1.889543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -18895424.000000 Penalty: 5943.092285
	Iteration 46Q: 3 clusters Score -1.889542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -18895418.000000 Penalty: 5943.092285
	Iteration 47Q: 3 clusters Score -1.889542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -18895422.000000 Penalty: 5943.092285
	Iteration 48Q: 3 clusters Score -1.889542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -18895450.000000 Penalty: 5943.092285
	Iteration 49Q: 3 clusters Score -1.889545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -18895442.000000 Penalty: 5943.092285
	Iteration 50Q: 3 clusters Score -1.889544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -18895430.000000 Penalty: 5943.092285
	Iteration 51Q: 3 clusters Score -1.889543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -18895428.000000 Penalty: 5943.092285
	Iteration 52Q: 3 clusters Score -1.889543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -18895438.000000 Penalty: 5943.092285
	Iteration 53Q: 3 clusters Score -1.889544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -18895456.000000 Penalty: 5943.092285
	Iteration 54Q: 3 clusters Score -1.889546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -18895452.000000 Penalty: 5943.092285
	Iteration 55Q: 3 clusters Score -1.889545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -18895462.000000 Penalty: 5943.092285
	Iteration 56Q: 3 clusters Score -1.889546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 158873 members 
Entering Unmasked Estep 
Score: -18895462.000000 Penalty: 5943.092285
	Iteration 57Q: 3 clusters Score -1.889546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -18895452.000000 Penalty: 5943.092285
	Iteration 58Q: 3 clusters Score -1.889545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -18895452.000000 Penalty: 5943.092285
	Iteration 59F: 3 clusters Score -1.889545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (186965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Entering Unmasked Estep 
Score: -22196868.000000 Penalty: 3010.391846
	Iteration 0F: 2 clusters Score -2.219687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -22083524.000000 Penalty: 6020.783691
	Iteration 0F: 3 clusters Score -2.208352e+07 nChanged 89899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94343 members 
Mstep: Class 2 contains 92622 members 
Entering Unmasked Estep 
Score: -22136286.000000 Penalty: 6020.783691
	Iteration 1F: 3 clusters Score -2.213629e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -22137454.000000 Penalty: 6020.783691
	Iteration 2Q: 3 clusters Score -2.213745e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -22138882.000000 Penalty: 6020.783691
	Iteration 3Q: 3 clusters Score -2.213888e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -22141100.000000 Penalty: 6020.783691
	Iteration 4Q: 3 clusters Score -2.21411e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -22144428.000000 Penalty: 6020.783691
	Iteration 5Q: 3 clusters Score -2.214443e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -22149526.000000 Penalty: 6020.783691
	Iteration 6Q: 3 clusters Score -2.214953e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -22156486.000000 Penalty: 6020.783691
	Iteration 7F: 3 clusters Score -2.215649e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -22166060.000000 Penalty: 6020.783691
	Iteration 8F: 3 clusters Score -2.216606e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -22175204.000000 Penalty: 6020.783691
	Iteration 9F: 3 clusters Score -2.21752e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -22180210.000000 Penalty: 6020.783691
	Iteration 10F: 3 clusters Score -2.218021e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -22181960.000000 Penalty: 6020.783691
	Iteration 11Q: 3 clusters Score -2.218196e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -22182614.000000 Penalty: 6020.783691
	Iteration 12Q: 3 clusters Score -2.218261e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -22183098.000000 Penalty: 6020.783691
	Iteration 13Q: 3 clusters Score -2.21831e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -22183388.000000 Penalty: 6020.783691
	Iteration 14Q: 3 clusters Score -2.218339e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -22183748.000000 Penalty: 6020.783691
	Iteration 15Q: 3 clusters Score -2.218375e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -22184218.000000 Penalty: 6020.783691
	Iteration 16Q: 3 clusters Score -2.218422e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -22184626.000000 Penalty: 6020.783691
	Iteration 17Q: 3 clusters Score -2.218463e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -22185152.000000 Penalty: 6020.783691
	Iteration 18Q: 3 clusters Score -2.218515e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 104666 members 
Entering Unmasked Estep 
Score: -22185582.000000 Penalty: 6020.783691
	Iteration 19Q: 3 clusters Score -2.218558e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -22186062.000000 Penalty: 6020.783691
	Iteration 20F: 3 clusters Score -2.218606e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -22186402.000000 Penalty: 6020.783691
	Iteration 21Q: 3 clusters Score -2.21864e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -22186922.000000 Penalty: 6020.783691
	Iteration 22Q: 3 clusters Score -2.218692e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -22187404.000000 Penalty: 6020.783691
	Iteration 23Q: 3 clusters Score -2.21874e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -22187826.000000 Penalty: 6020.783691
	Iteration 24Q: 3 clusters Score -2.218783e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 115255 members 
Entering Unmasked Estep 
Score: -22188390.000000 Penalty: 6020.783691
	Iteration 25Q: 3 clusters Score -2.218839e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 117130 members 
Entering Unmasked Estep 
Score: -22188804.000000 Penalty: 6020.783691
	Iteration 26Q: 3 clusters Score -2.21888e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -22189368.000000 Penalty: 6020.783691
	Iteration 27Q: 3 clusters Score -2.218937e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 120938 members 
Entering Unmasked Estep 
Score: -22189748.000000 Penalty: 6020.783691
	Iteration 28Q: 3 clusters Score -2.218975e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -22190158.000000 Penalty: 6020.783691
	Iteration 29Q: 3 clusters Score -2.219016e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -22190506.000000 Penalty: 6020.783691
	Iteration 30Q: 3 clusters Score -2.219051e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -22190900.000000 Penalty: 6020.783691
	Iteration 31Q: 3 clusters Score -2.21909e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 128257 members 
Entering Unmasked Estep 
Score: -22191284.000000 Penalty: 6020.783691
	Iteration 32Q: 3 clusters Score -2.219128e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 130084 members 
Entering Unmasked Estep 
Score: -22191726.000000 Penalty: 6020.783691
	Iteration 33Q: 3 clusters Score -2.219173e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -22192178.000000 Penalty: 6020.783691
	Iteration 34Q: 3 clusters Score -2.219218e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 133796 members 
Entering Unmasked Estep 
Score: -22192556.000000 Penalty: 6020.783691
	Iteration 35Q: 3 clusters Score -2.219256e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 135619 members 
Entering Unmasked Estep 
Score: -22192738.000000 Penalty: 6020.783691
	Iteration 36Q: 3 clusters Score -2.219274e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 137413 members 
Entering Unmasked Estep 
Score: -22193136.000000 Penalty: 6020.783691
	Iteration 37Q: 3 clusters Score -2.219314e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -22193624.000000 Penalty: 6020.783691
	Iteration 38Q: 3 clusters Score -2.219362e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 141304 members 
Entering Unmasked Estep 
Score: -22194054.000000 Penalty: 6020.783691
	Iteration 39Q: 3 clusters Score -2.219405e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 143219 members 
Entering Unmasked Estep 
Score: -22194520.000000 Penalty: 6020.783691
	Iteration 40F: 3 clusters Score -2.219452e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -22194882.000000 Penalty: 6020.783691
	Iteration 41Q: 3 clusters Score -2.219488e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -22195216.000000 Penalty: 6020.783691
	Iteration 42Q: 3 clusters Score -2.219522e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 148894 members 
Entering Unmasked Estep 
Score: -22195606.000000 Penalty: 6020.783691
	Iteration 43Q: 3 clusters Score -2.219561e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -22196062.000000 Penalty: 6020.783691
	Iteration 44Q: 3 clusters Score -2.219606e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -22196492.000000 Penalty: 6020.783691
	Iteration 45Q: 3 clusters Score -2.219649e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -22196998.000000 Penalty: 6020.783691
	Iteration 46Q: 3 clusters Score -2.2197e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -22197458.000000 Penalty: 6020.783691
	Iteration 47Q: 3 clusters Score -2.219746e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -22197912.000000 Penalty: 6020.783691
	Iteration 48Q: 3 clusters Score -2.219791e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -22198058.000000 Penalty: 6020.783691
	Iteration 49Q: 3 clusters Score -2.219806e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 163099 members 
Entering Unmasked Estep 
Score: -22198132.000000 Penalty: 6020.783691
	Iteration 50Q: 3 clusters Score -2.219813e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -22198158.000000 Penalty: 6020.783691
	Iteration 51Q: 3 clusters Score -2.219816e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 166922 members 
Entering Unmasked Estep 
Score: -22198198.000000 Penalty: 6020.783691
	Iteration 52Q: 3 clusters Score -2.21982e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 168775 members 
Entering Unmasked Estep 
Score: -22198404.000000 Penalty: 6020.783691
	Iteration 53Q: 3 clusters Score -2.21984e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 170494 members 
Entering Unmasked Estep 
Score: -22198420.000000 Penalty: 6020.783691
	Iteration 54Q: 3 clusters Score -2.219842e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -22198616.000000 Penalty: 6020.783691
	Iteration 55Q: 3 clusters Score -2.219862e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 173627 members 
Entering Unmasked Estep 
Score: -22198454.000000 Penalty: 6020.783691
	Iteration 56Q: 3 clusters Score -2.219845e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -22198310.000000 Penalty: 6020.783691
	Iteration 57Q: 3 clusters Score -2.219831e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -22198134.000000 Penalty: 6020.783691
	Iteration 58Q: 3 clusters Score -2.219813e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -22198002.000000 Penalty: 6020.783691
	Iteration 59Q: 3 clusters Score -2.2198e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -22197904.000000 Penalty: 6020.783691
	Iteration 60F: 3 clusters Score -2.21979e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -22197630.000000 Penalty: 6020.783691
	Iteration 61Q: 3 clusters Score -2.219763e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 179917 members 
Entering Unmasked Estep 
Score: -22197532.000000 Penalty: 6020.783691
	Iteration 62Q: 3 clusters Score -2.219753e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 180636 members 
Entering Unmasked Estep 
Score: -22197508.000000 Penalty: 6020.783691
	Iteration 63Q: 3 clusters Score -2.219751e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 181250 members 
Entering Unmasked Estep 
Score: -22197458.000000 Penalty: 6020.783691
	Iteration 64Q: 3 clusters Score -2.219746e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -22197404.000000 Penalty: 6020.783691
	Iteration 65Q: 3 clusters Score -2.21974e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 182193 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6020.783691
	Iteration 66Q: 3 clusters Score -2.219728e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 182543 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6020.783691
	Iteration 67Q: 3 clusters Score -2.219728e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -22197206.000000 Penalty: 6020.783691
	Iteration 68Q: 3 clusters Score -2.219721e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 183072 members 
Entering Unmasked Estep 
Score: -22197118.000000 Penalty: 6020.783691
	Iteration 69Q: 3 clusters Score -2.219712e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 183256 members 
Entering Unmasked Estep 
Score: -22196992.000000 Penalty: 6020.783691
	Iteration 70Q: 3 clusters Score -2.219699e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 183429 members 
Entering Unmasked Estep 
Score: -22196930.000000 Penalty: 6020.783691
	Iteration 71Q: 3 clusters Score -2.219693e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -22196906.000000 Penalty: 6020.783691
	Iteration 72Q: 3 clusters Score -2.219691e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -22196926.000000 Penalty: 6020.783691
	Iteration 73Q: 3 clusters Score -2.219693e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 183796 members 
Entering Unmasked Estep 
Score: -22196928.000000 Penalty: 6020.783691
	Iteration 74Q: 3 clusters Score -2.219693e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22196904.000000 Penalty: 6020.783691
	Iteration 75Q: 3 clusters Score -2.21969e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 183957 members 
Entering Unmasked Estep 
Score: -22196878.000000 Penalty: 6020.783691
	Iteration 76Q: 3 clusters Score -2.219688e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 184027 members 
Entering Unmasked Estep 
Score: -22196862.000000 Penalty: 6020.783691
	Iteration 77Q: 3 clusters Score -2.219686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 184095 members 
Entering Unmasked Estep 
Score: -22196886.000000 Penalty: 6020.783691
	Iteration 78Q: 3 clusters Score -2.219689e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 184139 members 
Entering Unmasked Estep 
Score: -22196872.000000 Penalty: 6020.783691
	Iteration 79Q: 3 clusters Score -2.219687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -22196876.000000 Penalty: 6020.783691
	Iteration 80F: 3 clusters Score -2.219688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 184201 members 
Entering Unmasked Estep 
Score: -22196888.000000 Penalty: 6020.783691
	Iteration 81Q: 3 clusters Score -2.219689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 184222 members 
Entering Unmasked Estep 
Score: -22196894.000000 Penalty: 6020.783691
	Iteration 82Q: 3 clusters Score -2.219689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -22196884.000000 Penalty: 6020.783691
	Iteration 83Q: 3 clusters Score -2.219688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 184248 members 
Entering Unmasked Estep 
Score: -22196878.000000 Penalty: 6020.783691
	Iteration 84Q: 3 clusters Score -2.219688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 184262 members 
Entering Unmasked Estep 
Score: -22196878.000000 Penalty: 6020.783691
	Iteration 85Q: 3 clusters Score -2.219688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 184273 members 
Entering Unmasked Estep 
Score: -22196862.000000 Penalty: 6020.783691
	Iteration 86Q: 3 clusters Score -2.219686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 184283 members 
Entering Unmasked Estep 
Score: -22196858.000000 Penalty: 6020.783691
	Iteration 87Q: 3 clusters Score -2.219686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 184290 members 
Entering Unmasked Estep 
Score: -22196844.000000 Penalty: 6020.783691
	Iteration 88Q: 3 clusters Score -2.219684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 184298 members 
Entering Unmasked Estep 
Score: -22196836.000000 Penalty: 6020.783691
	Iteration 89Q: 3 clusters Score -2.219684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 184305 members 
Entering Unmasked Estep 
Score: -22196834.000000 Penalty: 6020.783691
	Iteration 90Q: 3 clusters Score -2.219683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -22196826.000000 Penalty: 6020.783691
	Iteration 91Q: 3 clusters Score -2.219683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 184313 members 
Entering Unmasked Estep 
Score: -22196822.000000 Penalty: 6020.783691
	Iteration 92Q: 3 clusters Score -2.219682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 184315 members 
Entering Unmasked Estep 
Score: -22196832.000000 Penalty: 6020.783691
	Iteration 93Q: 3 clusters Score -2.219683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 184318 members 
Entering Unmasked Estep 
Score: -22196830.000000 Penalty: 6020.783691
	Iteration 94Q: 3 clusters Score -2.219683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 184322 members 
Entering Unmasked Estep 
Score: -22196818.000000 Penalty: 6020.783691
	Iteration 95Q: 3 clusters Score -2.219682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 184325 members 
Entering Unmasked Estep 
Score: -22196828.000000 Penalty: 6020.783691
	Iteration 96Q: 3 clusters Score -2.219683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 184331 members 
Entering Unmasked Estep 
Score: -22196832.000000 Penalty: 6020.783691
	Iteration 97Q: 3 clusters Score -2.219683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -22196826.000000 Penalty: 6020.783691
	Iteration 98Q: 3 clusters Score -2.219683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 184335 members 
Entering Unmasked Estep 
Score: -22196830.000000 Penalty: 6020.783691
	Iteration 99Q: 3 clusters Score -2.219683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 184336 members 
Entering Unmasked Estep 
Score: -22196832.000000 Penalty: 6020.783691
	Iteration 100F: 3 clusters Score -2.219683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 184337 members 
Entering Unmasked Estep 
Score: -22196840.000000 Penalty: 6020.783691
	Iteration 101Q: 3 clusters Score -2.219684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 184339 members 
Entering Unmasked Estep 
Score: -22196842.000000 Penalty: 6020.783691
	Iteration 102Q: 3 clusters Score -2.219684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -22196842.000000 Penalty: 6020.783691
	Iteration 103Q: 3 clusters Score -2.219684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 184344 members 
Entering Unmasked Estep 
Score: -22196844.000000 Penalty: 6020.783691
	Iteration 104Q: 3 clusters Score -2.219684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 184345 members 
Entering Unmasked Estep 
Score: -22196826.000000 Penalty: 6020.783691
	Iteration 105Q: 3 clusters Score -2.219683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 184347 members 
Entering Unmasked Estep 
Score: -22196838.000000 Penalty: 6020.783691
	Iteration 106Q: 3 clusters Score -2.219684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 184348 members 
Entering Unmasked Estep 
Score: -22196836.000000 Penalty: 6020.783691
	Iteration 107Q: 3 clusters Score -2.219684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 184348 members 
Entering Unmasked Estep 
Score: -22196836.000000 Penalty: 6020.783691
	Iteration 108F: 3 clusters Score -2.219684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -317734.250000 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -317734.2 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 1358 members 
Entering Unmasked Estep 
Score: -314644.281250 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -314644.3 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -315235.718750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -315235.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315375.156250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -315375.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -315457.218750 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -315457.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315511.125000 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -315511.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -315554.937500 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -315554.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -315596.375000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -315596.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -315631.812500 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -315631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -315665.812500 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -315665.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -315699.781250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -315699.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -315726.625000 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -315726.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -315756.906250 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -315756.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -315781.750000 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -315781.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -315806.812500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -315806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -315830.062500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -315830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -315847.250000 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -315847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -315861.000000 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -315861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -315876.718750 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -315876.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -315888.312500 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -315888.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -315900.906250 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -315900.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -315920.750000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -315920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -315943.937500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -315943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -315961.656250 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -315961.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -315976.500000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -315976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -315987.312500 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -315987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -315997.531250 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -315997.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -316003.968750 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -316004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -316012.843750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -316012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -316021.406250 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -316021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -316023.687500 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -316023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -316028.093750 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -316028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -316034.125000 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -316034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -316038.468750 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -316038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -316038.687500 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -316038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -316039.062500 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -316039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -316039.281250 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -316039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -316039.281250 Penalty: 3927.820312
	Iteration 36F: 3 clusters Score -316039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -705988.812500 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -705988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -700757.812500 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -700757.8 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -702069.937500 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -702069.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -702293.625000 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -702293.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -702444.000000 Penalty: 4324.781250
	Iteration 3Q: 3 clusters Score -702444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -702567.187500 Penalty: 4324.781250
	Iteration 4Q: 3 clusters Score -702567.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -702667.562500 Penalty: 4324.781250
	Iteration 5Q: 3 clusters Score -702667.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -702748.062500 Penalty: 4324.781250
	Iteration 6Q: 3 clusters Score -702748.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -702825.187500 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -702825.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -702903.250000 Penalty: 4324.781250
	Iteration 8Q: 3 clusters Score -702903.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -702991.812500 Penalty: 4324.781250
	Iteration 9Q: 3 clusters Score -702991.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -703086.062500 Penalty: 4324.781250
	Iteration 10Q: 3 clusters Score -703086.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -703171.125000 Penalty: 4324.781250
	Iteration 11Q: 3 clusters Score -703171.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -703247.312500 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -703247.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -703332.750000 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -703332.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -703432.500000 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -703432.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -703523.625000 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -703523.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -703614.562500 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -703614.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -703691.687500 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -703691.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -703762.875000 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -703762.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -703827.000000 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -703827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -703886.875000 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -703886.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -703939.062500 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -703939.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -703979.437500 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -703979.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -704016.312500 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -704016.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -704050.750000 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -704050.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -704077.437500 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -704077.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -704103.625000 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -704103.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -704119.812500 Penalty: 4324.781250
	Iteration 27Q: 3 clusters Score -704119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -704124.562500 Penalty: 4324.781250
	Iteration 28Q: 3 clusters Score -704124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -704133.812500 Penalty: 4324.781250
	Iteration 29Q: 3 clusters Score -704133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -704142.875000 Penalty: 4324.781250
	Iteration 30Q: 3 clusters Score -704142.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -704155.250000 Penalty: 4324.781250
	Iteration 31Q: 3 clusters Score -704155.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -704171.687500 Penalty: 4324.781250
	Iteration 32Q: 3 clusters Score -704171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -704181.250000 Penalty: 4324.781250
	Iteration 33Q: 3 clusters Score -704181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -704188.062500 Penalty: 4324.781250
	Iteration 34Q: 3 clusters Score -704188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -704195.125000 Penalty: 4324.781250
	Iteration 35Q: 3 clusters Score -704195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -704197.000000 Penalty: 4324.781250
	Iteration 36Q: 3 clusters Score -704197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -704201.125000 Penalty: 4324.781250
	Iteration 37Q: 3 clusters Score -704201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -704200.937500 Penalty: 4324.781250
	Iteration 38Q: 3 clusters Score -704200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -704201.875000 Penalty: 4324.781250
	Iteration 39Q: 3 clusters Score -704201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -704201.875000 Penalty: 4324.781250
	Iteration 40F: 3 clusters Score -704201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -2294642.750000 Penalty: 2447.100830
	Iteration 0F: 2 clusters Score -2294643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2281009.000000 Penalty: 4894.201660
	Iteration 0F: 3 clusters Score -2281009 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2285567.750000 Penalty: 4894.201660
	Iteration 1F: 3 clusters Score -2285568 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2286100.000000 Penalty: 4894.201660
	Iteration 2F: 3 clusters Score -2286100 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2286646.750000 Penalty: 4894.201660
	Iteration 3F: 3 clusters Score -2286647 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2287212.750000 Penalty: 4894.201660
	Iteration 4F: 3 clusters Score -2287213 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2287878.750000 Penalty: 4894.201660
	Iteration 5F: 3 clusters Score -2287879 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2288684.750000 Penalty: 4894.201660
	Iteration 6F: 3 clusters Score -2288685 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2289689.750000 Penalty: 4894.201660
	Iteration 7F: 3 clusters Score -2289690 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2290821.250000 Penalty: 4894.201660
	Iteration 8F: 3 clusters Score -2290821 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2291897.750000 Penalty: 4894.201660
	Iteration 9F: 3 clusters Score -2291898 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2292533.500000 Penalty: 4894.201660
	Iteration 10Q: 3 clusters Score -2292534 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2292791.750000 Penalty: 4894.201660
	Iteration 11Q: 3 clusters Score -2292792 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2292914.000000 Penalty: 4894.201660
	Iteration 12Q: 3 clusters Score -2292914 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2292988.500000 Penalty: 4894.201660
	Iteration 13Q: 3 clusters Score -2292988 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2293021.750000 Penalty: 4894.201660
	Iteration 14Q: 3 clusters Score -2293022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2293066.750000 Penalty: 4894.201660
	Iteration 15Q: 3 clusters Score -2293067 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2293102.000000 Penalty: 4894.201660
	Iteration 16Q: 3 clusters Score -2293102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2293118.000000 Penalty: 4894.201660
	Iteration 17Q: 3 clusters Score -2293118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2293134.250000 Penalty: 4894.201660
	Iteration 18Q: 3 clusters Score -2293134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2293149.750000 Penalty: 4894.201660
	Iteration 19Q: 3 clusters Score -2293150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2293155.250000 Penalty: 4894.201660
	Iteration 20F: 3 clusters Score -2293155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2293163.500000 Penalty: 4894.201660
	Iteration 21Q: 3 clusters Score -2293164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2293172.750000 Penalty: 4894.201660
	Iteration 22Q: 3 clusters Score -2293173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2293187.250000 Penalty: 4894.201660
	Iteration 23Q: 3 clusters Score -2293187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2293195.250000 Penalty: 4894.201660
	Iteration 24Q: 3 clusters Score -2293195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2293200.250000 Penalty: 4894.201660
	Iteration 25Q: 3 clusters Score -2293200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2293206.250000 Penalty: 4894.201660
	Iteration 26Q: 3 clusters Score -2293206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2293218.250000 Penalty: 4894.201660
	Iteration 27Q: 3 clusters Score -2293218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2293223.000000 Penalty: 4894.201660
	Iteration 28Q: 3 clusters Score -2293223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2293227.500000 Penalty: 4894.201660
	Iteration 29Q: 3 clusters Score -2293228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2293237.500000 Penalty: 4894.201660
	Iteration 30Q: 3 clusters Score -2293238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2293237.500000 Penalty: 4894.201660
	Iteration 31Q: 3 clusters Score -2293238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2293246.250000 Penalty: 4894.201660
	Iteration 32Q: 3 clusters Score -2293246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2293256.000000 Penalty: 4894.201660
	Iteration 33Q: 3 clusters Score -2293256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2293251.500000 Penalty: 4894.201660
	Iteration 34Q: 3 clusters Score -2293252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2293259.000000 Penalty: 4894.201660
	Iteration 35Q: 3 clusters Score -2293259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2293269.250000 Penalty: 4894.201660
	Iteration 36Q: 3 clusters Score -2293269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2293268.000000 Penalty: 4894.201660
	Iteration 37Q: 3 clusters Score -2293268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2293272.250000 Penalty: 4894.201660
	Iteration 38Q: 3 clusters Score -2293272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2293277.000000 Penalty: 4894.201660
	Iteration 39Q: 3 clusters Score -2293277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2293288.500000 Penalty: 4894.201660
	Iteration 40F: 3 clusters Score -2293288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2293285.000000 Penalty: 4894.201660
	Iteration 41Q: 3 clusters Score -2293285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2293288.000000 Penalty: 4894.201660
	Iteration 42Q: 3 clusters Score -2293288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2293293.500000 Penalty: 4894.201660
	Iteration 43Q: 3 clusters Score -2293294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2293298.750000 Penalty: 4894.201660
	Iteration 44Q: 3 clusters Score -2293299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2293309.250000 Penalty: 4894.201660
	Iteration 45Q: 3 clusters Score -2293309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2293314.750000 Penalty: 4894.201660
	Iteration 46Q: 3 clusters Score -2293315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2293317.000000 Penalty: 4894.201660
	Iteration 47Q: 3 clusters Score -2293317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2293322.750000 Penalty: 4894.201660
	Iteration 48Q: 3 clusters Score -2293323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2293325.750000 Penalty: 4894.201660
	Iteration 49Q: 3 clusters Score -2293326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2293328.250000 Penalty: 4894.201660
	Iteration 50Q: 3 clusters Score -2293328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2293336.500000 Penalty: 4894.201660
	Iteration 51Q: 3 clusters Score -2293336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2293337.000000 Penalty: 4894.201660
	Iteration 52Q: 3 clusters Score -2293337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2293342.000000 Penalty: 4894.201660
	Iteration 53Q: 3 clusters Score -2293342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2293344.250000 Penalty: 4894.201660
	Iteration 54Q: 3 clusters Score -2293344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2293347.750000 Penalty: 4894.201660
	Iteration 55Q: 3 clusters Score -2293348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2293346.250000 Penalty: 4894.201660
	Iteration 56Q: 3 clusters Score -2293346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2293344.500000 Penalty: 4894.201660
	Iteration 57Q: 3 clusters Score -2293344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2293348.500000 Penalty: 4894.201660
	Iteration 58Q: 3 clusters Score -2293348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2293349.000000 Penalty: 4894.201660
	Iteration 59Q: 3 clusters Score -2293349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2293356.750000 Penalty: 4894.201660
	Iteration 60F: 3 clusters Score -2293357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2293354.750000 Penalty: 4894.201660
	Iteration 61Q: 3 clusters Score -2293355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2293358.750000 Penalty: 4894.201660
	Iteration 62Q: 3 clusters Score -2293359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2293357.250000 Penalty: 4894.201660
	Iteration 63Q: 3 clusters Score -2293357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2293363.000000 Penalty: 4894.201660
	Iteration 64Q: 3 clusters Score -2293363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2293363.500000 Penalty: 4894.201660
	Iteration 65Q: 3 clusters Score -2293364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2293365.250000 Penalty: 4894.201660
	Iteration 66Q: 3 clusters Score -2293365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2293366.000000 Penalty: 4894.201660
	Iteration 67Q: 3 clusters Score -2293366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2293366.500000 Penalty: 4894.201660
	Iteration 68Q: 3 clusters Score -2293366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2293367.500000 Penalty: 4894.201660
	Iteration 69Q: 3 clusters Score -2293368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2293367.500000 Penalty: 4894.201660
	Iteration 70F: 3 clusters Score -2293368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -103275.554688 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -103275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101543.125000 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -101543.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102359.015625 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -102359 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102996.093750 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -102996.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103273.179688 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -103273.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103376.109375 Penalty: 3439.460938
	Iteration 4F: 3 clusters Score -103376.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103442.109375 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -103442.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103479.656250 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -103479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103492.765625 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -103492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -103503.484375 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -103503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103515.835938 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -103515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103519.945312 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -103519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103523.773438 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -103523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103523.773438 Penalty: 3439.460938
	Iteration 12F: 3 clusters Score -103523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83147 members 
Mstep: Class 3 contains 49425 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 145447 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203493 members 
Mstep: Class 13 contains 159858 members 
Mstep: Class 14 contains 186965 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 35340 members 
Entering Unmasked Estep 
Score: -118052832.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118054264.000000 to -118052832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (35340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Entering Unmasked Estep 
Score: -4244476.000000 Penalty: 2597.247070
	Iteration 0F: 2 clusters Score -4244476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4220350.500000 Penalty: 5194.494141
	Iteration 0F: 3 clusters Score -4220350 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4229114.500000 Penalty: 5194.494141
	Iteration 1F: 3 clusters Score -4229114 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4229662.000000 Penalty: 5194.494141
	Iteration 2Q: 3 clusters Score -4229662 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4230302.500000 Penalty: 5194.494141
	Iteration 3Q: 3 clusters Score -4230302 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4231125.500000 Penalty: 5194.494141
	Iteration 4F: 3 clusters Score -4231126 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4232250.500000 Penalty: 5194.494141
	Iteration 5F: 3 clusters Score -4232250 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4233998.000000 Penalty: 5194.494141
	Iteration 6F: 3 clusters Score -4233998 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4236367.000000 Penalty: 5194.494141
	Iteration 7F: 3 clusters Score -4236367 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4238837.000000 Penalty: 5194.494141
	Iteration 8F: 3 clusters Score -4238837 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4240591.500000 Penalty: 5194.494141
	Iteration 9F: 3 clusters Score -4240592 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4241451.500000 Penalty: 5194.494141
	Iteration 10Q: 3 clusters Score -4241452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4241809.000000 Penalty: 5194.494141
	Iteration 11Q: 3 clusters Score -4241809 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4241982.500000 Penalty: 5194.494141
	Iteration 12Q: 3 clusters Score -4241982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4242067.000000 Penalty: 5194.494141
	Iteration 13Q: 3 clusters Score -4242067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4242101.500000 Penalty: 5194.494141
	Iteration 14Q: 3 clusters Score -4242102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4242115.500000 Penalty: 5194.494141
	Iteration 15Q: 3 clusters Score -4242116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4242119.500000 Penalty: 5194.494141
	Iteration 16Q: 3 clusters Score -4242120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4242134.500000 Penalty: 5194.494141
	Iteration 17Q: 3 clusters Score -4242134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4242145.000000 Penalty: 5194.494141
	Iteration 18Q: 3 clusters Score -4242145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4242157.000000 Penalty: 5194.494141
	Iteration 19Q: 3 clusters Score -4242157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4242162.500000 Penalty: 5194.494141
	Iteration 20F: 3 clusters Score -4242162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4242169.500000 Penalty: 5194.494141
	Iteration 21Q: 3 clusters Score -4242170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4242177.500000 Penalty: 5194.494141
	Iteration 22Q: 3 clusters Score -4242178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4242183.500000 Penalty: 5194.494141
	Iteration 23Q: 3 clusters Score -4242184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4242183.500000 Penalty: 5194.494141
	Iteration 24F: 3 clusters Score -4242184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83147 members 
Mstep: Class 3 contains 49425 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 6 contains 145447 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41484 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203493 members 
Mstep: Class 13 contains 159858 members 
Mstep: Class 14 contains 186965 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054248.000000 Penalty: 54895.289062
Iteration 199Q: 17 clusters Score -1.180542e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83148 members 
Mstep: Class 3 contains 49419 members 
Mstep: Class 4 contains 58985 members 
Mstep: Class 6 contains 145413 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41485 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203511 members 
Mstep: Class 13 contains 159828 members 
Mstep: Class 14 contains 186963 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19267 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054232.000000 Penalty: 54895.289062
Iteration 200F: 17 clusters Score -1.180542e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83146 members 
Mstep: Class 3 contains 49417 members 
Mstep: Class 4 contains 58983 members 
Mstep: Class 6 contains 145367 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41488 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203526 members 
Mstep: Class 13 contains 159818 members 
Mstep: Class 14 contains 186970 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19227 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054240.000000 Penalty: 54895.289062
Iteration 201Q: 17 clusters Score -1.180542e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83145 members 
Mstep: Class 3 contains 49414 members 
Mstep: Class 4 contains 58985 members 
Mstep: Class 6 contains 145323 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41492 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203540 members 
Mstep: Class 13 contains 159805 members 
Mstep: Class 14 contains 186969 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19203 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054176.000000 Penalty: 54895.289062
Iteration 202Q: 17 clusters Score -1.180542e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83141 members 
Mstep: Class 3 contains 49415 members 
Mstep: Class 4 contains 58987 members 
Mstep: Class 6 contains 145282 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41497 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203547 members 
Mstep: Class 13 contains 159791 members 
Mstep: Class 14 contains 186975 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 19186 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054264.000000 Penalty: 54895.289062
Iteration 203Q: 17 clusters Score -1.180543e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83142 members 
Mstep: Class 3 contains 49413 members 
Mstep: Class 4 contains 58984 members 
Mstep: Class 6 contains 145249 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41503 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203553 members 
Mstep: Class 13 contains 159779 members 
Mstep: Class 14 contains 186976 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19166 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054320.000000 Penalty: 54895.289062
Iteration 204Q: 17 clusters Score -1.180543e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83138 members 
Mstep: Class 3 contains 49411 members 
Mstep: Class 4 contains 58984 members 
Mstep: Class 6 contains 145216 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41511 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203563 members 
Mstep: Class 13 contains 159765 members 
Mstep: Class 14 contains 186978 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19147 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054184.000000 Penalty: 54895.289062
Iteration 205Q: 17 clusters Score -1.180542e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83136 members 
Mstep: Class 3 contains 49408 members 
Mstep: Class 4 contains 58983 members 
Mstep: Class 6 contains 145175 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41515 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203576 members 
Mstep: Class 13 contains 159747 members 
Mstep: Class 14 contains 186984 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19129 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054136.000000 Penalty: 54895.289062
Iteration 206Q: 17 clusters Score -1.180541e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83141 members 
Mstep: Class 3 contains 49407 members 
Mstep: Class 4 contains 58983 members 
Mstep: Class 6 contains 145137 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41524 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203586 members 
Mstep: Class 13 contains 159730 members 
Mstep: Class 14 contains 186992 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19115 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054192.000000 Penalty: 54895.289062
Iteration 207Q: 17 clusters Score -1.180542e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83144 members 
Mstep: Class 3 contains 49404 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 6 contains 145115 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41525 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203598 members 
Mstep: Class 13 contains 159711 members 
Mstep: Class 14 contains 186999 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19103 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054240.000000 Penalty: 54895.289062
Iteration 208Q: 17 clusters Score -1.180542e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83151 members 
Mstep: Class 3 contains 49401 members 
Mstep: Class 4 contains 58980 members 
Mstep: Class 6 contains 145084 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41524 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203614 members 
Mstep: Class 13 contains 159702 members 
Mstep: Class 14 contains 186997 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19095 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054176.000000 Penalty: 54895.289062
Iteration 209Q: 17 clusters Score -1.180542e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83156 members 
Mstep: Class 3 contains 49400 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 145044 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41523 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203635 members 
Mstep: Class 13 contains 159693 members 
Mstep: Class 14 contains 186991 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19086 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054168.000000 Penalty: 54895.289062
Iteration 210Q: 17 clusters Score -1.180542e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83165 members 
Mstep: Class 3 contains 49397 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 145002 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41525 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203656 members 
Mstep: Class 13 contains 159690 members 
Mstep: Class 14 contains 186985 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19075 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 54895.289062
Iteration 211Q: 17 clusters Score -1.180543e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83169 members 
Mstep: Class 3 contains 49396 members 
Mstep: Class 4 contains 58974 members 
Mstep: Class 6 contains 144958 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41533 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203666 members 
Mstep: Class 13 contains 159685 members 
Mstep: Class 14 contains 186984 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19069 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 35996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054224.000000 Penalty: 54895.289062
Iteration 212Q: 17 clusters Score -1.180542e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83174 members 
Mstep: Class 3 contains 49396 members 
Mstep: Class 4 contains 58974 members 
Mstep: Class 6 contains 144913 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41544 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203688 members 
Mstep: Class 13 contains 159674 members 
Mstep: Class 14 contains 186983 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19050 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054224.000000 Penalty: 54895.289062
Iteration 213Q: 17 clusters Score -1.180542e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 83178 members 
Mstep: Class 3 contains 49393 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 144867 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41552 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203709 members 
Mstep: Class 13 contains 159679 members 
Mstep: Class 14 contains 186978 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054192.000000 Penalty: 54895.289062
Iteration 214Q: 17 clusters Score -1.180542e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 83183 members 
Mstep: Class 3 contains 49394 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 144817 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41561 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 203722 members 
Mstep: Class 13 contains 159676 members 
Mstep: Class 14 contains 186985 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6120 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054232.000000 Penalty: 54895.289062
Iteration 215Q: 17 clusters Score -1.180542e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 83185 members 
Mstep: Class 3 contains 49391 members 
Mstep: Class 4 contains 58971 members 
Mstep: Class 6 contains 144775 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41567 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203737 members 
Mstep: Class 13 contains 159681 members 
Mstep: Class 14 contains 186980 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 54895.289062
Iteration 216Q: 17 clusters Score -1.180543e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 83189 members 
Mstep: Class 3 contains 49390 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 144728 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41573 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203757 members 
Mstep: Class 13 contains 159671 members 
Mstep: Class 14 contains 186976 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 18971 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054248.000000 Penalty: 54895.289062
Iteration 217Q: 17 clusters Score -1.180542e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 83192 members 
Mstep: Class 3 contains 49385 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 144677 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41579 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203780 members 
Mstep: Class 13 contains 159664 members 
Mstep: Class 14 contains 186973 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18941 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054320.000000 Penalty: 54895.289062
Iteration 218Q: 17 clusters Score -1.180543e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83189 members 
Mstep: Class 3 contains 49386 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 144615 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41583 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203794 members 
Mstep: Class 13 contains 159669 members 
Mstep: Class 14 contains 186977 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18917 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054280.000000 Penalty: 54895.289062
Iteration 219Q: 17 clusters Score -1.180543e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83183 members 
Mstep: Class 3 contains 49385 members 
Mstep: Class 4 contains 58973 members 
Mstep: Class 6 contains 144559 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41587 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203812 members 
Mstep: Class 13 contains 159679 members 
Mstep: Class 14 contains 186977 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18889 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054296.000000 Penalty: 54895.289062
Iteration 220F: 17 clusters Score -1.180543e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83182 members 
Mstep: Class 3 contains 49382 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 144487 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41588 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203847 members 
Mstep: Class 13 contains 159689 members 
Mstep: Class 14 contains 186982 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18871 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054256.000000 Penalty: 54895.289062
Iteration 221Q: 17 clusters Score -1.180543e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83179 members 
Mstep: Class 3 contains 49371 members 
Mstep: Class 4 contains 58971 members 
Mstep: Class 6 contains 144417 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203890 members 
Mstep: Class 13 contains 159692 members 
Mstep: Class 14 contains 186983 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054280.000000 Penalty: 54895.289062
Iteration 222Q: 17 clusters Score -1.180543e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83180 members 
Mstep: Class 3 contains 49365 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 144329 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41592 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203940 members 
Mstep: Class 13 contains 159696 members 
Mstep: Class 14 contains 186984 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18831 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054184.000000 Penalty: 54895.289062
Iteration 223Q: 17 clusters Score -1.180542e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83179 members 
Mstep: Class 3 contains 49359 members 
Mstep: Class 4 contains 58975 members 
Mstep: Class 6 contains 144243 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41598 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 203979 members 
Mstep: Class 13 contains 159692 members 
Mstep: Class 14 contains 186983 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 18812 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 54895.289062
Iteration 224Q: 17 clusters Score -1.180543e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83177 members 
Mstep: Class 3 contains 49347 members 
Mstep: Class 4 contains 58978 members 
Mstep: Class 6 contains 144161 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 204021 members 
Mstep: Class 13 contains 159694 members 
Mstep: Class 14 contains 186983 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18790 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054416.000000 Penalty: 54895.289062
Iteration 225Q: 17 clusters Score -1.180544e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 83177 members 
Mstep: Class 3 contains 49340 members 
Mstep: Class 4 contains 58981 members 
Mstep: Class 6 contains 144075 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 204060 members 
Mstep: Class 13 contains 159688 members 
Mstep: Class 14 contains 186982 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054456.000000 Penalty: 54895.289062
Iteration 226Q: 17 clusters Score -1.180545e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 83175 members 
Mstep: Class 3 contains 49333 members 
Mstep: Class 4 contains 58991 members 
Mstep: Class 6 contains 143974 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41608 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 204099 members 
Mstep: Class 13 contains 159675 members 
Mstep: Class 14 contains 186985 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 18747 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054456.000000 Penalty: 54895.289062
Iteration 227Q: 17 clusters Score -1.180545e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 83178 members 
Mstep: Class 3 contains 49329 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 6 contains 143857 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41616 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 204155 members 
Mstep: Class 13 contains 159672 members 
Mstep: Class 14 contains 186994 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 18717 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 36931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054448.000000 Penalty: 54895.289062
Iteration 228Q: 17 clusters Score -1.180544e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 83181 members 
Mstep: Class 3 contains 49319 members 
Mstep: Class 4 contains 58992 members 
Mstep: Class 6 contains 143764 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204219 members 
Mstep: Class 13 contains 159649 members 
Mstep: Class 14 contains 186998 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 18692 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054368.000000 Penalty: 54895.289062
Iteration 229Q: 17 clusters Score -1.180544e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 83184 members 
Mstep: Class 3 contains 49309 members 
Mstep: Class 4 contains 58988 members 
Mstep: Class 6 contains 143662 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204277 members 
Mstep: Class 13 contains 159621 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 18666 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054392.000000 Penalty: 54895.289062
Iteration 230Q: 17 clusters Score -1.180544e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 49302 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 6 contains 143576 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204330 members 
Mstep: Class 13 contains 159597 members 
Mstep: Class 14 contains 187018 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18642 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054216.000000 Penalty: 54895.289062
Iteration 231Q: 17 clusters Score -1.180542e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 83194 members 
Mstep: Class 3 contains 49295 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 6 contains 143501 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41633 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204383 members 
Mstep: Class 13 contains 159582 members 
Mstep: Class 14 contains 187014 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18611 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054296.000000 Penalty: 54895.289062
Iteration 232Q: 17 clusters Score -1.180543e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 83202 members 
Mstep: Class 3 contains 49284 members 
Mstep: Class 4 contains 58987 members 
Mstep: Class 6 contains 143415 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204434 members 
Mstep: Class 13 contains 159564 members 
Mstep: Class 14 contains 187020 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054272.000000 Penalty: 54895.289062
Iteration 233Q: 17 clusters Score -1.180543e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 83200 members 
Mstep: Class 3 contains 49281 members 
Mstep: Class 4 contains 58991 members 
Mstep: Class 6 contains 143347 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41633 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204471 members 
Mstep: Class 13 contains 159546 members 
Mstep: Class 14 contains 187017 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18540 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054456.000000 Penalty: 54895.289062
Iteration 234Q: 17 clusters Score -1.180545e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 83204 members 
Mstep: Class 3 contains 49279 members 
Mstep: Class 4 contains 58993 members 
Mstep: Class 6 contains 143266 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41632 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204524 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18500 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054632.000000 Penalty: 54895.289062
Iteration 235Q: 17 clusters Score -1.180546e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83201 members 
Mstep: Class 3 contains 49276 members 
Mstep: Class 4 contains 58998 members 
Mstep: Class 6 contains 143162 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204604 members 
Mstep: Class 13 contains 159538 members 
Mstep: Class 14 contains 187016 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 18450 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054648.000000 Penalty: 54895.289062
Iteration 236Q: 17 clusters Score -1.180546e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83199 members 
Mstep: Class 3 contains 49263 members 
Mstep: Class 4 contains 58998 members 
Mstep: Class 6 contains 143074 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204672 members 
Mstep: Class 13 contains 159539 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 37645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054632.000000 Penalty: 54895.289062
Iteration 237Q: 17 clusters Score -1.180546e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83197 members 
Mstep: Class 3 contains 49255 members 
Mstep: Class 4 contains 59001 members 
Mstep: Class 6 contains 142997 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41633 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204723 members 
Mstep: Class 13 contains 159542 members 
Mstep: Class 14 contains 187016 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18370 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 37709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054760.000000 Penalty: 54895.289062
Iteration 238Q: 17 clusters Score -1.180548e+08 nChanged 264
Entering ConstructFrom: 
Score: -118054760.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -308074.937500 Penalty: 1966.155396
	Iteration 0F: 2 clusters Score -308074.9 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 1383 members 
Entering Unmasked Estep 
Score: -304950.093750 Penalty: 3932.310791
	Iteration 0F: 3 clusters Score -304950.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -305568.625000 Penalty: 3932.310791
	Iteration 1F: 3 clusters Score -305568.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -305715.718750 Penalty: 3932.310791
	Iteration 2F: 3 clusters Score -305715.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -305786.625000 Penalty: 3932.310791
	Iteration 3Q: 3 clusters Score -305786.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -305819.281250 Penalty: 3932.310791
	Iteration 4Q: 3 clusters Score -305819.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -305839.406250 Penalty: 3932.310791
	Iteration 5Q: 3 clusters Score -305839.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305856.031250 Penalty: 3932.310791
	Iteration 6Q: 3 clusters Score -305856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -305871.187500 Penalty: 3932.310791
	Iteration 7Q: 3 clusters Score -305871.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305880.156250 Penalty: 3932.310791
	Iteration 8Q: 3 clusters Score -305880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305884.281250 Penalty: 3932.310791
	Iteration 9Q: 3 clusters Score -305884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305888.750000 Penalty: 3932.310791
	Iteration 10Q: 3 clusters Score -305888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -305893.968750 Penalty: 3932.310791
	Iteration 11Q: 3 clusters Score -305894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -305897.968750 Penalty: 3932.310791
	Iteration 12Q: 3 clusters Score -305898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -305903.781250 Penalty: 3932.310791
	Iteration 13Q: 3 clusters Score -305903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -305906.062500 Penalty: 3932.310791
	Iteration 14Q: 3 clusters Score -305906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -305908.437500 Penalty: 3932.310791
	Iteration 15Q: 3 clusters Score -305908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -305912.062500 Penalty: 3932.310791
	Iteration 16Q: 3 clusters Score -305912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -305912.843750 Penalty: 3932.310791
	Iteration 17Q: 3 clusters Score -305912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -305914.781250 Penalty: 3932.310791
	Iteration 18Q: 3 clusters Score -305914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -305915.031250 Penalty: 3932.310791
	Iteration 19Q: 3 clusters Score -305915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -305917.187500 Penalty: 3932.310791
	Iteration 20F: 3 clusters Score -305917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -305917.562500 Penalty: 3932.310791
	Iteration 21Q: 3 clusters Score -305917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -305917.937500 Penalty: 3932.310791
	Iteration 22Q: 3 clusters Score -305917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -305919.750000 Penalty: 3932.310791
	Iteration 23Q: 3 clusters Score -305919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -305921.437500 Penalty: 3932.310791
	Iteration 24Q: 3 clusters Score -305921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -305922.500000 Penalty: 3932.310791
	Iteration 25Q: 3 clusters Score -305922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -305923.562500 Penalty: 3932.310791
	Iteration 26Q: 3 clusters Score -305923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -305925.437500 Penalty: 3932.310791
	Iteration 27Q: 3 clusters Score -305925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305925.687500 Penalty: 3932.310791
	Iteration 28Q: 3 clusters Score -305925.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -305926.218750 Penalty: 3932.310791
	Iteration 29Q: 3 clusters Score -305926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305926.250000 Penalty: 3932.310791
	Iteration 30Q: 3 clusters Score -305926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305926.250000 Penalty: 3932.310791
	Iteration 31F: 3 clusters Score -305926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Entering Unmasked Estep 
Score: -9874287.000000 Penalty: 2809.574951
	Iteration 0F: 2 clusters Score -9874287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -9818484.000000 Penalty: 5619.149902
	Iteration 0F: 3 clusters Score -9818484 nChanged 39159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -9840718.000000 Penalty: 5619.149902
	Iteration 1F: 3 clusters Score -9840718 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -9841349.000000 Penalty: 5619.149902
	Iteration 2Q: 3 clusters Score -9841349 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -9842176.000000 Penalty: 5619.149902
	Iteration 3Q: 3 clusters Score -9842176 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -9843386.000000 Penalty: 5619.149902
	Iteration 4Q: 3 clusters Score -9843386 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -9845389.000000 Penalty: 5619.149902
	Iteration 5F: 3 clusters Score -9845389 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -9848806.000000 Penalty: 5619.149902
	Iteration 6F: 3 clusters Score -9848806 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -9853992.000000 Penalty: 5619.149902
	Iteration 7F: 3 clusters Score -9853992 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -9860623.000000 Penalty: 5619.149902
	Iteration 8F: 3 clusters Score -9860623 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -9866306.000000 Penalty: 5619.149902
	Iteration 9F: 3 clusters Score -9866306 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -9869537.000000 Penalty: 5619.149902
	Iteration 10Q: 3 clusters Score -9869537 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -9870878.000000 Penalty: 5619.149902
	Iteration 11Q: 3 clusters Score -9870878 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -9871431.000000 Penalty: 5619.149902
	Iteration 12Q: 3 clusters Score -9871431 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -9871660.000000 Penalty: 5619.149902
	Iteration 13Q: 3 clusters Score -9871660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -9871762.000000 Penalty: 5619.149902
	Iteration 14Q: 3 clusters Score -9871762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -9871820.000000 Penalty: 5619.149902
	Iteration 15Q: 3 clusters Score -9871820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -9871863.000000 Penalty: 5619.149902
	Iteration 16Q: 3 clusters Score -9871863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -9871877.000000 Penalty: 5619.149902
	Iteration 17Q: 3 clusters Score -9871877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -9871887.000000 Penalty: 5619.149902
	Iteration 18Q: 3 clusters Score -9871887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -9871893.000000 Penalty: 5619.149902
	Iteration 19Q: 3 clusters Score -9871893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -9871903.000000 Penalty: 5619.149902
	Iteration 20F: 3 clusters Score -9871903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -9871917.000000 Penalty: 5619.149902
	Iteration 21Q: 3 clusters Score -9871917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -9871911.000000 Penalty: 5619.149902
	Iteration 22Q: 3 clusters Score -9871911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -9871916.000000 Penalty: 5619.149902
	Iteration 23Q: 3 clusters Score -9871916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -9871916.000000 Penalty: 5619.149902
	Iteration 24F: 3 clusters Score -9871916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Entering Unmasked Estep 
Score: -5626359.000000 Penalty: 2679.521484
	Iteration 0F: 2 clusters Score -5626359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5593126.500000 Penalty: 5359.042969
	Iteration 0F: 3 clusters Score -5593126 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5605621.000000 Penalty: 5359.042969
	Iteration 1F: 3 clusters Score -5605621 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5606086.000000 Penalty: 5359.042969
	Iteration 2Q: 3 clusters Score -5606086 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5606517.500000 Penalty: 5359.042969
	Iteration 3Q: 3 clusters Score -5606518 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -5606866.500000 Penalty: 5359.042969
	Iteration 4Q: 3 clusters Score -5606866 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5607222.500000 Penalty: 5359.042969
	Iteration 5Q: 3 clusters Score -5607222 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -5607580.500000 Penalty: 5359.042969
	Iteration 6Q: 3 clusters Score -5607580 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5607991.500000 Penalty: 5359.042969
	Iteration 7Q: 3 clusters Score -5607992 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5608516.000000 Penalty: 5359.042969
	Iteration 8Q: 3 clusters Score -5608516 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5609289.500000 Penalty: 5359.042969
	Iteration 9Q: 3 clusters Score -5609290 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5610166.500000 Penalty: 5359.042969
	Iteration 10Q: 3 clusters Score -5610166 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5611313.500000 Penalty: 5359.042969
	Iteration 11Q: 3 clusters Score -5611314 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -5612582.500000 Penalty: 5359.042969
	Iteration 12Q: 3 clusters Score -5612582 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5614147.500000 Penalty: 5359.042969
	Iteration 13Q: 3 clusters Score -5614148 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -5615836.000000 Penalty: 5359.042969
	Iteration 14F: 3 clusters Score -5615836 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5617567.500000 Penalty: 5359.042969
	Iteration 15F: 3 clusters Score -5617568 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5619063.000000 Penalty: 5359.042969
	Iteration 16Q: 3 clusters Score -5619063 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -5620399.000000 Penalty: 5359.042969
	Iteration 17Q: 3 clusters Score -5620399 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5621373.500000 Penalty: 5359.042969
	Iteration 18Q: 3 clusters Score -5621374 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5622086.500000 Penalty: 5359.042969
	Iteration 19Q: 3 clusters Score -5622086 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5622626.500000 Penalty: 5359.042969
	Iteration 20F: 3 clusters Score -5622626 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -5622985.000000 Penalty: 5359.042969
	Iteration 21Q: 3 clusters Score -5622985 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -5623225.500000 Penalty: 5359.042969
	Iteration 22Q: 3 clusters Score -5623226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -5623431.000000 Penalty: 5359.042969
	Iteration 23Q: 3 clusters Score -5623431 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5623566.000000 Penalty: 5359.042969
	Iteration 24Q: 3 clusters Score -5623566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -5623708.000000 Penalty: 5359.042969
	Iteration 25Q: 3 clusters Score -5623708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -5623785.500000 Penalty: 5359.042969
	Iteration 26Q: 3 clusters Score -5623786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -5623843.000000 Penalty: 5359.042969
	Iteration 27Q: 3 clusters Score -5623843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5623896.500000 Penalty: 5359.042969
	Iteration 28Q: 3 clusters Score -5623896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -5623934.500000 Penalty: 5359.042969
	Iteration 29Q: 3 clusters Score -5623934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -5623971.500000 Penalty: 5359.042969
	Iteration 30Q: 3 clusters Score -5623972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -5623997.500000 Penalty: 5359.042969
	Iteration 31Q: 3 clusters Score -5623998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5624012.500000 Penalty: 5359.042969
	Iteration 32Q: 3 clusters Score -5624012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5624009.000000 Penalty: 5359.042969
	Iteration 33Q: 3 clusters Score -5624009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -5624028.000000 Penalty: 5359.042969
	Iteration 34Q: 3 clusters Score -5624028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5624038.000000 Penalty: 5359.042969
	Iteration 35Q: 3 clusters Score -5624038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -5624051.500000 Penalty: 5359.042969
	Iteration 36Q: 3 clusters Score -5624052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -5624049.500000 Penalty: 5359.042969
	Iteration 37Q: 3 clusters Score -5624050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -5624064.000000 Penalty: 5359.042969
	Iteration 38Q: 3 clusters Score -5624064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -5624067.500000 Penalty: 5359.042969
	Iteration 39Q: 3 clusters Score -5624068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -5624066.500000 Penalty: 5359.042969
	Iteration 40F: 3 clusters Score -5624066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -5624066.000000 Penalty: 5359.042969
	Iteration 41Q: 3 clusters Score -5624066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5624063.000000 Penalty: 5359.042969
	Iteration 42Q: 3 clusters Score -5624063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -5624069.500000 Penalty: 5359.042969
	Iteration 43Q: 3 clusters Score -5624070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -5624075.500000 Penalty: 5359.042969
	Iteration 44Q: 3 clusters Score -5624076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5624074.000000 Penalty: 5359.042969
	Iteration 45Q: 3 clusters Score -5624074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -5624077.500000 Penalty: 5359.042969
	Iteration 46Q: 3 clusters Score -5624078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5624075.000000 Penalty: 5359.042969
	Iteration 47Q: 3 clusters Score -5624075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5624073.000000 Penalty: 5359.042969
	Iteration 48Q: 3 clusters Score -5624073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5624073.000000 Penalty: 5359.042969
	Iteration 49Q: 3 clusters Score -5624073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5624073.000000 Penalty: 5359.042969
	Iteration 50F: 3 clusters Score -5624073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Entering Unmasked Estep 
Score: -6979233.500000 Penalty: 2724.365234
	Iteration 0F: 2 clusters Score -6979234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6939463.000000 Penalty: 5448.730469
	Iteration 0F: 3 clusters Score -6939463 nChanged 27445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -6954742.500000 Penalty: 5448.730469
	Iteration 1F: 3 clusters Score -6954742 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6955230.000000 Penalty: 5448.730469
	Iteration 2Q: 3 clusters Score -6955230 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6955761.000000 Penalty: 5448.730469
	Iteration 3Q: 3 clusters Score -6955761 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -6956453.000000 Penalty: 5448.730469
	Iteration 4Q: 3 clusters Score -6956453 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6957591.000000 Penalty: 5448.730469
	Iteration 5Q: 3 clusters Score -6957591 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6959367.000000 Penalty: 5448.730469
	Iteration 6F: 3 clusters Score -6959367 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -6961892.000000 Penalty: 5448.730469
	Iteration 7F: 3 clusters Score -6961892 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -6965151.500000 Penalty: 5448.730469
	Iteration 8F: 3 clusters Score -6965152 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6968635.000000 Penalty: 5448.730469
	Iteration 9F: 3 clusters Score -6968635 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -6971482.000000 Penalty: 5448.730469
	Iteration 10F: 3 clusters Score -6971482 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -6973420.500000 Penalty: 5448.730469
	Iteration 11Q: 3 clusters Score -6973420 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -6974669.000000 Penalty: 5448.730469
	Iteration 12Q: 3 clusters Score -6974669 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6975542.500000 Penalty: 5448.730469
	Iteration 13Q: 3 clusters Score -6975542 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -6976075.000000 Penalty: 5448.730469
	Iteration 14Q: 3 clusters Score -6976075 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6976437.000000 Penalty: 5448.730469
	Iteration 15Q: 3 clusters Score -6976437 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6976650.000000 Penalty: 5448.730469
	Iteration 16Q: 3 clusters Score -6976650 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6976792.500000 Penalty: 5448.730469
	Iteration 17Q: 3 clusters Score -6976792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6976896.500000 Penalty: 5448.730469
	Iteration 18Q: 3 clusters Score -6976896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6976934.000000 Penalty: 5448.730469
	Iteration 19Q: 3 clusters Score -6976934 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6976965.500000 Penalty: 5448.730469
	Iteration 20F: 3 clusters Score -6976966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6976994.500000 Penalty: 5448.730469
	Iteration 21Q: 3 clusters Score -6976994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6977031.000000 Penalty: 5448.730469
	Iteration 22Q: 3 clusters Score -6977031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6977053.000000 Penalty: 5448.730469
	Iteration 23Q: 3 clusters Score -6977053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6977074.000000 Penalty: 5448.730469
	Iteration 24Q: 3 clusters Score -6977074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6977103.000000 Penalty: 5448.730469
	Iteration 25Q: 3 clusters Score -6977103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6977116.500000 Penalty: 5448.730469
	Iteration 26Q: 3 clusters Score -6977116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6977133.000000 Penalty: 5448.730469
	Iteration 27Q: 3 clusters Score -6977133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6977161.000000 Penalty: 5448.730469
	Iteration 28Q: 3 clusters Score -6977161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6977170.000000 Penalty: 5448.730469
	Iteration 29Q: 3 clusters Score -6977170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6977175.000000 Penalty: 5448.730469
	Iteration 30Q: 3 clusters Score -6977175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6977174.000000 Penalty: 5448.730469
	Iteration 31Q: 3 clusters Score -6977174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6977173.500000 Penalty: 5448.730469
	Iteration 32Q: 3 clusters Score -6977174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6977175.500000 Penalty: 5448.730469
	Iteration 33Q: 3 clusters Score -6977176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6977175.500000 Penalty: 5448.730469
	Iteration 34Q: 3 clusters Score -6977176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6977175.500000 Penalty: 5448.730469
	Iteration 35Q: 3 clusters Score -6977176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6977176.000000 Penalty: 5448.730469
	Iteration 36Q: 3 clusters Score -6977176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6977178.000000 Penalty: 5448.730469
	Iteration 37Q: 3 clusters Score -6977178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6977172.500000 Penalty: 5448.730469
	Iteration 38Q: 3 clusters Score -6977172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6977179.000000 Penalty: 5448.730469
	Iteration 39Q: 3 clusters Score -6977179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6977180.500000 Penalty: 5448.730469
	Iteration 40F: 3 clusters Score -6977180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6977183.500000 Penalty: 5448.730469
	Iteration 41Q: 3 clusters Score -6977184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6977186.000000 Penalty: 5448.730469
	Iteration 42Q: 3 clusters Score -6977186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6977185.000000 Penalty: 5448.730469
	Iteration 43Q: 3 clusters Score -6977185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6977185.000000 Penalty: 5448.730469
	Iteration 44Q: 3 clusters Score -6977185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6977192.500000 Penalty: 5448.730469
	Iteration 45Q: 3 clusters Score -6977192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6977196.000000 Penalty: 5448.730469
	Iteration 46Q: 3 clusters Score -6977196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6977196.000000 Penalty: 5448.730469
	Iteration 47Q: 3 clusters Score -6977196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6977197.500000 Penalty: 5448.730469
	Iteration 48Q: 3 clusters Score -6977198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6977200.000000 Penalty: 5448.730469
	Iteration 49Q: 3 clusters Score -6977200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6977193.500000 Penalty: 5448.730469
	Iteration 50Q: 3 clusters Score -6977194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6977192.500000 Penalty: 5448.730469
	Iteration 51Q: 3 clusters Score -6977192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6977193.000000 Penalty: 5448.730469
	Iteration 52Q: 3 clusters Score -6977193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6977192.000000 Penalty: 5448.730469
	Iteration 53Q: 3 clusters Score -6977192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6977194.000000 Penalty: 5448.730469
	Iteration 54Q: 3 clusters Score -6977194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6977194.000000 Penalty: 5448.730469
	Iteration 55F: 3 clusters Score -6977194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (142916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142916 members 
Entering Unmasked Estep 
Score: -16924674.000000 Penalty: 2943.762939
	Iteration 0F: 2 clusters Score -1.692467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -16829132.000000 Penalty: 5887.525879
	Iteration 0F: 3 clusters Score -1.682913e+07 nChanged 68147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -16868504.000000 Penalty: 5887.525879
	Iteration 1F: 3 clusters Score -1.68685e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -16869486.000000 Penalty: 5887.525879
	Iteration 2Q: 3 clusters Score -1.686949e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -16871092.000000 Penalty: 5887.525879
	Iteration 3Q: 3 clusters Score -1.687109e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -16873580.000000 Penalty: 5887.525879
	Iteration 4Q: 3 clusters Score -1.687358e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -16878184.000000 Penalty: 5887.525879
	Iteration 5F: 3 clusters Score -1.687818e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -16885902.000000 Penalty: 5887.525879
	Iteration 6F: 3 clusters Score -1.68859e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -16896668.000000 Penalty: 5887.525879
	Iteration 7F: 3 clusters Score -1.689667e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -16907704.000000 Penalty: 5887.525879
	Iteration 8F: 3 clusters Score -1.69077e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -16915228.000000 Penalty: 5887.525879
	Iteration 9Q: 3 clusters Score -1.691523e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129060 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -16918298.000000 Penalty: 5887.525879
	Iteration 10Q: 3 clusters Score -1.69183e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130617 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -16919460.000000 Penalty: 5887.525879
	Iteration 11Q: 3 clusters Score -1.691946e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131777 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -16920012.000000 Penalty: 5887.525879
	Iteration 12Q: 3 clusters Score -1.692001e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -16920416.000000 Penalty: 5887.525879
	Iteration 13Q: 3 clusters Score -1.692042e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -16920730.000000 Penalty: 5887.525879
	Iteration 14Q: 3 clusters Score -1.692073e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -16921006.000000 Penalty: 5887.525879
	Iteration 15Q: 3 clusters Score -1.692101e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -16921216.000000 Penalty: 5887.525879
	Iteration 16Q: 3 clusters Score -1.692122e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135700 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -16921420.000000 Penalty: 5887.525879
	Iteration 17Q: 3 clusters Score -1.692142e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -16921536.000000 Penalty: 5887.525879
	Iteration 18Q: 3 clusters Score -1.692154e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -16921658.000000 Penalty: 5887.525879
	Iteration 19Q: 3 clusters Score -1.692166e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -16921854.000000 Penalty: 5887.525879
	Iteration 20F: 3 clusters Score -1.692185e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -16921988.000000 Penalty: 5887.525879
	Iteration 21Q: 3 clusters Score -1.692199e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137904 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -16922134.000000 Penalty: 5887.525879
	Iteration 22Q: 3 clusters Score -1.692213e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -16922202.000000 Penalty: 5887.525879
	Iteration 23Q: 3 clusters Score -1.69222e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -16922276.000000 Penalty: 5887.525879
	Iteration 24Q: 3 clusters Score -1.692228e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -16922344.000000 Penalty: 5887.525879
	Iteration 25Q: 3 clusters Score -1.692234e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -16922384.000000 Penalty: 5887.525879
	Iteration 26Q: 3 clusters Score -1.692238e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -16922428.000000 Penalty: 5887.525879
	Iteration 27Q: 3 clusters Score -1.692243e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16922512.000000 Penalty: 5887.525879
	Iteration 28Q: 3 clusters Score -1.692251e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -16922488.000000 Penalty: 5887.525879
	Iteration 29Q: 3 clusters Score -1.692249e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -16922526.000000 Penalty: 5887.525879
	Iteration 30Q: 3 clusters Score -1.692253e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -16922566.000000 Penalty: 5887.525879
	Iteration 31Q: 3 clusters Score -1.692257e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -16922560.000000 Penalty: 5887.525879
	Iteration 32Q: 3 clusters Score -1.692256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -16922622.000000 Penalty: 5887.525879
	Iteration 33Q: 3 clusters Score -1.692262e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140155 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -16922598.000000 Penalty: 5887.525879
	Iteration 34Q: 3 clusters Score -1.69226e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16922608.000000 Penalty: 5887.525879
	Iteration 35Q: 3 clusters Score -1.692261e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -16922600.000000 Penalty: 5887.525879
	Iteration 36Q: 3 clusters Score -1.69226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -16922594.000000 Penalty: 5887.525879
	Iteration 37Q: 3 clusters Score -1.692259e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -16922648.000000 Penalty: 5887.525879
	Iteration 38Q: 3 clusters Score -1.692265e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140507 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -16922676.000000 Penalty: 5887.525879
	Iteration 39Q: 3 clusters Score -1.692268e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -16922676.000000 Penalty: 5887.525879
	Iteration 40F: 3 clusters Score -1.692268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16922704.000000 Penalty: 5887.525879
	Iteration 41Q: 3 clusters Score -1.69227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -16922694.000000 Penalty: 5887.525879
	Iteration 42Q: 3 clusters Score -1.692269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -16922698.000000 Penalty: 5887.525879
	Iteration 43Q: 3 clusters Score -1.69227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140731 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16922694.000000 Penalty: 5887.525879
	Iteration 44Q: 3 clusters Score -1.692269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -16922704.000000 Penalty: 5887.525879
	Iteration 45Q: 3 clusters Score -1.69227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -16922694.000000 Penalty: 5887.525879
	Iteration 46Q: 3 clusters Score -1.692269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140815 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -16922702.000000 Penalty: 5887.525879
	Iteration 47Q: 3 clusters Score -1.69227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140829 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16922696.000000 Penalty: 5887.525879
	Iteration 48Q: 3 clusters Score -1.69227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140839 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -16922696.000000 Penalty: 5887.525879
	Iteration 49Q: 3 clusters Score -1.69227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16922720.000000 Penalty: 5887.525879
	Iteration 50Q: 3 clusters Score -1.692272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140874 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16922728.000000 Penalty: 5887.525879
	Iteration 51Q: 3 clusters Score -1.692273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -16922730.000000 Penalty: 5887.525879
	Iteration 52Q: 3 clusters Score -1.692273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -16922714.000000 Penalty: 5887.525879
	Iteration 53Q: 3 clusters Score -1.692271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140897 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16922720.000000 Penalty: 5887.525879
	Iteration 54Q: 3 clusters Score -1.692272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140904 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -16922716.000000 Penalty: 5887.525879
	Iteration 55Q: 3 clusters Score -1.692272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -16922712.000000 Penalty: 5887.525879
	Iteration 56Q: 3 clusters Score -1.692271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -16922714.000000 Penalty: 5887.525879
	Iteration 57Q: 3 clusters Score -1.692271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -16922710.000000 Penalty: 5887.525879
	Iteration 58Q: 3 clusters Score -1.692271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140926 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16922706.000000 Penalty: 5887.525879
	Iteration 59Q: 3 clusters Score -1.692271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140929 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16922714.000000 Penalty: 5887.525879
	Iteration 60F: 3 clusters Score -1.692271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -16922708.000000 Penalty: 5887.525879
	Iteration 61Q: 3 clusters Score -1.692271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140935 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16922724.000000 Penalty: 5887.525879
	Iteration 62Q: 3 clusters Score -1.692272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -16922716.000000 Penalty: 5887.525879
	Iteration 63Q: 3 clusters Score -1.692272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16922716.000000 Penalty: 5887.525879
	Iteration 64Q: 3 clusters Score -1.692272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140951 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -16922718.000000 Penalty: 5887.525879
	Iteration 65Q: 3 clusters Score -1.692272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16922728.000000 Penalty: 5887.525879
	Iteration 66Q: 3 clusters Score -1.692273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16922728.000000 Penalty: 5887.525879
	Iteration 67F: 3 clusters Score -1.692273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -140562.968750 Penalty: 1772.204224
	Iteration 0F: 2 clusters Score -140563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138510.250000 Penalty: 3544.408447
	Iteration 0F: 3 clusters Score -138510.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -138898.156250 Penalty: 3544.408447
	Iteration 1F: 3 clusters Score -138898.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139016.796875 Penalty: 3544.408447
	Iteration 2F: 3 clusters Score -139016.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139069.234375 Penalty: 3544.408447
	Iteration 3Q: 3 clusters Score -139069.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139096.500000 Penalty: 3544.408447
	Iteration 4Q: 3 clusters Score -139096.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -139126.468750 Penalty: 3544.408447
	Iteration 5Q: 3 clusters Score -139126.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139148.484375 Penalty: 3544.408447
	Iteration 6Q: 3 clusters Score -139148.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139169.984375 Penalty: 3544.408447
	Iteration 7Q: 3 clusters Score -139170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -139186.734375 Penalty: 3544.408447
	Iteration 8Q: 3 clusters Score -139186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139197.296875 Penalty: 3544.408447
	Iteration 9Q: 3 clusters Score -139197.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -139214.015625 Penalty: 3544.408447
	Iteration 10Q: 3 clusters Score -139214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139228.750000 Penalty: 3544.408447
	Iteration 11Q: 3 clusters Score -139228.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -139243.765625 Penalty: 3544.408447
	Iteration 12Q: 3 clusters Score -139243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -139263.421875 Penalty: 3544.408447
	Iteration 13Q: 3 clusters Score -139263.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -139307.250000 Penalty: 3544.408447
	Iteration 14Q: 3 clusters Score -139307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139373.140625 Penalty: 3544.408447
	Iteration 15Q: 3 clusters Score -139373.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -139466.625000 Penalty: 3544.408447
	Iteration 16Q: 3 clusters Score -139466.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139651.921875 Penalty: 3544.408447
	Iteration 17Q: 3 clusters Score -139651.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -139799.296875 Penalty: 3544.408447
	Iteration 18Q: 3 clusters Score -139799.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -140008.703125 Penalty: 3544.408447
	Iteration 19Q: 3 clusters Score -140008.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -140214.531250 Penalty: 3544.408447
	Iteration 20F: 3 clusters Score -140214.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -140393.750000 Penalty: 3544.408447
	Iteration 21Q: 3 clusters Score -140393.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140559.250000 Penalty: 3544.408447
	Iteration 22Q: 3 clusters Score -140559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140639.546875 Penalty: 3544.408447
	Iteration 23Q: 3 clusters Score -140639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140649.640625 Penalty: 3544.408447
	Iteration 24Q: 3 clusters Score -140649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -140660.500000 Penalty: 3544.408447
	Iteration 25Q: 3 clusters Score -140660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140662.000000 Penalty: 3544.408447
	Iteration 26Q: 3 clusters Score -140662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140662.359375 Penalty: 3544.408447
	Iteration 27Q: 3 clusters Score -140662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140662.359375 Penalty: 3544.408447
	Iteration 28F: 3 clusters Score -140662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83194 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 5 contains 994 members 
Mstep: Class 6 contains 142916 members 
Mstep: Class 7 contains 275 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204792 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 37776 members 
Entering Unmasked Estep 
Score: -118053272.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118054760.000000 to -118053272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (41635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Entering Unmasked Estep 
Score: -4959392.500000 Penalty: 2637.900879
	Iteration 0F: 2 clusters Score -4959392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4931027.000000 Penalty: 5275.801758
	Iteration 0F: 3 clusters Score -4931027 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4941641.500000 Penalty: 5275.801758
	Iteration 1F: 3 clusters Score -4941642 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4942153.000000 Penalty: 5275.801758
	Iteration 2Q: 3 clusters Score -4942153 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4942652.000000 Penalty: 5275.801758
	Iteration 3Q: 3 clusters Score -4942652 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4943149.500000 Penalty: 5275.801758
	Iteration 4Q: 3 clusters Score -4943150 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4943686.000000 Penalty: 5275.801758
	Iteration 5Q: 3 clusters Score -4943686 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4944278.500000 Penalty: 5275.801758
	Iteration 6Q: 3 clusters Score -4944278 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4944884.000000 Penalty: 5275.801758
	Iteration 7Q: 3 clusters Score -4944884 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4945545.500000 Penalty: 5275.801758
	Iteration 8Q: 3 clusters Score -4945546 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4946304.500000 Penalty: 5275.801758
	Iteration 9Q: 3 clusters Score -4946304 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4947168.000000 Penalty: 5275.801758
	Iteration 10Q: 3 clusters Score -4947168 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4948155.000000 Penalty: 5275.801758
	Iteration 11Q: 3 clusters Score -4948155 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4949145.500000 Penalty: 5275.801758
	Iteration 12Q: 3 clusters Score -4949146 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4950050.500000 Penalty: 5275.801758
	Iteration 13Q: 3 clusters Score -4950050 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4950800.500000 Penalty: 5275.801758
	Iteration 14Q: 3 clusters Score -4950800 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4951223.000000 Penalty: 5275.801758
	Iteration 15Q: 3 clusters Score -4951223 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4951551.000000 Penalty: 5275.801758
	Iteration 16Q: 3 clusters Score -4951551 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4951742.500000 Penalty: 5275.801758
	Iteration 17Q: 3 clusters Score -4951742 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4951954.000000 Penalty: 5275.801758
	Iteration 18Q: 3 clusters Score -4951954 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4952156.000000 Penalty: 5275.801758
	Iteration 19Q: 3 clusters Score -4952156 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4952343.500000 Penalty: 5275.801758
	Iteration 20F: 3 clusters Score -4952344 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4952526.500000 Penalty: 5275.801758
	Iteration 21Q: 3 clusters Score -4952526 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4952748.500000 Penalty: 5275.801758
	Iteration 22Q: 3 clusters Score -4952748 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4953004.500000 Penalty: 5275.801758
	Iteration 23Q: 3 clusters Score -4953004 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4953257.000000 Penalty: 5275.801758
	Iteration 24Q: 3 clusters Score -4953257 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4953509.500000 Penalty: 5275.801758
	Iteration 25Q: 3 clusters Score -4953510 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4953832.000000 Penalty: 5275.801758
	Iteration 26Q: 3 clusters Score -4953832 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4954133.000000 Penalty: 5275.801758
	Iteration 27Q: 3 clusters Score -4954133 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4954480.500000 Penalty: 5275.801758
	Iteration 28Q: 3 clusters Score -4954480 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4954839.000000 Penalty: 5275.801758
	Iteration 29Q: 3 clusters Score -4954839 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4955159.500000 Penalty: 5275.801758
	Iteration 30Q: 3 clusters Score -4955160 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4955509.500000 Penalty: 5275.801758
	Iteration 31Q: 3 clusters Score -4955510 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4955863.500000 Penalty: 5275.801758
	Iteration 32Q: 3 clusters Score -4955864 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4956190.500000 Penalty: 5275.801758
	Iteration 33Q: 3 clusters Score -4956190 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4956458.500000 Penalty: 5275.801758
	Iteration 34Q: 3 clusters Score -4956458 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4956738.500000 Penalty: 5275.801758
	Iteration 35Q: 3 clusters Score -4956738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4956946.500000 Penalty: 5275.801758
	Iteration 36Q: 3 clusters Score -4956946 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4957151.500000 Penalty: 5275.801758
	Iteration 37Q: 3 clusters Score -4957152 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4957348.500000 Penalty: 5275.801758
	Iteration 38Q: 3 clusters Score -4957348 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4957514.500000 Penalty: 5275.801758
	Iteration 39Q: 3 clusters Score -4957514 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4957713.500000 Penalty: 5275.801758
	Iteration 40F: 3 clusters Score -4957714 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4957851.500000 Penalty: 5275.801758
	Iteration 41Q: 3 clusters Score -4957852 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4957990.500000 Penalty: 5275.801758
	Iteration 42Q: 3 clusters Score -4957990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4958120.500000 Penalty: 5275.801758
	Iteration 43Q: 3 clusters Score -4958120 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4958217.000000 Penalty: 5275.801758
	Iteration 44Q: 3 clusters Score -4958217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4958272.000000 Penalty: 5275.801758
	Iteration 45Q: 3 clusters Score -4958272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -4958325.500000 Penalty: 5275.801758
	Iteration 46Q: 3 clusters Score -4958326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4958364.500000 Penalty: 5275.801758
	Iteration 47Q: 3 clusters Score -4958364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4958395.500000 Penalty: 5275.801758
	Iteration 48Q: 3 clusters Score -4958396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4958403.000000 Penalty: 5275.801758
	Iteration 49Q: 3 clusters Score -4958403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -4958400.500000 Penalty: 5275.801758
	Iteration 50Q: 3 clusters Score -4958400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4958404.500000 Penalty: 5275.801758
	Iteration 51Q: 3 clusters Score -4958404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -4958414.000000 Penalty: 5275.801758
	Iteration 52Q: 3 clusters Score -4958414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4958430.500000 Penalty: 5275.801758
	Iteration 53Q: 3 clusters Score -4958430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4958436.000000 Penalty: 5275.801758
	Iteration 54Q: 3 clusters Score -4958436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4958435.000000 Penalty: 5275.801758
	Iteration 55Q: 3 clusters Score -4958435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -4958440.500000 Penalty: 5275.801758
	Iteration 56Q: 3 clusters Score -4958440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4958447.000000 Penalty: 5275.801758
	Iteration 57Q: 3 clusters Score -4958447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -4958441.500000 Penalty: 5275.801758
	Iteration 58Q: 3 clusters Score -4958442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -4958446.500000 Penalty: 5275.801758
	Iteration 59Q: 3 clusters Score -4958446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4958442.500000 Penalty: 5275.801758
	Iteration 60F: 3 clusters Score -4958442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4958441.500000 Penalty: 5275.801758
	Iteration 61Q: 3 clusters Score -4958442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4958436.500000 Penalty: 5275.801758
	Iteration 62Q: 3 clusters Score -4958436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4958439.500000 Penalty: 5275.801758
	Iteration 63Q: 3 clusters Score -4958440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4958450.000000 Penalty: 5275.801758
	Iteration 64Q: 3 clusters Score -4958450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -4958447.500000 Penalty: 5275.801758
	Iteration 65Q: 3 clusters Score -4958448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -4958447.500000 Penalty: 5275.801758
	Iteration 66F: 3 clusters Score -4958448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Entering Unmasked Estep 
Score: -2527491.500000 Penalty: 2477.061279
	Iteration 0F: 2 clusters Score -2527492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2512307.500000 Penalty: 4954.122559
	Iteration 0F: 3 clusters Score -2512308 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2517527.500000 Penalty: 4954.122559
	Iteration 1F: 3 clusters Score -2517528 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2518218.250000 Penalty: 4954.122559
	Iteration 2F: 3 clusters Score -2518218 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2519028.000000 Penalty: 4954.122559
	Iteration 3F: 3 clusters Score -2519028 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2520117.500000 Penalty: 4954.122559
	Iteration 4F: 3 clusters Score -2520118 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2521576.500000 Penalty: 4954.122559
	Iteration 5F: 3 clusters Score -2521576 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2522838.750000 Penalty: 4954.122559
	Iteration 6F: 3 clusters Score -2522839 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2523808.000000 Penalty: 4954.122559
	Iteration 7F: 3 clusters Score -2523808 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2524556.750000 Penalty: 4954.122559
	Iteration 8F: 3 clusters Score -2524557 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2525117.750000 Penalty: 4954.122559
	Iteration 9Q: 3 clusters Score -2525118 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2525519.250000 Penalty: 4954.122559
	Iteration 10Q: 3 clusters Score -2525519 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2525829.000000 Penalty: 4954.122559
	Iteration 11Q: 3 clusters Score -2525829 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2526060.250000 Penalty: 4954.122559
	Iteration 12Q: 3 clusters Score -2526060 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2526257.750000 Penalty: 4954.122559
	Iteration 13Q: 3 clusters Score -2526258 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2526524.500000 Penalty: 4954.122559
	Iteration 14Q: 3 clusters Score -2526524 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2526848.500000 Penalty: 4954.122559
	Iteration 15Q: 3 clusters Score -2526848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2527306.500000 Penalty: 4954.122559
	Iteration 16Q: 3 clusters Score -2527306 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2527717.250000 Penalty: 4954.122559
	Iteration 17Q: 3 clusters Score -2527717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2527942.250000 Penalty: 4954.122559
	Iteration 18Q: 3 clusters Score -2527942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2528029.750000 Penalty: 4954.122559
	Iteration 19Q: 3 clusters Score -2528030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2528056.000000 Penalty: 4954.122559
	Iteration 20F: 3 clusters Score -2528056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2528061.750000 Penalty: 4954.122559
	Iteration 21Q: 3 clusters Score -2528062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2528061.500000 Penalty: 4954.122559
	Iteration 22Q: 3 clusters Score -2528062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2528060.250000 Penalty: 4954.122559
	Iteration 23Q: 3 clusters Score -2528060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2528060.000000 Penalty: 4954.122559
	Iteration 24Q: 3 clusters Score -2528060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2528062.500000 Penalty: 4954.122559
	Iteration 25Q: 3 clusters Score -2528062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2528061.250000 Penalty: 4954.122559
	Iteration 26Q: 3 clusters Score -2528061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2528063.500000 Penalty: 4954.122559
	Iteration 27Q: 3 clusters Score -2528064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2528063.500000 Penalty: 4954.122559
	Iteration 28F: 3 clusters Score -2528064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83194 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 142916 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 19290 members 
Mstep: Class 12 contains 204792 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 37776 members 
Entering Unmasked Estep 
Score: -118054624.000000 Penalty: 58326.246094
Splitting cluster 11 changes total score from -118054760.000000 to -118054624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (204792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204792 members 
Entering Unmasked Estep 
Score: -24050322.000000 Penalty: 3032.978027
	Iteration 0F: 2 clusters Score -2.405032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -23918866.000000 Penalty: 6065.956055
	Iteration 0F: 3 clusters Score -2.391887e+07 nChanged 98686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -23977038.000000 Penalty: 6065.956055
	Iteration 1F: 3 clusters Score -2.397704e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -23978046.000000 Penalty: 6065.956055
	Iteration 2Q: 3 clusters Score -2.397805e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -23979170.000000 Penalty: 6065.956055
	Iteration 3Q: 3 clusters Score -2.397917e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -23980438.000000 Penalty: 6065.956055
	Iteration 4Q: 3 clusters Score -2.398044e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106279 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -23982554.000000 Penalty: 6065.956055
	Iteration 5Q: 3 clusters Score -2.398255e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -23985136.000000 Penalty: 6065.956055
	Iteration 6Q: 3 clusters Score -2.398514e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -23989330.000000 Penalty: 6065.956055
	Iteration 7Q: 3 clusters Score -2.398933e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -23995678.000000 Penalty: 6065.956055
	Iteration 8F: 3 clusters Score -2.399568e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -24004884.000000 Penalty: 6065.956055
	Iteration 9F: 3 clusters Score -2.400488e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -24014318.000000 Penalty: 6065.956055
	Iteration 10F: 3 clusters Score -2.401432e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130007 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -24021188.000000 Penalty: 6065.956055
	Iteration 11F: 3 clusters Score -2.402119e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -24024356.000000 Penalty: 6065.956055
	Iteration 12Q: 3 clusters Score -2.402436e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -24025982.000000 Penalty: 6065.956055
	Iteration 13Q: 3 clusters Score -2.402598e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139587 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -24027142.000000 Penalty: 6065.956055
	Iteration 14Q: 3 clusters Score -2.402714e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -24028296.000000 Penalty: 6065.956055
	Iteration 15Q: 3 clusters Score -2.40283e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -24029478.000000 Penalty: 6065.956055
	Iteration 16Q: 3 clusters Score -2.402948e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -24030700.000000 Penalty: 6065.956055
	Iteration 17Q: 3 clusters Score -2.40307e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153955 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -24032022.000000 Penalty: 6065.956055
	Iteration 18Q: 3 clusters Score -2.403202e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158008 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -24033468.000000 Penalty: 6065.956055
	Iteration 19Q: 3 clusters Score -2.403347e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162209 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -24035086.000000 Penalty: 6065.956055
	Iteration 20F: 3 clusters Score -2.403509e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -24036964.000000 Penalty: 6065.956055
	Iteration 21Q: 3 clusters Score -2.403696e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -24038576.000000 Penalty: 6065.956055
	Iteration 22Q: 3 clusters Score -2.403858e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -24040504.000000 Penalty: 6065.956055
	Iteration 23Q: 3 clusters Score -2.40405e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178399 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -24042264.000000 Penalty: 6065.956055
	Iteration 24Q: 3 clusters Score -2.404226e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181755 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -24043764.000000 Penalty: 6065.956055
	Iteration 25Q: 3 clusters Score -2.404376e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -24045238.000000 Penalty: 6065.956055
	Iteration 26Q: 3 clusters Score -2.404524e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -24046474.000000 Penalty: 6065.956055
	Iteration 27Q: 3 clusters Score -2.404647e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189269 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -24047208.000000 Penalty: 6065.956055
	Iteration 28Q: 3 clusters Score -2.404721e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -24047860.000000 Penalty: 6065.956055
	Iteration 29Q: 3 clusters Score -2.404786e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192281 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -24048230.000000 Penalty: 6065.956055
	Iteration 30Q: 3 clusters Score -2.404823e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -24048412.000000 Penalty: 6065.956055
	Iteration 31Q: 3 clusters Score -2.404841e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194222 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -24048396.000000 Penalty: 6065.956055
	Iteration 32Q: 3 clusters Score -2.40484e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195002 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -24048444.000000 Penalty: 6065.956055
	Iteration 33Q: 3 clusters Score -2.404844e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195637 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -24048586.000000 Penalty: 6065.956055
	Iteration 34Q: 3 clusters Score -2.404859e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196164 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -24048610.000000 Penalty: 6065.956055
	Iteration 35Q: 3 clusters Score -2.404861e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196646 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -24048620.000000 Penalty: 6065.956055
	Iteration 36Q: 3 clusters Score -2.404862e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197053 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -24048640.000000 Penalty: 6065.956055
	Iteration 37Q: 3 clusters Score -2.404864e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -24048730.000000 Penalty: 6065.956055
	Iteration 38Q: 3 clusters Score -2.404873e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197758 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -24048744.000000 Penalty: 6065.956055
	Iteration 39Q: 3 clusters Score -2.404874e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198029 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -24048728.000000 Penalty: 6065.956055
	Iteration 40F: 3 clusters Score -2.404873e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198263 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -24048696.000000 Penalty: 6065.956055
	Iteration 41Q: 3 clusters Score -2.40487e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198473 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -24048704.000000 Penalty: 6065.956055
	Iteration 42Q: 3 clusters Score -2.40487e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198660 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -24048748.000000 Penalty: 6065.956055
	Iteration 43Q: 3 clusters Score -2.404875e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198826 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -24048800.000000 Penalty: 6065.956055
	Iteration 44Q: 3 clusters Score -2.40488e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198961 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -24048828.000000 Penalty: 6065.956055
	Iteration 45Q: 3 clusters Score -2.404883e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199095 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -24048768.000000 Penalty: 6065.956055
	Iteration 46Q: 3 clusters Score -2.404877e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199217 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -24048786.000000 Penalty: 6065.956055
	Iteration 47Q: 3 clusters Score -2.404879e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199327 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -24048786.000000 Penalty: 6065.956055
	Iteration 48Q: 3 clusters Score -2.404879e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199416 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -24048790.000000 Penalty: 6065.956055
	Iteration 49Q: 3 clusters Score -2.404879e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -24048756.000000 Penalty: 6065.956055
	Iteration 50Q: 3 clusters Score -2.404876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199569 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -24048758.000000 Penalty: 6065.956055
	Iteration 51Q: 3 clusters Score -2.404876e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199638 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 52Q: 3 clusters Score -2.404876e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199701 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -24048764.000000 Penalty: 6065.956055
	Iteration 53Q: 3 clusters Score -2.404876e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -24048758.000000 Penalty: 6065.956055
	Iteration 54Q: 3 clusters Score -2.404876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199799 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -24048728.000000 Penalty: 6065.956055
	Iteration 55Q: 3 clusters Score -2.404873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199835 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -24048762.000000 Penalty: 6065.956055
	Iteration 56Q: 3 clusters Score -2.404876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199869 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -24048740.000000 Penalty: 6065.956055
	Iteration 57Q: 3 clusters Score -2.404874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199894 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -24048732.000000 Penalty: 6065.956055
	Iteration 58Q: 3 clusters Score -2.404873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199915 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -24048728.000000 Penalty: 6065.956055
	Iteration 59Q: 3 clusters Score -2.404873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199935 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -24048756.000000 Penalty: 6065.956055
	Iteration 60F: 3 clusters Score -2.404876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199956 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -24048746.000000 Penalty: 6065.956055
	Iteration 61Q: 3 clusters Score -2.404875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199973 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6065.956055
	Iteration 62Q: 3 clusters Score -2.404875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199991 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -24048746.000000 Penalty: 6065.956055
	Iteration 63Q: 3 clusters Score -2.404875e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200008 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -24048718.000000 Penalty: 6065.956055
	Iteration 64Q: 3 clusters Score -2.404872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200022 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -24048712.000000 Penalty: 6065.956055
	Iteration 65Q: 3 clusters Score -2.404871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200033 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -24048700.000000 Penalty: 6065.956055
	Iteration 66Q: 3 clusters Score -2.40487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200045 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -24048664.000000 Penalty: 6065.956055
	Iteration 67Q: 3 clusters Score -2.404866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -24048678.000000 Penalty: 6065.956055
	Iteration 68Q: 3 clusters Score -2.404868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200078 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -24048684.000000 Penalty: 6065.956055
	Iteration 69Q: 3 clusters Score -2.404868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -24048674.000000 Penalty: 6065.956055
	Iteration 70Q: 3 clusters Score -2.404867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -24048690.000000 Penalty: 6065.956055
	Iteration 71Q: 3 clusters Score -2.404869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200157 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -24048688.000000 Penalty: 6065.956055
	Iteration 72Q: 3 clusters Score -2.404869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200183 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -24048694.000000 Penalty: 6065.956055
	Iteration 73Q: 3 clusters Score -2.404869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200202 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -24048702.000000 Penalty: 6065.956055
	Iteration 74Q: 3 clusters Score -2.40487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200217 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -24048686.000000 Penalty: 6065.956055
	Iteration 75Q: 3 clusters Score -2.404869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200238 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -24048664.000000 Penalty: 6065.956055
	Iteration 76Q: 3 clusters Score -2.404866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200253 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -24048696.000000 Penalty: 6065.956055
	Iteration 77Q: 3 clusters Score -2.40487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200277 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -24048706.000000 Penalty: 6065.956055
	Iteration 78Q: 3 clusters Score -2.404871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200303 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -24048738.000000 Penalty: 6065.956055
	Iteration 79Q: 3 clusters Score -2.404874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200337 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -24048732.000000 Penalty: 6065.956055
	Iteration 80F: 3 clusters Score -2.404873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200372 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -24048746.000000 Penalty: 6065.956055
	Iteration 81Q: 3 clusters Score -2.404875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200398 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -24048710.000000 Penalty: 6065.956055
	Iteration 82Q: 3 clusters Score -2.404871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200420 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -24048706.000000 Penalty: 6065.956055
	Iteration 83Q: 3 clusters Score -2.404871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200445 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -24048724.000000 Penalty: 6065.956055
	Iteration 84Q: 3 clusters Score -2.404872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200467 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -24048722.000000 Penalty: 6065.956055
	Iteration 85Q: 3 clusters Score -2.404872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -24048718.000000 Penalty: 6065.956055
	Iteration 86Q: 3 clusters Score -2.404872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200498 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -24048724.000000 Penalty: 6065.956055
	Iteration 87Q: 3 clusters Score -2.404872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200508 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -24048716.000000 Penalty: 6065.956055
	Iteration 88Q: 3 clusters Score -2.404872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200517 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -24048736.000000 Penalty: 6065.956055
	Iteration 89Q: 3 clusters Score -2.404874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -24048750.000000 Penalty: 6065.956055
	Iteration 90Q: 3 clusters Score -2.404875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200526 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -24048758.000000 Penalty: 6065.956055
	Iteration 91Q: 3 clusters Score -2.404876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200532 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -24048754.000000 Penalty: 6065.956055
	Iteration 92Q: 3 clusters Score -2.404875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200538 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -24048750.000000 Penalty: 6065.956055
	Iteration 93Q: 3 clusters Score -2.404875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200547 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -24048754.000000 Penalty: 6065.956055
	Iteration 94Q: 3 clusters Score -2.404875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200551 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -24048754.000000 Penalty: 6065.956055
	Iteration 95Q: 3 clusters Score -2.404875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200556 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -24048762.000000 Penalty: 6065.956055
	Iteration 96Q: 3 clusters Score -2.404876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200566 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 97Q: 3 clusters Score -2.404876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 98Q: 3 clusters Score -2.404876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200585 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -24048766.000000 Penalty: 6065.956055
	Iteration 99Q: 3 clusters Score -2.404877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200591 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6065.956055
	Iteration 100F: 3 clusters Score -2.404875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200597 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -24048758.000000 Penalty: 6065.956055
	Iteration 101Q: 3 clusters Score -2.404876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200599 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6065.956055
	Iteration 102Q: 3 clusters Score -2.404875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200602 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 103Q: 3 clusters Score -2.404876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200605 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -24048770.000000 Penalty: 6065.956055
	Iteration 104Q: 3 clusters Score -2.404877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -24048742.000000 Penalty: 6065.956055
	Iteration 105Q: 3 clusters Score -2.404874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 106Q: 3 clusters Score -2.404876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200606 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6065.956055
	Iteration 107F: 3 clusters Score -2.404876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Entering Unmasked Estep 
Score: -18860814.000000 Penalty: 2971.047607
	Iteration 0F: 2 clusters Score -1.886081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -18755196.000000 Penalty: 5942.095215
	Iteration 0F: 3 clusters Score -1.87552e+07 nChanged 76254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -18799722.000000 Penalty: 5942.095215
	Iteration 1F: 3 clusters Score -1.879972e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -18800876.000000 Penalty: 5942.095215
	Iteration 2Q: 3 clusters Score -1.880088e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -18802298.000000 Penalty: 5942.095215
	Iteration 3Q: 3 clusters Score -1.88023e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -18804302.000000 Penalty: 5942.095215
	Iteration 4Q: 3 clusters Score -1.88043e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -18807654.000000 Penalty: 5942.095215
	Iteration 5Q: 3 clusters Score -1.880765e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -18813570.000000 Penalty: 5942.095215
	Iteration 6F: 3 clusters Score -1.881357e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -18822894.000000 Penalty: 5942.095215
	Iteration 7F: 3 clusters Score -1.882289e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -18833788.000000 Penalty: 5942.095215
	Iteration 8F: 3 clusters Score -1.883379e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -18842158.000000 Penalty: 5942.095215
	Iteration 9F: 3 clusters Score -1.884216e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -18846486.000000 Penalty: 5942.095215
	Iteration 10Q: 3 clusters Score -1.884649e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -18848368.000000 Penalty: 5942.095215
	Iteration 11Q: 3 clusters Score -1.884837e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -18849630.000000 Penalty: 5942.095215
	Iteration 12Q: 3 clusters Score -1.884963e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -18850666.000000 Penalty: 5942.095215
	Iteration 13Q: 3 clusters Score -1.885067e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -18851580.000000 Penalty: 5942.095215
	Iteration 14Q: 3 clusters Score -1.885158e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -18852270.000000 Penalty: 5942.095215
	Iteration 15Q: 3 clusters Score -1.885227e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 134909 members 
Entering Unmasked Estep 
Score: -18853022.000000 Penalty: 5942.095215
	Iteration 16Q: 3 clusters Score -1.885302e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -18853556.000000 Penalty: 5942.095215
	Iteration 17Q: 3 clusters Score -1.885356e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 138407 members 
Entering Unmasked Estep 
Score: -18854100.000000 Penalty: 5942.095215
	Iteration 18Q: 3 clusters Score -1.88541e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -18854560.000000 Penalty: 5942.095215
	Iteration 19Q: 3 clusters Score -1.885456e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -18855036.000000 Penalty: 5942.095215
	Iteration 20F: 3 clusters Score -1.885504e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -18855466.000000 Penalty: 5942.095215
	Iteration 21Q: 3 clusters Score -1.885547e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -18855712.000000 Penalty: 5942.095215
	Iteration 22Q: 3 clusters Score -1.885571e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -18856174.000000 Penalty: 5942.095215
	Iteration 23Q: 3 clusters Score -1.885617e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -18856532.000000 Penalty: 5942.095215
	Iteration 24Q: 3 clusters Score -1.885653e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -18856920.000000 Penalty: 5942.095215
	Iteration 25Q: 3 clusters Score -1.885692e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -18857196.000000 Penalty: 5942.095215
	Iteration 26Q: 3 clusters Score -1.88572e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -18857500.000000 Penalty: 5942.095215
	Iteration 27Q: 3 clusters Score -1.88575e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -18857656.000000 Penalty: 5942.095215
	Iteration 28Q: 3 clusters Score -1.885766e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -18857836.000000 Penalty: 5942.095215
	Iteration 29Q: 3 clusters Score -1.885784e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 152280 members 
Entering Unmasked Estep 
Score: -18858134.000000 Penalty: 5942.095215
	Iteration 30Q: 3 clusters Score -1.885813e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -18858314.000000 Penalty: 5942.095215
	Iteration 31Q: 3 clusters Score -1.885831e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -18858426.000000 Penalty: 5942.095215
	Iteration 32Q: 3 clusters Score -1.885843e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -18858634.000000 Penalty: 5942.095215
	Iteration 33Q: 3 clusters Score -1.885863e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 154520 members 
Entering Unmasked Estep 
Score: -18858732.000000 Penalty: 5942.095215
	Iteration 34Q: 3 clusters Score -1.885873e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -18858872.000000 Penalty: 5942.095215
	Iteration 35Q: 3 clusters Score -1.885887e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -18858838.000000 Penalty: 5942.095215
	Iteration 36Q: 3 clusters Score -1.885884e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -18858802.000000 Penalty: 5942.095215
	Iteration 37Q: 3 clusters Score -1.88588e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -18858854.000000 Penalty: 5942.095215
	Iteration 38Q: 3 clusters Score -1.885885e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -18858948.000000 Penalty: 5942.095215
	Iteration 39Q: 3 clusters Score -1.885895e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -18859002.000000 Penalty: 5942.095215
	Iteration 40F: 3 clusters Score -1.8859e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 156130 members 
Entering Unmasked Estep 
Score: -18858994.000000 Penalty: 5942.095215
	Iteration 41Q: 3 clusters Score -1.885899e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 156263 members 
Entering Unmasked Estep 
Score: -18859060.000000 Penalty: 5942.095215
	Iteration 42Q: 3 clusters Score -1.885906e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 156375 members 
Entering Unmasked Estep 
Score: -18859074.000000 Penalty: 5942.095215
	Iteration 43Q: 3 clusters Score -1.885907e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -18859088.000000 Penalty: 5942.095215
	Iteration 44Q: 3 clusters Score -1.885909e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -18859068.000000 Penalty: 5942.095215
	Iteration 45Q: 3 clusters Score -1.885907e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -18859044.000000 Penalty: 5942.095215
	Iteration 46Q: 3 clusters Score -1.885904e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -18859022.000000 Penalty: 5942.095215
	Iteration 47Q: 3 clusters Score -1.885902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -18859048.000000 Penalty: 5942.095215
	Iteration 48Q: 3 clusters Score -1.885905e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -18859054.000000 Penalty: 5942.095215
	Iteration 49Q: 3 clusters Score -1.885905e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -18859040.000000 Penalty: 5942.095215
	Iteration 50Q: 3 clusters Score -1.885904e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -18859028.000000 Penalty: 5942.095215
	Iteration 51Q: 3 clusters Score -1.885903e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -18859038.000000 Penalty: 5942.095215
	Iteration 52Q: 3 clusters Score -1.885904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -18859070.000000 Penalty: 5942.095215
	Iteration 53Q: 3 clusters Score -1.885907e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -18859064.000000 Penalty: 5942.095215
	Iteration 54Q: 3 clusters Score -1.885906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -18859072.000000 Penalty: 5942.095215
	Iteration 55Q: 3 clusters Score -1.885907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -18859080.000000 Penalty: 5942.095215
	Iteration 56Q: 3 clusters Score -1.885908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -18859084.000000 Penalty: 5942.095215
	Iteration 57Q: 3 clusters Score -1.885908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -18859080.000000 Penalty: 5942.095215
	Iteration 58Q: 3 clusters Score -1.885908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 157291 members 
Entering Unmasked Estep 
Score: -18859098.000000 Penalty: 5942.095215
	Iteration 59Q: 3 clusters Score -1.88591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -18859118.000000 Penalty: 5942.095215
	Iteration 60F: 3 clusters Score -1.885912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -18859102.000000 Penalty: 5942.095215
	Iteration 61Q: 3 clusters Score -1.88591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -18859130.000000 Penalty: 5942.095215
	Iteration 62Q: 3 clusters Score -1.885913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -18859138.000000 Penalty: 5942.095215
	Iteration 63Q: 3 clusters Score -1.885914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 157407 members 
Entering Unmasked Estep 
Score: -18859132.000000 Penalty: 5942.095215
	Iteration 64Q: 3 clusters Score -1.885913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -18859156.000000 Penalty: 5942.095215
	Iteration 65Q: 3 clusters Score -1.885916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -18859148.000000 Penalty: 5942.095215
	Iteration 66Q: 3 clusters Score -1.885915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 157439 members 
Entering Unmasked Estep 
Score: -18859148.000000 Penalty: 5942.095215
	Iteration 67Q: 3 clusters Score -1.885915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 157445 members 
Entering Unmasked Estep 
Score: -18859162.000000 Penalty: 5942.095215
	Iteration 68Q: 3 clusters Score -1.885916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -18859148.000000 Penalty: 5942.095215
	Iteration 69Q: 3 clusters Score -1.885915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -18859136.000000 Penalty: 5942.095215
	Iteration 70Q: 3 clusters Score -1.885914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -18859122.000000 Penalty: 5942.095215
	Iteration 71Q: 3 clusters Score -1.885912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 157461 members 
Entering Unmasked Estep 
Score: -18859138.000000 Penalty: 5942.095215
	Iteration 72Q: 3 clusters Score -1.885914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -18859132.000000 Penalty: 5942.095215
	Iteration 73Q: 3 clusters Score -1.885913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -18859132.000000 Penalty: 5942.095215
	Iteration 74Q: 3 clusters Score -1.885913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 157481 members 
Entering Unmasked Estep 
Score: -18859140.000000 Penalty: 5942.095215
	Iteration 75Q: 3 clusters Score -1.885914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 157489 members 
Entering Unmasked Estep 
Score: -18859150.000000 Penalty: 5942.095215
	Iteration 76Q: 3 clusters Score -1.885915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -18859144.000000 Penalty: 5942.095215
	Iteration 77Q: 3 clusters Score -1.885914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 157497 members 
Entering Unmasked Estep 
Score: -18859142.000000 Penalty: 5942.095215
	Iteration 78Q: 3 clusters Score -1.885914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -18859144.000000 Penalty: 5942.095215
	Iteration 79Q: 3 clusters Score -1.885914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -18859158.000000 Penalty: 5942.095215
	Iteration 80F: 3 clusters Score -1.885916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -18859148.000000 Penalty: 5942.095215
	Iteration 81Q: 3 clusters Score -1.885915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -18859142.000000 Penalty: 5942.095215
	Iteration 82Q: 3 clusters Score -1.885914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -18859150.000000 Penalty: 5942.095215
	Iteration 83Q: 3 clusters Score -1.885915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -18859150.000000 Penalty: 5942.095215
	Iteration 84Q: 3 clusters Score -1.885915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 157516 members 
Entering Unmasked Estep 
Score: -18859132.000000 Penalty: 5942.095215
	Iteration 85Q: 3 clusters Score -1.885913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -18859134.000000 Penalty: 5942.095215
	Iteration 86Q: 3 clusters Score -1.885913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -18859140.000000 Penalty: 5942.095215
	Iteration 87Q: 3 clusters Score -1.885914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -18859140.000000 Penalty: 5942.095215
	Iteration 88Q: 3 clusters Score -1.885914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -18859144.000000 Penalty: 5942.095215
	Iteration 89Q: 3 clusters Score -1.885914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -18859144.000000 Penalty: 5942.095215
	Iteration 90F: 3 clusters Score -1.885914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (187012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187012 members 
Entering Unmasked Estep 
Score: -22202522.000000 Penalty: 3010.454346
	Iteration 0F: 2 clusters Score -2.220252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -22089410.000000 Penalty: 6020.908691
	Iteration 0F: 3 clusters Score -2.208941e+07 nChanged 90059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -22142028.000000 Penalty: 6020.908691
	Iteration 1F: 3 clusters Score -2.214203e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -22143422.000000 Penalty: 6020.908691
	Iteration 2Q: 3 clusters Score -2.214342e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -22145730.000000 Penalty: 6020.908691
	Iteration 3Q: 3 clusters Score -2.214573e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -22149774.000000 Penalty: 6020.908691
	Iteration 4Q: 3 clusters Score -2.214977e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 122493 members 
Entering Unmasked Estep 
Score: -22157556.000000 Penalty: 6020.908691
	Iteration 5F: 3 clusters Score -2.215756e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -22169218.000000 Penalty: 6020.908691
	Iteration 6F: 3 clusters Score -2.216922e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 149456 members 
Entering Unmasked Estep 
Score: -22182544.000000 Penalty: 6020.908691
	Iteration 7F: 3 clusters Score -2.218254e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 160946 members 
Entering Unmasked Estep 
Score: -22194110.000000 Penalty: 6020.908691
	Iteration 8F: 3 clusters Score -2.219411e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 168357 members 
Entering Unmasked Estep 
Score: -22200604.000000 Penalty: 6020.908691
	Iteration 9Q: 3 clusters Score -2.22006e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 172024 members 
Entering Unmasked Estep 
Score: -22203180.000000 Penalty: 6020.908691
	Iteration 10Q: 3 clusters Score -2.220318e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -22203750.000000 Penalty: 6020.908691
	Iteration 11Q: 3 clusters Score -2.220375e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -22203822.000000 Penalty: 6020.908691
	Iteration 12Q: 3 clusters Score -2.220382e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -22203596.000000 Penalty: 6020.908691
	Iteration 13Q: 3 clusters Score -2.22036e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -22203484.000000 Penalty: 6020.908691
	Iteration 14Q: 3 clusters Score -2.220348e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -22203324.000000 Penalty: 6020.908691
	Iteration 15Q: 3 clusters Score -2.220332e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 180395 members 
Entering Unmasked Estep 
Score: -22203188.000000 Penalty: 6020.908691
	Iteration 16Q: 3 clusters Score -2.220319e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -22203128.000000 Penalty: 6020.908691
	Iteration 17Q: 3 clusters Score -2.220313e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 181700 members 
Entering Unmasked Estep 
Score: -22203120.000000 Penalty: 6020.908691
	Iteration 18Q: 3 clusters Score -2.220312e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 182135 members 
Entering Unmasked Estep 
Score: -22203000.000000 Penalty: 6020.908691
	Iteration 19Q: 3 clusters Score -2.2203e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 182495 members 
Entering Unmasked Estep 
Score: -22202876.000000 Penalty: 6020.908691
	Iteration 20F: 3 clusters Score -2.220288e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 182790 members 
Entering Unmasked Estep 
Score: -22202808.000000 Penalty: 6020.908691
	Iteration 21Q: 3 clusters Score -2.220281e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 183043 members 
Entering Unmasked Estep 
Score: -22202714.000000 Penalty: 6020.908691
	Iteration 22Q: 3 clusters Score -2.220271e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 183245 members 
Entering Unmasked Estep 
Score: -22202592.000000 Penalty: 6020.908691
	Iteration 23Q: 3 clusters Score -2.220259e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -22202538.000000 Penalty: 6020.908691
	Iteration 24Q: 3 clusters Score -2.220254e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 183574 members 
Entering Unmasked Estep 
Score: -22202518.000000 Penalty: 6020.908691
	Iteration 25Q: 3 clusters Score -2.220252e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 183699 members 
Entering Unmasked Estep 
Score: -22202518.000000 Penalty: 6020.908691
	Iteration 26Q: 3 clusters Score -2.220252e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -22202556.000000 Penalty: 6020.908691
	Iteration 27Q: 3 clusters Score -2.220256e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -22202542.000000 Penalty: 6020.908691
	Iteration 28Q: 3 clusters Score -2.220254e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 183999 members 
Entering Unmasked Estep 
Score: -22202502.000000 Penalty: 6020.908691
	Iteration 29Q: 3 clusters Score -2.22025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 184072 members 
Entering Unmasked Estep 
Score: -22202500.000000 Penalty: 6020.908691
	Iteration 30Q: 3 clusters Score -2.22025e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -22202488.000000 Penalty: 6020.908691
	Iteration 31Q: 3 clusters Score -2.220249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 184199 members 
Entering Unmasked Estep 
Score: -22202494.000000 Penalty: 6020.908691
	Iteration 32Q: 3 clusters Score -2.220249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 184237 members 
Entering Unmasked Estep 
Score: -22202514.000000 Penalty: 6020.908691
	Iteration 33Q: 3 clusters Score -2.220251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 184266 members 
Entering Unmasked Estep 
Score: -22202508.000000 Penalty: 6020.908691
	Iteration 34Q: 3 clusters Score -2.220251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 184291 members 
Entering Unmasked Estep 
Score: -22202506.000000 Penalty: 6020.908691
	Iteration 35Q: 3 clusters Score -2.220251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 184314 members 
Entering Unmasked Estep 
Score: -22202496.000000 Penalty: 6020.908691
	Iteration 36Q: 3 clusters Score -2.22025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 184339 members 
Entering Unmasked Estep 
Score: -22202480.000000 Penalty: 6020.908691
	Iteration 37Q: 3 clusters Score -2.220248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 184350 members 
Entering Unmasked Estep 
Score: -22202468.000000 Penalty: 6020.908691
	Iteration 38Q: 3 clusters Score -2.220247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 184360 members 
Entering Unmasked Estep 
Score: -22202468.000000 Penalty: 6020.908691
	Iteration 39Q: 3 clusters Score -2.220247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 184369 members 
Entering Unmasked Estep 
Score: -22202486.000000 Penalty: 6020.908691
	Iteration 40F: 3 clusters Score -2.220249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 184374 members 
Entering Unmasked Estep 
Score: -22202480.000000 Penalty: 6020.908691
	Iteration 41Q: 3 clusters Score -2.220248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 184377 members 
Entering Unmasked Estep 
Score: -22202488.000000 Penalty: 6020.908691
	Iteration 42Q: 3 clusters Score -2.220249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 184384 members 
Entering Unmasked Estep 
Score: -22202492.000000 Penalty: 6020.908691
	Iteration 43Q: 3 clusters Score -2.220249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 184390 members 
Entering Unmasked Estep 
Score: -22202480.000000 Penalty: 6020.908691
	Iteration 44Q: 3 clusters Score -2.220248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 184400 members 
Entering Unmasked Estep 
Score: -22202484.000000 Penalty: 6020.908691
	Iteration 45Q: 3 clusters Score -2.220248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 184407 members 
Entering Unmasked Estep 
Score: -22202460.000000 Penalty: 6020.908691
	Iteration 46Q: 3 clusters Score -2.220246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 184412 members 
Entering Unmasked Estep 
Score: -22202488.000000 Penalty: 6020.908691
	Iteration 47Q: 3 clusters Score -2.220249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -22202464.000000 Penalty: 6020.908691
	Iteration 48Q: 3 clusters Score -2.220246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -22202468.000000 Penalty: 6020.908691
	Iteration 49Q: 3 clusters Score -2.220247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -22202472.000000 Penalty: 6020.908691
	Iteration 50Q: 3 clusters Score -2.220247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -22202472.000000 Penalty: 6020.908691
	Iteration 51F: 3 clusters Score -2.220247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -317734.250000 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -317734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -314647.937500 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -314647.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -315256.468750 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -315256.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -315406.125000 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -315406.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -315487.843750 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -315487.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315543.312500 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -315543.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -315584.375000 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -315584.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -315617.812500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -315617.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315637.031250 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -315637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -315650.031250 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -315650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -315657.906250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -315657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -315665.000000 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -315665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315674.031250 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -315674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -315685.593750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -315685.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -315695.437500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -315695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -315705.406250 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -315705.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -315715.906250 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -315715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -315726.906250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -315726.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -315735.343750 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -315735.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315741.968750 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -315742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -315752.093750 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -315752.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -315758.781250 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -315758.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -315766.062500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -315766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -315773.468750 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -315773.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -315785.093750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -315785.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -315794.656250 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -315794.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -315809.406250 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -315809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -315820.312500 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -315820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -315829.312500 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -315829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -315832.250000 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -315832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -315835.281250 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -315835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -315838.187500 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -315838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -315842.343750 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -315842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -315846.687500 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -315846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -315847.656250 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -315847.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -315850.125000 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -315850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -315852.687500 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -315852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -315855.937500 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -315855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -315857.812500 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -315857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -315860.187500 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -315860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -315860.593750 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -315860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -315861.031250 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -315861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -315860.656250 Penalty: 3927.820312
	Iteration 41Q: 3 clusters Score -315860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -315860.656250 Penalty: 3927.820312
	Iteration 42F: 3 clusters Score -315860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -706546.812500 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -706546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -701278.125000 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -701278.1 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -702589.062500 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -702589.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -702847.500000 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -702847.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -703018.437500 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -703018.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -703143.750000 Penalty: 4325.186523
	Iteration 4Q: 3 clusters Score -703143.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -703243.125000 Penalty: 4325.186523
	Iteration 5Q: 3 clusters Score -703243.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -703322.937500 Penalty: 4325.186523
	Iteration 6Q: 3 clusters Score -703322.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -703395.937500 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -703395.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -703493.687500 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -703493.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -703616.312500 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -703616.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -703750.250000 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -703750.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -703893.562500 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -703893.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -704040.375000 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -704040.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -704159.500000 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -704159.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -704269.000000 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -704269 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -704368.875000 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -704368.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -704459.062500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -704459.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -704547.187500 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -704547.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -704618.687500 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -704618.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -704680.875000 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -704680.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -704736.562500 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -704736.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -704768.937500 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -704768.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -704808.750000 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -704808.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -704835.937500 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -704835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -704857.187500 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -704857.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -704880.125000 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -704880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -704897.125000 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -704897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -704909.187500 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -704909.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -704920.562500 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -704920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -704927.125000 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -704927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -704934.125000 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -704934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -704944.562500 Penalty: 4325.186523
	Iteration 31Q: 3 clusters Score -704944.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -704952.000000 Penalty: 4325.186523
	Iteration 32Q: 3 clusters Score -704952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -704958.062500 Penalty: 4325.186523
	Iteration 33Q: 3 clusters Score -704958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -704963.562500 Penalty: 4325.186523
	Iteration 34Q: 3 clusters Score -704963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -704966.687500 Penalty: 4325.186523
	Iteration 35Q: 3 clusters Score -704966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -704967.125000 Penalty: 4325.186523
	Iteration 36Q: 3 clusters Score -704967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -704966.812500 Penalty: 4325.186523
	Iteration 37Q: 3 clusters Score -704966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -704966.812500 Penalty: 4325.186523
	Iteration 38F: 3 clusters Score -704966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Entering Unmasked Estep 
Score: -2180940.500000 Penalty: 2434.508789
	Iteration 0F: 2 clusters Score -2180940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2167905.000000 Penalty: 4869.017578
	Iteration 0F: 3 clusters Score -2167905 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2172253.500000 Penalty: 4869.017578
	Iteration 1F: 3 clusters Score -2172254 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2172745.750000 Penalty: 4869.017578
	Iteration 2F: 3 clusters Score -2172746 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2173266.000000 Penalty: 4869.017578
	Iteration 3F: 3 clusters Score -2173266 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2173800.250000 Penalty: 4869.017578
	Iteration 4F: 3 clusters Score -2173800 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2174436.750000 Penalty: 4869.017578
	Iteration 5F: 3 clusters Score -2174437 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2175184.500000 Penalty: 4869.017578
	Iteration 6F: 3 clusters Score -2175184 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2176126.500000 Penalty: 4869.017578
	Iteration 7F: 3 clusters Score -2176126 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2177212.750000 Penalty: 4869.017578
	Iteration 8F: 3 clusters Score -2177213 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2178142.750000 Penalty: 4869.017578
	Iteration 9F: 3 clusters Score -2178143 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2178726.500000 Penalty: 4869.017578
	Iteration 10Q: 3 clusters Score -2178726 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2179007.250000 Penalty: 4869.017578
	Iteration 11Q: 3 clusters Score -2179007 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2179127.000000 Penalty: 4869.017578
	Iteration 12Q: 3 clusters Score -2179127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2179225.250000 Penalty: 4869.017578
	Iteration 13Q: 3 clusters Score -2179225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2179306.750000 Penalty: 4869.017578
	Iteration 14Q: 3 clusters Score -2179307 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2179363.500000 Penalty: 4869.017578
	Iteration 15Q: 3 clusters Score -2179364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2179403.250000 Penalty: 4869.017578
	Iteration 16Q: 3 clusters Score -2179403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2179444.500000 Penalty: 4869.017578
	Iteration 17Q: 3 clusters Score -2179444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2179478.500000 Penalty: 4869.017578
	Iteration 18Q: 3 clusters Score -2179478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2179500.750000 Penalty: 4869.017578
	Iteration 19Q: 3 clusters Score -2179501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2179514.000000 Penalty: 4869.017578
	Iteration 20F: 3 clusters Score -2179514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2179533.500000 Penalty: 4869.017578
	Iteration 21Q: 3 clusters Score -2179534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2179547.500000 Penalty: 4869.017578
	Iteration 22Q: 3 clusters Score -2179548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2179545.750000 Penalty: 4869.017578
	Iteration 23Q: 3 clusters Score -2179546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2179559.250000 Penalty: 4869.017578
	Iteration 24Q: 3 clusters Score -2179559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2179569.000000 Penalty: 4869.017578
	Iteration 25Q: 3 clusters Score -2179569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2179576.250000 Penalty: 4869.017578
	Iteration 26Q: 3 clusters Score -2179576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2179580.500000 Penalty: 4869.017578
	Iteration 27Q: 3 clusters Score -2179580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2179582.000000 Penalty: 4869.017578
	Iteration 28Q: 3 clusters Score -2179582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2179589.500000 Penalty: 4869.017578
	Iteration 29Q: 3 clusters Score -2179590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2179594.250000 Penalty: 4869.017578
	Iteration 30Q: 3 clusters Score -2179594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2179597.750000 Penalty: 4869.017578
	Iteration 31Q: 3 clusters Score -2179598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2179603.000000 Penalty: 4869.017578
	Iteration 32Q: 3 clusters Score -2179603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2179610.250000 Penalty: 4869.017578
	Iteration 33Q: 3 clusters Score -2179610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2179607.750000 Penalty: 4869.017578
	Iteration 34Q: 3 clusters Score -2179608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2179607.500000 Penalty: 4869.017578
	Iteration 35Q: 3 clusters Score -2179608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2179624.250000 Penalty: 4869.017578
	Iteration 36Q: 3 clusters Score -2179624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4869.017578
	Iteration 37Q: 3 clusters Score -2179632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2179643.500000 Penalty: 4869.017578
	Iteration 38Q: 3 clusters Score -2179644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2179649.750000 Penalty: 4869.017578
	Iteration 39Q: 3 clusters Score -2179650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2179655.250000 Penalty: 4869.017578
	Iteration 40F: 3 clusters Score -2179655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2179660.000000 Penalty: 4869.017578
	Iteration 41Q: 3 clusters Score -2179660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2179660.250000 Penalty: 4869.017578
	Iteration 42Q: 3 clusters Score -2179660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2179665.000000 Penalty: 4869.017578
	Iteration 43Q: 3 clusters Score -2179665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2179661.500000 Penalty: 4869.017578
	Iteration 44Q: 3 clusters Score -2179662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2179666.250000 Penalty: 4869.017578
	Iteration 45Q: 3 clusters Score -2179666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2179662.750000 Penalty: 4869.017578
	Iteration 46Q: 3 clusters Score -2179663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2179666.750000 Penalty: 4869.017578
	Iteration 47Q: 3 clusters Score -2179667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2179670.750000 Penalty: 4869.017578
	Iteration 48Q: 3 clusters Score -2179671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2179672.750000 Penalty: 4869.017578
	Iteration 49Q: 3 clusters Score -2179673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2179667.000000 Penalty: 4869.017578
	Iteration 50Q: 3 clusters Score -2179667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2179673.250000 Penalty: 4869.017578
	Iteration 51Q: 3 clusters Score -2179673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2179669.750000 Penalty: 4869.017578
	Iteration 52Q: 3 clusters Score -2179670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2179672.250000 Penalty: 4869.017578
	Iteration 53Q: 3 clusters Score -2179672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2179673.750000 Penalty: 4869.017578
	Iteration 54Q: 3 clusters Score -2179674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2179674.000000 Penalty: 4869.017578
	Iteration 55Q: 3 clusters Score -2179674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2179675.500000 Penalty: 4869.017578
	Iteration 56Q: 3 clusters Score -2179676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2179678.000000 Penalty: 4869.017578
	Iteration 57Q: 3 clusters Score -2179678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2179678.250000 Penalty: 4869.017578
	Iteration 58Q: 3 clusters Score -2179678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2179676.000000 Penalty: 4869.017578
	Iteration 59Q: 3 clusters Score -2179676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2179678.250000 Penalty: 4869.017578
	Iteration 60F: 3 clusters Score -2179678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2179678.250000 Penalty: 4869.017578
	Iteration 61Q: 3 clusters Score -2179678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2179672.500000 Penalty: 4869.017578
	Iteration 62Q: 3 clusters Score -2179672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2179675.250000 Penalty: 4869.017578
	Iteration 63Q: 3 clusters Score -2179675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2179680.000000 Penalty: 4869.017578
	Iteration 64Q: 3 clusters Score -2179680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2179676.000000 Penalty: 4869.017578
	Iteration 65Q: 3 clusters Score -2179676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2179676.000000 Penalty: 4869.017578
	Iteration 66F: 3 clusters Score -2179676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -103063.632812 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -103063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101256.281250 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -101256.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101946.046875 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -101946 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102493.132812 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -102493.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102912.945312 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -102912.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -103079.445312 Penalty: 3438.494141
	Iteration 4F: 3 clusters Score -103079.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -103174.867188 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -103174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -103224.554688 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -103224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -103300.820312 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -103300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -103374.734375 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -103374.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -103431.914062 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -103431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -103462.171875 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -103462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -103477.382812 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -103477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -103480.773438 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -103480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -103483.476562 Penalty: 3438.494141
	Iteration 13F: 3 clusters Score -103483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103507.914062 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -103507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103516.125000 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -103516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -103516.125000 Penalty: 3438.494141
	Iteration 16F: 3 clusters Score -103516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83194 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 5 contains 771 members 
Mstep: Class 6 contains 142916 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204792 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 37776 members 
Entering Unmasked Estep 
Score: -118053560.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118054760.000000 to -118053560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (37776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Entering Unmasked Estep 
Score: -4532400.500000 Penalty: 2613.778564
	Iteration 0F: 2 clusters Score -4532400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4506477.000000 Penalty: 5227.557129
	Iteration 0F: 3 clusters Score -4506477 nChanged 17316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4516068.500000 Penalty: 5227.557129
	Iteration 1F: 3 clusters Score -4516068 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4516494.000000 Penalty: 5227.557129
	Iteration 2Q: 3 clusters Score -4516494 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4516811.500000 Penalty: 5227.557129
	Iteration 3Q: 3 clusters Score -4516812 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4517118.000000 Penalty: 5227.557129
	Iteration 4Q: 3 clusters Score -4517118 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4517339.000000 Penalty: 5227.557129
	Iteration 5Q: 3 clusters Score -4517339 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4517523.500000 Penalty: 5227.557129
	Iteration 6Q: 3 clusters Score -4517524 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4517717.000000 Penalty: 5227.557129
	Iteration 7Q: 3 clusters Score -4517717 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4517896.000000 Penalty: 5227.557129
	Iteration 8Q: 3 clusters Score -4517896 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4518079.000000 Penalty: 5227.557129
	Iteration 9Q: 3 clusters Score -4518079 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4518338.000000 Penalty: 5227.557129
	Iteration 10Q: 3 clusters Score -4518338 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4518622.500000 Penalty: 5227.557129
	Iteration 11Q: 3 clusters Score -4518622 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4519007.500000 Penalty: 5227.557129
	Iteration 12Q: 3 clusters Score -4519008 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4519485.500000 Penalty: 5227.557129
	Iteration 13Q: 3 clusters Score -4519486 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -4520163.500000 Penalty: 5227.557129
	Iteration 14Q: 3 clusters Score -4520164 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4521123.500000 Penalty: 5227.557129
	Iteration 15Q: 3 clusters Score -4521124 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4522464.500000 Penalty: 5227.557129
	Iteration 16F: 3 clusters Score -4522464 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4524163.500000 Penalty: 5227.557129
	Iteration 17F: 3 clusters Score -4524164 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4525950.000000 Penalty: 5227.557129
	Iteration 18F: 3 clusters Score -4525950 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4527434.500000 Penalty: 5227.557129
	Iteration 19Q: 3 clusters Score -4527434 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4528556.000000 Penalty: 5227.557129
	Iteration 20F: 3 clusters Score -4528556 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4529246.500000 Penalty: 5227.557129
	Iteration 21Q: 3 clusters Score -4529246 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4529611.000000 Penalty: 5227.557129
	Iteration 22Q: 3 clusters Score -4529611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4529786.000000 Penalty: 5227.557129
	Iteration 23Q: 3 clusters Score -4529786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4529897.000000 Penalty: 5227.557129
	Iteration 24Q: 3 clusters Score -4529897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4529956.500000 Penalty: 5227.557129
	Iteration 25Q: 3 clusters Score -4529956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4530003.000000 Penalty: 5227.557129
	Iteration 26Q: 3 clusters Score -4530003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4530043.500000 Penalty: 5227.557129
	Iteration 27Q: 3 clusters Score -4530044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4530075.000000 Penalty: 5227.557129
	Iteration 28Q: 3 clusters Score -4530075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4530097.000000 Penalty: 5227.557129
	Iteration 29Q: 3 clusters Score -4530097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4530100.000000 Penalty: 5227.557129
	Iteration 30Q: 3 clusters Score -4530100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4530106.000000 Penalty: 5227.557129
	Iteration 31Q: 3 clusters Score -4530106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4530110.000000 Penalty: 5227.557129
	Iteration 32Q: 3 clusters Score -4530110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4530120.500000 Penalty: 5227.557129
	Iteration 33Q: 3 clusters Score -4530120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4530126.000000 Penalty: 5227.557129
	Iteration 34Q: 3 clusters Score -4530126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4530137.000000 Penalty: 5227.557129
	Iteration 35Q: 3 clusters Score -4530137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4530132.000000 Penalty: 5227.557129
	Iteration 36Q: 3 clusters Score -4530132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4530133.000000 Penalty: 5227.557129
	Iteration 37Q: 3 clusters Score -4530133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4530133.000000 Penalty: 5227.557129
	Iteration 38F: 3 clusters Score -4530133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83194 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 6 contains 142916 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41635 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204792 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 37776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054832.000000 Penalty: 54895.289062
Iteration 239Q: 17 clusters Score -1.180548e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83195 members 
Mstep: Class 3 contains 49232 members 
Mstep: Class 4 contains 59003 members 
Mstep: Class 6 contains 142827 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41643 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 204861 members 
Mstep: Class 13 contains 159534 members 
Mstep: Class 14 contains 187009 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18290 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 37850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054944.000000 Penalty: 54895.289062
Iteration 240F: 17 clusters Score -1.180549e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83193 members 
Mstep: Class 3 contains 49229 members 
Mstep: Class 4 contains 59001 members 
Mstep: Class 6 contains 142734 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41645 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 204906 members 
Mstep: Class 13 contains 159538 members 
Mstep: Class 14 contains 187016 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 18254 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 37927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054920.000000 Penalty: 54895.289062
Iteration 241Q: 17 clusters Score -1.180549e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83201 members 
Mstep: Class 3 contains 49226 members 
Mstep: Class 4 contains 59000 members 
Mstep: Class 6 contains 142646 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41645 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 204939 members 
Mstep: Class 13 contains 159547 members 
Mstep: Class 14 contains 187012 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 18206 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054952.000000 Penalty: 54895.289062
Iteration 242Q: 17 clusters Score -1.18055e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83212 members 
Mstep: Class 3 contains 49216 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 6 contains 142553 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41649 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 204983 members 
Mstep: Class 13 contains 159542 members 
Mstep: Class 14 contains 187011 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 18153 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054856.000000 Penalty: 54895.289062
Iteration 243Q: 17 clusters Score -1.180549e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83220 members 
Mstep: Class 3 contains 49209 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 6 contains 142452 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41653 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205031 members 
Mstep: Class 13 contains 159537 members 
Mstep: Class 14 contains 187004 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 18109 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054872.000000 Penalty: 54895.289062
Iteration 244Q: 17 clusters Score -1.180549e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83224 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 58996 members 
Mstep: Class 6 contains 142349 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41663 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205072 members 
Mstep: Class 13 contains 159535 members 
Mstep: Class 14 contains 187003 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054960.000000 Penalty: 54895.289062
Iteration 245Q: 17 clusters Score -1.18055e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83228 members 
Mstep: Class 3 contains 49201 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 6 contains 142243 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41666 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205096 members 
Mstep: Class 13 contains 159538 members 
Mstep: Class 14 contains 186999 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 18035 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054984.000000 Penalty: 54895.289062
Iteration 246Q: 17 clusters Score -1.18055e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83237 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 58994 members 
Mstep: Class 6 contains 142137 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41674 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205130 members 
Mstep: Class 13 contains 159551 members 
Mstep: Class 14 contains 186996 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17998 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055032.000000 Penalty: 54895.289062
Iteration 247Q: 17 clusters Score -1.18055e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83236 members 
Mstep: Class 3 contains 49197 members 
Mstep: Class 4 contains 58994 members 
Mstep: Class 6 contains 142036 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41678 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205165 members 
Mstep: Class 13 contains 159568 members 
Mstep: Class 14 contains 186994 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 17952 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055104.000000 Penalty: 54895.289062
Iteration 248Q: 17 clusters Score -1.180551e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 83240 members 
Mstep: Class 3 contains 49197 members 
Mstep: Class 4 contains 58993 members 
Mstep: Class 6 contains 141938 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205183 members 
Mstep: Class 13 contains 159588 members 
Mstep: Class 14 contains 186993 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17918 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055096.000000 Penalty: 54895.289062
Iteration 249Q: 17 clusters Score -1.180551e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 83241 members 
Mstep: Class 3 contains 49198 members 
Mstep: Class 4 contains 58993 members 
Mstep: Class 6 contains 141837 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41694 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205214 members 
Mstep: Class 13 contains 159607 members 
Mstep: Class 14 contains 186987 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17878 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055136.000000 Penalty: 54895.289062
Iteration 250Q: 17 clusters Score -1.180551e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 83247 members 
Mstep: Class 3 contains 49201 members 
Mstep: Class 4 contains 58996 members 
Mstep: Class 6 contains 141733 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41699 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205231 members 
Mstep: Class 13 contains 159611 members 
Mstep: Class 14 contains 186992 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17828 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 38908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055064.000000 Penalty: 54895.289062
Iteration 251Q: 17 clusters Score -1.180551e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83244 members 
Mstep: Class 3 contains 49199 members 
Mstep: Class 4 contains 58999 members 
Mstep: Class 6 contains 141598 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41702 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205289 members 
Mstep: Class 13 contains 159627 members 
Mstep: Class 14 contains 186996 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17773 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054984.000000 Penalty: 54895.289062
Iteration 252Q: 17 clusters Score -1.18055e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83250 members 
Mstep: Class 3 contains 49196 members 
Mstep: Class 4 contains 58996 members 
Mstep: Class 6 contains 141460 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41708 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 205330 members 
Mstep: Class 13 contains 159637 members 
Mstep: Class 14 contains 187005 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055160.000000 Penalty: 54895.289062
Iteration 253Q: 17 clusters Score -1.180552e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83256 members 
Mstep: Class 3 contains 49200 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 6 contains 141309 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41713 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205383 members 
Mstep: Class 13 contains 159652 members 
Mstep: Class 14 contains 187005 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055208.000000 Penalty: 54895.289062
Iteration 254Q: 17 clusters Score -1.180552e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83259 members 
Mstep: Class 3 contains 49193 members 
Mstep: Class 4 contains 58999 members 
Mstep: Class 6 contains 141152 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41719 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205439 members 
Mstep: Class 13 contains 159685 members 
Mstep: Class 14 contains 187009 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17627 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055112.000000 Penalty: 54895.289062
Iteration 255Q: 17 clusters Score -1.180551e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83271 members 
Mstep: Class 3 contains 49185 members 
Mstep: Class 4 contains 58998 members 
Mstep: Class 6 contains 141003 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41722 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205495 members 
Mstep: Class 13 contains 159716 members 
Mstep: Class 14 contains 187005 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055160.000000 Penalty: 54895.289062
Iteration 256Q: 17 clusters Score -1.180552e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83282 members 
Mstep: Class 3 contains 49178 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 6 contains 140827 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205552 members 
Mstep: Class 13 contains 159748 members 
Mstep: Class 14 contains 187016 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17561 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055120.000000 Penalty: 54895.289062
Iteration 257Q: 17 clusters Score -1.180551e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83290 members 
Mstep: Class 3 contains 49177 members 
Mstep: Class 4 contains 58995 members 
Mstep: Class 6 contains 140651 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41724 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205628 members 
Mstep: Class 13 contains 159786 members 
Mstep: Class 14 contains 187022 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17535 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055008.000000 Penalty: 54895.289062
Iteration 258Q: 17 clusters Score -1.18055e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83302 members 
Mstep: Class 3 contains 49182 members 
Mstep: Class 4 contains 58992 members 
Mstep: Class 6 contains 140449 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41722 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205702 members 
Mstep: Class 13 contains 159826 members 
Mstep: Class 14 contains 187041 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17505 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055072.000000 Penalty: 54895.289062
Iteration 259Q: 17 clusters Score -1.180551e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83318 members 
Mstep: Class 3 contains 49177 members 
Mstep: Class 4 contains 58990 members 
Mstep: Class 6 contains 140227 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41725 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205779 members 
Mstep: Class 13 contains 159886 members 
Mstep: Class 14 contains 187050 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17476 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055088.000000 Penalty: 54895.289062
Iteration 260F: 17 clusters Score -1.180551e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 49177 members 
Mstep: Class 4 contains 58988 members 
Mstep: Class 6 contains 139978 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41738 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205874 members 
Mstep: Class 13 contains 159930 members 
Mstep: Class 14 contains 187065 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 17447 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 39912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055224.000000 Penalty: 54895.289062
Iteration 261Q: 17 clusters Score -1.180552e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83364 members 
Mstep: Class 3 contains 49175 members 
Mstep: Class 4 contains 58988 members 
Mstep: Class 6 contains 139725 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 205990 members 
Mstep: Class 13 contains 159971 members 
Mstep: Class 14 contains 187074 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17404 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 40014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055192.000000 Penalty: 54895.289062
Iteration 262Q: 17 clusters Score -1.180552e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83378 members 
Mstep: Class 3 contains 49170 members 
Mstep: Class 4 contains 58987 members 
Mstep: Class 6 contains 139452 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206117 members 
Mstep: Class 13 contains 160021 members 
Mstep: Class 14 contains 187092 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 17342 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055360.000000 Penalty: 54895.289062
Iteration 263Q: 17 clusters Score -1.180554e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83398 members 
Mstep: Class 3 contains 49158 members 
Mstep: Class 4 contains 58988 members 
Mstep: Class 6 contains 139164 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41757 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206259 members 
Mstep: Class 13 contains 160073 members 
Mstep: Class 14 contains 187115 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 17264 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055264.000000 Penalty: 54895.289062
Iteration 264Q: 17 clusters Score -1.180553e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 83426 members 
Mstep: Class 3 contains 49148 members 
Mstep: Class 4 contains 58985 members 
Mstep: Class 6 contains 138851 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41762 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206400 members 
Mstep: Class 13 contains 160134 members 
Mstep: Class 14 contains 187136 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 17184 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055232.000000 Penalty: 54895.289062
Iteration 265Q: 17 clusters Score -1.180552e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 83452 members 
Mstep: Class 3 contains 49143 members 
Mstep: Class 4 contains 58982 members 
Mstep: Class 6 contains 138570 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206526 members 
Mstep: Class 13 contains 160205 members 
Mstep: Class 14 contains 187144 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 17096 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055384.000000 Penalty: 54895.289062
Iteration 266Q: 17 clusters Score -1.180554e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 83478 members 
Mstep: Class 3 contains 49132 members 
Mstep: Class 4 contains 58977 members 
Mstep: Class 6 contains 138283 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41765 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206659 members 
Mstep: Class 13 contains 160277 members 
Mstep: Class 14 contains 187149 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 17004 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055360.000000 Penalty: 54895.289062
Iteration 267Q: 17 clusters Score -1.180554e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83501 members 
Mstep: Class 3 contains 49116 members 
Mstep: Class 4 contains 58974 members 
Mstep: Class 6 contains 137997 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41768 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206769 members 
Mstep: Class 13 contains 160359 members 
Mstep: Class 14 contains 187167 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 40888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055360.000000 Penalty: 54895.289062
Iteration 268Q: 17 clusters Score -1.180554e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83520 members 
Mstep: Class 3 contains 49105 members 
Mstep: Class 4 contains 58972 members 
Mstep: Class 6 contains 137694 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206894 members 
Mstep: Class 13 contains 160438 members 
Mstep: Class 14 contains 187185 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 41057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055408.000000 Penalty: 54895.289062
Iteration 269Q: 17 clusters Score -1.180554e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83545 members 
Mstep: Class 3 contains 49095 members 
Mstep: Class 4 contains 58975 members 
Mstep: Class 6 contains 137364 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41781 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 206996 members 
Mstep: Class 13 contains 160551 members 
Mstep: Class 14 contains 187207 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 16701 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 41234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055544.000000 Penalty: 54895.289062
Iteration 270Q: 17 clusters Score -1.180555e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83551 members 
Mstep: Class 3 contains 49082 members 
Mstep: Class 4 contains 58971 members 
Mstep: Class 6 contains 137059 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 41785 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 207111 members 
Mstep: Class 13 contains 160648 members 
Mstep: Class 14 contains 187241 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 41409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055536.000000 Penalty: 54895.289062
Iteration 271Q: 17 clusters Score -1.180555e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83571 members 
Mstep: Class 3 contains 49079 members 
Mstep: Class 4 contains 58965 members 
Mstep: Class 6 contains 136744 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 207216 members 
Mstep: Class 13 contains 160742 members 
Mstep: Class 14 contains 187275 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 16485 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 41577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055432.000000 Penalty: 54895.289062
Iteration 272Q: 17 clusters Score -1.180554e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83597 members 
Mstep: Class 3 contains 49073 members 
Mstep: Class 4 contains 58959 members 
Mstep: Class 6 contains 136438 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41810 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 207307 members 
Mstep: Class 13 contains 160826 members 
Mstep: Class 14 contains 187299 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 16361 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 41780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055456.000000 Penalty: 54895.289062
Iteration 273Q: 17 clusters Score -1.180555e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83614 members 
Mstep: Class 3 contains 49059 members 
Mstep: Class 4 contains 58950 members 
Mstep: Class 6 contains 136113 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41833 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 207419 members 
Mstep: Class 13 contains 160921 members 
Mstep: Class 14 contains 187314 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 16222 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 42005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055672.000000 Penalty: 54895.289062
Iteration 274Q: 17 clusters Score -1.180557e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83622 members 
Mstep: Class 3 contains 49055 members 
Mstep: Class 4 contains 58938 members 
Mstep: Class 6 contains 135758 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 207534 members 
Mstep: Class 13 contains 161016 members 
Mstep: Class 14 contains 187334 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 16096 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055568.000000 Penalty: 54895.289062
Iteration 275Q: 17 clusters Score -1.180556e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83644 members 
Mstep: Class 3 contains 49053 members 
Mstep: Class 4 contains 58933 members 
Mstep: Class 6 contains 135402 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41884 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 207618 members 
Mstep: Class 13 contains 161109 members 
Mstep: Class 14 contains 187369 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 15955 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 42487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055400.000000 Penalty: 54895.289062
Iteration 276Q: 17 clusters Score -1.180554e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83662 members 
Mstep: Class 3 contains 49045 members 
Mstep: Class 4 contains 58930 members 
Mstep: Class 6 contains 135037 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41924 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 207720 members 
Mstep: Class 13 contains 161200 members 
Mstep: Class 14 contains 187398 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 15814 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 42723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055432.000000 Penalty: 54895.289062
Iteration 277Q: 17 clusters Score -1.180554e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83705 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 58925 members 
Mstep: Class 6 contains 134664 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 41978 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 207805 members 
Mstep: Class 13 contains 161298 members 
Mstep: Class 14 contains 187422 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 15664 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 42961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055168.000000 Penalty: 54895.289062
Iteration 278Q: 17 clusters Score -1.180552e+08 nChanged 882
Entering ConstructFrom: 
Score: -118055168.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -307402.625000 Penalty: 1965.618408
	Iteration 0F: 2 clusters Score -307402.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -304260.750000 Penalty: 3931.236816
	Iteration 0F: 3 clusters Score -304260.8 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304833.687500 Penalty: 3931.236816
	Iteration 1F: 3 clusters Score -304833.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -304981.625000 Penalty: 3931.236816
	Iteration 2F: 3 clusters Score -304981.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -305066.843750 Penalty: 3931.236816
	Iteration 3Q: 3 clusters Score -305066.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -305152.656250 Penalty: 3931.236816
	Iteration 4Q: 3 clusters Score -305152.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -305230.125000 Penalty: 3931.236816
	Iteration 5Q: 3 clusters Score -305230.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -305329.281250 Penalty: 3931.236816
	Iteration 6Q: 3 clusters Score -305329.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -305446.500000 Penalty: 3931.236816
	Iteration 7Q: 3 clusters Score -305446.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -305561.375000 Penalty: 3931.236816
	Iteration 8Q: 3 clusters Score -305561.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -305694.875000 Penalty: 3931.236816
	Iteration 9Q: 3 clusters Score -305694.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -305897.625000 Penalty: 3931.236816
	Iteration 10Q: 3 clusters Score -305897.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -306087.781250 Penalty: 3931.236816
	Iteration 11Q: 3 clusters Score -306087.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -306249.156250 Penalty: 3931.236816
	Iteration 12Q: 3 clusters Score -306249.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -306341.781250 Penalty: 3931.236816
	Iteration 13Q: 3 clusters Score -306341.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -306409.125000 Penalty: 3931.236816
	Iteration 14Q: 3 clusters Score -306409.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -306448.593750 Penalty: 3931.236816
	Iteration 15Q: 3 clusters Score -306448.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -306471.500000 Penalty: 3931.236816
	Iteration 16Q: 3 clusters Score -306471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -306486.250000 Penalty: 3931.236816
	Iteration 17Q: 3 clusters Score -306486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306496.718750 Penalty: 3931.236816
	Iteration 18Q: 3 clusters Score -306496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -306509.062500 Penalty: 3931.236816
	Iteration 19Q: 3 clusters Score -306509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -306518.187500 Penalty: 3931.236816
	Iteration 20F: 3 clusters Score -306518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -306521.468750 Penalty: 3931.236816
	Iteration 21Q: 3 clusters Score -306521.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -306522.656250 Penalty: 3931.236816
	Iteration 22Q: 3 clusters Score -306522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -306523.843750 Penalty: 3931.236816
	Iteration 23Q: 3 clusters Score -306523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -306524.218750 Penalty: 3931.236816
	Iteration 24Q: 3 clusters Score -306524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -306524.593750 Penalty: 3931.236816
	Iteration 25Q: 3 clusters Score -306524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -306524.593750 Penalty: 3931.236816
	Iteration 26F: 3 clusters Score -306524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Entering Unmasked Estep 
Score: -9939284.000000 Penalty: 2811.208984
	Iteration 0F: 2 clusters Score -9939284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9883279.000000 Penalty: 5622.417969
	Iteration 0F: 3 clusters Score -9883279 nChanged 39336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -9905390.000000 Penalty: 5622.417969
	Iteration 1F: 3 clusters Score -9905390 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9906084.000000 Penalty: 5622.417969
	Iteration 2Q: 3 clusters Score -9906084 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -9906852.000000 Penalty: 5622.417969
	Iteration 3Q: 3 clusters Score -9906852 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -9907713.000000 Penalty: 5622.417969
	Iteration 4Q: 3 clusters Score -9907713 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -9908915.000000 Penalty: 5622.417969
	Iteration 5Q: 3 clusters Score -9908915 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -9910775.000000 Penalty: 5622.417969
	Iteration 6Q: 3 clusters Score -9910775 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -9913872.000000 Penalty: 5622.417969
	Iteration 7F: 3 clusters Score -9913872 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -9918344.000000 Penalty: 5622.417969
	Iteration 8F: 3 clusters Score -9918344 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -9923899.000000 Penalty: 5622.417969
	Iteration 9F: 3 clusters Score -9923899 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9928933.000000 Penalty: 5622.417969
	Iteration 10F: 3 clusters Score -9928933 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -9932518.000000 Penalty: 5622.417969
	Iteration 11Q: 3 clusters Score -9932518 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -9934413.000000 Penalty: 5622.417969
	Iteration 12Q: 3 clusters Score -9934413 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -9935305.000000 Penalty: 5622.417969
	Iteration 13Q: 3 clusters Score -9935305 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -9935756.000000 Penalty: 5622.417969
	Iteration 14Q: 3 clusters Score -9935756 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -9936092.000000 Penalty: 5622.417969
	Iteration 15Q: 3 clusters Score -9936092 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9936338.000000 Penalty: 5622.417969
	Iteration 16Q: 3 clusters Score -9936338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -9936489.000000 Penalty: 5622.417969
	Iteration 17Q: 3 clusters Score -9936489 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -9936611.000000 Penalty: 5622.417969
	Iteration 18Q: 3 clusters Score -9936611 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -9936728.000000 Penalty: 5622.417969
	Iteration 19Q: 3 clusters Score -9936728 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -9936818.000000 Penalty: 5622.417969
	Iteration 20F: 3 clusters Score -9936818 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -9936883.000000 Penalty: 5622.417969
	Iteration 21Q: 3 clusters Score -9936883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -9936921.000000 Penalty: 5622.417969
	Iteration 22Q: 3 clusters Score -9936921 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -9936964.000000 Penalty: 5622.417969
	Iteration 23Q: 3 clusters Score -9936964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -9937004.000000 Penalty: 5622.417969
	Iteration 24Q: 3 clusters Score -9937004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -9937040.000000 Penalty: 5622.417969
	Iteration 25Q: 3 clusters Score -9937040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -9937062.000000 Penalty: 5622.417969
	Iteration 26Q: 3 clusters Score -9937062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -9937076.000000 Penalty: 5622.417969
	Iteration 27Q: 3 clusters Score -9937076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -9937067.000000 Penalty: 5622.417969
	Iteration 28Q: 3 clusters Score -9937067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -9937082.000000 Penalty: 5622.417969
	Iteration 29Q: 3 clusters Score -9937082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -9937082.000000 Penalty: 5622.417969
	Iteration 30Q: 3 clusters Score -9937082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -9937115.000000 Penalty: 5622.417969
	Iteration 31Q: 3 clusters Score -9937115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -9937135.000000 Penalty: 5622.417969
	Iteration 32Q: 3 clusters Score -9937135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -9937134.000000 Penalty: 5622.417969
	Iteration 33Q: 3 clusters Score -9937134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -9937113.000000 Penalty: 5622.417969
	Iteration 34Q: 3 clusters Score -9937113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -9937136.000000 Penalty: 5622.417969
	Iteration 35Q: 3 clusters Score -9937136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9937147.000000 Penalty: 5622.417969
	Iteration 36Q: 3 clusters Score -9937147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -9937128.000000 Penalty: 5622.417969
	Iteration 37Q: 3 clusters Score -9937128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -9937124.000000 Penalty: 5622.417969
	Iteration 38Q: 3 clusters Score -9937124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -9937115.000000 Penalty: 5622.417969
	Iteration 39Q: 3 clusters Score -9937115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -9937137.000000 Penalty: 5622.417969
	Iteration 40F: 3 clusters Score -9937137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -9937131.000000 Penalty: 5622.417969
	Iteration 41Q: 3 clusters Score -9937131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -9937137.000000 Penalty: 5622.417969
	Iteration 42Q: 3 clusters Score -9937137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -9937144.000000 Penalty: 5622.417969
	Iteration 43Q: 3 clusters Score -9937144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -9937143.000000 Penalty: 5622.417969
	Iteration 44Q: 3 clusters Score -9937143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -9937138.000000 Penalty: 5622.417969
	Iteration 45Q: 3 clusters Score -9937138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -9937140.000000 Penalty: 5622.417969
	Iteration 46Q: 3 clusters Score -9937140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -9937144.000000 Penalty: 5622.417969
	Iteration 47Q: 3 clusters Score -9937144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -9937159.000000 Penalty: 5622.417969
	Iteration 48Q: 3 clusters Score -9937159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -9937152.000000 Penalty: 5622.417969
	Iteration 49Q: 3 clusters Score -9937152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -9937152.000000 Penalty: 5622.417969
	Iteration 50Q: 3 clusters Score -9937152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -9937155.000000 Penalty: 5622.417969
	Iteration 51Q: 3 clusters Score -9937155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -9937140.000000 Penalty: 5622.417969
	Iteration 52Q: 3 clusters Score -9937140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -9937134.000000 Penalty: 5622.417969
	Iteration 53Q: 3 clusters Score -9937134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -9937148.000000 Penalty: 5622.417969
	Iteration 54Q: 3 clusters Score -9937148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -9937157.000000 Penalty: 5622.417969
	Iteration 55Q: 3 clusters Score -9937157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -9937160.000000 Penalty: 5622.417969
	Iteration 56Q: 3 clusters Score -9937160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -9937162.000000 Penalty: 5622.417969
	Iteration 57Q: 3 clusters Score -9937162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -9937159.000000 Penalty: 5622.417969
	Iteration 58Q: 3 clusters Score -9937159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -9937159.000000 Penalty: 5622.417969
	Iteration 59Q: 3 clusters Score -9937159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -9937158.000000 Penalty: 5622.417969
	Iteration 60F: 3 clusters Score -9937158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -9937160.000000 Penalty: 5622.417969
	Iteration 61Q: 3 clusters Score -9937160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -9937152.000000 Penalty: 5622.417969
	Iteration 62Q: 3 clusters Score -9937152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -9937143.000000 Penalty: 5622.417969
	Iteration 63Q: 3 clusters Score -9937143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -9937151.000000 Penalty: 5622.417969
	Iteration 64Q: 3 clusters Score -9937151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -9937147.000000 Penalty: 5622.417969
	Iteration 65Q: 3 clusters Score -9937147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -9937144.000000 Penalty: 5622.417969
	Iteration 66Q: 3 clusters Score -9937144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -9937155.000000 Penalty: 5622.417969
	Iteration 67Q: 3 clusters Score -9937155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -9937161.000000 Penalty: 5622.417969
	Iteration 68Q: 3 clusters Score -9937161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -9937168.000000 Penalty: 5622.417969
	Iteration 69Q: 3 clusters Score -9937168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -9937167.000000 Penalty: 5622.417969
	Iteration 70Q: 3 clusters Score -9937167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -9937184.000000 Penalty: 5622.417969
	Iteration 71Q: 3 clusters Score -9937184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -9937190.000000 Penalty: 5622.417969
	Iteration 72Q: 3 clusters Score -9937190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -9937206.000000 Penalty: 5622.417969
	Iteration 73Q: 3 clusters Score -9937206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -9937208.000000 Penalty: 5622.417969
	Iteration 74Q: 3 clusters Score -9937208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -9937214.000000 Penalty: 5622.417969
	Iteration 75Q: 3 clusters Score -9937214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -9937205.000000 Penalty: 5622.417969
	Iteration 76Q: 3 clusters Score -9937205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -9937205.000000 Penalty: 5622.417969
	Iteration 77Q: 3 clusters Score -9937205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -9937218.000000 Penalty: 5622.417969
	Iteration 78Q: 3 clusters Score -9937218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -9937224.000000 Penalty: 5622.417969
	Iteration 79Q: 3 clusters Score -9937224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -9937221.000000 Penalty: 5622.417969
	Iteration 80F: 3 clusters Score -9937221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -9937220.000000 Penalty: 5622.417969
	Iteration 81Q: 3 clusters Score -9937220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -9937223.000000 Penalty: 5622.417969
	Iteration 82Q: 3 clusters Score -9937223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9937232.000000 Penalty: 5622.417969
	Iteration 83Q: 3 clusters Score -9937232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -9937235.000000 Penalty: 5622.417969
	Iteration 84Q: 3 clusters Score -9937235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -9937243.000000 Penalty: 5622.417969
	Iteration 85Q: 3 clusters Score -9937243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -9937245.000000 Penalty: 5622.417969
	Iteration 86Q: 3 clusters Score -9937245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9937244.000000 Penalty: 5622.417969
	Iteration 87Q: 3 clusters Score -9937244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -9937238.000000 Penalty: 5622.417969
	Iteration 88Q: 3 clusters Score -9937238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -9937245.000000 Penalty: 5622.417969
	Iteration 89Q: 3 clusters Score -9937245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -9937237.000000 Penalty: 5622.417969
	Iteration 90Q: 3 clusters Score -9937237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -9937237.000000 Penalty: 5622.417969
	Iteration 91Q: 3 clusters Score -9937237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -9937238.000000 Penalty: 5622.417969
	Iteration 92Q: 3 clusters Score -9937238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -9937234.000000 Penalty: 5622.417969
	Iteration 93Q: 3 clusters Score -9937234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -9937233.000000 Penalty: 5622.417969
	Iteration 94Q: 3 clusters Score -9937233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -9937245.000000 Penalty: 5622.417969
	Iteration 95Q: 3 clusters Score -9937245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -9937252.000000 Penalty: 5622.417969
	Iteration 96Q: 3 clusters Score -9937252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -9937251.000000 Penalty: 5622.417969
	Iteration 97Q: 3 clusters Score -9937251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -9937250.000000 Penalty: 5622.417969
	Iteration 98Q: 3 clusters Score -9937250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -9937255.000000 Penalty: 5622.417969
	Iteration 99Q: 3 clusters Score -9937255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -9937262.000000 Penalty: 5622.417969
	Iteration 100F: 3 clusters Score -9937262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -9937256.000000 Penalty: 5622.417969
	Iteration 101Q: 3 clusters Score -9937256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -9937253.000000 Penalty: 5622.417969
	Iteration 102Q: 3 clusters Score -9937253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -9937247.000000 Penalty: 5622.417969
	Iteration 103Q: 3 clusters Score -9937247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -9937252.000000 Penalty: 5622.417969
	Iteration 104Q: 3 clusters Score -9937252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -9937253.000000 Penalty: 5622.417969
	Iteration 105Q: 3 clusters Score -9937253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -9937255.000000 Penalty: 5622.417969
	Iteration 106Q: 3 clusters Score -9937255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -9937245.000000 Penalty: 5622.417969
	Iteration 107Q: 3 clusters Score -9937245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -9937244.000000 Penalty: 5622.417969
	Iteration 108Q: 3 clusters Score -9937244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -9937244.000000 Penalty: 5622.417969
	Iteration 109F: 3 clusters Score -9937244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Entering Unmasked Estep 
Score: -5601181.500000 Penalty: 2678.431152
	Iteration 0F: 2 clusters Score -5601182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5568259.000000 Penalty: 5356.862305
	Iteration 0F: 3 clusters Score -5568259 nChanged 22604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -5580537.500000 Penalty: 5356.862305
	Iteration 1F: 3 clusters Score -5580538 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5581033.000000 Penalty: 5356.862305
	Iteration 2Q: 3 clusters Score -5581033 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5581420.500000 Penalty: 5356.862305
	Iteration 3Q: 3 clusters Score -5581420 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5581823.000000 Penalty: 5356.862305
	Iteration 4Q: 3 clusters Score -5581823 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5582127.000000 Penalty: 5356.862305
	Iteration 5Q: 3 clusters Score -5582127 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5582419.500000 Penalty: 5356.862305
	Iteration 6Q: 3 clusters Score -5582420 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -5582833.500000 Penalty: 5356.862305
	Iteration 7Q: 3 clusters Score -5582834 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5583412.000000 Penalty: 5356.862305
	Iteration 8Q: 3 clusters Score -5583412 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5584405.000000 Penalty: 5356.862305
	Iteration 9Q: 3 clusters Score -5584405 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5586111.000000 Penalty: 5356.862305
	Iteration 10F: 3 clusters Score -5586111 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5588499.000000 Penalty: 5356.862305
	Iteration 11F: 3 clusters Score -5588499 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5591456.000000 Penalty: 5356.862305
	Iteration 12F: 3 clusters Score -5591456 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5594386.000000 Penalty: 5356.862305
	Iteration 13F: 3 clusters Score -5594386 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5596485.000000 Penalty: 5356.862305
	Iteration 14Q: 3 clusters Score -5596485 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5597722.500000 Penalty: 5356.862305
	Iteration 15Q: 3 clusters Score -5597722 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5598351.500000 Penalty: 5356.862305
	Iteration 16Q: 3 clusters Score -5598352 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5598601.500000 Penalty: 5356.862305
	Iteration 17Q: 3 clusters Score -5598602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5598728.000000 Penalty: 5356.862305
	Iteration 18Q: 3 clusters Score -5598728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5598787.500000 Penalty: 5356.862305
	Iteration 19Q: 3 clusters Score -5598788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5598807.000000 Penalty: 5356.862305
	Iteration 20F: 3 clusters Score -5598807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5598827.500000 Penalty: 5356.862305
	Iteration 21Q: 3 clusters Score -5598828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5598823.500000 Penalty: 5356.862305
	Iteration 22Q: 3 clusters Score -5598824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5598841.000000 Penalty: 5356.862305
	Iteration 23Q: 3 clusters Score -5598841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5598855.000000 Penalty: 5356.862305
	Iteration 24Q: 3 clusters Score -5598855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5598864.500000 Penalty: 5356.862305
	Iteration 25Q: 3 clusters Score -5598864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5598871.000000 Penalty: 5356.862305
	Iteration 26Q: 3 clusters Score -5598871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5598878.000000 Penalty: 5356.862305
	Iteration 27Q: 3 clusters Score -5598878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5598880.500000 Penalty: 5356.862305
	Iteration 28Q: 3 clusters Score -5598880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5598880.500000 Penalty: 5356.862305
	Iteration 29Q: 3 clusters Score -5598880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5598880.500000 Penalty: 5356.862305
	Iteration 30F: 3 clusters Score -5598880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Entering Unmasked Estep 
Score: -6969503.000000 Penalty: 2724.016113
	Iteration 0F: 2 clusters Score -6969503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -6930119.500000 Penalty: 5448.032227
	Iteration 0F: 3 clusters Score -6930120 nChanged 27299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6945272.500000 Penalty: 5448.032227
	Iteration 1F: 3 clusters Score -6945272 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -6945889.500000 Penalty: 5448.032227
	Iteration 2Q: 3 clusters Score -6945890 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6946595.000000 Penalty: 5448.032227
	Iteration 3Q: 3 clusters Score -6946595 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -6947588.500000 Penalty: 5448.032227
	Iteration 4Q: 3 clusters Score -6947588 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6949167.500000 Penalty: 5448.032227
	Iteration 5F: 3 clusters Score -6949168 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -6951568.500000 Penalty: 5448.032227
	Iteration 6F: 3 clusters Score -6951568 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -6955168.500000 Penalty: 5448.032227
	Iteration 7F: 3 clusters Score -6955168 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -6959307.000000 Penalty: 5448.032227
	Iteration 8F: 3 clusters Score -6959307 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -6962845.000000 Penalty: 5448.032227
	Iteration 9F: 3 clusters Score -6962845 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6965164.000000 Penalty: 5448.032227
	Iteration 10Q: 3 clusters Score -6965164 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6966367.000000 Penalty: 5448.032227
	Iteration 11Q: 3 clusters Score -6966367 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6966906.000000 Penalty: 5448.032227
	Iteration 12Q: 3 clusters Score -6966906 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6967182.000000 Penalty: 5448.032227
	Iteration 13Q: 3 clusters Score -6967182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6967356.000000 Penalty: 5448.032227
	Iteration 14Q: 3 clusters Score -6967356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6967426.500000 Penalty: 5448.032227
	Iteration 15Q: 3 clusters Score -6967426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6967479.500000 Penalty: 5448.032227
	Iteration 16Q: 3 clusters Score -6967480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6967494.000000 Penalty: 5448.032227
	Iteration 17Q: 3 clusters Score -6967494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6967519.000000 Penalty: 5448.032227
	Iteration 18Q: 3 clusters Score -6967519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6967536.500000 Penalty: 5448.032227
	Iteration 19Q: 3 clusters Score -6967536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6967542.500000 Penalty: 5448.032227
	Iteration 20F: 3 clusters Score -6967542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6967551.000000 Penalty: 5448.032227
	Iteration 21Q: 3 clusters Score -6967551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6967547.500000 Penalty: 5448.032227
	Iteration 22Q: 3 clusters Score -6967548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6967543.000000 Penalty: 5448.032227
	Iteration 23Q: 3 clusters Score -6967543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6967549.000000 Penalty: 5448.032227
	Iteration 24Q: 3 clusters Score -6967549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6967544.500000 Penalty: 5448.032227
	Iteration 25Q: 3 clusters Score -6967544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6967544.500000 Penalty: 5448.032227
	Iteration 26F: 3 clusters Score -6967544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Entering Unmasked Estep 
Score: -15906360.000000 Penalty: 2928.266357
	Iteration 0F: 2 clusters Score -1.590636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -15816816.000000 Penalty: 5856.532715
	Iteration 0F: 3 clusters Score -1.581682e+07 nChanged 64194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -15853437.000000 Penalty: 5856.532715
	Iteration 1F: 3 clusters Score -1.585344e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -15854252.000000 Penalty: 5856.532715
	Iteration 2Q: 3 clusters Score -1.585425e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -15855096.000000 Penalty: 5856.532715
	Iteration 3Q: 3 clusters Score -1.58551e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -15856071.000000 Penalty: 5856.532715
	Iteration 4Q: 3 clusters Score -1.585607e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -15857382.000000 Penalty: 5856.532715
	Iteration 5Q: 3 clusters Score -1.585738e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -15859359.000000 Penalty: 5856.532715
	Iteration 6Q: 3 clusters Score -1.585936e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -15862435.000000 Penalty: 5856.532715
	Iteration 7Q: 3 clusters Score -1.586244e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -15866738.000000 Penalty: 5856.532715
	Iteration 8Q: 3 clusters Score -1.586674e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -15872405.000000 Penalty: 5856.532715
	Iteration 9F: 3 clusters Score -1.58724e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -15878661.000000 Penalty: 5856.532715
	Iteration 10F: 3 clusters Score -1.587866e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -15884476.000000 Penalty: 5856.532715
	Iteration 11F: 3 clusters Score -1.588448e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -15888453.000000 Penalty: 5856.532715
	Iteration 12Q: 3 clusters Score -1.588845e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -15890805.000000 Penalty: 5856.532715
	Iteration 13Q: 3 clusters Score -1.58908e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -15892016.000000 Penalty: 5856.532715
	Iteration 14Q: 3 clusters Score -1.589202e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -15893040.000000 Penalty: 5856.532715
	Iteration 15Q: 3 clusters Score -1.589304e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -15893871.000000 Penalty: 5856.532715
	Iteration 16Q: 3 clusters Score -1.589387e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -15894609.000000 Penalty: 5856.532715
	Iteration 17Q: 3 clusters Score -1.589461e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -15895456.000000 Penalty: 5856.532715
	Iteration 18Q: 3 clusters Score -1.589546e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -15896318.000000 Penalty: 5856.532715
	Iteration 19Q: 3 clusters Score -1.589632e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -15897207.000000 Penalty: 5856.532715
	Iteration 20F: 3 clusters Score -1.589721e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119103 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -15897915.000000 Penalty: 5856.532715
	Iteration 21Q: 3 clusters Score -1.589792e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -15898587.000000 Penalty: 5856.532715
	Iteration 22Q: 3 clusters Score -1.589859e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -15899251.000000 Penalty: 5856.532715
	Iteration 23Q: 3 clusters Score -1.589925e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123911 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -15899980.000000 Penalty: 5856.532715
	Iteration 24Q: 3 clusters Score -1.589998e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -15900584.000000 Penalty: 5856.532715
	Iteration 25Q: 3 clusters Score -1.590058e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -15901057.000000 Penalty: 5856.532715
	Iteration 26Q: 3 clusters Score -1.590106e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127581 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -15901527.000000 Penalty: 5856.532715
	Iteration 27Q: 3 clusters Score -1.590153e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -15901883.000000 Penalty: 5856.532715
	Iteration 28Q: 3 clusters Score -1.590188e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129316 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -15902233.000000 Penalty: 5856.532715
	Iteration 29Q: 3 clusters Score -1.590223e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -15902502.000000 Penalty: 5856.532715
	Iteration 30Q: 3 clusters Score -1.59025e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130554 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15902721.000000 Penalty: 5856.532715
	Iteration 31Q: 3 clusters Score -1.590272e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -15902902.000000 Penalty: 5856.532715
	Iteration 32Q: 3 clusters Score -1.59029e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131440 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15903111.000000 Penalty: 5856.532715
	Iteration 33Q: 3 clusters Score -1.590311e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131769 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -15903216.000000 Penalty: 5856.532715
	Iteration 34Q: 3 clusters Score -1.590322e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132014 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15903311.000000 Penalty: 5856.532715
	Iteration 35Q: 3 clusters Score -1.590331e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132195 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -15903437.000000 Penalty: 5856.532715
	Iteration 36Q: 3 clusters Score -1.590344e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15903520.000000 Penalty: 5856.532715
	Iteration 37Q: 3 clusters Score -1.590352e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15903556.000000 Penalty: 5856.532715
	Iteration 38Q: 3 clusters Score -1.590356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15903591.000000 Penalty: 5856.532715
	Iteration 39Q: 3 clusters Score -1.590359e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132705 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15903658.000000 Penalty: 5856.532715
	Iteration 40F: 3 clusters Score -1.590366e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132786 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15903680.000000 Penalty: 5856.532715
	Iteration 41Q: 3 clusters Score -1.590368e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132851 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15903695.000000 Penalty: 5856.532715
	Iteration 42Q: 3 clusters Score -1.59037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132893 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15903717.000000 Penalty: 5856.532715
	Iteration 43Q: 3 clusters Score -1.590372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15903743.000000 Penalty: 5856.532715
	Iteration 44Q: 3 clusters Score -1.590374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132966 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15903783.000000 Penalty: 5856.532715
	Iteration 45Q: 3 clusters Score -1.590378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15903798.000000 Penalty: 5856.532715
	Iteration 46Q: 3 clusters Score -1.59038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15903812.000000 Penalty: 5856.532715
	Iteration 47Q: 3 clusters Score -1.590381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15903813.000000 Penalty: 5856.532715
	Iteration 48Q: 3 clusters Score -1.590381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133057 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15903826.000000 Penalty: 5856.532715
	Iteration 49Q: 3 clusters Score -1.590383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15903836.000000 Penalty: 5856.532715
	Iteration 50Q: 3 clusters Score -1.590384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15903828.000000 Penalty: 5856.532715
	Iteration 51Q: 3 clusters Score -1.590383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15903844.000000 Penalty: 5856.532715
	Iteration 52Q: 3 clusters Score -1.590384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15903853.000000 Penalty: 5856.532715
	Iteration 53Q: 3 clusters Score -1.590385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133129 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15903850.000000 Penalty: 5856.532715
	Iteration 54Q: 3 clusters Score -1.590385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15903841.000000 Penalty: 5856.532715
	Iteration 55Q: 3 clusters Score -1.590384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15903853.000000 Penalty: 5856.532715
	Iteration 56Q: 3 clusters Score -1.590385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15903855.000000 Penalty: 5856.532715
	Iteration 57Q: 3 clusters Score -1.590386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15903865.000000 Penalty: 5856.532715
	Iteration 58Q: 3 clusters Score -1.590386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133170 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15903868.000000 Penalty: 5856.532715
	Iteration 59Q: 3 clusters Score -1.590387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15903871.000000 Penalty: 5856.532715
	Iteration 60F: 3 clusters Score -1.590387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15903872.000000 Penalty: 5856.532715
	Iteration 61Q: 3 clusters Score -1.590387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15903872.000000 Penalty: 5856.532715
	Iteration 62F: 3 clusters Score -1.590387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -140675.812500 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -140675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138570.578125 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -138570.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -138894.562500 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -138894.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -139096.640625 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -139096.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -139321.046875 Penalty: 3544.799072
	Iteration 3F: 3 clusters Score -139321 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -139549.453125 Penalty: 3544.799072
	Iteration 4F: 3 clusters Score -139549.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -139819.968750 Penalty: 3544.799072
	Iteration 5F: 3 clusters Score -139820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -140038.937500 Penalty: 3544.799072
	Iteration 6F: 3 clusters Score -140038.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140231.234375 Penalty: 3544.799072
	Iteration 7F: 3 clusters Score -140231.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -140432.250000 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -140432.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140621.031250 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -140621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -140703.359375 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -140703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -140729.984375 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -140730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -140737.375000 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -140737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -140748.109375 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -140748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -140754.093750 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -140754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140758.656250 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -140758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -140760.281250 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -140760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -140760.281250 Penalty: 3544.799072
	Iteration 17F: 3 clusters Score -140760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83744 members 
Mstep: Class 3 contains 49027 members 
Mstep: Class 4 contains 58920 members 
Mstep: Class 5 contains 1049 members 
Mstep: Class 6 contains 134259 members 
Mstep: Class 7 contains 221 members 
Mstep: Class 9 contains 42020 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 207891 members 
Mstep: Class 13 contains 161363 members 
Mstep: Class 14 contains 187478 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 43229 members 
Entering Unmasked Estep 
Score: -118053440.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118055168.000000 to -118053440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (42020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Entering Unmasked Estep 
Score: -5005317.500000 Penalty: 2640.183350
	Iteration 0F: 2 clusters Score -5005318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4976820.500000 Penalty: 5280.366699
	Iteration 0F: 3 clusters Score -4976820 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4987519.000000 Penalty: 5280.366699
	Iteration 1F: 3 clusters Score -4987519 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4988249.000000 Penalty: 5280.366699
	Iteration 2Q: 3 clusters Score -4988249 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4989281.500000 Penalty: 5280.366699
	Iteration 3F: 3 clusters Score -4989282 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4990872.000000 Penalty: 5280.366699
	Iteration 4F: 3 clusters Score -4990872 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4993089.500000 Penalty: 5280.366699
	Iteration 5F: 3 clusters Score -4993090 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4996028.000000 Penalty: 5280.366699
	Iteration 6F: 3 clusters Score -4996028 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4998928.000000 Penalty: 5280.366699
	Iteration 7F: 3 clusters Score -4998928 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5001104.500000 Penalty: 5280.366699
	Iteration 8F: 3 clusters Score -5001104 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5002405.000000 Penalty: 5280.366699
	Iteration 9Q: 3 clusters Score -5002405 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5002985.000000 Penalty: 5280.366699
	Iteration 10Q: 3 clusters Score -5002985 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -5003290.500000 Penalty: 5280.366699
	Iteration 11Q: 3 clusters Score -5003290 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5003538.000000 Penalty: 5280.366699
	Iteration 12Q: 3 clusters Score -5003538 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5003699.500000 Penalty: 5280.366699
	Iteration 13Q: 3 clusters Score -5003700 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5003854.000000 Penalty: 5280.366699
	Iteration 14Q: 3 clusters Score -5003854 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5003953.500000 Penalty: 5280.366699
	Iteration 15Q: 3 clusters Score -5003954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5004042.500000 Penalty: 5280.366699
	Iteration 16Q: 3 clusters Score -5004042 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -5004122.500000 Penalty: 5280.366699
	Iteration 17Q: 3 clusters Score -5004122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -5004187.500000 Penalty: 5280.366699
	Iteration 18Q: 3 clusters Score -5004188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5004224.500000 Penalty: 5280.366699
	Iteration 19Q: 3 clusters Score -5004224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5004255.000000 Penalty: 5280.366699
	Iteration 20F: 3 clusters Score -5004255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5004276.000000 Penalty: 5280.366699
	Iteration 21Q: 3 clusters Score -5004276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5004294.500000 Penalty: 5280.366699
	Iteration 22Q: 3 clusters Score -5004294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5004319.500000 Penalty: 5280.366699
	Iteration 23Q: 3 clusters Score -5004320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5004327.500000 Penalty: 5280.366699
	Iteration 24Q: 3 clusters Score -5004328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5004349.000000 Penalty: 5280.366699
	Iteration 25Q: 3 clusters Score -5004349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5004354.000000 Penalty: 5280.366699
	Iteration 26Q: 3 clusters Score -5004354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5004360.500000 Penalty: 5280.366699
	Iteration 27Q: 3 clusters Score -5004360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5004358.000000 Penalty: 5280.366699
	Iteration 28Q: 3 clusters Score -5004358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5004366.500000 Penalty: 5280.366699
	Iteration 29Q: 3 clusters Score -5004366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5004384.500000 Penalty: 5280.366699
	Iteration 30Q: 3 clusters Score -5004384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5004391.000000 Penalty: 5280.366699
	Iteration 31Q: 3 clusters Score -5004391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5004397.500000 Penalty: 5280.366699
	Iteration 32Q: 3 clusters Score -5004398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -5004397.000000 Penalty: 5280.366699
	Iteration 33Q: 3 clusters Score -5004397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5004410.000000 Penalty: 5280.366699
	Iteration 34Q: 3 clusters Score -5004410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5004411.500000 Penalty: 5280.366699
	Iteration 35Q: 3 clusters Score -5004412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5004414.000000 Penalty: 5280.366699
	Iteration 36Q: 3 clusters Score -5004414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -5004418.000000 Penalty: 5280.366699
	Iteration 37Q: 3 clusters Score -5004418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5004418.500000 Penalty: 5280.366699
	Iteration 38Q: 3 clusters Score -5004418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5004415.500000 Penalty: 5280.366699
	Iteration 39Q: 3 clusters Score -5004416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -5004415.500000 Penalty: 5280.366699
	Iteration 40F: 3 clusters Score -5004416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Entering Unmasked Estep 
Score: -2527042.500000 Penalty: 2477.015625
	Iteration 0F: 2 clusters Score -2527042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2511813.000000 Penalty: 4954.031250
	Iteration 0F: 3 clusters Score -2511813 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2517021.500000 Penalty: 4954.031250
	Iteration 1F: 3 clusters Score -2517022 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2517606.250000 Penalty: 4954.031250
	Iteration 2F: 3 clusters Score -2517606 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2518299.000000 Penalty: 4954.031250
	Iteration 3F: 3 clusters Score -2518299 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2519204.750000 Penalty: 4954.031250
	Iteration 4F: 3 clusters Score -2519205 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2520297.750000 Penalty: 4954.031250
	Iteration 5F: 3 clusters Score -2520298 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2521443.500000 Penalty: 4954.031250
	Iteration 6F: 3 clusters Score -2521444 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2522736.250000 Penalty: 4954.031250
	Iteration 7F: 3 clusters Score -2522736 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2524103.000000 Penalty: 4954.031250
	Iteration 8F: 3 clusters Score -2524103 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2525249.000000 Penalty: 4954.031250
	Iteration 9F: 3 clusters Score -2525249 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2526022.250000 Penalty: 4954.031250
	Iteration 10Q: 3 clusters Score -2526022 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2526358.750000 Penalty: 4954.031250
	Iteration 11Q: 3 clusters Score -2526359 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2526462.250000 Penalty: 4954.031250
	Iteration 12Q: 3 clusters Score -2526462 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2526494.750000 Penalty: 4954.031250
	Iteration 13Q: 3 clusters Score -2526495 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2526522.750000 Penalty: 4954.031250
	Iteration 14Q: 3 clusters Score -2526523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2526537.250000 Penalty: 4954.031250
	Iteration 15Q: 3 clusters Score -2526537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2526534.250000 Penalty: 4954.031250
	Iteration 16Q: 3 clusters Score -2526534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2526534.750000 Penalty: 4954.031250
	Iteration 17Q: 3 clusters Score -2526535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2526538.500000 Penalty: 4954.031250
	Iteration 18Q: 3 clusters Score -2526538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2526542.250000 Penalty: 4954.031250
	Iteration 19Q: 3 clusters Score -2526542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2526546.250000 Penalty: 4954.031250
	Iteration 20F: 3 clusters Score -2526546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2526542.500000 Penalty: 4954.031250
	Iteration 21Q: 3 clusters Score -2526542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2526547.000000 Penalty: 4954.031250
	Iteration 22Q: 3 clusters Score -2526547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2526547.500000 Penalty: 4954.031250
	Iteration 23Q: 3 clusters Score -2526548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2526547.750000 Penalty: 4954.031250
	Iteration 24Q: 3 clusters Score -2526548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2526550.250000 Penalty: 4954.031250
	Iteration 25Q: 3 clusters Score -2526550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2526548.500000 Penalty: 4954.031250
	Iteration 26Q: 3 clusters Score -2526548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2526548.500000 Penalty: 4954.031250
	Iteration 27F: 3 clusters Score -2526548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (207891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207891 members 
Entering Unmasked Estep 
Score: -24413304.000000 Penalty: 3036.702637
	Iteration 0F: 2 clusters Score -2.44133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -24280688.000000 Penalty: 6073.405273
	Iteration 0F: 3 clusters Score -2.428069e+07 nChanged 99879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -24338702.000000 Penalty: 6073.405273
	Iteration 1F: 3 clusters Score -2.43387e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -24339712.000000 Penalty: 6073.405273
	Iteration 2Q: 3 clusters Score -2.433971e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -24340856.000000 Penalty: 6073.405273
	Iteration 3Q: 3 clusters Score -2.434086e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -24342674.000000 Penalty: 6073.405273
	Iteration 4Q: 3 clusters Score -2.434267e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -24345628.000000 Penalty: 6073.405273
	Iteration 5Q: 3 clusters Score -2.434563e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -24350296.000000 Penalty: 6073.405273
	Iteration 6Q: 3 clusters Score -2.43503e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 138255 members 
Entering Unmasked Estep 
Score: -24357852.000000 Penalty: 6073.405273
	Iteration 7F: 3 clusters Score -2.435785e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -24368702.000000 Penalty: 6073.405273
	Iteration 8F: 3 clusters Score -2.43687e+07 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 167497 members 
Entering Unmasked Estep 
Score: -24380452.000000 Penalty: 6073.405273
	Iteration 9F: 3 clusters Score -2.438045e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 181477 members 
Entering Unmasked Estep 
Score: -24390906.000000 Penalty: 6073.405273
	Iteration 10F: 3 clusters Score -2.439091e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 191987 members 
Entering Unmasked Estep 
Score: -24399080.000000 Penalty: 6073.405273
	Iteration 11F: 3 clusters Score -2.439908e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 198542 members 
Entering Unmasked Estep 
Score: -24404444.000000 Penalty: 6073.405273
	Iteration 12Q: 3 clusters Score -2.440444e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 202367 members 
Entering Unmasked Estep 
Score: -24407274.000000 Penalty: 6073.405273
	Iteration 13Q: 3 clusters Score -2.440727e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 204578 members 
Entering Unmasked Estep 
Score: -24408748.000000 Penalty: 6073.405273
	Iteration 14Q: 3 clusters Score -2.440875e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 205790 members 
Entering Unmasked Estep 
Score: -24409674.000000 Penalty: 6073.405273
	Iteration 15Q: 3 clusters Score -2.440967e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 206460 members 
Entering Unmasked Estep 
Score: -24410158.000000 Penalty: 6073.405273
	Iteration 16Q: 3 clusters Score -2.441016e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 206799 members 
Entering Unmasked Estep 
Score: -24410432.000000 Penalty: 6073.405273
	Iteration 17Q: 3 clusters Score -2.441043e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 206974 members 
Entering Unmasked Estep 
Score: -24410492.000000 Penalty: 6073.405273
	Iteration 18Q: 3 clusters Score -2.441049e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 207093 members 
Entering Unmasked Estep 
Score: -24410602.000000 Penalty: 6073.405273
	Iteration 19Q: 3 clusters Score -2.44106e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 207168 members 
Entering Unmasked Estep 
Score: -24410620.000000 Penalty: 6073.405273
	Iteration 20F: 3 clusters Score -2.441062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 207216 members 
Entering Unmasked Estep 
Score: -24410674.000000 Penalty: 6073.405273
	Iteration 21Q: 3 clusters Score -2.441067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 207245 members 
Entering Unmasked Estep 
Score: -24410682.000000 Penalty: 6073.405273
	Iteration 22Q: 3 clusters Score -2.441068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 207256 members 
Entering Unmasked Estep 
Score: -24410714.000000 Penalty: 6073.405273
	Iteration 23Q: 3 clusters Score -2.441071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 207269 members 
Entering Unmasked Estep 
Score: -24410722.000000 Penalty: 6073.405273
	Iteration 24Q: 3 clusters Score -2.441072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207276 members 
Entering Unmasked Estep 
Score: -24410734.000000 Penalty: 6073.405273
	Iteration 25Q: 3 clusters Score -2.441073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 207284 members 
Entering Unmasked Estep 
Score: -24410730.000000 Penalty: 6073.405273
	Iteration 26Q: 3 clusters Score -2.441073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 207292 members 
Entering Unmasked Estep 
Score: -24410740.000000 Penalty: 6073.405273
	Iteration 27Q: 3 clusters Score -2.441074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 207296 members 
Entering Unmasked Estep 
Score: -24410726.000000 Penalty: 6073.405273
	Iteration 28Q: 3 clusters Score -2.441073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 207301 members 
Entering Unmasked Estep 
Score: -24410724.000000 Penalty: 6073.405273
	Iteration 29Q: 3 clusters Score -2.441072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207303 members 
Entering Unmasked Estep 
Score: -24410738.000000 Penalty: 6073.405273
	Iteration 30Q: 3 clusters Score -2.441074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 207307 members 
Entering Unmasked Estep 
Score: -24410740.000000 Penalty: 6073.405273
	Iteration 31Q: 3 clusters Score -2.441074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -24410752.000000 Penalty: 6073.405273
	Iteration 32Q: 3 clusters Score -2.441075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 207314 members 
Entering Unmasked Estep 
Score: -24410752.000000 Penalty: 6073.405273
	Iteration 33Q: 3 clusters Score -2.441075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 207319 members 
Entering Unmasked Estep 
Score: -24410778.000000 Penalty: 6073.405273
	Iteration 34Q: 3 clusters Score -2.441078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 207322 members 
Entering Unmasked Estep 
Score: -24410780.000000 Penalty: 6073.405273
	Iteration 35Q: 3 clusters Score -2.441078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 207325 members 
Entering Unmasked Estep 
Score: -24410778.000000 Penalty: 6073.405273
	Iteration 36Q: 3 clusters Score -2.441078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 207327 members 
Entering Unmasked Estep 
Score: -24410766.000000 Penalty: 6073.405273
	Iteration 37Q: 3 clusters Score -2.441077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207331 members 
Entering Unmasked Estep 
Score: -24410766.000000 Penalty: 6073.405273
	Iteration 38Q: 3 clusters Score -2.441077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207331 members 
Entering Unmasked Estep 
Score: -24410766.000000 Penalty: 6073.405273
	Iteration 39F: 3 clusters Score -2.441077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Entering Unmasked Estep 
Score: -19076568.000000 Penalty: 2973.870117
	Iteration 0F: 2 clusters Score -1.907657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -18969930.000000 Penalty: 5947.740234
	Iteration 0F: 3 clusters Score -1.896993e+07 nChanged 77225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -19014902.000000 Penalty: 5947.740234
	Iteration 1F: 3 clusters Score -1.90149e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -19016208.000000 Penalty: 5947.740234
	Iteration 2Q: 3 clusters Score -1.901621e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -19017850.000000 Penalty: 5947.740234
	Iteration 3Q: 3 clusters Score -1.901785e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -19020676.000000 Penalty: 5947.740234
	Iteration 4Q: 3 clusters Score -1.902068e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -19025440.000000 Penalty: 5947.740234
	Iteration 5F: 3 clusters Score -1.902544e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -19032904.000000 Penalty: 5947.740234
	Iteration 6F: 3 clusters Score -1.90329e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -19043388.000000 Penalty: 5947.740234
	Iteration 7F: 3 clusters Score -1.904339e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -19054746.000000 Penalty: 5947.740234
	Iteration 8F: 3 clusters Score -1.905475e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -19063696.000000 Penalty: 5947.740234
	Iteration 9F: 3 clusters Score -1.90637e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -19068966.000000 Penalty: 5947.740234
	Iteration 10Q: 3 clusters Score -1.906897e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -19071514.000000 Penalty: 5947.740234
	Iteration 11Q: 3 clusters Score -1.907151e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -19072566.000000 Penalty: 5947.740234
	Iteration 12Q: 3 clusters Score -1.907257e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -19073118.000000 Penalty: 5947.740234
	Iteration 13Q: 3 clusters Score -1.907312e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -19073542.000000 Penalty: 5947.740234
	Iteration 14Q: 3 clusters Score -1.907354e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -19073874.000000 Penalty: 5947.740234
	Iteration 15Q: 3 clusters Score -1.907387e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154977 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -19074088.000000 Penalty: 5947.740234
	Iteration 16Q: 3 clusters Score -1.907409e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155574 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -19074274.000000 Penalty: 5947.740234
	Iteration 17Q: 3 clusters Score -1.907427e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -19074384.000000 Penalty: 5947.740234
	Iteration 18Q: 3 clusters Score -1.907438e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -19074518.000000 Penalty: 5947.740234
	Iteration 19Q: 3 clusters Score -1.907452e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156830 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -19074610.000000 Penalty: 5947.740234
	Iteration 20F: 3 clusters Score -1.907461e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -19074630.000000 Penalty: 5947.740234
	Iteration 21Q: 3 clusters Score -1.907463e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -19074666.000000 Penalty: 5947.740234
	Iteration 22Q: 3 clusters Score -1.907467e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -19074684.000000 Penalty: 5947.740234
	Iteration 23Q: 3 clusters Score -1.907468e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157740 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -19074682.000000 Penalty: 5947.740234
	Iteration 24Q: 3 clusters Score -1.907468e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -19074728.000000 Penalty: 5947.740234
	Iteration 25Q: 3 clusters Score -1.907473e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -19074702.000000 Penalty: 5947.740234
	Iteration 26Q: 3 clusters Score -1.90747e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19074696.000000 Penalty: 5947.740234
	Iteration 27Q: 3 clusters Score -1.90747e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -19074740.000000 Penalty: 5947.740234
	Iteration 28Q: 3 clusters Score -1.907474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19074750.000000 Penalty: 5947.740234
	Iteration 29Q: 3 clusters Score -1.907475e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -19074740.000000 Penalty: 5947.740234
	Iteration 30Q: 3 clusters Score -1.907474e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158412 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19074750.000000 Penalty: 5947.740234
	Iteration 31Q: 3 clusters Score -1.907475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -19074778.000000 Penalty: 5947.740234
	Iteration 32Q: 3 clusters Score -1.907478e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19074766.000000 Penalty: 5947.740234
	Iteration 33Q: 3 clusters Score -1.907477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19074774.000000 Penalty: 5947.740234
	Iteration 34Q: 3 clusters Score -1.907477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19074794.000000 Penalty: 5947.740234
	Iteration 35Q: 3 clusters Score -1.907479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19074778.000000 Penalty: 5947.740234
	Iteration 36Q: 3 clusters Score -1.907478e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -19074770.000000 Penalty: 5947.740234
	Iteration 37Q: 3 clusters Score -1.907477e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19074778.000000 Penalty: 5947.740234
	Iteration 38Q: 3 clusters Score -1.907478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19074754.000000 Penalty: 5947.740234
	Iteration 39Q: 3 clusters Score -1.907475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -19074726.000000 Penalty: 5947.740234
	Iteration 40F: 3 clusters Score -1.907473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -19074734.000000 Penalty: 5947.740234
	Iteration 41Q: 3 clusters Score -1.907473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -19074744.000000 Penalty: 5947.740234
	Iteration 42Q: 3 clusters Score -1.907474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19074748.000000 Penalty: 5947.740234
	Iteration 43Q: 3 clusters Score -1.907475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19074756.000000 Penalty: 5947.740234
	Iteration 44Q: 3 clusters Score -1.907476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -19074754.000000 Penalty: 5947.740234
	Iteration 45Q: 3 clusters Score -1.907475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -19074756.000000 Penalty: 5947.740234
	Iteration 46Q: 3 clusters Score -1.907476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -19074748.000000 Penalty: 5947.740234
	Iteration 47Q: 3 clusters Score -1.907475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -19074744.000000 Penalty: 5947.740234
	Iteration 48Q: 3 clusters Score -1.907474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19074748.000000 Penalty: 5947.740234
	Iteration 49Q: 3 clusters Score -1.907475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19074750.000000 Penalty: 5947.740234
	Iteration 50Q: 3 clusters Score -1.907475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19074784.000000 Penalty: 5947.740234
	Iteration 51Q: 3 clusters Score -1.907478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159268 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19074782.000000 Penalty: 5947.740234
	Iteration 52Q: 3 clusters Score -1.907478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19074798.000000 Penalty: 5947.740234
	Iteration 53Q: 3 clusters Score -1.90748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159278 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -19074786.000000 Penalty: 5947.740234
	Iteration 54Q: 3 clusters Score -1.907479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159283 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19074778.000000 Penalty: 5947.740234
	Iteration 55Q: 3 clusters Score -1.907478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19074772.000000 Penalty: 5947.740234
	Iteration 56Q: 3 clusters Score -1.907477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19074768.000000 Penalty: 5947.740234
	Iteration 57Q: 3 clusters Score -1.907477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159289 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19074772.000000 Penalty: 5947.740234
	Iteration 58Q: 3 clusters Score -1.907477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19074776.000000 Penalty: 5947.740234
	Iteration 59Q: 3 clusters Score -1.907478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19074766.000000 Penalty: 5947.740234
	Iteration 60F: 3 clusters Score -1.907477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159296 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19074776.000000 Penalty: 5947.740234
	Iteration 61Q: 3 clusters Score -1.907478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159296 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19074776.000000 Penalty: 5947.740234
	Iteration 62F: 3 clusters Score -1.907478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (187478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Entering Unmasked Estep 
Score: -22257422.000000 Penalty: 3011.071289
	Iteration 0F: 2 clusters Score -2.225742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -22144394.000000 Penalty: 6022.142578
	Iteration 0F: 3 clusters Score -2.214439e+07 nChanged 89836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -22197010.000000 Penalty: 6022.142578
	Iteration 1F: 3 clusters Score -2.219701e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -22198072.000000 Penalty: 6022.142578
	Iteration 2Q: 3 clusters Score -2.219807e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -22199978.000000 Penalty: 6022.142578
	Iteration 3Q: 3 clusters Score -2.219998e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -22203038.000000 Penalty: 6022.142578
	Iteration 4Q: 3 clusters Score -2.220304e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -22209082.000000 Penalty: 6022.142578
	Iteration 5F: 3 clusters Score -2.220908e+07 nChanged 14875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139313 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -22220074.000000 Penalty: 6022.142578
	Iteration 6F: 3 clusters Score -2.222007e+07 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -22235458.000000 Penalty: 6022.142578
	Iteration 7F: 3 clusters Score -2.223546e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172605 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -22247694.000000 Penalty: 6022.142578
	Iteration 8F: 3 clusters Score -2.224769e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182527 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -22252734.000000 Penalty: 6022.142578
	Iteration 9F: 3 clusters Score -2.225273e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186047 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22254198.000000 Penalty: 6022.142578
	Iteration 10Q: 3 clusters Score -2.22542e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186896 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22254562.000000 Penalty: 6022.142578
	Iteration 11Q: 3 clusters Score -2.225456e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22254766.000000 Penalty: 6022.142578
	Iteration 12Q: 3 clusters Score -2.225477e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22254872.000000 Penalty: 6022.142578
	Iteration 13Q: 3 clusters Score -2.225487e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22254920.000000 Penalty: 6022.142578
	Iteration 14Q: 3 clusters Score -2.225492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22254974.000000 Penalty: 6022.142578
	Iteration 15Q: 3 clusters Score -2.225497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22255020.000000 Penalty: 6022.142578
	Iteration 16Q: 3 clusters Score -2.225502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22255026.000000 Penalty: 6022.142578
	Iteration 17Q: 3 clusters Score -2.225503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22255026.000000 Penalty: 6022.142578
	Iteration 18Q: 3 clusters Score -2.225503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22255056.000000 Penalty: 6022.142578
	Iteration 19Q: 3 clusters Score -2.225506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22255050.000000 Penalty: 6022.142578
	Iteration 20F: 3 clusters Score -2.225505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187160 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22255088.000000 Penalty: 6022.142578
	Iteration 21Q: 3 clusters Score -2.225509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22255132.000000 Penalty: 6022.142578
	Iteration 22Q: 3 clusters Score -2.225513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22255154.000000 Penalty: 6022.142578
	Iteration 23Q: 3 clusters Score -2.225515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22255168.000000 Penalty: 6022.142578
	Iteration 24Q: 3 clusters Score -2.225517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22255192.000000 Penalty: 6022.142578
	Iteration 25Q: 3 clusters Score -2.225519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187145 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22255184.000000 Penalty: 6022.142578
	Iteration 26Q: 3 clusters Score -2.225518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187143 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22255222.000000 Penalty: 6022.142578
	Iteration 27Q: 3 clusters Score -2.225522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187140 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22255234.000000 Penalty: 6022.142578
	Iteration 28Q: 3 clusters Score -2.225523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22255244.000000 Penalty: 6022.142578
	Iteration 29Q: 3 clusters Score -2.225524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187128 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22255278.000000 Penalty: 6022.142578
	Iteration 30Q: 3 clusters Score -2.225528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187120 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22255280.000000 Penalty: 6022.142578
	Iteration 31Q: 3 clusters Score -2.225528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187115 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22255288.000000 Penalty: 6022.142578
	Iteration 32Q: 3 clusters Score -2.225529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187107 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22255312.000000 Penalty: 6022.142578
	Iteration 33Q: 3 clusters Score -2.225531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187098 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22255358.000000 Penalty: 6022.142578
	Iteration 34Q: 3 clusters Score -2.225536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22255352.000000 Penalty: 6022.142578
	Iteration 35Q: 3 clusters Score -2.225535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22255388.000000 Penalty: 6022.142578
	Iteration 36Q: 3 clusters Score -2.225539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187078 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22255388.000000 Penalty: 6022.142578
	Iteration 37Q: 3 clusters Score -2.225539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22255402.000000 Penalty: 6022.142578
	Iteration 38Q: 3 clusters Score -2.22554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22255426.000000 Penalty: 6022.142578
	Iteration 39Q: 3 clusters Score -2.225543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187067 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22255456.000000 Penalty: 6022.142578
	Iteration 40F: 3 clusters Score -2.225546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22255470.000000 Penalty: 6022.142578
	Iteration 41Q: 3 clusters Score -2.225547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187051 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -22255492.000000 Penalty: 6022.142578
	Iteration 42Q: 3 clusters Score -2.225549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22255516.000000 Penalty: 6022.142578
	Iteration 43Q: 3 clusters Score -2.225552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22255534.000000 Penalty: 6022.142578
	Iteration 44Q: 3 clusters Score -2.225553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22255540.000000 Penalty: 6022.142578
	Iteration 45Q: 3 clusters Score -2.225554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22255538.000000 Penalty: 6022.142578
	Iteration 46Q: 3 clusters Score -2.225554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22255564.000000 Penalty: 6022.142578
	Iteration 47Q: 3 clusters Score -2.225556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187017 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22255570.000000 Penalty: 6022.142578
	Iteration 48Q: 3 clusters Score -2.225557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22255584.000000 Penalty: 6022.142578
	Iteration 49Q: 3 clusters Score -2.225558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187006 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22255596.000000 Penalty: 6022.142578
	Iteration 50Q: 3 clusters Score -2.22556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187002 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22255616.000000 Penalty: 6022.142578
	Iteration 51Q: 3 clusters Score -2.225562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187001 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22255610.000000 Penalty: 6022.142578
	Iteration 52Q: 3 clusters Score -2.225561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186995 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22255596.000000 Penalty: 6022.142578
	Iteration 53Q: 3 clusters Score -2.22556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186992 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22255596.000000 Penalty: 6022.142578
	Iteration 54Q: 3 clusters Score -2.22556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186989 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22255600.000000 Penalty: 6022.142578
	Iteration 55Q: 3 clusters Score -2.22556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186986 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22255606.000000 Penalty: 6022.142578
	Iteration 56Q: 3 clusters Score -2.225561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186985 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22255604.000000 Penalty: 6022.142578
	Iteration 57Q: 3 clusters Score -2.22556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22255608.000000 Penalty: 6022.142578
	Iteration 58Q: 3 clusters Score -2.225561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22255608.000000 Penalty: 6022.142578
	Iteration 59F: 3 clusters Score -2.225561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -317619.375000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -317619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314518.500000 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -314518.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315076.312500 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -315076.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315207.562500 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -315207.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -315290.812500 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -315290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -315357.375000 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -315357.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315400.625000 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -315400.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315431.468750 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -315431.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -315446.843750 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -315446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315463.500000 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -315463.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315475.781250 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -315475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -315485.125000 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -315485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -315491.468750 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -315491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -315498.125000 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -315498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315505.281250 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -315505.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315511.312500 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -315511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -315514.406250 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -315514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315516.125000 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -315516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315517.375000 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -315517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -315518.687500 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -315518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -315518.781250 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -315518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -315522.156250 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -315522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315525.937500 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -315525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -315527.656250 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -315527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315528.750000 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -315528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315529.968750 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -315530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315530.906250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -315530.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315531.062500 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -315531.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -315531.062500 Penalty: 3927.639893
	Iteration 27F: 3 clusters Score -315531.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -706934.000000 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -706934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -701681.062500 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -701681.1 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -703006.875000 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -703006.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -703274.062500 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -703274.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -703459.125000 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -703459.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -703600.812500 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -703600.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -703742.125000 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -703742.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -703897.000000 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -703897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -704053.562500 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -704053.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -704211.312500 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -704211.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -704371.750000 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -704371.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -704558.687500 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -704558.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -704733.437500 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -704733.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -704854.437500 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -704854.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -704928.125000 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -704928.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -704984.125000 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -704984.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -705027.875000 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -705027.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -705054.375000 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -705054.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -705068.875000 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -705068.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -705087.750000 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -705087.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -705098.875000 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -705098.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -705107.375000 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -705107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -705111.687500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -705111.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -705118.375000 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -705118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -705124.187500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -705124.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -705126.875000 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -705126.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -705131.125000 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -705131.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -705134.187500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -705134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -705139.187500 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -705139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -705139.500000 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -705139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -705141.500000 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -705141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -705142.812500 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -705142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -705142.625000 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -705142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -705142.437500 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -705142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -705142.625000 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -705142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -705146.125000 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -705146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -705145.937500 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -705145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -705146.562500 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -705146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -705147.562500 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -705147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -705148.750000 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -705148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -705149.250000 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -705149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -705150.375000 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -705150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -705150.625000 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -705150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -705151.562500 Penalty: 4325.429688
	Iteration 42Q: 3 clusters Score -705151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -705151.500000 Penalty: 4325.429688
	Iteration 43Q: 3 clusters Score -705151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -705151.500000 Penalty: 4325.429688
	Iteration 44F: 3 clusters Score -705151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1845579.125000 Penalty: 2393.139404
	Iteration 0F: 2 clusters Score -1845579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1834454.250000 Penalty: 4786.278809
	Iteration 0F: 3 clusters Score -1834454 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1838045.625000 Penalty: 4786.278809
	Iteration 1F: 3 clusters Score -1838046 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1838523.375000 Penalty: 4786.278809
	Iteration 2F: 3 clusters Score -1838523 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1839048.250000 Penalty: 4786.278809
	Iteration 3F: 3 clusters Score -1839048 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1839649.625000 Penalty: 4786.278809
	Iteration 4F: 3 clusters Score -1839650 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1840335.125000 Penalty: 4786.278809
	Iteration 5F: 3 clusters Score -1840335 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1841142.625000 Penalty: 4786.278809
	Iteration 6F: 3 clusters Score -1841143 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1842051.375000 Penalty: 4786.278809
	Iteration 7F: 3 clusters Score -1842051 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1842980.500000 Penalty: 4786.278809
	Iteration 8F: 3 clusters Score -1842980 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1843755.750000 Penalty: 4786.278809
	Iteration 9Q: 3 clusters Score -1843756 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1844155.125000 Penalty: 4786.278809
	Iteration 10Q: 3 clusters Score -1844155 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1844272.000000 Penalty: 4786.278809
	Iteration 11Q: 3 clusters Score -1844272 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1844313.875000 Penalty: 4786.278809
	Iteration 12Q: 3 clusters Score -1844314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1844330.500000 Penalty: 4786.278809
	Iteration 13Q: 3 clusters Score -1844330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1844337.500000 Penalty: 4786.278809
	Iteration 14Q: 3 clusters Score -1844338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1844345.250000 Penalty: 4786.278809
	Iteration 15Q: 3 clusters Score -1844345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1844349.500000 Penalty: 4786.278809
	Iteration 16Q: 3 clusters Score -1844350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1844354.625000 Penalty: 4786.278809
	Iteration 17Q: 3 clusters Score -1844355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1844358.000000 Penalty: 4786.278809
	Iteration 18Q: 3 clusters Score -1844358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1844362.250000 Penalty: 4786.278809
	Iteration 19Q: 3 clusters Score -1844362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1844362.250000 Penalty: 4786.278809
	Iteration 20F: 3 clusters Score -1844362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1844361.250000 Penalty: 4786.278809
	Iteration 21Q: 3 clusters Score -1844361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1844360.625000 Penalty: 4786.278809
	Iteration 22Q: 3 clusters Score -1844361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1844360.750000 Penalty: 4786.278809
	Iteration 23Q: 3 clusters Score -1844361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1844359.375000 Penalty: 4786.278809
	Iteration 24Q: 3 clusters Score -1844359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1844361.875000 Penalty: 4786.278809
	Iteration 25Q: 3 clusters Score -1844362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1844364.500000 Penalty: 4786.278809
	Iteration 26Q: 3 clusters Score -1844364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1844363.750000 Penalty: 4786.278809
	Iteration 27Q: 3 clusters Score -1844364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1844364.000000 Penalty: 4786.278809
	Iteration 28Q: 3 clusters Score -1844364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1844364.000000 Penalty: 4786.278809
	Iteration 29F: 3 clusters Score -1844364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -103171.312500 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -103171.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101365.445312 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -101365.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101835.671875 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -101835.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102084.882812 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -102084.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102243.929688 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -102243.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102401.710938 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -102401.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102550.062500 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -102550.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102641.429688 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -102641.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102685.070312 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -102685.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102725.960938 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -102726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102748.164062 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -102748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102764.914062 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -102764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102774.531250 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -102774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102781.492188 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -102781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102786.445312 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -102786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102793.015625 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -102793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102794.164062 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -102794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102794.710938 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -102794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102795.335938 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -102795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102795.335938 Penalty: 3438.977783
	Iteration 18F: 3 clusters Score -102795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Entering Unmasked Estep 
Score: -5176533.500000 Penalty: 2647.218262
	Iteration 0F: 2 clusters Score -5176534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5147229.500000 Penalty: 5294.436523
	Iteration 0F: 3 clusters Score -5147230 nChanged 19823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5158180.000000 Penalty: 5294.436523
	Iteration 1F: 3 clusters Score -5158180 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5158734.500000 Penalty: 5294.436523
	Iteration 2Q: 3 clusters Score -5158734 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5159337.500000 Penalty: 5294.436523
	Iteration 3Q: 3 clusters Score -5159338 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5160158.500000 Penalty: 5294.436523
	Iteration 4Q: 3 clusters Score -5160158 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -5161413.500000 Penalty: 5294.436523
	Iteration 5F: 3 clusters Score -5161414 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5163480.500000 Penalty: 5294.436523
	Iteration 6F: 3 clusters Score -5163480 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5166399.000000 Penalty: 5294.436523
	Iteration 7F: 3 clusters Score -5166399 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5169658.500000 Penalty: 5294.436523
	Iteration 8F: 3 clusters Score -5169658 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5172157.500000 Penalty: 5294.436523
	Iteration 9F: 3 clusters Score -5172158 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5173370.000000 Penalty: 5294.436523
	Iteration 10Q: 3 clusters Score -5173370 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5173862.000000 Penalty: 5294.436523
	Iteration 11Q: 3 clusters Score -5173862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5174042.000000 Penalty: 5294.436523
	Iteration 12Q: 3 clusters Score -5174042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5174121.000000 Penalty: 5294.436523
	Iteration 13Q: 3 clusters Score -5174121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5174154.500000 Penalty: 5294.436523
	Iteration 14Q: 3 clusters Score -5174154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5174187.500000 Penalty: 5294.436523
	Iteration 15Q: 3 clusters Score -5174188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5174198.500000 Penalty: 5294.436523
	Iteration 16Q: 3 clusters Score -5174198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5174206.000000 Penalty: 5294.436523
	Iteration 17Q: 3 clusters Score -5174206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -5174207.500000 Penalty: 5294.436523
	Iteration 18Q: 3 clusters Score -5174208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5174213.000000 Penalty: 5294.436523
	Iteration 19Q: 3 clusters Score -5174213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5174216.000000 Penalty: 5294.436523
	Iteration 20F: 3 clusters Score -5174216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5174217.500000 Penalty: 5294.436523
	Iteration 21Q: 3 clusters Score -5174218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5174217.500000 Penalty: 5294.436523
	Iteration 22F: 3 clusters Score -5174218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83744 members 
Mstep: Class 3 contains 49027 members 
Mstep: Class 4 contains 58920 members 
Mstep: Class 6 contains 134259 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42020 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 207891 members 
Mstep: Class 13 contains 161363 members 
Mstep: Class 14 contains 187478 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 43229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055056.000000 Penalty: 54895.289062
Iteration 279Q: 17 clusters Score -1.180551e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 83778 members 
Mstep: Class 3 contains 49019 members 
Mstep: Class 4 contains 58912 members 
Mstep: Class 6 contains 133864 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42061 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 208032 members 
Mstep: Class 13 contains 161400 members 
Mstep: Class 14 contains 187511 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 15384 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 43489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055024.000000 Penalty: 54895.289062
Iteration 280F: 17 clusters Score -1.18055e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83827 members 
Mstep: Class 3 contains 49006 members 
Mstep: Class 4 contains 58912 members 
Mstep: Class 6 contains 133474 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42097 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 208153 members 
Mstep: Class 13 contains 161439 members 
Mstep: Class 14 contains 187542 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 43779 members 
Entering Unmasked Estep 
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Iteration 281Q: 17 clusters Score -1.180553e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83865 members 
Mstep: Class 3 contains 48988 members 
Mstep: Class 4 contains 58913 members 
Mstep: Class 6 contains 133051 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42136 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 208320 members 
Mstep: Class 13 contains 161463 members 
Mstep: Class 14 contains 187577 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 15068 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 44068 members 
Entering Unmasked Estep 
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Iteration 282Q: 17 clusters Score -1.180553e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83907 members 
Mstep: Class 3 contains 48970 members 
Mstep: Class 4 contains 58916 members 
Mstep: Class 6 contains 132634 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42163 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 208476 members 
Mstep: Class 13 contains 161510 members 
Mstep: Class 14 contains 187604 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 44343 members 
Entering Unmasked Estep 
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Iteration 283Q: 17 clusters Score -1.180553e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 83954 members 
Mstep: Class 3 contains 48947 members 
Mstep: Class 4 contains 58909 members 
Mstep: Class 6 contains 132191 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 208659 members 
Mstep: Class 13 contains 161549 members 
Mstep: Class 14 contains 187622 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 14789 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 44627 members 
Entering Unmasked Estep 
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Iteration 284Q: 17 clusters Score -1.180551e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 84014 members 
Mstep: Class 3 contains 48923 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 6 contains 131752 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42243 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 208815 members 
Mstep: Class 13 contains 161594 members 
Mstep: Class 14 contains 187649 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 14650 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 44902 members 
Entering Unmasked Estep 
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Iteration 285Q: 17 clusters Score -1.180552e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 84092 members 
Mstep: Class 3 contains 48918 members 
Mstep: Class 4 contains 58902 members 
Mstep: Class 6 contains 131299 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42289 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 208963 members 
Mstep: Class 13 contains 161670 members 
Mstep: Class 14 contains 187649 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 14511 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 45154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 17 clusters Score -1.18055e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 84156 members 
Mstep: Class 3 contains 48913 members 
Mstep: Class 4 contains 58904 members 
Mstep: Class 6 contains 130835 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42323 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 209101 members 
Mstep: Class 13 contains 161741 members 
Mstep: Class 14 contains 187667 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 14345 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 45461 members 
Entering Unmasked Estep 
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Iteration 287Q: 17 clusters Score -1.18055e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 84217 members 
Mstep: Class 3 contains 48899 members 
Mstep: Class 4 contains 58899 members 
Mstep: Class 6 contains 130338 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 9 contains 42352 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 209255 members 
Mstep: Class 13 contains 161839 members 
Mstep: Class 14 contains 187687 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 14179 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 45782 members 
Entering Unmasked Estep 
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Iteration 288Q: 17 clusters Score -1.180552e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 84294 members 
Mstep: Class 3 contains 48898 members 
Mstep: Class 4 contains 58902 members 
Mstep: Class 6 contains 129813 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42393 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 209403 members 
Mstep: Class 13 contains 161969 members 
Mstep: Class 14 contains 187704 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 14005 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 46068 members 
Entering Unmasked Estep 
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Iteration 289Q: 17 clusters Score -1.180554e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 84367 members 
Mstep: Class 3 contains 48887 members 
Mstep: Class 4 contains 58911 members 
Mstep: Class 6 contains 129245 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42425 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 209591 members 
Mstep: Class 13 contains 162089 members 
Mstep: Class 14 contains 187739 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 46387 members 
Entering Unmasked Estep 
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Iteration 290Q: 17 clusters Score -1.180556e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84450 members 
Mstep: Class 3 contains 48882 members 
Mstep: Class 4 contains 58912 members 
Mstep: Class 6 contains 128690 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 9 contains 42455 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 209765 members 
Mstep: Class 13 contains 162227 members 
Mstep: Class 14 contains 187783 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6132 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 46676 members 
Entering Unmasked Estep 
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Iteration 291Q: 17 clusters Score -1.180556e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84521 members 
Mstep: Class 3 contains 48873 members 
Mstep: Class 4 contains 58910 members 
Mstep: Class 6 contains 128133 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 42491 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 209933 members 
Mstep: Class 13 contains 162359 members 
Mstep: Class 14 contains 187824 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 13454 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 46955 members 
Entering Unmasked Estep 
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Iteration 292Q: 17 clusters Score -1.180557e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84600 members 
Mstep: Class 3 contains 48858 members 
Mstep: Class 4 contains 58906 members 
Mstep: Class 6 contains 127582 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 210127 members 
Mstep: Class 13 contains 162497 members 
Mstep: Class 14 contains 187855 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 13298 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 47203 members 
Entering Unmasked Estep 
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Iteration 293Q: 17 clusters Score -1.180556e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84674 members 
Mstep: Class 3 contains 48844 members 
Mstep: Class 4 contains 58902 members 
Mstep: Class 6 contains 127037 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 210292 members 
Mstep: Class 13 contains 162653 members 
Mstep: Class 14 contains 187883 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 13142 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 47463 members 
Entering Unmasked Estep 
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Iteration 294Q: 17 clusters Score -1.180557e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84750 members 
Mstep: Class 3 contains 48826 members 
Mstep: Class 4 contains 58900 members 
Mstep: Class 6 contains 126485 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 210422 members 
Mstep: Class 13 contains 162806 members 
Mstep: Class 14 contains 187925 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 12974 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 47755 members 
Entering Unmasked Estep 
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Iteration 295Q: 17 clusters Score -1.180557e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 84841 members 
Mstep: Class 3 contains 48810 members 
Mstep: Class 4 contains 58890 members 
Mstep: Class 6 contains 125889 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42641 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 210586 members 
Mstep: Class 13 contains 162967 members 
Mstep: Class 14 contains 187951 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 12813 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 48065 members 
Entering Unmasked Estep 
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Iteration 296Q: 17 clusters Score -1.180558e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 84944 members 
Mstep: Class 3 contains 48804 members 
Mstep: Class 4 contains 58882 members 
Mstep: Class 6 contains 125303 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42686 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 210743 members 
Mstep: Class 13 contains 163099 members 
Mstep: Class 14 contains 187985 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 12657 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 48350 members 
Entering Unmasked Estep 
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Iteration 297Q: 17 clusters Score -1.180557e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 85039 members 
Mstep: Class 3 contains 48782 members 
Mstep: Class 4 contains 58871 members 
Mstep: Class 6 contains 124712 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42724 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 210900 members 
Mstep: Class 13 contains 163245 members 
Mstep: Class 14 contains 188028 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6132 members 
Mstep: Class 18 contains 12501 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 48647 members 
Entering Unmasked Estep 
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Iteration 298Q: 17 clusters Score -1.180557e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 85157 members 
Mstep: Class 3 contains 48766 members 
Mstep: Class 4 contains 58861 members 
Mstep: Class 6 contains 124083 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42781 members 
Mstep: Class 11 contains 21769 members 
Mstep: Class 12 contains 211033 members 
Mstep: Class 13 contains 163394 members 
Mstep: Class 14 contains 188081 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 12339 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 48964 members 
Entering Unmasked Estep 
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Iteration 299Q: 17 clusters Score -1.180556e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 85267 members 
Mstep: Class 3 contains 48765 members 
Mstep: Class 4 contains 58854 members 
Mstep: Class 6 contains 123405 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42863 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 211206 members 
Mstep: Class 13 contains 163506 members 
Mstep: Class 14 contains 188125 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 12173 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 49296 members 
Entering Unmasked Estep 
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Iteration 300F: 17 clusters Score -1.180556e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 85371 members 
Mstep: Class 3 contains 48756 members 
Mstep: Class 4 contains 58853 members 
Mstep: Class 6 contains 122707 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 42937 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 211413 members 
Mstep: Class 13 contains 163620 members 
Mstep: Class 14 contains 188181 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 11989 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 49633 members 
Entering Unmasked Estep 
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Iteration 301Q: 17 clusters Score -1.180555e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 85501 members 
Mstep: Class 3 contains 48747 members 
Mstep: Class 4 contains 58847 members 
Mstep: Class 6 contains 122031 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 11 contains 21773 members 
Mstep: Class 12 contains 211615 members 
Mstep: Class 13 contains 163700 members 
Mstep: Class 14 contains 188251 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 11799 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 49958 members 
Entering Unmasked Estep 
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Iteration 302Q: 17 clusters Score -1.180554e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 85633 members 
Mstep: Class 3 contains 48702 members 
Mstep: Class 4 contains 58845 members 
Mstep: Class 6 contains 121287 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43098 members 
Mstep: Class 11 contains 21776 members 
Mstep: Class 12 contains 211870 members 
Mstep: Class 13 contains 163815 members 
Mstep: Class 14 contains 188324 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 11604 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 50283 members 
Entering Unmasked Estep 
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Iteration 303Q: 17 clusters Score -1.180556e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 85776 members 
Mstep: Class 3 contains 48687 members 
Mstep: Class 4 contains 58842 members 
Mstep: Class 6 contains 120552 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 11 contains 21778 members 
Mstep: Class 12 contains 212075 members 
Mstep: Class 13 contains 163946 members 
Mstep: Class 14 contains 188391 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 11411 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 50604 members 
Entering Unmasked Estep 
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Iteration 304Q: 17 clusters Score -1.180556e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 85901 members 
Mstep: Class 3 contains 48679 members 
Mstep: Class 4 contains 58847 members 
Mstep: Class 6 contains 119792 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43259 members 
Mstep: Class 11 contains 21779 members 
Mstep: Class 12 contains 212307 members 
Mstep: Class 13 contains 164057 members 
Mstep: Class 14 contains 188473 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 50931 members 
Entering Unmasked Estep 
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Iteration 305Q: 17 clusters Score -1.180558e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 86016 members 
Mstep: Class 3 contains 48675 members 
Mstep: Class 4 contains 58851 members 
Mstep: Class 6 contains 119006 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43329 members 
Mstep: Class 11 contains 21782 members 
Mstep: Class 12 contains 212535 members 
Mstep: Class 13 contains 164190 members 
Mstep: Class 14 contains 188587 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 51245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055912.000000 Penalty: 54895.289062
Iteration 306Q: 17 clusters Score -1.180559e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 86144 members 
Mstep: Class 3 contains 48660 members 
Mstep: Class 4 contains 58854 members 
Mstep: Class 6 contains 118205 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43414 members 
Mstep: Class 11 contains 21784 members 
Mstep: Class 12 contains 212764 members 
Mstep: Class 13 contains 164305 members 
Mstep: Class 14 contains 188689 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 10845 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 51579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056128.000000 Penalty: 54895.289062
Iteration 307Q: 17 clusters Score -1.180561e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 86269 members 
Mstep: Class 3 contains 48643 members 
Mstep: Class 4 contains 58849 members 
Mstep: Class 6 contains 117408 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43504 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 213047 members 
Mstep: Class 13 contains 164414 members 
Mstep: Class 14 contains 188763 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 10657 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 51907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056080.000000 Penalty: 54895.289062
Iteration 308Q: 17 clusters Score -1.180561e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 86384 members 
Mstep: Class 3 contains 48605 members 
Mstep: Class 4 contains 58848 members 
Mstep: Class 6 contains 116608 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43583 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 213350 members 
Mstep: Class 13 contains 164541 members 
Mstep: Class 14 contains 188846 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 52208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056304.000000 Penalty: 54895.289062
Iteration 309Q: 17 clusters Score -1.180563e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 86496 members 
Mstep: Class 3 contains 48566 members 
Mstep: Class 4 contains 58842 members 
Mstep: Class 6 contains 115818 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43668 members 
Mstep: Class 11 contains 21788 members 
Mstep: Class 12 contains 213682 members 
Mstep: Class 13 contains 164675 members 
Mstep: Class 14 contains 188902 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6135 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 52495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056208.000000 Penalty: 54895.289062
Iteration 310Q: 17 clusters Score -1.180562e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 86607 members 
Mstep: Class 3 contains 48535 members 
Mstep: Class 4 contains 58837 members 
Mstep: Class 6 contains 115037 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43766 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 213991 members 
Mstep: Class 13 contains 164785 members 
Mstep: Class 14 contains 188953 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 10140 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 52809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056384.000000 Penalty: 54895.289062
Iteration 311Q: 17 clusters Score -1.180564e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 86716 members 
Mstep: Class 3 contains 48508 members 
Mstep: Class 4 contains 58830 members 
Mstep: Class 6 contains 114203 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 43856 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 214328 members 
Mstep: Class 13 contains 164921 members 
Mstep: Class 14 contains 189002 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 53118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056232.000000 Penalty: 54895.289062
Iteration 312Q: 17 clusters Score -1.180562e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 86838 members 
Mstep: Class 3 contains 48468 members 
Mstep: Class 4 contains 58826 members 
Mstep: Class 6 contains 113374 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 43945 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 214656 members 
Mstep: Class 13 contains 165044 members 
Mstep: Class 14 contains 189058 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 9839 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 53412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056328.000000 Penalty: 54895.289062
Iteration 313Q: 17 clusters Score -1.180563e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 86968 members 
Mstep: Class 3 contains 48430 members 
Mstep: Class 4 contains 58822 members 
Mstep: Class 6 contains 112530 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 214991 members 
Mstep: Class 13 contains 165151 members 
Mstep: Class 14 contains 189121 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 9692 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 53718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056672.000000 Penalty: 54895.289062
Iteration 314Q: 17 clusters Score -1.180567e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 87121 members 
Mstep: Class 3 contains 48391 members 
Mstep: Class 4 contains 58817 members 
Mstep: Class 6 contains 111686 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 44096 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 215353 members 
Mstep: Class 13 contains 165244 members 
Mstep: Class 14 contains 189195 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 9549 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 54007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 315Q: 17 clusters Score -1.180567e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 87261 members 
Mstep: Class 3 contains 48366 members 
Mstep: Class 4 contains 58805 members 
Mstep: Class 6 contains 110816 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 44184 members 
Mstep: Class 11 contains 21799 members 
Mstep: Class 12 contains 215739 members 
Mstep: Class 13 contains 165319 members 
Mstep: Class 14 contains 189269 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6135 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 54287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056640.000000 Penalty: 54895.289062
Iteration 316Q: 17 clusters Score -1.180566e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 87369 members 
Mstep: Class 3 contains 48342 members 
Mstep: Class 4 contains 58796 members 
Mstep: Class 6 contains 109987 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 9 contains 44258 members 
Mstep: Class 11 contains 21801 members 
Mstep: Class 12 contains 216125 members 
Mstep: Class 13 contains 165399 members 
Mstep: Class 14 contains 189337 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 54564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056392.000000 Penalty: 54895.289062
Iteration 317Q: 17 clusters Score -1.180564e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 87501 members 
Mstep: Class 3 contains 48318 members 
Mstep: Class 4 contains 58780 members 
Mstep: Class 6 contains 109146 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 44348 members 
Mstep: Class 11 contains 21804 members 
Mstep: Class 12 contains 216558 members 
Mstep: Class 13 contains 165456 members 
Mstep: Class 14 contains 189380 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 9158 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 54812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056536.000000 Penalty: 54895.289062
Iteration 318Q: 17 clusters Score -1.180565e+08 nChanged 1676
Entering ConstructFrom: 
Score: -118056536.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -300226.187500 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -300226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297190.125000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -297190.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -297788.375000 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -297788.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -297954.937500 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -297954.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298078.531250 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -298078.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298188.968750 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -298189 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298272.468750 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -298272.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298376.687500 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -298376.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -298496.906250 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -298496.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -298689.187500 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -298689.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -298902.000000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -298902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -299012.750000 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -299012.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -299081.500000 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -299081.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -299133.312500 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -299133.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299174.531250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -299174.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -299212.812500 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -299212.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -299233.531250 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -299233.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -299248.312500 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -299248.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299263.000000 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -299263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -299270.218750 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -299270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -299275.875000 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -299275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299278.781250 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -299278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299280.812500 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -299280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299283.937500 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -299283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -299285.343750 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -299285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -299285.937500 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -299285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -299285.937500 Penalty: 3919.450439
	Iteration 25F: 3 clusters Score -299285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Entering Unmasked Estep 
Score: -10400229.000000 Penalty: 2822.525635
	Iteration 0F: 2 clusters Score -1.040023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -10341226.000000 Penalty: 5645.051270
	Iteration 0F: 3 clusters Score -1.034123e+07 nChanged 41330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -10365114.000000 Penalty: 5645.051270
	Iteration 1F: 3 clusters Score -1.036511e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -10366115.000000 Penalty: 5645.051270
	Iteration 2Q: 3 clusters Score -1.036612e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -10367435.000000 Penalty: 5645.051270
	Iteration 3Q: 3 clusters Score -1.036744e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -10369484.000000 Penalty: 5645.051270
	Iteration 4Q: 3 clusters Score -1.036948e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -10372992.000000 Penalty: 5645.051270
	Iteration 5F: 3 clusters Score -1.037299e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -10378259.000000 Penalty: 5645.051270
	Iteration 6F: 3 clusters Score -1.037826e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -10384476.000000 Penalty: 5645.051270
	Iteration 7F: 3 clusters Score -1.038448e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -10390226.000000 Penalty: 5645.051270
	Iteration 8F: 3 clusters Score -1.039023e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -10393284.000000 Penalty: 5645.051270
	Iteration 9Q: 3 clusters Score -1.039328e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -10394365.000000 Penalty: 5645.051270
	Iteration 10Q: 3 clusters Score -1.039436e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -10394928.000000 Penalty: 5645.051270
	Iteration 11Q: 3 clusters Score -1.039493e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -10395367.000000 Penalty: 5645.051270
	Iteration 12Q: 3 clusters Score -1.039537e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -10395604.000000 Penalty: 5645.051270
	Iteration 13Q: 3 clusters Score -1.03956e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -10395898.000000 Penalty: 5645.051270
	Iteration 14Q: 3 clusters Score -1.03959e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -10396128.000000 Penalty: 5645.051270
	Iteration 15Q: 3 clusters Score -1.039613e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -10396289.000000 Penalty: 5645.051270
	Iteration 16Q: 3 clusters Score -1.039629e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -10396476.000000 Penalty: 5645.051270
	Iteration 17Q: 3 clusters Score -1.039648e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -10396649.000000 Penalty: 5645.051270
	Iteration 18Q: 3 clusters Score -1.039665e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -10396793.000000 Penalty: 5645.051270
	Iteration 19Q: 3 clusters Score -1.039679e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -10396956.000000 Penalty: 5645.051270
	Iteration 20F: 3 clusters Score -1.039696e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -10397082.000000 Penalty: 5645.051270
	Iteration 21Q: 3 clusters Score -1.039708e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -10397229.000000 Penalty: 5645.051270
	Iteration 22Q: 3 clusters Score -1.039723e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -10397301.000000 Penalty: 5645.051270
	Iteration 23Q: 3 clusters Score -1.03973e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10397368.000000 Penalty: 5645.051270
	Iteration 24Q: 3 clusters Score -1.039737e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -10397453.000000 Penalty: 5645.051270
	Iteration 25Q: 3 clusters Score -1.039745e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -10397512.000000 Penalty: 5645.051270
	Iteration 26Q: 3 clusters Score -1.039751e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -10397606.000000 Penalty: 5645.051270
	Iteration 27Q: 3 clusters Score -1.039761e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -10397650.000000 Penalty: 5645.051270
	Iteration 28Q: 3 clusters Score -1.039765e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -10397673.000000 Penalty: 5645.051270
	Iteration 29Q: 3 clusters Score -1.039767e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10397722.000000 Penalty: 5645.051270
	Iteration 30Q: 3 clusters Score -1.039772e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -10397771.000000 Penalty: 5645.051270
	Iteration 31Q: 3 clusters Score -1.039777e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -10397833.000000 Penalty: 5645.051270
	Iteration 32Q: 3 clusters Score -1.039783e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -10397864.000000 Penalty: 5645.051270
	Iteration 33Q: 3 clusters Score -1.039786e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -10397852.000000 Penalty: 5645.051270
	Iteration 34Q: 3 clusters Score -1.039785e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -10397888.000000 Penalty: 5645.051270
	Iteration 35Q: 3 clusters Score -1.039789e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10397906.000000 Penalty: 5645.051270
	Iteration 36Q: 3 clusters Score -1.039791e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10397934.000000 Penalty: 5645.051270
	Iteration 37Q: 3 clusters Score -1.039793e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10397962.000000 Penalty: 5645.051270
	Iteration 38Q: 3 clusters Score -1.039796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -10397955.000000 Penalty: 5645.051270
	Iteration 39Q: 3 clusters Score -1.039796e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -10397964.000000 Penalty: 5645.051270
	Iteration 40F: 3 clusters Score -1.039796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10397961.000000 Penalty: 5645.051270
	Iteration 41Q: 3 clusters Score -1.039796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10397972.000000 Penalty: 5645.051270
	Iteration 42Q: 3 clusters Score -1.039797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10397988.000000 Penalty: 5645.051270
	Iteration 43Q: 3 clusters Score -1.039799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10397969.000000 Penalty: 5645.051270
	Iteration 44Q: 3 clusters Score -1.039797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10397972.000000 Penalty: 5645.051270
	Iteration 45Q: 3 clusters Score -1.039797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10397982.000000 Penalty: 5645.051270
	Iteration 46Q: 3 clusters Score -1.039798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -10397979.000000 Penalty: 5645.051270
	Iteration 47Q: 3 clusters Score -1.039798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10397998.000000 Penalty: 5645.051270
	Iteration 48Q: 3 clusters Score -1.0398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -10398009.000000 Penalty: 5645.051270
	Iteration 49Q: 3 clusters Score -1.039801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10398007.000000 Penalty: 5645.051270
	Iteration 50Q: 3 clusters Score -1.039801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10398005.000000 Penalty: 5645.051270
	Iteration 51Q: 3 clusters Score -1.0398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -10397993.000000 Penalty: 5645.051270
	Iteration 52Q: 3 clusters Score -1.039799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -10397998.000000 Penalty: 5645.051270
	Iteration 53Q: 3 clusters Score -1.0398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10398000.000000 Penalty: 5645.051270
	Iteration 54Q: 3 clusters Score -1.0398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10398009.000000 Penalty: 5645.051270
	Iteration 55Q: 3 clusters Score -1.039801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -10398002.000000 Penalty: 5645.051270
	Iteration 56Q: 3 clusters Score -1.0398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -10398009.000000 Penalty: 5645.051270
	Iteration 57Q: 3 clusters Score -1.039801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -10398009.000000 Penalty: 5645.051270
	Iteration 58F: 3 clusters Score -1.039801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Entering Unmasked Estep 
Score: -5515523.500000 Penalty: 2674.680176
	Iteration 0F: 2 clusters Score -5515524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -5483193.000000 Penalty: 5349.360352
	Iteration 0F: 3 clusters Score -5483193 nChanged 22119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5495433.000000 Penalty: 5349.360352
	Iteration 1F: 3 clusters Score -5495433 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5495874.000000 Penalty: 5349.360352
	Iteration 2Q: 3 clusters Score -5495874 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -5496250.500000 Penalty: 5349.360352
	Iteration 3Q: 3 clusters Score -5496250 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5496566.000000 Penalty: 5349.360352
	Iteration 4Q: 3 clusters Score -5496566 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5496957.000000 Penalty: 5349.360352
	Iteration 5Q: 3 clusters Score -5496957 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5497463.000000 Penalty: 5349.360352
	Iteration 6Q: 3 clusters Score -5497463 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5498068.000000 Penalty: 5349.360352
	Iteration 7Q: 3 clusters Score -5498068 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5498945.000000 Penalty: 5349.360352
	Iteration 8Q: 3 clusters Score -5498945 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5500329.000000 Penalty: 5349.360352
	Iteration 9F: 3 clusters Score -5500329 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5502241.000000 Penalty: 5349.360352
	Iteration 10F: 3 clusters Score -5502241 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5505018.000000 Penalty: 5349.360352
	Iteration 11F: 3 clusters Score -5505018 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5507841.000000 Penalty: 5349.360352
	Iteration 12F: 3 clusters Score -5507841 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5510199.500000 Penalty: 5349.360352
	Iteration 13F: 3 clusters Score -5510200 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5511613.000000 Penalty: 5349.360352
	Iteration 14Q: 3 clusters Score -5511613 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5512380.500000 Penalty: 5349.360352
	Iteration 15Q: 3 clusters Score -5512380 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5512732.000000 Penalty: 5349.360352
	Iteration 16Q: 3 clusters Score -5512732 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5512926.500000 Penalty: 5349.360352
	Iteration 17Q: 3 clusters Score -5512926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5513061.000000 Penalty: 5349.360352
	Iteration 18Q: 3 clusters Score -5513061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5513130.500000 Penalty: 5349.360352
	Iteration 19Q: 3 clusters Score -5513130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5513174.500000 Penalty: 5349.360352
	Iteration 20F: 3 clusters Score -5513174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5513213.000000 Penalty: 5349.360352
	Iteration 21Q: 3 clusters Score -5513213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5513233.000000 Penalty: 5349.360352
	Iteration 22Q: 3 clusters Score -5513233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5513232.500000 Penalty: 5349.360352
	Iteration 23Q: 3 clusters Score -5513232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5513236.500000 Penalty: 5349.360352
	Iteration 24Q: 3 clusters Score -5513236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5513242.500000 Penalty: 5349.360352
	Iteration 25Q: 3 clusters Score -5513242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5513242.500000 Penalty: 5349.360352
	Iteration 26Q: 3 clusters Score -5513242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5513249.000000 Penalty: 5349.360352
	Iteration 27Q: 3 clusters Score -5513249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5513250.500000 Penalty: 5349.360352
	Iteration 28Q: 3 clusters Score -5513250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5513260.000000 Penalty: 5349.360352
	Iteration 29Q: 3 clusters Score -5513260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5513254.500000 Penalty: 5349.360352
	Iteration 30Q: 3 clusters Score -5513254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5513254.500000 Penalty: 5349.360352
	Iteration 31F: 3 clusters Score -5513254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Entering Unmasked Estep 
Score: -6953202.500000 Penalty: 2723.421875
	Iteration 0F: 2 clusters Score -6953202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -6913616.000000 Penalty: 5446.843750
	Iteration 0F: 3 clusters Score -6913616 nChanged 27448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6928797.500000 Penalty: 5446.843750
	Iteration 1F: 3 clusters Score -6928798 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6929318.000000 Penalty: 5446.843750
	Iteration 2Q: 3 clusters Score -6929318 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6929763.500000 Penalty: 5446.843750
	Iteration 3Q: 3 clusters Score -6929764 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -6930192.500000 Penalty: 5446.843750
	Iteration 4Q: 3 clusters Score -6930192 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -6930736.000000 Penalty: 5446.843750
	Iteration 5Q: 3 clusters Score -6930736 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6931492.000000 Penalty: 5446.843750
	Iteration 6Q: 3 clusters Score -6931492 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6932547.500000 Penalty: 5446.843750
	Iteration 7Q: 3 clusters Score -6932548 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6934094.000000 Penalty: 5446.843750
	Iteration 8F: 3 clusters Score -6934094 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -6936311.000000 Penalty: 5446.843750
	Iteration 9F: 3 clusters Score -6936311 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -6939147.000000 Penalty: 5446.843750
	Iteration 10F: 3 clusters Score -6939147 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -6942350.000000 Penalty: 5446.843750
	Iteration 11F: 3 clusters Score -6942350 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6945228.000000 Penalty: 5446.843750
	Iteration 12F: 3 clusters Score -6945228 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -6947212.500000 Penalty: 5446.843750
	Iteration 13Q: 3 clusters Score -6947212 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6948491.500000 Penalty: 5446.843750
	Iteration 14Q: 3 clusters Score -6948492 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -6949337.500000 Penalty: 5446.843750
	Iteration 15Q: 3 clusters Score -6949338 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -6949834.500000 Penalty: 5446.843750
	Iteration 16Q: 3 clusters Score -6949834 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -6950209.500000 Penalty: 5446.843750
	Iteration 17Q: 3 clusters Score -6950210 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6950413.000000 Penalty: 5446.843750
	Iteration 18Q: 3 clusters Score -6950413 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -6950584.500000 Penalty: 5446.843750
	Iteration 19Q: 3 clusters Score -6950584 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6950718.000000 Penalty: 5446.843750
	Iteration 20F: 3 clusters Score -6950718 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6950779.500000 Penalty: 5446.843750
	Iteration 21Q: 3 clusters Score -6950780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -6950821.500000 Penalty: 5446.843750
	Iteration 22Q: 3 clusters Score -6950822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6950869.000000 Penalty: 5446.843750
	Iteration 23Q: 3 clusters Score -6950869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -6950918.500000 Penalty: 5446.843750
	Iteration 24Q: 3 clusters Score -6950918 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -6950936.000000 Penalty: 5446.843750
	Iteration 25Q: 3 clusters Score -6950936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6950961.000000 Penalty: 5446.843750
	Iteration 26Q: 3 clusters Score -6950961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -6950992.500000 Penalty: 5446.843750
	Iteration 27Q: 3 clusters Score -6950992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6951015.000000 Penalty: 5446.843750
	Iteration 28Q: 3 clusters Score -6951015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -6951050.000000 Penalty: 5446.843750
	Iteration 29Q: 3 clusters Score -6951050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -6951058.000000 Penalty: 5446.843750
	Iteration 30Q: 3 clusters Score -6951058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -6951068.500000 Penalty: 5446.843750
	Iteration 31Q: 3 clusters Score -6951068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -6951074.000000 Penalty: 5446.843750
	Iteration 32Q: 3 clusters Score -6951074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -6951074.000000 Penalty: 5446.843750
	Iteration 33Q: 3 clusters Score -6951074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6951089.500000 Penalty: 5446.843750
	Iteration 34Q: 3 clusters Score -6951090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -6951101.500000 Penalty: 5446.843750
	Iteration 35Q: 3 clusters Score -6951102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -6951106.000000 Penalty: 5446.843750
	Iteration 36Q: 3 clusters Score -6951106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -6951115.500000 Penalty: 5446.843750
	Iteration 37Q: 3 clusters Score -6951116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -6951133.500000 Penalty: 5446.843750
	Iteration 38Q: 3 clusters Score -6951134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -6951138.500000 Penalty: 5446.843750
	Iteration 39Q: 3 clusters Score -6951138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6951142.000000 Penalty: 5446.843750
	Iteration 40F: 3 clusters Score -6951142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -6951150.500000 Penalty: 5446.843750
	Iteration 41Q: 3 clusters Score -6951150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -6951151.000000 Penalty: 5446.843750
	Iteration 42Q: 3 clusters Score -6951151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -6951141.500000 Penalty: 5446.843750
	Iteration 43Q: 3 clusters Score -6951142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -6951146.500000 Penalty: 5446.843750
	Iteration 44Q: 3 clusters Score -6951146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -6951152.000000 Penalty: 5446.843750
	Iteration 45Q: 3 clusters Score -6951152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -6951163.000000 Penalty: 5446.843750
	Iteration 46Q: 3 clusters Score -6951163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -6951162.500000 Penalty: 5446.843750
	Iteration 47Q: 3 clusters Score -6951162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -6951168.500000 Penalty: 5446.843750
	Iteration 48Q: 3 clusters Score -6951168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -6951169.000000 Penalty: 5446.843750
	Iteration 49Q: 3 clusters Score -6951169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -6951165.000000 Penalty: 5446.843750
	Iteration 50Q: 3 clusters Score -6951165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -6951168.000000 Penalty: 5446.843750
	Iteration 51Q: 3 clusters Score -6951168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -6951165.500000 Penalty: 5446.843750
	Iteration 52Q: 3 clusters Score -6951166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -6951169.500000 Penalty: 5446.843750
	Iteration 53Q: 3 clusters Score -6951170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -6951169.500000 Penalty: 5446.843750
	Iteration 54Q: 3 clusters Score -6951170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -6951169.500000 Penalty: 5446.843750
	Iteration 55F: 3 clusters Score -6951170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (108241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Entering Unmasked Estep 
Score: -12845329.000000 Penalty: 2874.844727
	Iteration 0F: 2 clusters Score -1.284533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -12772871.000000 Penalty: 5749.689453
	Iteration 0F: 3 clusters Score -1.277287e+07 nChanged 51313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -12802479.000000 Penalty: 5749.689453
	Iteration 1F: 3 clusters Score -1.280248e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -12803689.000000 Penalty: 5749.689453
	Iteration 2Q: 3 clusters Score -1.280369e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -12805387.000000 Penalty: 5749.689453
	Iteration 3Q: 3 clusters Score -1.280539e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -12808200.000000 Penalty: 5749.689453
	Iteration 4F: 3 clusters Score -1.28082e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -12812840.000000 Penalty: 5749.689453
	Iteration 5F: 3 clusters Score -1.281284e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -12819347.000000 Penalty: 5749.689453
	Iteration 6F: 3 clusters Score -1.281935e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -12826948.000000 Penalty: 5749.689453
	Iteration 7F: 3 clusters Score -1.282695e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -12832469.000000 Penalty: 5749.689453
	Iteration 8F: 3 clusters Score -1.283247e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -12835049.000000 Penalty: 5749.689453
	Iteration 9Q: 3 clusters Score -1.283505e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -12836053.000000 Penalty: 5749.689453
	Iteration 10Q: 3 clusters Score -1.283605e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -12836836.000000 Penalty: 5749.689453
	Iteration 11Q: 3 clusters Score -1.283684e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -12837481.000000 Penalty: 5749.689453
	Iteration 12Q: 3 clusters Score -1.283748e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -12837996.000000 Penalty: 5749.689453
	Iteration 13Q: 3 clusters Score -1.2838e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -12838542.000000 Penalty: 5749.689453
	Iteration 14Q: 3 clusters Score -1.283854e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -12839089.000000 Penalty: 5749.689453
	Iteration 15Q: 3 clusters Score -1.283909e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -12839451.000000 Penalty: 5749.689453
	Iteration 16Q: 3 clusters Score -1.283945e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -12839769.000000 Penalty: 5749.689453
	Iteration 17Q: 3 clusters Score -1.283977e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -12840053.000000 Penalty: 5749.689453
	Iteration 18Q: 3 clusters Score -1.284005e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -12840389.000000 Penalty: 5749.689453
	Iteration 19Q: 3 clusters Score -1.284039e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -12840638.000000 Penalty: 5749.689453
	Iteration 20F: 3 clusters Score -1.284064e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 97069 members 
Entering Unmasked Estep 
Score: -12840864.000000 Penalty: 5749.689453
	Iteration 21Q: 3 clusters Score -1.284086e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -12841051.000000 Penalty: 5749.689453
	Iteration 22Q: 3 clusters Score -1.284105e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -12841235.000000 Penalty: 5749.689453
	Iteration 23Q: 3 clusters Score -1.284124e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -12841404.000000 Penalty: 5749.689453
	Iteration 24Q: 3 clusters Score -1.28414e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -12841547.000000 Penalty: 5749.689453
	Iteration 25Q: 3 clusters Score -1.284155e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -12841723.000000 Penalty: 5749.689453
	Iteration 26Q: 3 clusters Score -1.284172e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -12841890.000000 Penalty: 5749.689453
	Iteration 27Q: 3 clusters Score -1.284189e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -12842014.000000 Penalty: 5749.689453
	Iteration 28Q: 3 clusters Score -1.284201e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -12842160.000000 Penalty: 5749.689453
	Iteration 29Q: 3 clusters Score -1.284216e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -12842265.000000 Penalty: 5749.689453
	Iteration 30Q: 3 clusters Score -1.284226e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -12842422.000000 Penalty: 5749.689453
	Iteration 31Q: 3 clusters Score -1.284242e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 103060 members 
Entering Unmasked Estep 
Score: -12842547.000000 Penalty: 5749.689453
	Iteration 32Q: 3 clusters Score -1.284255e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -12842579.000000 Penalty: 5749.689453
	Iteration 33Q: 3 clusters Score -1.284258e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -12842646.000000 Penalty: 5749.689453
	Iteration 34Q: 3 clusters Score -1.284265e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -12842714.000000 Penalty: 5749.689453
	Iteration 35Q: 3 clusters Score -1.284271e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -12842770.000000 Penalty: 5749.689453
	Iteration 36Q: 3 clusters Score -1.284277e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -12842857.000000 Penalty: 5749.689453
	Iteration 37Q: 3 clusters Score -1.284286e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -12842906.000000 Penalty: 5749.689453
	Iteration 38Q: 3 clusters Score -1.284291e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -12842954.000000 Penalty: 5749.689453
	Iteration 39Q: 3 clusters Score -1.284295e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -12842946.000000 Penalty: 5749.689453
	Iteration 40F: 3 clusters Score -1.284295e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -12842956.000000 Penalty: 5749.689453
	Iteration 41Q: 3 clusters Score -1.284296e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -12842999.000000 Penalty: 5749.689453
	Iteration 42Q: 3 clusters Score -1.2843e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -12843008.000000 Penalty: 5749.689453
	Iteration 43Q: 3 clusters Score -1.284301e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -12843043.000000 Penalty: 5749.689453
	Iteration 44Q: 3 clusters Score -1.284304e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 105370 members 
Entering Unmasked Estep 
Score: -12843053.000000 Penalty: 5749.689453
	Iteration 45Q: 3 clusters Score -1.284305e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -12843075.000000 Penalty: 5749.689453
	Iteration 46Q: 3 clusters Score -1.284308e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -12843061.000000 Penalty: 5749.689453
	Iteration 47Q: 3 clusters Score -1.284306e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 105575 members 
Entering Unmasked Estep 
Score: -12843106.000000 Penalty: 5749.689453
	Iteration 48Q: 3 clusters Score -1.284311e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -12843092.000000 Penalty: 5749.689453
	Iteration 49Q: 3 clusters Score -1.284309e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -12843106.000000 Penalty: 5749.689453
	Iteration 50Q: 3 clusters Score -1.284311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -12843125.000000 Penalty: 5749.689453
	Iteration 51Q: 3 clusters Score -1.284312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -12843147.000000 Penalty: 5749.689453
	Iteration 52Q: 3 clusters Score -1.284315e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -12843156.000000 Penalty: 5749.689453
	Iteration 53Q: 3 clusters Score -1.284316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -12843145.000000 Penalty: 5749.689453
	Iteration 54Q: 3 clusters Score -1.284314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -12843168.000000 Penalty: 5749.689453
	Iteration 55Q: 3 clusters Score -1.284317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -12843171.000000 Penalty: 5749.689453
	Iteration 56Q: 3 clusters Score -1.284317e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -12843163.000000 Penalty: 5749.689453
	Iteration 57Q: 3 clusters Score -1.284316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -12843172.000000 Penalty: 5749.689453
	Iteration 58Q: 3 clusters Score -1.284317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -12843168.000000 Penalty: 5749.689453
	Iteration 59Q: 3 clusters Score -1.284317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -12843167.000000 Penalty: 5749.689453
	Iteration 60F: 3 clusters Score -1.284317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -12843177.000000 Penalty: 5749.689453
	Iteration 61Q: 3 clusters Score -1.284318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -12843174.000000 Penalty: 5749.689453
	Iteration 62Q: 3 clusters Score -1.284317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -12843158.000000 Penalty: 5749.689453
	Iteration 63Q: 3 clusters Score -1.284316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -12843173.000000 Penalty: 5749.689453
	Iteration 64Q: 3 clusters Score -1.284317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -12843182.000000 Penalty: 5749.689453
	Iteration 65Q: 3 clusters Score -1.284318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -12843188.000000 Penalty: 5749.689453
	Iteration 66Q: 3 clusters Score -1.284319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -12843185.000000 Penalty: 5749.689453
	Iteration 67Q: 3 clusters Score -1.284318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -12843188.000000 Penalty: 5749.689453
	Iteration 68Q: 3 clusters Score -1.284319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -12843185.000000 Penalty: 5749.689453
	Iteration 69Q: 3 clusters Score -1.284318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -12843185.000000 Penalty: 5749.689453
	Iteration 70F: 3 clusters Score -1.284318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -140903.890625 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -140903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -138817.343750 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -138817.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139164.625000 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -139164.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139286.875000 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -139286.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -139400.250000 Penalty: 3545.579590
	Iteration 3Q: 3 clusters Score -139400.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -139537.375000 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -139537.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -139782.171875 Penalty: 3545.579590
	Iteration 5F: 3 clusters Score -139782.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -140069.984375 Penalty: 3545.579590
	Iteration 6F: 3 clusters Score -140070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -140239.375000 Penalty: 3545.579590
	Iteration 7F: 3 clusters Score -140239.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140383.734375 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -140383.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -140509.750000 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -140509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -140679.140625 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -140679.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140844.296875 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -140844.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -140951.625000 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -140951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140973.765625 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -140973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140985.500000 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -140985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140994.187500 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -140994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141002.484375 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -141002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141004.484375 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -141004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -141004.484375 Penalty: 3545.579590
	Iteration 18F: 3 clusters Score -141004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 87654 members 
Mstep: Class 3 contains 48291 members 
Mstep: Class 4 contains 58779 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 108241 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 217015 members 
Mstep: Class 13 contains 165537 members 
Mstep: Class 14 contains 189395 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 55065 members 
Entering Unmasked Estep 
Score: -118054632.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118056536.000000 to -118054632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Entering Unmasked Estep 
Score: -5295146.500000 Penalty: 2654.176025
	Iteration 0F: 2 clusters Score -5295146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5265192.000000 Penalty: 5308.352051
	Iteration 0F: 3 clusters Score -5265192 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5276416.500000 Penalty: 5308.352051
	Iteration 1F: 3 clusters Score -5276416 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5276853.000000 Penalty: 5308.352051
	Iteration 2Q: 3 clusters Score -5276853 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5277279.000000 Penalty: 5308.352051
	Iteration 3Q: 3 clusters Score -5277279 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -5277867.000000 Penalty: 5308.352051
	Iteration 4Q: 3 clusters Score -5277867 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5278562.000000 Penalty: 5308.352051
	Iteration 5Q: 3 clusters Score -5278562 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5279686.500000 Penalty: 5308.352051
	Iteration 6F: 3 clusters Score -5279686 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5281520.000000 Penalty: 5308.352051
	Iteration 7F: 3 clusters Score -5281520 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -5284186.500000 Penalty: 5308.352051
	Iteration 8F: 3 clusters Score -5284186 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -5287385.500000 Penalty: 5308.352051
	Iteration 9F: 3 clusters Score -5287386 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5290200.000000 Penalty: 5308.352051
	Iteration 10F: 3 clusters Score -5290200 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5291689.500000 Penalty: 5308.352051
	Iteration 11Q: 3 clusters Score -5291690 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5292311.500000 Penalty: 5308.352051
	Iteration 12Q: 3 clusters Score -5292312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5292542.500000 Penalty: 5308.352051
	Iteration 13Q: 3 clusters Score -5292542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5292634.500000 Penalty: 5308.352051
	Iteration 14Q: 3 clusters Score -5292634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5292671.000000 Penalty: 5308.352051
	Iteration 15Q: 3 clusters Score -5292671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5292686.500000 Penalty: 5308.352051
	Iteration 16Q: 3 clusters Score -5292686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5292696.500000 Penalty: 5308.352051
	Iteration 17Q: 3 clusters Score -5292696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5292714.500000 Penalty: 5308.352051
	Iteration 18Q: 3 clusters Score -5292714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5292719.500000 Penalty: 5308.352051
	Iteration 19Q: 3 clusters Score -5292720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5292719.500000 Penalty: 5308.352051
	Iteration 20F: 3 clusters Score -5292720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Entering Unmasked Estep 
Score: -2532103.500000 Penalty: 2477.516602
	Iteration 0F: 2 clusters Score -2532104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2516876.250000 Penalty: 4955.033203
	Iteration 0F: 3 clusters Score -2516876 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2521904.500000 Penalty: 4955.033203
	Iteration 1F: 3 clusters Score -2521904 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2522346.750000 Penalty: 4955.033203
	Iteration 2F: 3 clusters Score -2522347 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2522768.500000 Penalty: 4955.033203
	Iteration 3Q: 3 clusters Score -2522768 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2523203.750000 Penalty: 4955.033203
	Iteration 4Q: 3 clusters Score -2523204 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2523773.750000 Penalty: 4955.033203
	Iteration 5Q: 3 clusters Score -2523774 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2524441.500000 Penalty: 4955.033203
	Iteration 6Q: 3 clusters Score -2524442 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2525152.750000 Penalty: 4955.033203
	Iteration 7Q: 3 clusters Score -2525153 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2525912.750000 Penalty: 4955.033203
	Iteration 8F: 3 clusters Score -2525913 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2526837.250000 Penalty: 4955.033203
	Iteration 9F: 3 clusters Score -2526837 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2527902.000000 Penalty: 4955.033203
	Iteration 10F: 3 clusters Score -2527902 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2528984.000000 Penalty: 4955.033203
	Iteration 11F: 3 clusters Score -2528984 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2529805.000000 Penalty: 4955.033203
	Iteration 12Q: 3 clusters Score -2529805 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2530281.250000 Penalty: 4955.033203
	Iteration 13Q: 3 clusters Score -2530281 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2530538.000000 Penalty: 4955.033203
	Iteration 14Q: 3 clusters Score -2530538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2530651.500000 Penalty: 4955.033203
	Iteration 15Q: 3 clusters Score -2530652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2530730.000000 Penalty: 4955.033203
	Iteration 16Q: 3 clusters Score -2530730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2530758.500000 Penalty: 4955.033203
	Iteration 17Q: 3 clusters Score -2530758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2530772.000000 Penalty: 4955.033203
	Iteration 18Q: 3 clusters Score -2530772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2530780.250000 Penalty: 4955.033203
	Iteration 19Q: 3 clusters Score -2530780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2530798.750000 Penalty: 4955.033203
	Iteration 20F: 3 clusters Score -2530799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2530806.250000 Penalty: 4955.033203
	Iteration 21Q: 3 clusters Score -2530806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2530810.500000 Penalty: 4955.033203
	Iteration 22Q: 3 clusters Score -2530810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2530819.250000 Penalty: 4955.033203
	Iteration 23Q: 3 clusters Score -2530819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2530819.000000 Penalty: 4955.033203
	Iteration 24Q: 3 clusters Score -2530819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2530827.500000 Penalty: 4955.033203
	Iteration 25Q: 3 clusters Score -2530828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2530831.750000 Penalty: 4955.033203
	Iteration 26Q: 3 clusters Score -2530832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2530843.250000 Penalty: 4955.033203
	Iteration 27Q: 3 clusters Score -2530843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2530841.000000 Penalty: 4955.033203
	Iteration 28Q: 3 clusters Score -2530841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2530843.250000 Penalty: 4955.033203
	Iteration 29Q: 3 clusters Score -2530843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2530840.250000 Penalty: 4955.033203
	Iteration 30Q: 3 clusters Score -2530840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2530844.500000 Penalty: 4955.033203
	Iteration 31Q: 3 clusters Score -2530844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2530848.500000 Penalty: 4955.033203
	Iteration 32Q: 3 clusters Score -2530848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2530843.750000 Penalty: 4955.033203
	Iteration 33Q: 3 clusters Score -2530844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2530846.000000 Penalty: 4955.033203
	Iteration 34Q: 3 clusters Score -2530846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2530852.750000 Penalty: 4955.033203
	Iteration 35Q: 3 clusters Score -2530853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2530857.750000 Penalty: 4955.033203
	Iteration 36Q: 3 clusters Score -2530858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2530856.250000 Penalty: 4955.033203
	Iteration 37Q: 3 clusters Score -2530856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2530861.750000 Penalty: 4955.033203
	Iteration 38Q: 3 clusters Score -2530862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2530863.750000 Penalty: 4955.033203
	Iteration 39Q: 3 clusters Score -2530864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2530859.500000 Penalty: 4955.033203
	Iteration 40F: 3 clusters Score -2530860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2530864.250000 Penalty: 4955.033203
	Iteration 41Q: 3 clusters Score -2530864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2530865.500000 Penalty: 4955.033203
	Iteration 42Q: 3 clusters Score -2530866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2530865.500000 Penalty: 4955.033203
	Iteration 43F: 3 clusters Score -2530866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (217015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217015 members 
Entering Unmasked Estep 
Score: -25482342.000000 Penalty: 3047.354980
	Iteration 0F: 2 clusters Score -2.548234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -25344724.000000 Penalty: 6094.709961
	Iteration 0F: 3 clusters Score -2.534472e+07 nChanged 104683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -25405458.000000 Penalty: 6094.709961
	Iteration 1F: 3 clusters Score -2.540546e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -25406190.000000 Penalty: 6094.709961
	Iteration 2Q: 3 clusters Score -2.540619e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -25407130.000000 Penalty: 6094.709961
	Iteration 3Q: 3 clusters Score -2.540713e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -25408098.000000 Penalty: 6094.709961
	Iteration 4Q: 3 clusters Score -2.54081e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -25409686.000000 Penalty: 6094.709961
	Iteration 5Q: 3 clusters Score -2.540969e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 129183 members 
Entering Unmasked Estep 
Score: -25412454.000000 Penalty: 6094.709961
	Iteration 6Q: 3 clusters Score -2.541245e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -25417872.000000 Penalty: 6094.709961
	Iteration 7F: 3 clusters Score -2.541787e+07 nChanged 15409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -25427940.000000 Penalty: 6094.709961
	Iteration 8F: 3 clusters Score -2.542794e+07 nChanged 19460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 174686 members 
Entering Unmasked Estep 
Score: -25443318.000000 Penalty: 6094.709961
	Iteration 9F: 3 clusters Score -2.544332e+07 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 194112 members 
Entering Unmasked Estep 
Score: -25460438.000000 Penalty: 6094.709961
	Iteration 10F: 3 clusters Score -2.546044e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 207723 members 
Entering Unmasked Estep 
Score: -25472218.000000 Penalty: 6094.709961
	Iteration 11F: 3 clusters Score -2.547222e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 213893 members 
Entering Unmasked Estep 
Score: -25477276.000000 Penalty: 6094.709961
	Iteration 12Q: 3 clusters Score -2.547728e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 215817 members 
Entering Unmasked Estep 
Score: -25478970.000000 Penalty: 6094.709961
	Iteration 13Q: 3 clusters Score -2.547897e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 216349 members 
Entering Unmasked Estep 
Score: -25479428.000000 Penalty: 6094.709961
	Iteration 14Q: 3 clusters Score -2.547943e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 216502 members 
Entering Unmasked Estep 
Score: -25479616.000000 Penalty: 6094.709961
	Iteration 15Q: 3 clusters Score -2.547962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 216551 members 
Entering Unmasked Estep 
Score: -25479718.000000 Penalty: 6094.709961
	Iteration 16Q: 3 clusters Score -2.547972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 216578 members 
Entering Unmasked Estep 
Score: -25479810.000000 Penalty: 6094.709961
	Iteration 17Q: 3 clusters Score -2.547981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 216586 members 
Entering Unmasked Estep 
Score: -25479832.000000 Penalty: 6094.709961
	Iteration 18Q: 3 clusters Score -2.547983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 216587 members 
Entering Unmasked Estep 
Score: -25479826.000000 Penalty: 6094.709961
	Iteration 19Q: 3 clusters Score -2.547983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 216592 members 
Entering Unmasked Estep 
Score: -25479830.000000 Penalty: 6094.709961
	Iteration 20F: 3 clusters Score -2.547983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 216593 members 
Entering Unmasked Estep 
Score: -25479854.000000 Penalty: 6094.709961
	Iteration 21Q: 3 clusters Score -2.547985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 216596 members 
Entering Unmasked Estep 
Score: -25479848.000000 Penalty: 6094.709961
	Iteration 22Q: 3 clusters Score -2.547985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -25479880.000000 Penalty: 6094.709961
	Iteration 23Q: 3 clusters Score -2.547988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -25479898.000000 Penalty: 6094.709961
	Iteration 24Q: 3 clusters Score -2.54799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -25479906.000000 Penalty: 6094.709961
	Iteration 25Q: 3 clusters Score -2.547991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 216609 members 
Entering Unmasked Estep 
Score: -25479914.000000 Penalty: 6094.709961
	Iteration 26Q: 3 clusters Score -2.547991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 216610 members 
Entering Unmasked Estep 
Score: -25479904.000000 Penalty: 6094.709961
	Iteration 27Q: 3 clusters Score -2.54799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -25479894.000000 Penalty: 6094.709961
	Iteration 28Q: 3 clusters Score -2.547989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 216610 members 
Entering Unmasked Estep 
Score: -25479910.000000 Penalty: 6094.709961
	Iteration 29Q: 3 clusters Score -2.547991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -25479894.000000 Penalty: 6094.709961
	Iteration 30Q: 3 clusters Score -2.547989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 216606 members 
Entering Unmasked Estep 
Score: -25479896.000000 Penalty: 6094.709961
	Iteration 31Q: 3 clusters Score -2.54799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -25479906.000000 Penalty: 6094.709961
	Iteration 32Q: 3 clusters Score -2.547991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -25479914.000000 Penalty: 6094.709961
	Iteration 33Q: 3 clusters Score -2.547991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -25479922.000000 Penalty: 6094.709961
	Iteration 34Q: 3 clusters Score -2.547992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -25479920.000000 Penalty: 6094.709961
	Iteration 35Q: 3 clusters Score -2.547992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -25479932.000000 Penalty: 6094.709961
	Iteration 36Q: 3 clusters Score -2.547993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216600 members 
Entering Unmasked Estep 
Score: -25479928.000000 Penalty: 6094.709961
	Iteration 37Q: 3 clusters Score -2.547993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216600 members 
Entering Unmasked Estep 
Score: -25479928.000000 Penalty: 6094.709961
	Iteration 38F: 3 clusters Score -2.547993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Entering Unmasked Estep 
Score: -19567430.000000 Penalty: 2980.203613
	Iteration 0F: 2 clusters Score -1.956743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -19458348.000000 Penalty: 5960.407227
	Iteration 0F: 3 clusters Score -1.945835e+07 nChanged 79408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -19504176.000000 Penalty: 5960.407227
	Iteration 1F: 3 clusters Score -1.950418e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -19504872.000000 Penalty: 5960.407227
	Iteration 2Q: 3 clusters Score -1.950487e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -19505646.000000 Penalty: 5960.407227
	Iteration 3Q: 3 clusters Score -1.950565e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -19506630.000000 Penalty: 5960.407227
	Iteration 4Q: 3 clusters Score -1.950663e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -19508038.000000 Penalty: 5960.407227
	Iteration 5Q: 3 clusters Score -1.950804e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -19509768.000000 Penalty: 5960.407227
	Iteration 6Q: 3 clusters Score -1.950977e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -19512178.000000 Penalty: 5960.407227
	Iteration 7Q: 3 clusters Score -1.951218e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -19515376.000000 Penalty: 5960.407227
	Iteration 8Q: 3 clusters Score -1.951538e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -19519772.000000 Penalty: 5960.407227
	Iteration 9Q: 3 clusters Score -1.951977e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -19525474.000000 Penalty: 5960.407227
	Iteration 10F: 3 clusters Score -1.952547e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -19532076.000000 Penalty: 5960.407227
	Iteration 11F: 3 clusters Score -1.953208e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -19538662.000000 Penalty: 5960.407227
	Iteration 12F: 3 clusters Score -1.953866e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -19543424.000000 Penalty: 5960.407227
	Iteration 13Q: 3 clusters Score -1.954342e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -19545814.000000 Penalty: 5960.407227
	Iteration 14Q: 3 clusters Score -1.954581e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -19546792.000000 Penalty: 5960.407227
	Iteration 15Q: 3 clusters Score -1.954679e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -19547524.000000 Penalty: 5960.407227
	Iteration 16Q: 3 clusters Score -1.954752e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
Score: -19547982.000000 Penalty: 5960.407227
	Iteration 17Q: 3 clusters Score -1.954798e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -19548524.000000 Penalty: 5960.407227
	Iteration 18Q: 3 clusters Score -1.954852e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -19549032.000000 Penalty: 5960.407227
	Iteration 19Q: 3 clusters Score -1.954903e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 126805 members 
Entering Unmasked Estep 
Score: -19549564.000000 Penalty: 5960.407227
	Iteration 20F: 3 clusters Score -1.954956e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -19550004.000000 Penalty: 5960.407227
	Iteration 21Q: 3 clusters Score -1.955e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 130511 members 
Entering Unmasked Estep 
Score: -19550566.000000 Penalty: 5960.407227
	Iteration 22Q: 3 clusters Score -1.955057e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -19551146.000000 Penalty: 5960.407227
	Iteration 23Q: 3 clusters Score -1.955115e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 134620 members 
Entering Unmasked Estep 
Score: -19551832.000000 Penalty: 5960.407227
	Iteration 24Q: 3 clusters Score -1.955183e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 136818 members 
Entering Unmasked Estep 
Score: -19552590.000000 Penalty: 5960.407227
	Iteration 25Q: 3 clusters Score -1.955259e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -19553402.000000 Penalty: 5960.407227
	Iteration 26Q: 3 clusters Score -1.95534e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 141382 members 
Entering Unmasked Estep 
Score: -19554204.000000 Penalty: 5960.407227
	Iteration 27Q: 3 clusters Score -1.95542e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 143837 members 
Entering Unmasked Estep 
Score: -19555260.000000 Penalty: 5960.407227
	Iteration 28Q: 3 clusters Score -1.955526e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -19556254.000000 Penalty: 5960.407227
	Iteration 29Q: 3 clusters Score -1.955625e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -19557238.000000 Penalty: 5960.407227
	Iteration 30Q: 3 clusters Score -1.955724e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 151258 members 
Entering Unmasked Estep 
Score: -19558246.000000 Penalty: 5960.407227
	Iteration 31Q: 3 clusters Score -1.955825e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -19559546.000000 Penalty: 5960.407227
	Iteration 32Q: 3 clusters Score -1.955955e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -19560580.000000 Penalty: 5960.407227
	Iteration 33Q: 3 clusters Score -1.956058e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -19561476.000000 Penalty: 5960.407227
	Iteration 34Q: 3 clusters Score -1.956148e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 159751 members 
Entering Unmasked Estep 
Score: -19562314.000000 Penalty: 5960.407227
	Iteration 35Q: 3 clusters Score -1.956231e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -19562924.000000 Penalty: 5960.407227
	Iteration 36Q: 3 clusters Score -1.956292e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 162334 members 
Entering Unmasked Estep 
Score: -19563530.000000 Penalty: 5960.407227
	Iteration 37Q: 3 clusters Score -1.956353e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -19564006.000000 Penalty: 5960.407227
	Iteration 38Q: 3 clusters Score -1.956401e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -19564294.000000 Penalty: 5960.407227
	Iteration 39Q: 3 clusters Score -1.956429e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 164121 members 
Entering Unmasked Estep 
Score: -19564454.000000 Penalty: 5960.407227
	Iteration 40F: 3 clusters Score -1.956445e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -19564534.000000 Penalty: 5960.407227
	Iteration 41Q: 3 clusters Score -1.956453e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -19564626.000000 Penalty: 5960.407227
	Iteration 42Q: 3 clusters Score -1.956463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 164625 members 
Entering Unmasked Estep 
Score: -19564728.000000 Penalty: 5960.407227
	Iteration 43Q: 3 clusters Score -1.956473e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -19564768.000000 Penalty: 5960.407227
	Iteration 44Q: 3 clusters Score -1.956477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -19564794.000000 Penalty: 5960.407227
	Iteration 45Q: 3 clusters Score -1.956479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -19564824.000000 Penalty: 5960.407227
	Iteration 46Q: 3 clusters Score -1.956482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -19564846.000000 Penalty: 5960.407227
	Iteration 47Q: 3 clusters Score -1.956485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -19564870.000000 Penalty: 5960.407227
	Iteration 48Q: 3 clusters Score -1.956487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 164876 members 
Entering Unmasked Estep 
Score: -19564880.000000 Penalty: 5960.407227
	Iteration 49Q: 3 clusters Score -1.956488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 164888 members 
Entering Unmasked Estep 
Score: -19564866.000000 Penalty: 5960.407227
	Iteration 50Q: 3 clusters Score -1.956487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164901 members 
Entering Unmasked Estep 
Score: -19564868.000000 Penalty: 5960.407227
	Iteration 51Q: 3 clusters Score -1.956487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 164917 members 
Entering Unmasked Estep 
Score: -19564896.000000 Penalty: 5960.407227
	Iteration 52Q: 3 clusters Score -1.95649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -19564902.000000 Penalty: 5960.407227
	Iteration 53Q: 3 clusters Score -1.95649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -19564914.000000 Penalty: 5960.407227
	Iteration 54Q: 3 clusters Score -1.956491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164951 members 
Entering Unmasked Estep 
Score: -19564930.000000 Penalty: 5960.407227
	Iteration 55Q: 3 clusters Score -1.956493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -19564926.000000 Penalty: 5960.407227
	Iteration 56Q: 3 clusters Score -1.956493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -19564936.000000 Penalty: 5960.407227
	Iteration 57Q: 3 clusters Score -1.956494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -19564950.000000 Penalty: 5960.407227
	Iteration 58Q: 3 clusters Score -1.956495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -19564958.000000 Penalty: 5960.407227
	Iteration 59Q: 3 clusters Score -1.956496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -19564938.000000 Penalty: 5960.407227
	Iteration 60F: 3 clusters Score -1.956494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -19564954.000000 Penalty: 5960.407227
	Iteration 61Q: 3 clusters Score -1.956495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -19564962.000000 Penalty: 5960.407227
	Iteration 62Q: 3 clusters Score -1.956496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -19564968.000000 Penalty: 5960.407227
	Iteration 63Q: 3 clusters Score -1.956497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -19564976.000000 Penalty: 5960.407227
	Iteration 64Q: 3 clusters Score -1.956498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -19564962.000000 Penalty: 5960.407227
	Iteration 65Q: 3 clusters Score -1.956496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -19564956.000000 Penalty: 5960.407227
	Iteration 66Q: 3 clusters Score -1.956496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -19564954.000000 Penalty: 5960.407227
	Iteration 67Q: 3 clusters Score -1.956495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -19564954.000000 Penalty: 5960.407227
	Iteration 68F: 3 clusters Score -1.956495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Entering Unmasked Estep 
Score: -22483342.000000 Penalty: 3013.594482
	Iteration 0F: 2 clusters Score -2.248334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -22369558.000000 Penalty: 6027.188965
	Iteration 0F: 3 clusters Score -2.236956e+07 nChanged 91131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -22423420.000000 Penalty: 6027.188965
	Iteration 1F: 3 clusters Score -2.242342e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -22425476.000000 Penalty: 6027.188965
	Iteration 2Q: 3 clusters Score -2.242548e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -22429136.000000 Penalty: 6027.188965
	Iteration 3Q: 3 clusters Score -2.242914e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124226 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -22435660.000000 Penalty: 6027.188965
	Iteration 4F: 3 clusters Score -2.243566e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -22446700.000000 Penalty: 6027.188965
	Iteration 5F: 3 clusters Score -2.24467e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152506 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -22461068.000000 Penalty: 6027.188965
	Iteration 6F: 3 clusters Score -2.246107e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -22473504.000000 Penalty: 6027.188965
	Iteration 7F: 3 clusters Score -2.24735e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174875 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -22480198.000000 Penalty: 6027.188965
	Iteration 8Q: 3 clusters Score -2.24802e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -22482526.000000 Penalty: 6027.188965
	Iteration 9Q: 3 clusters Score -2.248253e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -22483274.000000 Penalty: 6027.188965
	Iteration 10Q: 3 clusters Score -2.248327e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182547 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -22483600.000000 Penalty: 6027.188965
	Iteration 11Q: 3 clusters Score -2.24836e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183414 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -22483628.000000 Penalty: 6027.188965
	Iteration 12Q: 3 clusters Score -2.248363e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -22483576.000000 Penalty: 6027.188965
	Iteration 13Q: 3 clusters Score -2.248358e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184558 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -22483604.000000 Penalty: 6027.188965
	Iteration 14Q: 3 clusters Score -2.24836e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184946 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -22483574.000000 Penalty: 6027.188965
	Iteration 15Q: 3 clusters Score -2.248357e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -22483496.000000 Penalty: 6027.188965
	Iteration 16Q: 3 clusters Score -2.24835e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185488 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -22483374.000000 Penalty: 6027.188965
	Iteration 17Q: 3 clusters Score -2.248337e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185691 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -22483364.000000 Penalty: 6027.188965
	Iteration 18Q: 3 clusters Score -2.248336e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22483410.000000 Penalty: 6027.188965
	Iteration 19Q: 3 clusters Score -2.248341e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186008 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -22483404.000000 Penalty: 6027.188965
	Iteration 20F: 3 clusters Score -2.24834e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186147 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22483384.000000 Penalty: 6027.188965
	Iteration 21Q: 3 clusters Score -2.248338e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -22483314.000000 Penalty: 6027.188965
	Iteration 22Q: 3 clusters Score -2.248331e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186372 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22483312.000000 Penalty: 6027.188965
	Iteration 23Q: 3 clusters Score -2.248331e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186434 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -22483304.000000 Penalty: 6027.188965
	Iteration 24Q: 3 clusters Score -2.24833e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186483 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22483292.000000 Penalty: 6027.188965
	Iteration 25Q: 3 clusters Score -2.248329e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186523 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -22483316.000000 Penalty: 6027.188965
	Iteration 26Q: 3 clusters Score -2.248332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186562 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22483296.000000 Penalty: 6027.188965
	Iteration 27Q: 3 clusters Score -2.24833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186602 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -22483308.000000 Penalty: 6027.188965
	Iteration 28Q: 3 clusters Score -2.248331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22483288.000000 Penalty: 6027.188965
	Iteration 29Q: 3 clusters Score -2.248329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186634 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -22483304.000000 Penalty: 6027.188965
	Iteration 30Q: 3 clusters Score -2.24833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186656 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22483296.000000 Penalty: 6027.188965
	Iteration 31Q: 3 clusters Score -2.24833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22483278.000000 Penalty: 6027.188965
	Iteration 32Q: 3 clusters Score -2.248328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186687 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22483278.000000 Penalty: 6027.188965
	Iteration 33Q: 3 clusters Score -2.248328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186700 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22483272.000000 Penalty: 6027.188965
	Iteration 34Q: 3 clusters Score -2.248327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22483284.000000 Penalty: 6027.188965
	Iteration 35Q: 3 clusters Score -2.248328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186706 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22483266.000000 Penalty: 6027.188965
	Iteration 36Q: 3 clusters Score -2.248327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186709 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -22483272.000000 Penalty: 6027.188965
	Iteration 37Q: 3 clusters Score -2.248327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186711 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22483276.000000 Penalty: 6027.188965
	Iteration 38Q: 3 clusters Score -2.248328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186714 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22483284.000000 Penalty: 6027.188965
	Iteration 39Q: 3 clusters Score -2.248328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186717 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22483282.000000 Penalty: 6027.188965
	Iteration 40F: 3 clusters Score -2.248328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186723 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22483278.000000 Penalty: 6027.188965
	Iteration 41Q: 3 clusters Score -2.248328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186725 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22483274.000000 Penalty: 6027.188965
	Iteration 42Q: 3 clusters Score -2.248327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22483272.000000 Penalty: 6027.188965
	Iteration 43Q: 3 clusters Score -2.248327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22483274.000000 Penalty: 6027.188965
	Iteration 44Q: 3 clusters Score -2.248327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22483274.000000 Penalty: 6027.188965
	Iteration 45F: 3 clusters Score -2.248327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -317619.375000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -317619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -314513.281250 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -314513.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315067.156250 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -315067.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -315228.156250 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -315228.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -315315.562500 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -315315.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -315365.156250 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -315365.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -315397.281250 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -315397.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315419.187500 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -315419.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315444.937500 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -315444.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -315463.906250 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -315463.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315482.531250 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -315482.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315506.343750 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -315506.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -315529.375000 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -315529.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -315551.281250 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -315551.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315570.218750 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -315570.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -315584.750000 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -315584.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -315596.906250 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -315596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -315606.093750 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -315606.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315618.843750 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -315618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315629.625000 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -315629.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -315637.593750 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -315637.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -315644.875000 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -315644.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -315656.875000 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -315656.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -315665.781250 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -315665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -315676.250000 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -315676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -315687.250000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -315687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -315700.312500 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -315700.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -315709.718750 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -315709.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -315720.687500 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -315720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -315727.500000 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -315727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -315729.656250 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -315729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -315730.593750 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -315730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -315731.187500 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -315731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -315733.906250 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -315733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -315737.781250 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -315737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -315745.656250 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -315745.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -315753.968750 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -315754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -315762.562500 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -315762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -315772.750000 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -315772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -315779.343750 Penalty: 3927.639893
	Iteration 38Q: 3 clusters Score -315779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -315784.781250 Penalty: 3927.639893
	Iteration 39Q: 3 clusters Score -315784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -315789.343750 Penalty: 3927.639893
	Iteration 40F: 3 clusters Score -315789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -315796.406250 Penalty: 3927.639893
	Iteration 41Q: 3 clusters Score -315796.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315804.031250 Penalty: 3927.639893
	Iteration 42Q: 3 clusters Score -315804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -315813.125000 Penalty: 3927.639893
	Iteration 43Q: 3 clusters Score -315813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -315822.406250 Penalty: 3927.639893
	Iteration 44Q: 3 clusters Score -315822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -315829.500000 Penalty: 3927.639893
	Iteration 45Q: 3 clusters Score -315829.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -315836.156250 Penalty: 3927.639893
	Iteration 46Q: 3 clusters Score -315836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -315840.875000 Penalty: 3927.639893
	Iteration 47Q: 3 clusters Score -315840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -315845.843750 Penalty: 3927.639893
	Iteration 48Q: 3 clusters Score -315845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -315849.718750 Penalty: 3927.639893
	Iteration 49Q: 3 clusters Score -315849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -315854.750000 Penalty: 3927.639893
	Iteration 50Q: 3 clusters Score -315854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -315861.687500 Penalty: 3927.639893
	Iteration 51Q: 3 clusters Score -315861.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -315868.000000 Penalty: 3927.639893
	Iteration 52Q: 3 clusters Score -315868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -315874.187500 Penalty: 3927.639893
	Iteration 53Q: 3 clusters Score -315874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -315881.062500 Penalty: 3927.639893
	Iteration 54Q: 3 clusters Score -315881.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -315889.812500 Penalty: 3927.639893
	Iteration 55Q: 3 clusters Score -315889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -315900.781250 Penalty: 3927.639893
	Iteration 56Q: 3 clusters Score -315900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -315905.218750 Penalty: 3927.639893
	Iteration 57Q: 3 clusters Score -315905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -315907.562500 Penalty: 3927.639893
	Iteration 58Q: 3 clusters Score -315907.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -315911.843750 Penalty: 3927.639893
	Iteration 59Q: 3 clusters Score -315911.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -315920.093750 Penalty: 3927.639893
	Iteration 60F: 3 clusters Score -315920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -315927.687500 Penalty: 3927.639893
	Iteration 61Q: 3 clusters Score -315927.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -315936.250000 Penalty: 3927.639893
	Iteration 62Q: 3 clusters Score -315936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -315949.406250 Penalty: 3927.639893
	Iteration 63Q: 3 clusters Score -315949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -315957.562500 Penalty: 3927.639893
	Iteration 64Q: 3 clusters Score -315957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -315962.812500 Penalty: 3927.639893
	Iteration 65Q: 3 clusters Score -315962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -315964.062500 Penalty: 3927.639893
	Iteration 66Q: 3 clusters Score -315964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -315965.656250 Penalty: 3927.639893
	Iteration 67Q: 3 clusters Score -315965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -315967.812500 Penalty: 3927.639893
	Iteration 68Q: 3 clusters Score -315967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -315968.187500 Penalty: 3927.639893
	Iteration 69Q: 3 clusters Score -315968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -315969.125000 Penalty: 3927.639893
	Iteration 70Q: 3 clusters Score -315969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -315971.406250 Penalty: 3927.639893
	Iteration 71Q: 3 clusters Score -315971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -315972.187500 Penalty: 3927.639893
	Iteration 72Q: 3 clusters Score -315972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -315972.937500 Penalty: 3927.639893
	Iteration 73Q: 3 clusters Score -315972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -315973.593750 Penalty: 3927.639893
	Iteration 74Q: 3 clusters Score -315973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -315974.406250 Penalty: 3927.639893
	Iteration 75Q: 3 clusters Score -315974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -315975.843750 Penalty: 3927.639893
	Iteration 76Q: 3 clusters Score -315975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -315976.375000 Penalty: 3927.639893
	Iteration 77Q: 3 clusters Score -315976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -315977.406250 Penalty: 3927.639893
	Iteration 78Q: 3 clusters Score -315977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -315978.625000 Penalty: 3927.639893
	Iteration 79Q: 3 clusters Score -315978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -315981.375000 Penalty: 3927.639893
	Iteration 80F: 3 clusters Score -315981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -315985.531250 Penalty: 3927.639893
	Iteration 81Q: 3 clusters Score -315985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -315992.656250 Penalty: 3927.639893
	Iteration 82Q: 3 clusters Score -315992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -315997.968750 Penalty: 3927.639893
	Iteration 83Q: 3 clusters Score -315998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -316001.937500 Penalty: 3927.639893
	Iteration 84Q: 3 clusters Score -316001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -316006.500000 Penalty: 3927.639893
	Iteration 85Q: 3 clusters Score -316006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -316009.968750 Penalty: 3927.639893
	Iteration 86Q: 3 clusters Score -316010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -316011.000000 Penalty: 3927.639893
	Iteration 87Q: 3 clusters Score -316011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -316012.250000 Penalty: 3927.639893
	Iteration 88Q: 3 clusters Score -316012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -316014.343750 Penalty: 3927.639893
	Iteration 89Q: 3 clusters Score -316014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -316014.343750 Penalty: 3927.639893
	Iteration 90F: 3 clusters Score -316014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -708475.562500 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -708475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -703265.812500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -703265.8 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -704562.062500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -704562.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -704796.812500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -704796.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -704925.500000 Penalty: 4326.399414
	Iteration 3Q: 3 clusters Score -704925.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -705022.937500 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -705022.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -705101.937500 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -705101.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -705162.687500 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -705162.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -705236.625000 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -705236.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -705320.062500 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -705320.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -705396.812500 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -705396.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -705467.812500 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -705467.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -705547.500000 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -705547.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -705642.437500 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -705642.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -705752.687500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -705752.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -705875.437500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -705875.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -705990.312500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -705990.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -706120.687500 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -706120.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -706229.312500 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -706229.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -706309.812500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -706309.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -706378.062500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -706378.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -706442.187500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -706442.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -706514.250000 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -706514.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -706561.125000 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -706561.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -706611.687500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -706611.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -706640.562500 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -706640.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -706662.687500 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -706662.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -706677.875000 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -706677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -706696.250000 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -706696.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -706711.062500 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -706711.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -706727.937500 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -706727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -706736.250000 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -706736.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -706744.375000 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -706744.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -706750.875000 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -706750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -706759.375000 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -706759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -706767.312500 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -706767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -706772.562500 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -706772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -706777.750000 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -706777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -706782.812500 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -706782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -706786.312500 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -706786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -706787.062500 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -706787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -706788.937500 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -706788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -706790.500000 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -706790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -706790.125000 Penalty: 4326.399414
	Iteration 42Q: 3 clusters Score -706790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -706790.125000 Penalty: 4326.399414
	Iteration 43F: 3 clusters Score -706790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -1073018.625000 Penalty: 2258.585449
	Iteration 0F: 2 clusters Score -1073019 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 4548 members 
Entering Unmasked Estep 
Score: -1065965.250000 Penalty: 4517.170898
	Iteration 0F: 3 clusters Score -1065965 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1067894.000000 Penalty: 4517.170898
	Iteration 1F: 3 clusters Score -1067894 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1068141.125000 Penalty: 4517.170898
	Iteration 2F: 3 clusters Score -1068141 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1068399.500000 Penalty: 4517.170898
	Iteration 3Q: 3 clusters Score -1068400 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1068711.750000 Penalty: 4517.170898
	Iteration 4Q: 3 clusters Score -1068712 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1069070.375000 Penalty: 4517.170898
	Iteration 5Q: 3 clusters Score -1069070 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1069355.000000 Penalty: 4517.170898
	Iteration 6Q: 3 clusters Score -1069355 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1069593.750000 Penalty: 4517.170898
	Iteration 7Q: 3 clusters Score -1069594 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1069835.125000 Penalty: 4517.170898
	Iteration 8Q: 3 clusters Score -1069835 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1070094.375000 Penalty: 4517.170898
	Iteration 9Q: 3 clusters Score -1070094 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1070338.000000 Penalty: 4517.170898
	Iteration 10Q: 3 clusters Score -1070338 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1070557.375000 Penalty: 4517.170898
	Iteration 11Q: 3 clusters Score -1070557 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1070756.375000 Penalty: 4517.170898
	Iteration 12Q: 3 clusters Score -1070756 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1070948.125000 Penalty: 4517.170898
	Iteration 13Q: 3 clusters Score -1070948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1071120.500000 Penalty: 4517.170898
	Iteration 14Q: 3 clusters Score -1071120 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1071257.125000 Penalty: 4517.170898
	Iteration 15Q: 3 clusters Score -1071257 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1071343.500000 Penalty: 4517.170898
	Iteration 16Q: 3 clusters Score -1071344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1071403.500000 Penalty: 4517.170898
	Iteration 17Q: 3 clusters Score -1071404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1071442.875000 Penalty: 4517.170898
	Iteration 18Q: 3 clusters Score -1071443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1071466.250000 Penalty: 4517.170898
	Iteration 19Q: 3 clusters Score -1071466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1071482.000000 Penalty: 4517.170898
	Iteration 20F: 3 clusters Score -1071482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1071497.125000 Penalty: 4517.170898
	Iteration 21Q: 3 clusters Score -1071497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1071502.750000 Penalty: 4517.170898
	Iteration 22Q: 3 clusters Score -1071503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1071510.625000 Penalty: 4517.170898
	Iteration 23Q: 3 clusters Score -1071511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1071515.125000 Penalty: 4517.170898
	Iteration 24Q: 3 clusters Score -1071515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1071518.375000 Penalty: 4517.170898
	Iteration 25Q: 3 clusters Score -1071518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1071524.625000 Penalty: 4517.170898
	Iteration 26Q: 3 clusters Score -1071525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1071534.500000 Penalty: 4517.170898
	Iteration 27Q: 3 clusters Score -1071534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1071541.375000 Penalty: 4517.170898
	Iteration 28Q: 3 clusters Score -1071541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1071548.500000 Penalty: 4517.170898
	Iteration 29Q: 3 clusters Score -1071548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1071551.375000 Penalty: 4517.170898
	Iteration 30Q: 3 clusters Score -1071551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1071556.375000 Penalty: 4517.170898
	Iteration 31Q: 3 clusters Score -1071556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1071562.000000 Penalty: 4517.170898
	Iteration 32Q: 3 clusters Score -1071562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1071564.750000 Penalty: 4517.170898
	Iteration 33Q: 3 clusters Score -1071565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1071572.375000 Penalty: 4517.170898
	Iteration 34Q: 3 clusters Score -1071572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1071576.375000 Penalty: 4517.170898
	Iteration 35Q: 3 clusters Score -1071576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1071579.000000 Penalty: 4517.170898
	Iteration 36Q: 3 clusters Score -1071579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1071581.500000 Penalty: 4517.170898
	Iteration 37Q: 3 clusters Score -1071582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1071581.625000 Penalty: 4517.170898
	Iteration 38Q: 3 clusters Score -1071582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1071581.875000 Penalty: 4517.170898
	Iteration 39Q: 3 clusters Score -1071582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1071584.000000 Penalty: 4517.170898
	Iteration 40F: 3 clusters Score -1071584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1071584.000000 Penalty: 4517.170898
	Iteration 41Q: 3 clusters Score -1071584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1071582.625000 Penalty: 4517.170898
	Iteration 42Q: 3 clusters Score -1071583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1071587.625000 Penalty: 4517.170898
	Iteration 43Q: 3 clusters Score -1071588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1071594.500000 Penalty: 4517.170898
	Iteration 44Q: 3 clusters Score -1071594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1071592.625000 Penalty: 4517.170898
	Iteration 45Q: 3 clusters Score -1071593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1071598.250000 Penalty: 4517.170898
	Iteration 46Q: 3 clusters Score -1071598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1071602.375000 Penalty: 4517.170898
	Iteration 47Q: 3 clusters Score -1071602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1071601.000000 Penalty: 4517.170898
	Iteration 48Q: 3 clusters Score -1071601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1071605.375000 Penalty: 4517.170898
	Iteration 49Q: 3 clusters Score -1071605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1071606.875000 Penalty: 4517.170898
	Iteration 50Q: 3 clusters Score -1071607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1071609.750000 Penalty: 4517.170898
	Iteration 51Q: 3 clusters Score -1071610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1071610.750000 Penalty: 4517.170898
	Iteration 52Q: 3 clusters Score -1071611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1071613.125000 Penalty: 4517.170898
	Iteration 53Q: 3 clusters Score -1071613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1071616.375000 Penalty: 4517.170898
	Iteration 54Q: 3 clusters Score -1071616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1071618.500000 Penalty: 4517.170898
	Iteration 55Q: 3 clusters Score -1071618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1071621.750000 Penalty: 4517.170898
	Iteration 56Q: 3 clusters Score -1071622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1071623.500000 Penalty: 4517.170898
	Iteration 57Q: 3 clusters Score -1071624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1071622.000000 Penalty: 4517.170898
	Iteration 58Q: 3 clusters Score -1071622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1071624.375000 Penalty: 4517.170898
	Iteration 59Q: 3 clusters Score -1071624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1071625.000000 Penalty: 4517.170898
	Iteration 60F: 3 clusters Score -1071625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1071624.750000 Penalty: 4517.170898
	Iteration 61Q: 3 clusters Score -1071625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1071624.625000 Penalty: 4517.170898
	Iteration 62Q: 3 clusters Score -1071625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1071624.625000 Penalty: 4517.170898
	Iteration 63F: 3 clusters Score -1071625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -103185.078125 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -103185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101340.718750 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -101340.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101885.265625 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -101885.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102317.757812 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -102317.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102657.359375 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -102657.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102977.640625 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -102977.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -103333.218750 Penalty: 3438.977783
	Iteration 5F: 3 clusters Score -103333.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103416.546875 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -103416.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -103444.726562 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -103444.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -103455.445312 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -103455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -103470.945312 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -103470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -103484.257812 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -103484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -103497.617188 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -103497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -103516.242188 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -103516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -103558.406250 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -103558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103594.085938 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -103594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -103602.843750 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -103602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -103607.921875 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -103607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103609.578125 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -103609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103609.578125 Penalty: 3438.977783
	Iteration 18F: 3 clusters Score -103609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 87654 members 
Mstep: Class 3 contains 48291 members 
Mstep: Class 4 contains 58779 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 108241 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 217015 members 
Mstep: Class 13 contains 165537 members 
Mstep: Class 14 contains 189395 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 55065 members 
Entering Unmasked Estep 
Score: -118054920.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118056536.000000 to -118054920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (55065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Entering Unmasked Estep 
Score: -6568549.500000 Penalty: 2707.234863
	Iteration 0F: 2 clusters Score -6568550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6531536.000000 Penalty: 5414.469727
	Iteration 0F: 3 clusters Score -6531536 nChanged 25562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6545618.000000 Penalty: 5414.469727
	Iteration 1F: 3 clusters Score -6545618 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -6546129.500000 Penalty: 5414.469727
	Iteration 2Q: 3 clusters Score -6546130 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6546664.000000 Penalty: 5414.469727
	Iteration 3Q: 3 clusters Score -6546664 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6547191.500000 Penalty: 5414.469727
	Iteration 4Q: 3 clusters Score -6547192 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6547656.000000 Penalty: 5414.469727
	Iteration 5Q: 3 clusters Score -6547656 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6548291.000000 Penalty: 5414.469727
	Iteration 6Q: 3 clusters Score -6548291 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -6549137.500000 Penalty: 5414.469727
	Iteration 7Q: 3 clusters Score -6549138 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -6550544.000000 Penalty: 5414.469727
	Iteration 8Q: 3 clusters Score -6550544 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -6552901.500000 Penalty: 5414.469727
	Iteration 9F: 3 clusters Score -6552902 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -6556404.500000 Penalty: 5414.469727
	Iteration 10F: 3 clusters Score -6556404 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -6560358.500000 Penalty: 5414.469727
	Iteration 11F: 3 clusters Score -6560358 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -6563478.000000 Penalty: 5414.469727
	Iteration 12F: 3 clusters Score -6563478 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -6565054.500000 Penalty: 5414.469727
	Iteration 13Q: 3 clusters Score -6565054 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -6565699.000000 Penalty: 5414.469727
	Iteration 14Q: 3 clusters Score -6565699 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -6565894.500000 Penalty: 5414.469727
	Iteration 15Q: 3 clusters Score -6565894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -6565997.500000 Penalty: 5414.469727
	Iteration 16Q: 3 clusters Score -6565998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -6566062.000000 Penalty: 5414.469727
	Iteration 17Q: 3 clusters Score -6566062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -6566106.500000 Penalty: 5414.469727
	Iteration 18Q: 3 clusters Score -6566106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6566131.000000 Penalty: 5414.469727
	Iteration 19Q: 3 clusters Score -6566131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -6566146.000000 Penalty: 5414.469727
	Iteration 20F: 3 clusters Score -6566146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6566152.000000 Penalty: 5414.469727
	Iteration 21Q: 3 clusters Score -6566152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6566166.000000 Penalty: 5414.469727
	Iteration 22Q: 3 clusters Score -6566166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6566171.500000 Penalty: 5414.469727
	Iteration 23Q: 3 clusters Score -6566172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6566172.000000 Penalty: 5414.469727
	Iteration 24Q: 3 clusters Score -6566172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6566172.000000 Penalty: 5414.469727
	Iteration 25F: 3 clusters Score -6566172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 87654 members 
Mstep: Class 3 contains 48291 members 
Mstep: Class 4 contains 58779 members 
Mstep: Class 6 contains 108241 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 11 contains 21807 members 
Mstep: Class 12 contains 217015 members 
Mstep: Class 13 contains 165537 members 
Mstep: Class 14 contains 189395 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 55065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056216.000000 Penalty: 54895.289062
Iteration 319Q: 17 clusters Score -1.180562e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 87813 members 
Mstep: Class 3 contains 48255 members 
Mstep: Class 4 contains 58773 members 
Mstep: Class 6 contains 107373 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 44562 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 217444 members 
Mstep: Class 13 contains 165612 members 
Mstep: Class 14 contains 189420 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 55315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056416.000000 Penalty: 54895.289062
Iteration 320F: 17 clusters Score -1.180564e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 87976 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 58762 members 
Mstep: Class 6 contains 106521 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 44680 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 217869 members 
Mstep: Class 13 contains 165671 members 
Mstep: Class 14 contains 189435 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 8764 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 55567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056456.000000 Penalty: 54895.289062
Iteration 321Q: 17 clusters Score -1.180565e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 88159 members 
Mstep: Class 3 contains 48192 members 
Mstep: Class 4 contains 58750 members 
Mstep: Class 6 contains 105697 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 44779 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 218247 members 
Mstep: Class 13 contains 165732 members 
Mstep: Class 14 contains 189442 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6147 members 
Mstep: Class 18 contains 8640 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 55826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056512.000000 Penalty: 54895.289062
Iteration 322Q: 17 clusters Score -1.180565e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 88330 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 58752 members 
Mstep: Class 6 contains 104888 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 44877 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 218584 members 
Mstep: Class 13 contains 165774 members 
Mstep: Class 14 contains 189473 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 8518 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 56100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056584.000000 Penalty: 54895.289062
Iteration 323Q: 17 clusters Score -1.180566e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 88506 members 
Mstep: Class 3 contains 48162 members 
Mstep: Class 4 contains 58747 members 
Mstep: Class 6 contains 104127 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 11 contains 21812 members 
Mstep: Class 12 contains 218924 members 
Mstep: Class 13 contains 165797 members 
Mstep: Class 14 contains 189498 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 56328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056768.000000 Penalty: 54895.289062
Iteration 324Q: 17 clusters Score -1.180568e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 88688 members 
Mstep: Class 3 contains 48140 members 
Mstep: Class 4 contains 58749 members 
Mstep: Class 6 contains 103383 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 45056 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 219288 members 
Mstep: Class 13 contains 165796 members 
Mstep: Class 14 contains 189518 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 8313 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 56544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056432.000000 Penalty: 54895.289062
Iteration 325Q: 17 clusters Score -1.180564e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 88865 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 102681 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 45150 members 
Mstep: Class 11 contains 21814 members 
Mstep: Class 12 contains 219665 members 
Mstep: Class 13 contains 165765 members 
Mstep: Class 14 contains 189522 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 56761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056448.000000 Penalty: 54895.289062
Iteration 326Q: 17 clusters Score -1.180564e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 89073 members 
Mstep: Class 3 contains 48107 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 102006 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45245 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 219989 members 
Mstep: Class 13 contains 165747 members 
Mstep: Class 14 contains 189506 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 56968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056352.000000 Penalty: 54895.289062
Iteration 327Q: 17 clusters Score -1.180564e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 89267 members 
Mstep: Class 3 contains 48106 members 
Mstep: Class 4 contains 58745 members 
Mstep: Class 6 contains 101287 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 11 contains 21819 members 
Mstep: Class 12 contains 220294 members 
Mstep: Class 13 contains 165782 members 
Mstep: Class 14 contains 189514 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056336.000000 Penalty: 54895.289062
Iteration 328Q: 17 clusters Score -1.180563e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 89439 members 
Mstep: Class 3 contains 48090 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 100617 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45416 members 
Mstep: Class 11 contains 21824 members 
Mstep: Class 12 contains 220600 members 
Mstep: Class 13 contains 165817 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056016.000000 Penalty: 54895.289062
Iteration 329Q: 17 clusters Score -1.18056e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 89621 members 
Mstep: Class 3 contains 48075 members 
Mstep: Class 4 contains 58748 members 
Mstep: Class 6 contains 99939 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45492 members 
Mstep: Class 11 contains 21827 members 
Mstep: Class 12 contains 220892 members 
Mstep: Class 13 contains 165876 members 
Mstep: Class 14 contains 189536 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056240.000000 Penalty: 54895.289062
Iteration 330Q: 17 clusters Score -1.180562e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 89817 members 
Mstep: Class 3 contains 48069 members 
Mstep: Class 4 contains 58747 members 
Mstep: Class 6 contains 99297 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45564 members 
Mstep: Class 11 contains 21827 members 
Mstep: Class 12 contains 221161 members 
Mstep: Class 13 contains 165919 members 
Mstep: Class 14 contains 189545 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056240.000000 Penalty: 54895.289062
Iteration 331Q: 17 clusters Score -1.180562e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 89987 members 
Mstep: Class 3 contains 48062 members 
Mstep: Class 4 contains 58747 members 
Mstep: Class 6 contains 98695 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45651 members 
Mstep: Class 11 contains 21829 members 
Mstep: Class 12 contains 221374 members 
Mstep: Class 13 contains 165997 members 
Mstep: Class 14 contains 189542 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 7621 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056208.000000 Penalty: 54895.289062
Iteration 332Q: 17 clusters Score -1.180562e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 90156 members 
Mstep: Class 3 contains 48063 members 
Mstep: Class 4 contains 58747 members 
Mstep: Class 6 contains 98103 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45734 members 
Mstep: Class 11 contains 21827 members 
Mstep: Class 12 contains 221529 members 
Mstep: Class 13 contains 166110 members 
Mstep: Class 14 contains 189542 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 57966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056264.000000 Penalty: 54895.289062
Iteration 333Q: 17 clusters Score -1.180563e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 90293 members 
Mstep: Class 3 contains 48049 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 97526 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45796 members 
Mstep: Class 11 contains 21829 members 
Mstep: Class 12 contains 221696 members 
Mstep: Class 13 contains 166226 members 
Mstep: Class 14 contains 189578 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 58127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056408.000000 Penalty: 54895.289062
Iteration 334Q: 17 clusters Score -1.180564e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 90417 members 
Mstep: Class 3 contains 48034 members 
Mstep: Class 4 contains 58741 members 
Mstep: Class 6 contains 96956 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45849 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 221847 members 
Mstep: Class 13 contains 166382 members 
Mstep: Class 14 contains 189610 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 7366 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 58287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056352.000000 Penalty: 54895.289062
Iteration 335Q: 17 clusters Score -1.180564e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 90532 members 
Mstep: Class 3 contains 48027 members 
Mstep: Class 4 contains 58738 members 
Mstep: Class 6 contains 96433 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45904 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 12 contains 221970 members 
Mstep: Class 13 contains 166541 members 
Mstep: Class 14 contains 189618 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 58450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056224.000000 Penalty: 54895.289062
Iteration 336Q: 17 clusters Score -1.180562e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 90664 members 
Mstep: Class 3 contains 48026 members 
Mstep: Class 4 contains 58733 members 
Mstep: Class 6 contains 95906 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 222101 members 
Mstep: Class 13 contains 166704 members 
Mstep: Class 14 contains 189616 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 58597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056448.000000 Penalty: 54895.289062
Iteration 337Q: 17 clusters Score -1.180564e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 90789 members 
Mstep: Class 3 contains 48020 members 
Mstep: Class 4 contains 58732 members 
Mstep: Class 6 contains 95423 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 45999 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 222242 members 
Mstep: Class 13 contains 166841 members 
Mstep: Class 14 contains 189603 members 
Mstep: Class 15 contains 2748 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 7113 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 58731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056288.000000 Penalty: 54895.289062
Iteration 338Q: 17 clusters Score -1.180563e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 90892 members 
Mstep: Class 3 contains 48000 members 
Mstep: Class 4 contains 58727 members 
Mstep: Class 6 contains 94990 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 46035 members 
Mstep: Class 11 contains 21834 members 
Mstep: Class 12 contains 222360 members 
Mstep: Class 13 contains 166970 members 
Mstep: Class 14 contains 189610 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 7046 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 58863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056136.000000 Penalty: 54895.289062
Iteration 339Q: 17 clusters Score -1.180561e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 91009 members 
Mstep: Class 3 contains 47983 members 
Mstep: Class 4 contains 58724 members 
Mstep: Class 6 contains 94582 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 46077 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 222485 members 
Mstep: Class 13 contains 167071 members 
Mstep: Class 14 contains 189598 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 6981 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 58986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056136.000000 Penalty: 54895.289062
Iteration 340F: 17 clusters Score -1.180561e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 91103 members 
Mstep: Class 3 contains 47987 members 
Mstep: Class 4 contains 58722 members 
Mstep: Class 6 contains 94206 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 9 contains 46112 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 222568 members 
Mstep: Class 13 contains 167186 members 
Mstep: Class 14 contains 189600 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6150 members 
Mstep: Class 18 contains 6898 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 59115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056288.000000 Penalty: 54895.289062
Iteration 341Q: 17 clusters Score -1.180563e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 91208 members 
Mstep: Class 3 contains 47989 members 
Mstep: Class 4 contains 58728 members 
Mstep: Class 6 contains 93845 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 222626 members 
Mstep: Class 13 contains 167298 members 
Mstep: Class 14 contains 189604 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 59232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056472.000000 Penalty: 54895.289062
Iteration 342Q: 17 clusters Score -1.180565e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 91299 members 
Mstep: Class 3 contains 47986 members 
Mstep: Class 4 contains 58731 members 
Mstep: Class 6 contains 93478 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 46178 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 12 contains 222700 members 
Mstep: Class 13 contains 167402 members 
Mstep: Class 14 contains 189627 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 59361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056456.000000 Penalty: 54895.289062
Iteration 343Q: 17 clusters Score -1.180565e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 91370 members 
Mstep: Class 3 contains 47978 members 
Mstep: Class 4 contains 58732 members 
Mstep: Class 6 contains 93158 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 9 contains 46215 members 
Mstep: Class 11 contains 21834 members 
Mstep: Class 12 contains 222770 members 
Mstep: Class 13 contains 167482 members 
Mstep: Class 14 contains 189651 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 59489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056296.000000 Penalty: 54895.289062
Iteration 344Q: 17 clusters Score -1.180563e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 91436 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 6 contains 92852 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46261 members 
Mstep: Class 11 contains 21834 members 
Mstep: Class 12 contains 222821 members 
Mstep: Class 13 contains 167560 members 
Mstep: Class 14 contains 189657 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 6572 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 59636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056312.000000 Penalty: 54895.289062
Iteration 345Q: 17 clusters Score -1.180563e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 91508 members 
Mstep: Class 3 contains 47958 members 
Mstep: Class 4 contains 58736 members 
Mstep: Class 6 contains 92542 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46297 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 222874 members 
Mstep: Class 13 contains 167624 members 
Mstep: Class 14 contains 189676 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 6482 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 59802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056368.000000 Penalty: 54895.289062
Iteration 346Q: 17 clusters Score -1.180564e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 91569 members 
Mstep: Class 3 contains 47960 members 
Mstep: Class 4 contains 58739 members 
Mstep: Class 6 contains 92219 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46339 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 222948 members 
Mstep: Class 13 contains 167687 members 
Mstep: Class 14 contains 189686 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 6404 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 59947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056296.000000 Penalty: 54895.289062
Iteration 347Q: 17 clusters Score -1.180563e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 91650 members 
Mstep: Class 3 contains 47952 members 
Mstep: Class 4 contains 58741 members 
Mstep: Class 6 contains 91889 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46376 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 223032 members 
Mstep: Class 13 contains 167722 members 
Mstep: Class 14 contains 189704 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 6322 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056344.000000 Penalty: 54895.289062
Iteration 348Q: 17 clusters Score -1.180563e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 91731 members 
Mstep: Class 3 contains 47944 members 
Mstep: Class 4 contains 58745 members 
Mstep: Class 6 contains 91563 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46424 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 223124 members 
Mstep: Class 13 contains 167753 members 
Mstep: Class 14 contains 189709 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 6258 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056200.000000 Penalty: 54895.289062
Iteration 349Q: 17 clusters Score -1.180562e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 91795 members 
Mstep: Class 3 contains 47936 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 91242 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46453 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 223220 members 
Mstep: Class 13 contains 167800 members 
Mstep: Class 14 contains 189734 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056272.000000 Penalty: 54895.289062
Iteration 350Q: 17 clusters Score -1.180563e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 91858 members 
Mstep: Class 3 contains 47925 members 
Mstep: Class 4 contains 58742 members 
Mstep: Class 6 contains 90927 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46484 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 223338 members 
Mstep: Class 13 contains 167838 members 
Mstep: Class 14 contains 189740 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056168.000000 Penalty: 54895.289062
Iteration 351Q: 17 clusters Score -1.180562e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 91931 members 
Mstep: Class 3 contains 47929 members 
Mstep: Class 4 contains 58742 members 
Mstep: Class 6 contains 90606 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46525 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 223449 members 
Mstep: Class 13 contains 167867 members 
Mstep: Class 14 contains 189749 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056304.000000 Penalty: 54895.289062
Iteration 352Q: 17 clusters Score -1.180563e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 92011 members 
Mstep: Class 3 contains 47915 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 90295 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46551 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 223575 members 
Mstep: Class 13 contains 167898 members 
Mstep: Class 14 contains 189750 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056480.000000 Penalty: 54895.289062
Iteration 353Q: 17 clusters Score -1.180565e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 92073 members 
Mstep: Class 3 contains 47911 members 
Mstep: Class 4 contains 58746 members 
Mstep: Class 6 contains 89970 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 11 contains 21837 members 
Mstep: Class 12 contains 223668 members 
Mstep: Class 13 contains 167948 members 
Mstep: Class 14 contains 189777 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 60919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056432.000000 Penalty: 54895.289062
Iteration 354Q: 17 clusters Score -1.180564e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 92138 members 
Mstep: Class 3 contains 47912 members 
Mstep: Class 4 contains 58742 members 
Mstep: Class 6 contains 89663 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 9 contains 46608 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 223742 members 
Mstep: Class 13 contains 168012 members 
Mstep: Class 14 contains 189781 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6164 members 
Mstep: Class 18 contains 5849 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056480.000000 Penalty: 54895.289062
Iteration 355Q: 17 clusters Score -1.180565e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 92204 members 
Mstep: Class 3 contains 47902 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 6 contains 89377 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46648 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 223795 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 14 contains 189803 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6163 members 
Mstep: Class 18 contains 5804 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 356Q: 17 clusters Score -1.180567e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 92262 members 
Mstep: Class 3 contains 47895 members 
Mstep: Class 4 contains 58736 members 
Mstep: Class 6 contains 89114 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46672 members 
Mstep: Class 11 contains 21843 members 
Mstep: Class 12 contains 223860 members 
Mstep: Class 13 contains 168114 members 
Mstep: Class 14 contains 189818 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056856.000000 Penalty: 54895.289062
Iteration 357Q: 17 clusters Score -1.180569e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 92336 members 
Mstep: Class 3 contains 47883 members 
Mstep: Class 4 contains 58737 members 
Mstep: Class 6 contains 88877 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46692 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 223899 members 
Mstep: Class 13 contains 168153 members 
Mstep: Class 14 contains 189838 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 358Q: 17 clusters Score -1.180567e+08 nChanged 537
Entering ConstructFrom: 
Score: -118056664.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -289177.218750 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -289177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286178.031250 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -286178 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286735.375000 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -286735.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -286881.906250 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -286881.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -286958.781250 Penalty: 3900.942627
	Iteration 3Q: 3 clusters Score -286958.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -287017.812500 Penalty: 3900.942627
	Iteration 4Q: 3 clusters Score -287017.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -287061.312500 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -287061.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287100.062500 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -287100.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287142.906250 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -287142.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -287203.781250 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -287203.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287272.968750 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -287273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -287353.562500 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -287353.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -287453.031250 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -287453 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -287589.375000 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -287589.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -287744.281250 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -287744.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287837.593750 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -287837.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287900.437500 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -287900.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -287953.125000 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -287953.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288000.906250 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -288000.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -288044.437500 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -288044.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288070.093750 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -288070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -288090.937500 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -288090.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288107.625000 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -288107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288119.468750 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -288119.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -288127.906250 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -288127.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288132.843750 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -288132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -288138.906250 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -288138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -288149.656250 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -288149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -288154.718750 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -288154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288160.125000 Penalty: 3900.942627
	Iteration 28Q: 3 clusters Score -288160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288162.875000 Penalty: 3900.942627
	Iteration 29Q: 3 clusters Score -288162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288168.500000 Penalty: 3900.942627
	Iteration 30Q: 3 clusters Score -288168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -288173.968750 Penalty: 3900.942627
	Iteration 31Q: 3 clusters Score -288174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288177.937500 Penalty: 3900.942627
	Iteration 32Q: 3 clusters Score -288177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -288184.125000 Penalty: 3900.942627
	Iteration 33Q: 3 clusters Score -288184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288188.937500 Penalty: 3900.942627
	Iteration 34Q: 3 clusters Score -288188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288189.531250 Penalty: 3900.942627
	Iteration 35Q: 3 clusters Score -288189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -288191.531250 Penalty: 3900.942627
	Iteration 36Q: 3 clusters Score -288191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -288196.468750 Penalty: 3900.942627
	Iteration 37Q: 3 clusters Score -288196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288199.468750 Penalty: 3900.942627
	Iteration 38Q: 3 clusters Score -288199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -288202.437500 Penalty: 3900.942627
	Iteration 39Q: 3 clusters Score -288202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -288202.531250 Penalty: 3900.942627
	Iteration 40F: 3 clusters Score -288202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -288204.093750 Penalty: 3900.942627
	Iteration 41Q: 3 clusters Score -288204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -288204.937500 Penalty: 3900.942627
	Iteration 42Q: 3 clusters Score -288204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288206.218750 Penalty: 3900.942627
	Iteration 43Q: 3 clusters Score -288206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -288206.437500 Penalty: 3900.942627
	Iteration 44Q: 3 clusters Score -288206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -288206.437500 Penalty: 3900.942627
	Iteration 45F: 3 clusters Score -288206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Entering Unmasked Estep 
Score: -10961081.000000 Penalty: 2835.613525
	Iteration 0F: 2 clusters Score -1.096108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -10898999.000000 Penalty: 5671.227051
	Iteration 0F: 3 clusters Score -1.0899e+07 nChanged 43680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -10923779.000000 Penalty: 5671.227051
	Iteration 1F: 3 clusters Score -1.092378e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -10924370.000000 Penalty: 5671.227051
	Iteration 2Q: 3 clusters Score -1.092437e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -10924918.000000 Penalty: 5671.227051
	Iteration 3Q: 3 clusters Score -1.092492e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -10925614.000000 Penalty: 5671.227051
	Iteration 4Q: 3 clusters Score -1.092561e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -10926567.000000 Penalty: 5671.227051
	Iteration 5Q: 3 clusters Score -1.092657e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -10928216.000000 Penalty: 5671.227051
	Iteration 6Q: 3 clusters Score -1.092822e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -10930827.000000 Penalty: 5671.227051
	Iteration 7F: 3 clusters Score -1.093083e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -10934981.000000 Penalty: 5671.227051
	Iteration 8F: 3 clusters Score -1.093498e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -10940574.000000 Penalty: 5671.227051
	Iteration 9F: 3 clusters Score -1.094057e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -10946885.000000 Penalty: 5671.227051
	Iteration 10F: 3 clusters Score -1.094688e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -10951889.000000 Penalty: 5671.227051
	Iteration 11F: 3 clusters Score -1.095189e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -10954018.000000 Penalty: 5671.227051
	Iteration 12Q: 3 clusters Score -1.095402e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -10954732.000000 Penalty: 5671.227051
	Iteration 13Q: 3 clusters Score -1.095473e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -10955265.000000 Penalty: 5671.227051
	Iteration 14Q: 3 clusters Score -1.095526e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -10955630.000000 Penalty: 5671.227051
	Iteration 15Q: 3 clusters Score -1.095563e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10955930.000000 Penalty: 5671.227051
	Iteration 16Q: 3 clusters Score -1.095593e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -10956196.000000 Penalty: 5671.227051
	Iteration 17Q: 3 clusters Score -1.09562e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -10956498.000000 Penalty: 5671.227051
	Iteration 18Q: 3 clusters Score -1.09565e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -10956666.000000 Penalty: 5671.227051
	Iteration 19Q: 3 clusters Score -1.095667e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -10956900.000000 Penalty: 5671.227051
	Iteration 20F: 3 clusters Score -1.09569e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -10957094.000000 Penalty: 5671.227051
	Iteration 21Q: 3 clusters Score -1.095709e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -10957348.000000 Penalty: 5671.227051
	Iteration 22Q: 3 clusters Score -1.095735e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -10957551.000000 Penalty: 5671.227051
	Iteration 23Q: 3 clusters Score -1.095755e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -10957665.000000 Penalty: 5671.227051
	Iteration 24Q: 3 clusters Score -1.095766e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -10957772.000000 Penalty: 5671.227051
	Iteration 25Q: 3 clusters Score -1.095777e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -10957976.000000 Penalty: 5671.227051
	Iteration 26Q: 3 clusters Score -1.095798e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -10958098.000000 Penalty: 5671.227051
	Iteration 27Q: 3 clusters Score -1.09581e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -10958243.000000 Penalty: 5671.227051
	Iteration 28Q: 3 clusters Score -1.095824e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -10958353.000000 Penalty: 5671.227051
	Iteration 29Q: 3 clusters Score -1.095835e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -10958378.000000 Penalty: 5671.227051
	Iteration 30Q: 3 clusters Score -1.095838e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -10958471.000000 Penalty: 5671.227051
	Iteration 31Q: 3 clusters Score -1.095847e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -10958539.000000 Penalty: 5671.227051
	Iteration 32Q: 3 clusters Score -1.095854e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -10958596.000000 Penalty: 5671.227051
	Iteration 33Q: 3 clusters Score -1.09586e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -10958616.000000 Penalty: 5671.227051
	Iteration 34Q: 3 clusters Score -1.095862e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -10958654.000000 Penalty: 5671.227051
	Iteration 35Q: 3 clusters Score -1.095865e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -10958715.000000 Penalty: 5671.227051
	Iteration 36Q: 3 clusters Score -1.095872e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -10958738.000000 Penalty: 5671.227051
	Iteration 37Q: 3 clusters Score -1.095874e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -10958756.000000 Penalty: 5671.227051
	Iteration 38Q: 3 clusters Score -1.095876e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -10958800.000000 Penalty: 5671.227051
	Iteration 39Q: 3 clusters Score -1.09588e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -10958868.000000 Penalty: 5671.227051
	Iteration 40F: 3 clusters Score -1.095887e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 88721 members 
Entering Unmasked Estep 
Score: -10958878.000000 Penalty: 5671.227051
	Iteration 41Q: 3 clusters Score -1.095888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -10958892.000000 Penalty: 5671.227051
	Iteration 42Q: 3 clusters Score -1.095889e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -10958908.000000 Penalty: 5671.227051
	Iteration 43Q: 3 clusters Score -1.095891e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -10958946.000000 Penalty: 5671.227051
	Iteration 44Q: 3 clusters Score -1.095895e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -10958932.000000 Penalty: 5671.227051
	Iteration 45Q: 3 clusters Score -1.095893e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -10958924.000000 Penalty: 5671.227051
	Iteration 46Q: 3 clusters Score -1.095892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -10958921.000000 Penalty: 5671.227051
	Iteration 47Q: 3 clusters Score -1.095892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -10958926.000000 Penalty: 5671.227051
	Iteration 48Q: 3 clusters Score -1.095893e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -10958938.000000 Penalty: 5671.227051
	Iteration 49Q: 3 clusters Score -1.095894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -10958959.000000 Penalty: 5671.227051
	Iteration 50Q: 3 clusters Score -1.095896e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -10958947.000000 Penalty: 5671.227051
	Iteration 51Q: 3 clusters Score -1.095895e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -10958955.000000 Penalty: 5671.227051
	Iteration 52Q: 3 clusters Score -1.095896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -10958945.000000 Penalty: 5671.227051
	Iteration 53Q: 3 clusters Score -1.095894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -10958930.000000 Penalty: 5671.227051
	Iteration 54Q: 3 clusters Score -1.095893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -10958946.000000 Penalty: 5671.227051
	Iteration 55Q: 3 clusters Score -1.095895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -10958957.000000 Penalty: 5671.227051
	Iteration 56Q: 3 clusters Score -1.095896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -10958954.000000 Penalty: 5671.227051
	Iteration 57Q: 3 clusters Score -1.095895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -10958977.000000 Penalty: 5671.227051
	Iteration 58Q: 3 clusters Score -1.095898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -10958973.000000 Penalty: 5671.227051
	Iteration 59Q: 3 clusters Score -1.095897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -10958949.000000 Penalty: 5671.227051
	Iteration 60F: 3 clusters Score -1.095895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10958968.000000 Penalty: 5671.227051
	Iteration 61Q: 3 clusters Score -1.095897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -10958989.000000 Penalty: 5671.227051
	Iteration 62Q: 3 clusters Score -1.095899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -10958980.000000 Penalty: 5671.227051
	Iteration 63Q: 3 clusters Score -1.095898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -10958968.000000 Penalty: 5671.227051
	Iteration 64Q: 3 clusters Score -1.095897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -10958973.000000 Penalty: 5671.227051
	Iteration 65Q: 3 clusters Score -1.095897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -10958961.000000 Penalty: 5671.227051
	Iteration 66Q: 3 clusters Score -1.095896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -10958970.000000 Penalty: 5671.227051
	Iteration 67Q: 3 clusters Score -1.095897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -10958974.000000 Penalty: 5671.227051
	Iteration 68Q: 3 clusters Score -1.095897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -10958980.000000 Penalty: 5671.227051
	Iteration 69Q: 3 clusters Score -1.095898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -10958985.000000 Penalty: 5671.227051
	Iteration 70Q: 3 clusters Score -1.095898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -10958980.000000 Penalty: 5671.227051
	Iteration 71Q: 3 clusters Score -1.095898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -10958991.000000 Penalty: 5671.227051
	Iteration 72Q: 3 clusters Score -1.095899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -10958983.000000 Penalty: 5671.227051
	Iteration 73Q: 3 clusters Score -1.095898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -10958985.000000 Penalty: 5671.227051
	Iteration 74Q: 3 clusters Score -1.095898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -10958979.000000 Penalty: 5671.227051
	Iteration 75Q: 3 clusters Score -1.095898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -10958994.000000 Penalty: 5671.227051
	Iteration 76Q: 3 clusters Score -1.095899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -10958989.000000 Penalty: 5671.227051
	Iteration 77Q: 3 clusters Score -1.095899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -10958984.000000 Penalty: 5671.227051
	Iteration 78Q: 3 clusters Score -1.095898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -10958996.000000 Penalty: 5671.227051
	Iteration 79Q: 3 clusters Score -1.0959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -10958998.000000 Penalty: 5671.227051
	Iteration 80F: 3 clusters Score -1.0959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -10958994.000000 Penalty: 5671.227051
	Iteration 81Q: 3 clusters Score -1.095899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -10958998.000000 Penalty: 5671.227051
	Iteration 82Q: 3 clusters Score -1.0959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -10959002.000000 Penalty: 5671.227051
	Iteration 83Q: 3 clusters Score -1.0959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -10958996.000000 Penalty: 5671.227051
	Iteration 84Q: 3 clusters Score -1.0959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -10958991.000000 Penalty: 5671.227051
	Iteration 85Q: 3 clusters Score -1.095899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -10958991.000000 Penalty: 5671.227051
	Iteration 86F: 3 clusters Score -1.095899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Entering Unmasked Estep 
Score: -5466468.000000 Penalty: 2672.519043
	Iteration 0F: 2 clusters Score -5466468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5434321.500000 Penalty: 5345.038086
	Iteration 0F: 3 clusters Score -5434322 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5446410.500000 Penalty: 5345.038086
	Iteration 1F: 3 clusters Score -5446410 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5446901.000000 Penalty: 5345.038086
	Iteration 2Q: 3 clusters Score -5446901 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5447395.000000 Penalty: 5345.038086
	Iteration 3Q: 3 clusters Score -5447395 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5447947.000000 Penalty: 5345.038086
	Iteration 4Q: 3 clusters Score -5447947 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5448589.000000 Penalty: 5345.038086
	Iteration 5Q: 3 clusters Score -5448589 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -5449408.000000 Penalty: 5345.038086
	Iteration 6Q: 3 clusters Score -5449408 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -5450471.500000 Penalty: 5345.038086
	Iteration 7Q: 3 clusters Score -5450472 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5451903.000000 Penalty: 5345.038086
	Iteration 8F: 3 clusters Score -5451903 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5453721.000000 Penalty: 5345.038086
	Iteration 9F: 3 clusters Score -5453721 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5455782.000000 Penalty: 5345.038086
	Iteration 10F: 3 clusters Score -5455782 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5457922.500000 Penalty: 5345.038086
	Iteration 11F: 3 clusters Score -5457922 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -5459842.000000 Penalty: 5345.038086
	Iteration 12Q: 3 clusters Score -5459842 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -5461475.500000 Penalty: 5345.038086
	Iteration 13Q: 3 clusters Score -5461476 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5462564.000000 Penalty: 5345.038086
	Iteration 14Q: 3 clusters Score -5462564 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5463131.000000 Penalty: 5345.038086
	Iteration 15Q: 3 clusters Score -5463131 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -5463478.500000 Penalty: 5345.038086
	Iteration 16Q: 3 clusters Score -5463478 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5463699.500000 Penalty: 5345.038086
	Iteration 17Q: 3 clusters Score -5463700 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5463842.000000 Penalty: 5345.038086
	Iteration 18Q: 3 clusters Score -5463842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5463917.000000 Penalty: 5345.038086
	Iteration 19Q: 3 clusters Score -5463917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5463966.000000 Penalty: 5345.038086
	Iteration 20F: 3 clusters Score -5463966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5464011.500000 Penalty: 5345.038086
	Iteration 21Q: 3 clusters Score -5464012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5464044.000000 Penalty: 5345.038086
	Iteration 22Q: 3 clusters Score -5464044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5464049.000000 Penalty: 5345.038086
	Iteration 23Q: 3 clusters Score -5464049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5464080.500000 Penalty: 5345.038086
	Iteration 24Q: 3 clusters Score -5464080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5464091.000000 Penalty: 5345.038086
	Iteration 25Q: 3 clusters Score -5464091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -5464107.000000 Penalty: 5345.038086
	Iteration 26Q: 3 clusters Score -5464107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5464107.500000 Penalty: 5345.038086
	Iteration 27Q: 3 clusters Score -5464108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -5464119.000000 Penalty: 5345.038086
	Iteration 28Q: 3 clusters Score -5464119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -5464110.500000 Penalty: 5345.038086
	Iteration 29Q: 3 clusters Score -5464110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5464116.000000 Penalty: 5345.038086
	Iteration 30Q: 3 clusters Score -5464116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -5464122.000000 Penalty: 5345.038086
	Iteration 31Q: 3 clusters Score -5464122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5464126.000000 Penalty: 5345.038086
	Iteration 32Q: 3 clusters Score -5464126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -5464126.500000 Penalty: 5345.038086
	Iteration 33Q: 3 clusters Score -5464126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5464128.500000 Penalty: 5345.038086
	Iteration 34Q: 3 clusters Score -5464128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -5464127.500000 Penalty: 5345.038086
	Iteration 35Q: 3 clusters Score -5464128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -5464127.500000 Penalty: 5345.038086
	Iteration 36F: 3 clusters Score -5464128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Entering Unmasked Estep 
Score: -6948088.000000 Penalty: 2723.236084
	Iteration 0F: 2 clusters Score -6948088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6908805.000000 Penalty: 5446.472168
	Iteration 0F: 3 clusters Score -6908805 nChanged 27113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -6923767.500000 Penalty: 5446.472168
	Iteration 1F: 3 clusters Score -6923768 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6924582.000000 Penalty: 5446.472168
	Iteration 2Q: 3 clusters Score -6924582 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6925729.000000 Penalty: 5446.472168
	Iteration 3Q: 3 clusters Score -6925729 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -6927405.500000 Penalty: 5446.472168
	Iteration 4F: 3 clusters Score -6927406 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6930245.500000 Penalty: 5446.472168
	Iteration 5F: 3 clusters Score -6930246 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6934363.500000 Penalty: 5446.472168
	Iteration 6F: 3 clusters Score -6934364 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6939078.500000 Penalty: 5446.472168
	Iteration 7F: 3 clusters Score -6939078 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -6942767.000000 Penalty: 5446.472168
	Iteration 8F: 3 clusters Score -6942767 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6944688.500000 Penalty: 5446.472168
	Iteration 9Q: 3 clusters Score -6944688 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -6945451.000000 Penalty: 5446.472168
	Iteration 10Q: 3 clusters Score -6945451 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -6945744.500000 Penalty: 5446.472168
	Iteration 11Q: 3 clusters Score -6945744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -6945886.500000 Penalty: 5446.472168
	Iteration 12Q: 3 clusters Score -6945886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -6945943.000000 Penalty: 5446.472168
	Iteration 13Q: 3 clusters Score -6945943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -6945952.500000 Penalty: 5446.472168
	Iteration 14Q: 3 clusters Score -6945952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -6945982.000000 Penalty: 5446.472168
	Iteration 15Q: 3 clusters Score -6945982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -6945994.500000 Penalty: 5446.472168
	Iteration 16Q: 3 clusters Score -6945994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -6946002.000000 Penalty: 5446.472168
	Iteration 17Q: 3 clusters Score -6946002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -6946001.000000 Penalty: 5446.472168
	Iteration 18Q: 3 clusters Score -6946001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6946000.000000 Penalty: 5446.472168
	Iteration 19Q: 3 clusters Score -6946000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -6946012.000000 Penalty: 5446.472168
	Iteration 20F: 3 clusters Score -6946012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6946011.500000 Penalty: 5446.472168
	Iteration 21Q: 3 clusters Score -6946012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -6946011.500000 Penalty: 5446.472168
	Iteration 22Q: 3 clusters Score -6946012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -6946015.000000 Penalty: 5446.472168
	Iteration 23Q: 3 clusters Score -6946015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6946013.500000 Penalty: 5446.472168
	Iteration 24Q: 3 clusters Score -6946014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -6946018.000000 Penalty: 5446.472168
	Iteration 25Q: 3 clusters Score -6946018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6946016.500000 Penalty: 5446.472168
	Iteration 26Q: 3 clusters Score -6946016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6946016.500000 Penalty: 5446.472168
	Iteration 27F: 3 clusters Score -6946016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88653 members 
Entering Unmasked Estep 
Score: -10535485.000000 Penalty: 2825.336182
	Iteration 0F: 2 clusters Score -1.053548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -10476101.000000 Penalty: 5650.672363
	Iteration 0F: 3 clusters Score -1.04761e+07 nChanged 41714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -10500165.000000 Penalty: 5650.672363
	Iteration 1F: 3 clusters Score -1.050016e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -10501235.000000 Penalty: 5650.672363
	Iteration 2Q: 3 clusters Score -1.050124e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -10502758.000000 Penalty: 5650.672363
	Iteration 3Q: 3 clusters Score -1.050276e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -10504756.000000 Penalty: 5650.672363
	Iteration 4F: 3 clusters Score -1.050476e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -10507792.000000 Penalty: 5650.672363
	Iteration 5F: 3 clusters Score -1.050779e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -10512059.000000 Penalty: 5650.672363
	Iteration 6F: 3 clusters Score -1.051206e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -10517647.000000 Penalty: 5650.672363
	Iteration 7F: 3 clusters Score -1.051765e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -10523293.000000 Penalty: 5650.672363
	Iteration 8F: 3 clusters Score -1.052329e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -10526494.000000 Penalty: 5650.672363
	Iteration 9F: 3 clusters Score -1.052649e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -10527713.000000 Penalty: 5650.672363
	Iteration 10Q: 3 clusters Score -1.052771e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
Score: -10528218.000000 Penalty: 5650.672363
	Iteration 11Q: 3 clusters Score -1.052822e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -10528637.000000 Penalty: 5650.672363
	Iteration 12Q: 3 clusters Score -1.052864e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -10528955.000000 Penalty: 5650.672363
	Iteration 13Q: 3 clusters Score -1.052896e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -10529226.000000 Penalty: 5650.672363
	Iteration 14Q: 3 clusters Score -1.052923e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -10529510.000000 Penalty: 5650.672363
	Iteration 15Q: 3 clusters Score -1.052951e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -10529780.000000 Penalty: 5650.672363
	Iteration 16Q: 3 clusters Score -1.052978e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -10529984.000000 Penalty: 5650.672363
	Iteration 17Q: 3 clusters Score -1.052998e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -10530256.000000 Penalty: 5650.672363
	Iteration 18Q: 3 clusters Score -1.053026e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -10530513.000000 Penalty: 5650.672363
	Iteration 19Q: 3 clusters Score -1.053051e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -10530713.000000 Penalty: 5650.672363
	Iteration 20F: 3 clusters Score -1.053071e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -10530955.000000 Penalty: 5650.672363
	Iteration 21Q: 3 clusters Score -1.053096e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -10531155.000000 Penalty: 5650.672363
	Iteration 22Q: 3 clusters Score -1.053116e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -10531347.000000 Penalty: 5650.672363
	Iteration 23Q: 3 clusters Score -1.053135e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -10531506.000000 Penalty: 5650.672363
	Iteration 24Q: 3 clusters Score -1.053151e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -10531617.000000 Penalty: 5650.672363
	Iteration 25Q: 3 clusters Score -1.053162e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10531812.000000 Penalty: 5650.672363
	Iteration 26Q: 3 clusters Score -1.053181e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -10531959.000000 Penalty: 5650.672363
	Iteration 27Q: 3 clusters Score -1.053196e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -10532091.000000 Penalty: 5650.672363
	Iteration 28Q: 3 clusters Score -1.053209e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -10532188.000000 Penalty: 5650.672363
	Iteration 29Q: 3 clusters Score -1.053219e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -10532301.000000 Penalty: 5650.672363
	Iteration 30Q: 3 clusters Score -1.05323e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -10532381.000000 Penalty: 5650.672363
	Iteration 31Q: 3 clusters Score -1.053238e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -10532519.000000 Penalty: 5650.672363
	Iteration 32Q: 3 clusters Score -1.053252e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -10532632.000000 Penalty: 5650.672363
	Iteration 33Q: 3 clusters Score -1.053263e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -10532711.000000 Penalty: 5650.672363
	Iteration 34Q: 3 clusters Score -1.053271e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -10532796.000000 Penalty: 5650.672363
	Iteration 35Q: 3 clusters Score -1.05328e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -10532879.000000 Penalty: 5650.672363
	Iteration 36Q: 3 clusters Score -1.053288e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10532957.000000 Penalty: 5650.672363
	Iteration 37Q: 3 clusters Score -1.053296e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -10533011.000000 Penalty: 5650.672363
	Iteration 38Q: 3 clusters Score -1.053301e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -10533048.000000 Penalty: 5650.672363
	Iteration 39Q: 3 clusters Score -1.053305e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -10533130.000000 Penalty: 5650.672363
	Iteration 40F: 3 clusters Score -1.053313e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -10533148.000000 Penalty: 5650.672363
	Iteration 41Q: 3 clusters Score -1.053315e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10533178.000000 Penalty: 5650.672363
	Iteration 42Q: 3 clusters Score -1.053318e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -10533206.000000 Penalty: 5650.672363
	Iteration 43Q: 3 clusters Score -1.053321e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -10533207.000000 Penalty: 5650.672363
	Iteration 44Q: 3 clusters Score -1.053321e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -10533242.000000 Penalty: 5650.672363
	Iteration 45Q: 3 clusters Score -1.053324e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -10533271.000000 Penalty: 5650.672363
	Iteration 46Q: 3 clusters Score -1.053327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -10533296.000000 Penalty: 5650.672363
	Iteration 47Q: 3 clusters Score -1.05333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -10533330.000000 Penalty: 5650.672363
	Iteration 48Q: 3 clusters Score -1.053333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -10533336.000000 Penalty: 5650.672363
	Iteration 49Q: 3 clusters Score -1.053334e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -10533351.000000 Penalty: 5650.672363
	Iteration 50Q: 3 clusters Score -1.053335e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -10533339.000000 Penalty: 5650.672363
	Iteration 51Q: 3 clusters Score -1.053334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -10533347.000000 Penalty: 5650.672363
	Iteration 52Q: 3 clusters Score -1.053335e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -10533366.000000 Penalty: 5650.672363
	Iteration 53Q: 3 clusters Score -1.053337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -10533369.000000 Penalty: 5650.672363
	Iteration 54Q: 3 clusters Score -1.053337e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -10533410.000000 Penalty: 5650.672363
	Iteration 55Q: 3 clusters Score -1.053341e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -10533416.000000 Penalty: 5650.672363
	Iteration 56Q: 3 clusters Score -1.053342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -10533434.000000 Penalty: 5650.672363
	Iteration 57Q: 3 clusters Score -1.053343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -10533442.000000 Penalty: 5650.672363
	Iteration 58Q: 3 clusters Score -1.053344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -10533448.000000 Penalty: 5650.672363
	Iteration 59Q: 3 clusters Score -1.053345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -10533461.000000 Penalty: 5650.672363
	Iteration 60F: 3 clusters Score -1.053346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -10533458.000000 Penalty: 5650.672363
	Iteration 61Q: 3 clusters Score -1.053346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -10533463.000000 Penalty: 5650.672363
	Iteration 62Q: 3 clusters Score -1.053346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -10533455.000000 Penalty: 5650.672363
	Iteration 63Q: 3 clusters Score -1.053346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -10533465.000000 Penalty: 5650.672363
	Iteration 64Q: 3 clusters Score -1.053346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -10533463.000000 Penalty: 5650.672363
	Iteration 65Q: 3 clusters Score -1.053346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -10533464.000000 Penalty: 5650.672363
	Iteration 66Q: 3 clusters Score -1.053346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -10533475.000000 Penalty: 5650.672363
	Iteration 67Q: 3 clusters Score -1.053348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -10533470.000000 Penalty: 5650.672363
	Iteration 68Q: 3 clusters Score -1.053347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 86454 members 
Entering Unmasked Estep 
Score: -10533466.000000 Penalty: 5650.672363
	Iteration 69Q: 3 clusters Score -1.053347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10533473.000000 Penalty: 5650.672363
	Iteration 70Q: 3 clusters Score -1.053347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -10533484.000000 Penalty: 5650.672363
	Iteration 71Q: 3 clusters Score -1.053348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -10533480.000000 Penalty: 5650.672363
	Iteration 72Q: 3 clusters Score -1.053348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -10533483.000000 Penalty: 5650.672363
	Iteration 73Q: 3 clusters Score -1.053348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -10533486.000000 Penalty: 5650.672363
	Iteration 74Q: 3 clusters Score -1.053349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -10533491.000000 Penalty: 5650.672363
	Iteration 75Q: 3 clusters Score -1.053349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -10533495.000000 Penalty: 5650.672363
	Iteration 76Q: 3 clusters Score -1.05335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -10533503.000000 Penalty: 5650.672363
	Iteration 77Q: 3 clusters Score -1.05335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -10533501.000000 Penalty: 5650.672363
	Iteration 78Q: 3 clusters Score -1.05335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -10533494.000000 Penalty: 5650.672363
	Iteration 79Q: 3 clusters Score -1.053349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -10533496.000000 Penalty: 5650.672363
	Iteration 80F: 3 clusters Score -1.05335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -10533502.000000 Penalty: 5650.672363
	Iteration 81Q: 3 clusters Score -1.05335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -10533507.000000 Penalty: 5650.672363
	Iteration 82Q: 3 clusters Score -1.053351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -10533517.000000 Penalty: 5650.672363
	Iteration 83Q: 3 clusters Score -1.053352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 84Q: 3 clusters Score -1.05335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 85Q: 3 clusters Score -1.05335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -10533511.000000 Penalty: 5650.672363
	Iteration 86Q: 3 clusters Score -1.053351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -10533518.000000 Penalty: 5650.672363
	Iteration 87Q: 3 clusters Score -1.053352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -10533517.000000 Penalty: 5650.672363
	Iteration 88Q: 3 clusters Score -1.053352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -10533507.000000 Penalty: 5650.672363
	Iteration 89Q: 3 clusters Score -1.053351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -10533518.000000 Penalty: 5650.672363
	Iteration 90Q: 3 clusters Score -1.053352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10533509.000000 Penalty: 5650.672363
	Iteration 91Q: 3 clusters Score -1.053351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -10533516.000000 Penalty: 5650.672363
	Iteration 92Q: 3 clusters Score -1.053352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -10533514.000000 Penalty: 5650.672363
	Iteration 93Q: 3 clusters Score -1.053351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -10533513.000000 Penalty: 5650.672363
	Iteration 94Q: 3 clusters Score -1.053351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -10533519.000000 Penalty: 5650.672363
	Iteration 95Q: 3 clusters Score -1.053352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -10533511.000000 Penalty: 5650.672363
	Iteration 96Q: 3 clusters Score -1.053351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -10533512.000000 Penalty: 5650.672363
	Iteration 97Q: 3 clusters Score -1.053351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 86640 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 98Q: 3 clusters Score -1.05335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 99Q: 3 clusters Score -1.05335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -10533504.000000 Penalty: 5650.672363
	Iteration 100F: 3 clusters Score -1.05335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -10533509.000000 Penalty: 5650.672363
	Iteration 101Q: 3 clusters Score -1.053351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -10533506.000000 Penalty: 5650.672363
	Iteration 102Q: 3 clusters Score -1.053351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 103Q: 3 clusters Score -1.05335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 104Q: 3 clusters Score -1.05335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -10533505.000000 Penalty: 5650.672363
	Iteration 105F: 3 clusters Score -1.05335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -141565.500000 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -141565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139474.890625 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -139474.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139817.781250 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -139817.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139903.390625 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -139903.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139943.031250 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -139943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -140001.140625 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -140001.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140150.546875 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -140150.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140282.375000 Penalty: 3547.913818
	Iteration 6F: 3 clusters Score -140282.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140480.843750 Penalty: 3547.913818
	Iteration 7F: 3 clusters Score -140480.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140717.000000 Penalty: 3547.913818
	Iteration 8F: 3 clusters Score -140717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141035.109375 Penalty: 3547.913818
	Iteration 9F: 3 clusters Score -141035.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -141297.578125 Penalty: 3547.913818
	Iteration 10F: 3 clusters Score -141297.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -141560.718750 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -141560.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -141669.406250 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -141669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -141677.578125 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -141677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -141683.125000 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -141683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -141686.812500 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -141686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -141687.500000 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -141687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -141688.859375 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -141688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -141690.046875 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -141690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -141690.046875 Penalty: 3547.913818
	Iteration 19F: 3 clusters Score -141690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 92404 members 
Mstep: Class 3 contains 47872 members 
Mstep: Class 4 contains 58735 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 88653 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 9 contains 46719 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 223931 members 
Mstep: Class 13 contains 168197 members 
Mstep: Class 14 contains 189848 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61469 members 
Entering Unmasked Estep 
Score: -118055352.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118056664.000000 to -118055352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Entering Unmasked Estep 
Score: -5563423.000000 Penalty: 2666.472900
	Iteration 0F: 2 clusters Score -5563423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5532080.500000 Penalty: 5332.945801
	Iteration 0F: 3 clusters Score -5532080 nChanged 21468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5543670.500000 Penalty: 5332.945801
	Iteration 1F: 3 clusters Score -5543670 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5544215.500000 Penalty: 5332.945801
	Iteration 2Q: 3 clusters Score -5544216 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5544973.500000 Penalty: 5332.945801
	Iteration 3Q: 3 clusters Score -5544974 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5545788.500000 Penalty: 5332.945801
	Iteration 4Q: 3 clusters Score -5545788 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5546808.500000 Penalty: 5332.945801
	Iteration 5Q: 3 clusters Score -5546808 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5548028.000000 Penalty: 5332.945801
	Iteration 6F: 3 clusters Score -5548028 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -5549491.000000 Penalty: 5332.945801
	Iteration 7F: 3 clusters Score -5549491 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5551146.000000 Penalty: 5332.945801
	Iteration 8F: 3 clusters Score -5551146 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5552942.500000 Penalty: 5332.945801
	Iteration 9F: 3 clusters Score -5552942 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5554712.000000 Penalty: 5332.945801
	Iteration 10F: 3 clusters Score -5554712 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5556184.500000 Penalty: 5332.945801
	Iteration 11Q: 3 clusters Score -5556184 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5557218.000000 Penalty: 5332.945801
	Iteration 12Q: 3 clusters Score -5557218 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5557951.500000 Penalty: 5332.945801
	Iteration 13Q: 3 clusters Score -5557952 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5558486.000000 Penalty: 5332.945801
	Iteration 14Q: 3 clusters Score -5558486 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5558849.000000 Penalty: 5332.945801
	Iteration 15Q: 3 clusters Score -5558849 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5559190.000000 Penalty: 5332.945801
	Iteration 16Q: 3 clusters Score -5559190 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -5559449.500000 Penalty: 5332.945801
	Iteration 17Q: 3 clusters Score -5559450 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -5559698.000000 Penalty: 5332.945801
	Iteration 18Q: 3 clusters Score -5559698 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -5559966.000000 Penalty: 5332.945801
	Iteration 19Q: 3 clusters Score -5559966 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5560225.500000 Penalty: 5332.945801
	Iteration 20F: 3 clusters Score -5560226 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5560470.000000 Penalty: 5332.945801
	Iteration 21Q: 3 clusters Score -5560470 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -5560754.000000 Penalty: 5332.945801
	Iteration 22Q: 3 clusters Score -5560754 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -5561023.500000 Penalty: 5332.945801
	Iteration 23Q: 3 clusters Score -5561024 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5561260.500000 Penalty: 5332.945801
	Iteration 24Q: 3 clusters Score -5561260 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5561489.000000 Penalty: 5332.945801
	Iteration 25Q: 3 clusters Score -5561489 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -5561700.500000 Penalty: 5332.945801
	Iteration 26Q: 3 clusters Score -5561700 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5561934.000000 Penalty: 5332.945801
	Iteration 27Q: 3 clusters Score -5561934 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5562130.500000 Penalty: 5332.945801
	Iteration 28Q: 3 clusters Score -5562130 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5562309.000000 Penalty: 5332.945801
	Iteration 29Q: 3 clusters Score -5562309 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5562437.000000 Penalty: 5332.945801
	Iteration 30Q: 3 clusters Score -5562437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -5562488.500000 Penalty: 5332.945801
	Iteration 31Q: 3 clusters Score -5562488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5562562.500000 Penalty: 5332.945801
	Iteration 32Q: 3 clusters Score -5562562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5562579.500000 Penalty: 5332.945801
	Iteration 33Q: 3 clusters Score -5562580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5562591.500000 Penalty: 5332.945801
	Iteration 34Q: 3 clusters Score -5562592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5562615.000000 Penalty: 5332.945801
	Iteration 35Q: 3 clusters Score -5562615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5562623.000000 Penalty: 5332.945801
	Iteration 36Q: 3 clusters Score -5562623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5562626.500000 Penalty: 5332.945801
	Iteration 37Q: 3 clusters Score -5562626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5562620.000000 Penalty: 5332.945801
	Iteration 38Q: 3 clusters Score -5562620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5562617.500000 Penalty: 5332.945801
	Iteration 39Q: 3 clusters Score -5562618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5562623.000000 Penalty: 5332.945801
	Iteration 40F: 3 clusters Score -5562623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5562623.500000 Penalty: 5332.945801
	Iteration 41Q: 3 clusters Score -5562624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5562619.500000 Penalty: 5332.945801
	Iteration 42Q: 3 clusters Score -5562620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5562623.500000 Penalty: 5332.945801
	Iteration 43Q: 3 clusters Score -5562624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5562626.000000 Penalty: 5332.945801
	Iteration 44Q: 3 clusters Score -5562626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5562628.500000 Penalty: 5332.945801
	Iteration 45Q: 3 clusters Score -5562628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5562633.000000 Penalty: 5332.945801
	Iteration 46Q: 3 clusters Score -5562633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5562634.500000 Penalty: 5332.945801
	Iteration 47Q: 3 clusters Score -5562634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5562639.000000 Penalty: 5332.945801
	Iteration 48Q: 3 clusters Score -5562639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5562640.000000 Penalty: 5332.945801
	Iteration 49Q: 3 clusters Score -5562640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5562643.500000 Penalty: 5332.945801
	Iteration 50Q: 3 clusters Score -5562644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5562637.500000 Penalty: 5332.945801
	Iteration 51Q: 3 clusters Score -5562638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5562636.000000 Penalty: 5332.945801
	Iteration 52Q: 3 clusters Score -5562636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5562644.000000 Penalty: 5332.945801
	Iteration 53Q: 3 clusters Score -5562644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5562643.500000 Penalty: 5332.945801
	Iteration 54Q: 3 clusters Score -5562644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5562638.000000 Penalty: 5332.945801
	Iteration 55Q: 3 clusters Score -5562638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5562636.000000 Penalty: 5332.945801
	Iteration 56Q: 3 clusters Score -5562636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5562635.500000 Penalty: 5332.945801
	Iteration 57Q: 3 clusters Score -5562636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5562634.500000 Penalty: 5332.945801
	Iteration 58Q: 3 clusters Score -5562634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5562643.500000 Penalty: 5332.945801
	Iteration 59Q: 3 clusters Score -5562644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5562642.000000 Penalty: 5332.945801
	Iteration 60F: 3 clusters Score -5562642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5562640.500000 Penalty: 5332.945801
	Iteration 61Q: 3 clusters Score -5562640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5562640.000000 Penalty: 5332.945801
	Iteration 62Q: 3 clusters Score -5562640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5562640.000000 Penalty: 5332.945801
	Iteration 63F: 3 clusters Score -5562640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -2536573.750000 Penalty: 2477.959961
	Iteration 0F: 2 clusters Score -2536574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2521344.250000 Penalty: 4955.919922
	Iteration 0F: 3 clusters Score -2521344 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2526625.000000 Penalty: 4955.919922
	Iteration 1F: 3 clusters Score -2526625 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2527554.500000 Penalty: 4955.919922
	Iteration 2F: 3 clusters Score -2527554 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2529096.500000 Penalty: 4955.919922
	Iteration 3F: 3 clusters Score -2529096 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2530588.500000 Penalty: 4955.919922
	Iteration 4F: 3 clusters Score -2530588 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2531686.250000 Penalty: 4955.919922
	Iteration 5F: 3 clusters Score -2531686 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2532386.000000 Penalty: 4955.919922
	Iteration 6F: 3 clusters Score -2532386 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2532875.500000 Penalty: 4955.919922
	Iteration 7Q: 3 clusters Score -2532876 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2533297.000000 Penalty: 4955.919922
	Iteration 8Q: 3 clusters Score -2533297 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2533628.500000 Penalty: 4955.919922
	Iteration 9Q: 3 clusters Score -2533628 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2533892.750000 Penalty: 4955.919922
	Iteration 10Q: 3 clusters Score -2533893 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2534096.250000 Penalty: 4955.919922
	Iteration 11Q: 3 clusters Score -2534096 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2534279.500000 Penalty: 4955.919922
	Iteration 12Q: 3 clusters Score -2534280 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2534452.750000 Penalty: 4955.919922
	Iteration 13Q: 3 clusters Score -2534453 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2534602.500000 Penalty: 4955.919922
	Iteration 14Q: 3 clusters Score -2534602 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2534731.500000 Penalty: 4955.919922
	Iteration 15Q: 3 clusters Score -2534732 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2534839.750000 Penalty: 4955.919922
	Iteration 16Q: 3 clusters Score -2534840 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2534938.500000 Penalty: 4955.919922
	Iteration 17Q: 3 clusters Score -2534938 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2535017.250000 Penalty: 4955.919922
	Iteration 18Q: 3 clusters Score -2535017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2535076.500000 Penalty: 4955.919922
	Iteration 19Q: 3 clusters Score -2535076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2535134.250000 Penalty: 4955.919922
	Iteration 20F: 3 clusters Score -2535134 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2535175.000000 Penalty: 4955.919922
	Iteration 21Q: 3 clusters Score -2535175 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2535191.000000 Penalty: 4955.919922
	Iteration 22Q: 3 clusters Score -2535191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2535222.250000 Penalty: 4955.919922
	Iteration 23Q: 3 clusters Score -2535222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2535249.250000 Penalty: 4955.919922
	Iteration 24Q: 3 clusters Score -2535249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2535263.750000 Penalty: 4955.919922
	Iteration 25Q: 3 clusters Score -2535264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2535279.000000 Penalty: 4955.919922
	Iteration 26Q: 3 clusters Score -2535279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2535279.750000 Penalty: 4955.919922
	Iteration 27Q: 3 clusters Score -2535280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2535297.250000 Penalty: 4955.919922
	Iteration 28Q: 3 clusters Score -2535297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2535311.500000 Penalty: 4955.919922
	Iteration 29Q: 3 clusters Score -2535312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2535323.000000 Penalty: 4955.919922
	Iteration 30Q: 3 clusters Score -2535323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2535335.000000 Penalty: 4955.919922
	Iteration 31Q: 3 clusters Score -2535335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2535345.750000 Penalty: 4955.919922
	Iteration 32Q: 3 clusters Score -2535346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2535347.250000 Penalty: 4955.919922
	Iteration 33Q: 3 clusters Score -2535347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2535364.500000 Penalty: 4955.919922
	Iteration 34Q: 3 clusters Score -2535364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2535370.000000 Penalty: 4955.919922
	Iteration 35Q: 3 clusters Score -2535370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2535377.250000 Penalty: 4955.919922
	Iteration 36Q: 3 clusters Score -2535377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2535384.000000 Penalty: 4955.919922
	Iteration 37Q: 3 clusters Score -2535384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2535383.500000 Penalty: 4955.919922
	Iteration 38Q: 3 clusters Score -2535384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2535391.500000 Penalty: 4955.919922
	Iteration 39Q: 3 clusters Score -2535392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2535401.750000 Penalty: 4955.919922
	Iteration 40F: 3 clusters Score -2535402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2535406.000000 Penalty: 4955.919922
	Iteration 41Q: 3 clusters Score -2535406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2535412.000000 Penalty: 4955.919922
	Iteration 42Q: 3 clusters Score -2535412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2535417.750000 Penalty: 4955.919922
	Iteration 43Q: 3 clusters Score -2535418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2535422.250000 Penalty: 4955.919922
	Iteration 44Q: 3 clusters Score -2535422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2535420.250000 Penalty: 4955.919922
	Iteration 45Q: 3 clusters Score -2535420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2535424.750000 Penalty: 4955.919922
	Iteration 46Q: 3 clusters Score -2535425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2535430.500000 Penalty: 4955.919922
	Iteration 47Q: 3 clusters Score -2535430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2535428.750000 Penalty: 4955.919922
	Iteration 48Q: 3 clusters Score -2535429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2535430.250000 Penalty: 4955.919922
	Iteration 49Q: 3 clusters Score -2535430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2535430.750000 Penalty: 4955.919922
	Iteration 50Q: 3 clusters Score -2535431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2535431.750000 Penalty: 4955.919922
	Iteration 51Q: 3 clusters Score -2535432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2535437.750000 Penalty: 4955.919922
	Iteration 52Q: 3 clusters Score -2535438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2535430.500000 Penalty: 4955.919922
	Iteration 53Q: 3 clusters Score -2535430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2535433.750000 Penalty: 4955.919922
	Iteration 54Q: 3 clusters Score -2535434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2535437.250000 Penalty: 4955.919922
	Iteration 55Q: 3 clusters Score -2535437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2535437.750000 Penalty: 4955.919922
	Iteration 56Q: 3 clusters Score -2535438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2535441.500000 Penalty: 4955.919922
	Iteration 57Q: 3 clusters Score -2535442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2535448.250000 Penalty: 4955.919922
	Iteration 58Q: 3 clusters Score -2535448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2535446.500000 Penalty: 4955.919922
	Iteration 59Q: 3 clusters Score -2535446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2535451.500000 Penalty: 4955.919922
	Iteration 60F: 3 clusters Score -2535452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2535446.500000 Penalty: 4955.919922
	Iteration 61Q: 3 clusters Score -2535446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2535448.000000 Penalty: 4955.919922
	Iteration 62Q: 3 clusters Score -2535448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2535451.250000 Penalty: 4955.919922
	Iteration 63Q: 3 clusters Score -2535451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2535448.250000 Penalty: 4955.919922
	Iteration 64Q: 3 clusters Score -2535448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2535451.750000 Penalty: 4955.919922
	Iteration 65Q: 3 clusters Score -2535452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2535452.000000 Penalty: 4955.919922
	Iteration 66Q: 3 clusters Score -2535452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2535450.250000 Penalty: 4955.919922
	Iteration 67Q: 3 clusters Score -2535450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2535446.500000 Penalty: 4955.919922
	Iteration 68Q: 3 clusters Score -2535446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2535446.500000 Penalty: 4955.919922
	Iteration 69F: 3 clusters Score -2535446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (223931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223931 members 
Entering Unmasked Estep 
Score: -26290052.000000 Penalty: 3055.135254
	Iteration 0F: 2 clusters Score -2.629005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 112659 members 
Entering Unmasked Estep 
Score: -26149386.000000 Penalty: 6110.270508
	Iteration 0F: 3 clusters Score -2.614939e+07 nChanged 107835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -26215004.000000 Penalty: 6110.270508
	Iteration 1F: 3 clusters Score -2.6215e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 137301 members 
Entering Unmasked Estep 
Score: -26219220.000000 Penalty: 6110.270508
	Iteration 2Q: 3 clusters Score -2.621922e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 150771 members 
Entering Unmasked Estep 
Score: -26227004.000000 Penalty: 6110.270508
	Iteration 3F: 3 clusters Score -2.6227e+07 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -26240074.000000 Penalty: 6110.270508
	Iteration 4F: 3 clusters Score -2.624007e+07 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 190172 members 
Entering Unmasked Estep 
Score: -26257490.000000 Penalty: 6110.270508
	Iteration 5F: 3 clusters Score -2.625749e+07 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 208160 members 
Entering Unmasked Estep 
Score: -26272882.000000 Penalty: 6110.270508
	Iteration 6F: 3 clusters Score -2.627288e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 218355 members 
Entering Unmasked Estep 
Score: -26282016.000000 Penalty: 6110.270508
	Iteration 7Q: 3 clusters Score -2.628202e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 222297 members 
Entering Unmasked Estep 
Score: -26285658.000000 Penalty: 6110.270508
	Iteration 8Q: 3 clusters Score -2.628566e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 223339 members 
Entering Unmasked Estep 
Score: -26286704.000000 Penalty: 6110.270508
	Iteration 9Q: 3 clusters Score -2.62867e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -26287062.000000 Penalty: 6110.270508
	Iteration 10Q: 3 clusters Score -2.628706e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223668 members 
Entering Unmasked Estep 
Score: -26287202.000000 Penalty: 6110.270508
	Iteration 11Q: 3 clusters Score -2.62872e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223688 members 
Entering Unmasked Estep 
Score: -26287276.000000 Penalty: 6110.270508
	Iteration 12Q: 3 clusters Score -2.628728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 223703 members 
Entering Unmasked Estep 
Score: -26287284.000000 Penalty: 6110.270508
	Iteration 13Q: 3 clusters Score -2.628728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223706 members 
Entering Unmasked Estep 
Score: -26287302.000000 Penalty: 6110.270508
	Iteration 14Q: 3 clusters Score -2.62873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223705 members 
Entering Unmasked Estep 
Score: -26287306.000000 Penalty: 6110.270508
	Iteration 15Q: 3 clusters Score -2.628731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223705 members 
Entering Unmasked Estep 
Score: -26287300.000000 Penalty: 6110.270508
	Iteration 16Q: 3 clusters Score -2.62873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223706 members 
Entering Unmasked Estep 
Score: -26287296.000000 Penalty: 6110.270508
	Iteration 17Q: 3 clusters Score -2.62873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223706 members 
Entering Unmasked Estep 
Score: -26287296.000000 Penalty: 6110.270508
	Iteration 18F: 3 clusters Score -2.62873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Entering Unmasked Estep 
Score: -19879572.000000 Penalty: 2984.156982
	Iteration 0F: 2 clusters Score -1.987957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -19769152.000000 Penalty: 5968.313965
	Iteration 0F: 3 clusters Score -1.976915e+07 nChanged 80483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -19816730.000000 Penalty: 5968.313965
	Iteration 1F: 3 clusters Score -1.981673e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -19817544.000000 Penalty: 5968.313965
	Iteration 2Q: 3 clusters Score -1.981754e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -19818732.000000 Penalty: 5968.313965
	Iteration 3Q: 3 clusters Score -1.981873e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -19820666.000000 Penalty: 5968.313965
	Iteration 4Q: 3 clusters Score -1.982067e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -19823916.000000 Penalty: 5968.313965
	Iteration 5Q: 3 clusters Score -1.982392e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -19829318.000000 Penalty: 5968.313965
	Iteration 6F: 3 clusters Score -1.982932e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -19839044.000000 Penalty: 5968.313965
	Iteration 7F: 3 clusters Score -1.983904e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -19852194.000000 Penalty: 5968.313965
	Iteration 8F: 3 clusters Score -1.985219e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -19864310.000000 Penalty: 5968.313965
	Iteration 9F: 3 clusters Score -1.986431e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -19871926.000000 Penalty: 5968.313965
	Iteration 10F: 3 clusters Score -1.987193e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -19875134.000000 Penalty: 5968.313965
	Iteration 11Q: 3 clusters Score -1.987513e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167242 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19876232.000000 Penalty: 5968.313965
	Iteration 12Q: 3 clusters Score -1.987623e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19876632.000000 Penalty: 5968.313965
	Iteration 13Q: 3 clusters Score -1.987663e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19876780.000000 Penalty: 5968.313965
	Iteration 14Q: 3 clusters Score -1.987678e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19876862.000000 Penalty: 5968.313965
	Iteration 15Q: 3 clusters Score -1.987686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19876910.000000 Penalty: 5968.313965
	Iteration 16Q: 3 clusters Score -1.987691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19876934.000000 Penalty: 5968.313965
	Iteration 17Q: 3 clusters Score -1.987693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19876952.000000 Penalty: 5968.313965
	Iteration 18Q: 3 clusters Score -1.987695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19876966.000000 Penalty: 5968.313965
	Iteration 19Q: 3 clusters Score -1.987697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19876972.000000 Penalty: 5968.313965
	Iteration 20F: 3 clusters Score -1.987697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19876968.000000 Penalty: 5968.313965
	Iteration 21Q: 3 clusters Score -1.987697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19876984.000000 Penalty: 5968.313965
	Iteration 22Q: 3 clusters Score -1.987698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19876990.000000 Penalty: 5968.313965
	Iteration 23Q: 3 clusters Score -1.987699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19876996.000000 Penalty: 5968.313965
	Iteration 24Q: 3 clusters Score -1.9877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19876996.000000 Penalty: 5968.313965
	Iteration 25F: 3 clusters Score -1.9877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189848 members 
Entering Unmasked Estep 
Score: -22536696.000000 Penalty: 3014.186768
	Iteration 0F: 2 clusters Score -2.25367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -22422998.000000 Penalty: 6028.373535
	Iteration 0F: 3 clusters Score -2.2423e+07 nChanged 91605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -22476470.000000 Penalty: 6028.373535
	Iteration 1F: 3 clusters Score -2.247647e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -22477978.000000 Penalty: 6028.373535
	Iteration 2Q: 3 clusters Score -2.247798e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -22479958.000000 Penalty: 6028.373535
	Iteration 3Q: 3 clusters Score -2.247996e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -22482410.000000 Penalty: 6028.373535
	Iteration 4Q: 3 clusters Score -2.248241e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -22485856.000000 Penalty: 6028.373535
	Iteration 5Q: 3 clusters Score -2.248586e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -22490362.000000 Penalty: 6028.373535
	Iteration 6Q: 3 clusters Score -2.249036e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -22496390.000000 Penalty: 6028.373535
	Iteration 7F: 3 clusters Score -2.249639e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -22505024.000000 Penalty: 6028.373535
	Iteration 8F: 3 clusters Score -2.250502e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -22514086.000000 Penalty: 6028.373535
	Iteration 9F: 3 clusters Score -2.251409e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -22520560.000000 Penalty: 6028.373535
	Iteration 10F: 3 clusters Score -2.252056e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -22523382.000000 Penalty: 6028.373535
	Iteration 11Q: 3 clusters Score -2.252338e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -22524674.000000 Penalty: 6028.373535
	Iteration 12Q: 3 clusters Score -2.252467e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 121309 members 
Entering Unmasked Estep 
Score: -22525894.000000 Penalty: 6028.373535
	Iteration 13Q: 3 clusters Score -2.252589e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 123930 members 
Entering Unmasked Estep 
Score: -22526790.000000 Penalty: 6028.373535
	Iteration 14Q: 3 clusters Score -2.252679e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -22527824.000000 Penalty: 6028.373535
	Iteration 15Q: 3 clusters Score -2.252782e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 128891 members 
Entering Unmasked Estep 
Score: -22528750.000000 Penalty: 6028.373535
	Iteration 16Q: 3 clusters Score -2.252875e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -22529738.000000 Penalty: 6028.373535
	Iteration 17Q: 3 clusters Score -2.252974e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -22530410.000000 Penalty: 6028.373535
	Iteration 18Q: 3 clusters Score -2.253041e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -22531172.000000 Penalty: 6028.373535
	Iteration 19Q: 3 clusters Score -2.253117e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -22531884.000000 Penalty: 6028.373535
	Iteration 20F: 3 clusters Score -2.253188e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 140162 members 
Entering Unmasked Estep 
Score: -22532600.000000 Penalty: 6028.373535
	Iteration 21Q: 3 clusters Score -2.25326e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -22533256.000000 Penalty: 6028.373535
	Iteration 22Q: 3 clusters Score -2.253326e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 144560 members 
Entering Unmasked Estep 
Score: -22533760.000000 Penalty: 6028.373535
	Iteration 23Q: 3 clusters Score -2.253376e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -22534396.000000 Penalty: 6028.373535
	Iteration 24Q: 3 clusters Score -2.25344e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -22534982.000000 Penalty: 6028.373535
	Iteration 25Q: 3 clusters Score -2.253498e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -22535628.000000 Penalty: 6028.373535
	Iteration 26Q: 3 clusters Score -2.253563e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 152859 members 
Entering Unmasked Estep 
Score: -22536118.000000 Penalty: 6028.373535
	Iteration 27Q: 3 clusters Score -2.253612e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -22536652.000000 Penalty: 6028.373535
	Iteration 28Q: 3 clusters Score -2.253665e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -22537114.000000 Penalty: 6028.373535
	Iteration 29Q: 3 clusters Score -2.253711e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -22537494.000000 Penalty: 6028.373535
	Iteration 30Q: 3 clusters Score -2.253749e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -22537902.000000 Penalty: 6028.373535
	Iteration 31Q: 3 clusters Score -2.25379e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -22538128.000000 Penalty: 6028.373535
	Iteration 32Q: 3 clusters Score -2.253813e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -22538224.000000 Penalty: 6028.373535
	Iteration 33Q: 3 clusters Score -2.253822e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -22538348.000000 Penalty: 6028.373535
	Iteration 34Q: 3 clusters Score -2.253835e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 169586 members 
Entering Unmasked Estep 
Score: -22538308.000000 Penalty: 6028.373535
	Iteration 35Q: 3 clusters Score -2.253831e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 171356 members 
Entering Unmasked Estep 
Score: -22538404.000000 Penalty: 6028.373535
	Iteration 36Q: 3 clusters Score -2.25384e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -22538480.000000 Penalty: 6028.373535
	Iteration 37Q: 3 clusters Score -2.253848e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 174486 members 
Entering Unmasked Estep 
Score: -22538368.000000 Penalty: 6028.373535
	Iteration 38Q: 3 clusters Score -2.253837e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -22538304.000000 Penalty: 6028.373535
	Iteration 39Q: 3 clusters Score -2.25383e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -22537996.000000 Penalty: 6028.373535
	Iteration 40F: 3 clusters Score -2.2538e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -22537832.000000 Penalty: 6028.373535
	Iteration 41Q: 3 clusters Score -2.253783e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 179200 members 
Entering Unmasked Estep 
Score: -22537694.000000 Penalty: 6028.373535
	Iteration 42Q: 3 clusters Score -2.253769e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -22537372.000000 Penalty: 6028.373535
	Iteration 43Q: 3 clusters Score -2.253737e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 180950 members 
Entering Unmasked Estep 
Score: -22537198.000000 Penalty: 6028.373535
	Iteration 44Q: 3 clusters Score -2.25372e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -22537134.000000 Penalty: 6028.373535
	Iteration 45Q: 3 clusters Score -2.253713e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 182389 members 
Entering Unmasked Estep 
Score: -22537096.000000 Penalty: 6028.373535
	Iteration 46Q: 3 clusters Score -2.25371e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 182987 members 
Entering Unmasked Estep 
Score: -22537082.000000 Penalty: 6028.373535
	Iteration 47Q: 3 clusters Score -2.253708e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 183500 members 
Entering Unmasked Estep 
Score: -22536954.000000 Penalty: 6028.373535
	Iteration 48Q: 3 clusters Score -2.253695e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 183957 members 
Entering Unmasked Estep 
Score: -22536774.000000 Penalty: 6028.373535
	Iteration 49Q: 3 clusters Score -2.253677e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -22536748.000000 Penalty: 6028.373535
	Iteration 50Q: 3 clusters Score -2.253675e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -22536788.000000 Penalty: 6028.373535
	Iteration 51Q: 3 clusters Score -2.253679e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -22536770.000000 Penalty: 6028.373535
	Iteration 52Q: 3 clusters Score -2.253677e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 185344 members 
Entering Unmasked Estep 
Score: -22536788.000000 Penalty: 6028.373535
	Iteration 53Q: 3 clusters Score -2.253679e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 185567 members 
Entering Unmasked Estep 
Score: -22536774.000000 Penalty: 6028.373535
	Iteration 54Q: 3 clusters Score -2.253677e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -22536742.000000 Penalty: 6028.373535
	Iteration 55Q: 3 clusters Score -2.253674e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 185942 members 
Entering Unmasked Estep 
Score: -22536720.000000 Penalty: 6028.373535
	Iteration 56Q: 3 clusters Score -2.253672e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 186103 members 
Entering Unmasked Estep 
Score: -22536722.000000 Penalty: 6028.373535
	Iteration 57Q: 3 clusters Score -2.253672e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 186249 members 
Entering Unmasked Estep 
Score: -22536780.000000 Penalty: 6028.373535
	Iteration 58Q: 3 clusters Score -2.253678e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 186371 members 
Entering Unmasked Estep 
Score: -22536778.000000 Penalty: 6028.373535
	Iteration 59Q: 3 clusters Score -2.253678e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 186492 members 
Entering Unmasked Estep 
Score: -22536714.000000 Penalty: 6028.373535
	Iteration 60F: 3 clusters Score -2.253671e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -22536734.000000 Penalty: 6028.373535
	Iteration 61Q: 3 clusters Score -2.253673e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -22536682.000000 Penalty: 6028.373535
	Iteration 62Q: 3 clusters Score -2.253668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -22536670.000000 Penalty: 6028.373535
	Iteration 63Q: 3 clusters Score -2.253667e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 186845 members 
Entering Unmasked Estep 
Score: -22536640.000000 Penalty: 6028.373535
	Iteration 64Q: 3 clusters Score -2.253664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -22536654.000000 Penalty: 6028.373535
	Iteration 65Q: 3 clusters Score -2.253665e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 186940 members 
Entering Unmasked Estep 
Score: -22536654.000000 Penalty: 6028.373535
	Iteration 66Q: 3 clusters Score -2.253665e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 186969 members 
Entering Unmasked Estep 
Score: -22536620.000000 Penalty: 6028.373535
	Iteration 67Q: 3 clusters Score -2.253662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 186995 members 
Entering Unmasked Estep 
Score: -22536636.000000 Penalty: 6028.373535
	Iteration 68Q: 3 clusters Score -2.253664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -22536600.000000 Penalty: 6028.373535
	Iteration 69Q: 3 clusters Score -2.25366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -22536602.000000 Penalty: 6028.373535
	Iteration 70Q: 3 clusters Score -2.25366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 187064 members 
Entering Unmasked Estep 
Score: -22536602.000000 Penalty: 6028.373535
	Iteration 71Q: 3 clusters Score -2.25366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 187079 members 
Entering Unmasked Estep 
Score: -22536596.000000 Penalty: 6028.373535
	Iteration 72Q: 3 clusters Score -2.25366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 187095 members 
Entering Unmasked Estep 
Score: -22536578.000000 Penalty: 6028.373535
	Iteration 73Q: 3 clusters Score -2.253658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -22536586.000000 Penalty: 6028.373535
	Iteration 74Q: 3 clusters Score -2.253659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 187117 members 
Entering Unmasked Estep 
Score: -22536594.000000 Penalty: 6028.373535
	Iteration 75Q: 3 clusters Score -2.253659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -22536594.000000 Penalty: 6028.373535
	Iteration 76Q: 3 clusters Score -2.253659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 187131 members 
Entering Unmasked Estep 
Score: -22536588.000000 Penalty: 6028.373535
	Iteration 77Q: 3 clusters Score -2.253659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 187135 members 
Entering Unmasked Estep 
Score: -22536566.000000 Penalty: 6028.373535
	Iteration 78Q: 3 clusters Score -2.253657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 187139 members 
Entering Unmasked Estep 
Score: -22536558.000000 Penalty: 6028.373535
	Iteration 79Q: 3 clusters Score -2.253656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 187143 members 
Entering Unmasked Estep 
Score: -22536560.000000 Penalty: 6028.373535
	Iteration 80F: 3 clusters Score -2.253656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 187145 members 
Entering Unmasked Estep 
Score: -22536558.000000 Penalty: 6028.373535
	Iteration 81Q: 3 clusters Score -2.253656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 187148 members 
Entering Unmasked Estep 
Score: -22536564.000000 Penalty: 6028.373535
	Iteration 82Q: 3 clusters Score -2.253656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 187149 members 
Entering Unmasked Estep 
Score: -22536570.000000 Penalty: 6028.373535
	Iteration 83Q: 3 clusters Score -2.253657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 187150 members 
Entering Unmasked Estep 
Score: -22536576.000000 Penalty: 6028.373535
	Iteration 84Q: 3 clusters Score -2.253658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 187151 members 
Entering Unmasked Estep 
Score: -22536560.000000 Penalty: 6028.373535
	Iteration 85Q: 3 clusters Score -2.253656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 187154 members 
Entering Unmasked Estep 
Score: -22536552.000000 Penalty: 6028.373535
	Iteration 86Q: 3 clusters Score -2.253655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -22536562.000000 Penalty: 6028.373535
	Iteration 87Q: 3 clusters Score -2.253656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 187154 members 
Entering Unmasked Estep 
Score: -22536566.000000 Penalty: 6028.373535
	Iteration 88Q: 3 clusters Score -2.253657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -22536568.000000 Penalty: 6028.373535
	Iteration 89Q: 3 clusters Score -2.253657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -22536568.000000 Penalty: 6028.373535
	Iteration 90F: 3 clusters Score -2.253657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -317849.343750 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -317849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -314709.218750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -314709.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -315325.937500 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -315325.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -315480.031250 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -315480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -315559.875000 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -315559.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -315613.968750 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -315614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315660.343750 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -315660.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315703.093750 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -315703.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -315738.500000 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -315738.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -315777.375000 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -315777.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -315803.687500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -315803.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -315822.437500 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -315822.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315832.968750 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -315833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -315842.031250 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -315842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -315852.312500 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -315852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -315862.281250 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -315862.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -315869.968750 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -315870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315873.250000 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -315873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -315877.031250 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -315877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315882.062500 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -315882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315887.187500 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -315887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -315890.500000 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -315890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315892.625000 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -315892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315895.250000 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -315895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315895.937500 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -315895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -315896.781250 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -315896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315899.031250 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -315899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -315900.062500 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -315900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -315903.062500 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -315903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315905.062500 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -315905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -315906.625000 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -315906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -315907.906250 Penalty: 3928.000732
	Iteration 30Q: 3 clusters Score -315907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -315909.437500 Penalty: 3928.000732
	Iteration 31Q: 3 clusters Score -315909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -315910.187500 Penalty: 3928.000732
	Iteration 32Q: 3 clusters Score -315910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -315911.125000 Penalty: 3928.000732
	Iteration 33Q: 3 clusters Score -315911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315912.312500 Penalty: 3928.000732
	Iteration 34Q: 3 clusters Score -315912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -315913.312500 Penalty: 3928.000732
	Iteration 35Q: 3 clusters Score -315913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -315914.125000 Penalty: 3928.000732
	Iteration 36Q: 3 clusters Score -315914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -315915.000000 Penalty: 3928.000732
	Iteration 37Q: 3 clusters Score -315915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -315915.000000 Penalty: 3928.000732
	Iteration 38F: 3 clusters Score -315915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -710507.812500 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -710507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -705309.875000 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -705309.9 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -706540.187500 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -706540.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -706759.812500 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -706759.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -706909.750000 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -706909.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -706999.937500 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -706999.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -707078.312500 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -707078.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -707160.000000 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -707160 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -707249.562500 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -707249.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -707347.500000 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -707347.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -707474.562500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -707474.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -707601.562500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -707601.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -707739.312500 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -707739.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -707867.937500 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -707867.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -708022.937500 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -708022.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -708185.000000 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -708185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -708318.750000 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -708318.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -708440.187500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -708440.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -708535.625000 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -708535.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -708607.312500 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -708607.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -708679.875000 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -708679.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -708724.437500 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -708724.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -708762.000000 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -708762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -708795.687500 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -708795.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -708831.875000 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -708831.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -708859.875000 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -708859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -708876.875000 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -708876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -708886.375000 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -708886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -708898.500000 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -708898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -708904.312500 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -708904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -708908.937500 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -708908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -708913.312500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -708913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -708920.375000 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -708920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -708929.812500 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -708929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -708932.625000 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -708932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -708933.500000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -708933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -708937.000000 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -708937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -708937.375000 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -708937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -708939.437500 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -708939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -708940.687500 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -708940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -708941.187500 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -708941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -708943.000000 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -708943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -708944.937500 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -708944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -708944.500000 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -708944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -708944.500000 Penalty: 4327.690430
	Iteration 43F: 3 clusters Score -708944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -674152.500000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -674152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -669206.687500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -669206.7 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -670376.125000 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -670376.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -670595.875000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -670595.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -670736.812500 Penalty: 4286.637695
	Iteration 3Q: 3 clusters Score -670736.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -670845.750000 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -670845.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -670944.000000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -670944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -671048.187500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -671048.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -671177.687500 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -671177.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -671349.250000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -671349.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -671541.375000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -671541.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -671743.187500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -671743.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -671936.562500 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -671936.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -672118.437500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -672118.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -672270.812500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -672270.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -672397.687500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -672397.7 nChanged 127
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: -672500.375000 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -672500.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -672567.937500 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -672567.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -672625.750000 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -672625.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -672673.875000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -672673.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -672711.250000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -672711.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -672744.750000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -672744.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -672763.312500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -672763.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -672774.812500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -672774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -672784.437500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -672784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -672789.125000 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -672789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -672793.000000 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -672793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -672794.625000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -672794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -672797.625000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -672797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -672799.062500 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -672799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -672799.375000 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -672799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -672799.375000 Penalty: 4286.637695
	Iteration 30F: 3 clusters Score -672799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -102873.750000 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -102873.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101052.914062 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -101052.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101810.976562 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -101811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102504.734375 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -102504.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102809.984375 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -102810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102922.726562 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -102922.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -102974.656250 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -102974.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -102998.023438 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -102998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103013.984375 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -103014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103024.828125 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -103024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -103034.046875 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -103034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103037.664062 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -103037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103042.867188 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -103042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103044.320312 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -103044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103045.156250 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -103045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103046.843750 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -103046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103046.843750 Penalty: 3437.525391
	Iteration 15F: 3 clusters Score -103046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 92404 members 
Mstep: Class 3 contains 47872 members 
Mstep: Class 4 contains 58735 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 88653 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46719 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 223931 members 
Mstep: Class 13 contains 168197 members 
Mstep: Class 14 contains 189848 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 61469 members 
Entering Unmasked Estep 
Score: -118055384.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118056664.000000 to -118055384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (61469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Entering Unmasked Estep 
Score: -7322648.500000 Penalty: 2734.519531
	Iteration 0F: 2 clusters Score -7322648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7281016.000000 Penalty: 5469.039062
	Iteration 0F: 3 clusters Score -7281016 nChanged 28854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -7297270.500000 Penalty: 5469.039062
	Iteration 1F: 3 clusters Score -7297270 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -7297771.000000 Penalty: 5469.039062
	Iteration 2Q: 3 clusters Score -7297771 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7298357.000000 Penalty: 5469.039062
	Iteration 3Q: 3 clusters Score -7298357 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -7298968.000000 Penalty: 5469.039062
	Iteration 4Q: 3 clusters Score -7298968 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7299780.000000 Penalty: 5469.039062
	Iteration 5Q: 3 clusters Score -7299780 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7301084.500000 Penalty: 5469.039062
	Iteration 6Q: 3 clusters Score -7301084 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -7303078.000000 Penalty: 5469.039062
	Iteration 7F: 3 clusters Score -7303078 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -7306397.500000 Penalty: 5469.039062
	Iteration 8F: 3 clusters Score -7306398 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7310871.000000 Penalty: 5469.039062
	Iteration 9F: 3 clusters Score -7310871 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -7315381.500000 Penalty: 5469.039062
	Iteration 10F: 3 clusters Score -7315382 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -7318389.000000 Penalty: 5469.039062
	Iteration 11Q: 3 clusters Score -7318389 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7319565.500000 Penalty: 5469.039062
	Iteration 12Q: 3 clusters Score -7319566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -7319906.500000 Penalty: 5469.039062
	Iteration 13Q: 3 clusters Score -7319906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -7320021.500000 Penalty: 5469.039062
	Iteration 14Q: 3 clusters Score -7320022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -7320084.500000 Penalty: 5469.039062
	Iteration 15Q: 3 clusters Score -7320084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -7320135.500000 Penalty: 5469.039062
	Iteration 16Q: 3 clusters Score -7320136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -7320159.000000 Penalty: 5469.039062
	Iteration 17Q: 3 clusters Score -7320159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7320181.000000 Penalty: 5469.039062
	Iteration 18Q: 3 clusters Score -7320181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -7320185.000000 Penalty: 5469.039062
	Iteration 19Q: 3 clusters Score -7320185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -7320186.500000 Penalty: 5469.039062
	Iteration 20F: 3 clusters Score -7320186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -7320184.500000 Penalty: 5469.039062
	Iteration 21Q: 3 clusters Score -7320184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -7320188.000000 Penalty: 5469.039062
	Iteration 22Q: 3 clusters Score -7320188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7320194.000000 Penalty: 5469.039062
	Iteration 23Q: 3 clusters Score -7320194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -7320197.500000 Penalty: 5469.039062
	Iteration 24Q: 3 clusters Score -7320198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -7320199.500000 Penalty: 5469.039062
	Iteration 25Q: 3 clusters Score -7320200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7320204.500000 Penalty: 5469.039062
	Iteration 26Q: 3 clusters Score -7320204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7320204.500000 Penalty: 5469.039062
	Iteration 27F: 3 clusters Score -7320204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 92404 members 
Mstep: Class 3 contains 47872 members 
Mstep: Class 4 contains 58735 members 
Mstep: Class 6 contains 88653 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46719 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 223931 members 
Mstep: Class 13 contains 168197 members 
Mstep: Class 14 contains 189848 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056856.000000 Penalty: 54895.289062
Iteration 359Q: 17 clusters Score -1.180569e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 92461 members 
Mstep: Class 3 contains 47863 members 
Mstep: Class 4 contains 58732 members 
Mstep: Class 6 contains 88433 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46744 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 12 contains 223969 members 
Mstep: Class 13 contains 168245 members 
Mstep: Class 14 contains 189855 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056832.000000 Penalty: 54895.289062
Iteration 360F: 17 clusters Score -1.180568e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 92521 members 
Mstep: Class 3 contains 47846 members 
Mstep: Class 4 contains 58730 members 
Mstep: Class 6 contains 88209 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46772 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224012 members 
Mstep: Class 13 contains 168292 members 
Mstep: Class 14 contains 189857 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 5581 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056880.000000 Penalty: 54895.289062
Iteration 361Q: 17 clusters Score -1.180569e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 92569 members 
Mstep: Class 3 contains 47826 members 
Mstep: Class 4 contains 58732 members 
Mstep: Class 6 contains 87987 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46801 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224058 members 
Mstep: Class 13 contains 168343 members 
Mstep: Class 14 contains 189868 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 5525 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056864.000000 Penalty: 54895.289062
Iteration 362Q: 17 clusters Score -1.180569e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 92624 members 
Mstep: Class 3 contains 47811 members 
Mstep: Class 4 contains 58731 members 
Mstep: Class 6 contains 87777 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46824 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224123 members 
Mstep: Class 13 contains 168368 members 
Mstep: Class 14 contains 189870 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 61892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056920.000000 Penalty: 54895.289062
Iteration 363Q: 17 clusters Score -1.180569e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 92684 members 
Mstep: Class 3 contains 47796 members 
Mstep: Class 4 contains 58733 members 
Mstep: Class 6 contains 87578 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46854 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224167 members 
Mstep: Class 13 contains 168403 members 
Mstep: Class 14 contains 189859 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 62004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056824.000000 Penalty: 54895.289062
Iteration 364Q: 17 clusters Score -1.180568e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 92742 members 
Mstep: Class 3 contains 47769 members 
Mstep: Class 4 contains 58736 members 
Mstep: Class 6 contains 87385 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 11 contains 21850 members 
Mstep: Class 12 contains 224243 members 
Mstep: Class 13 contains 168407 members 
Mstep: Class 14 contains 189866 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 62101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056752.000000 Penalty: 54895.289062
Iteration 365Q: 17 clusters Score -1.180568e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 92783 members 
Mstep: Class 3 contains 47746 members 
Mstep: Class 4 contains 58734 members 
Mstep: Class 6 contains 87192 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46907 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224332 members 
Mstep: Class 13 contains 168400 members 
Mstep: Class 14 contains 189874 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 62198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056680.000000 Penalty: 54895.289062
Iteration 366Q: 17 clusters Score -1.180567e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 92827 members 
Mstep: Class 3 contains 47714 members 
Mstep: Class 4 contains 58728 members 
Mstep: Class 6 contains 87020 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46934 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224449 members 
Mstep: Class 13 contains 168374 members 
Mstep: Class 14 contains 189868 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 62290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056768.000000 Penalty: 54895.289062
Iteration 367Q: 17 clusters Score -1.180568e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 92863 members 
Mstep: Class 3 contains 47697 members 
Mstep: Class 4 contains 58724 members 
Mstep: Class 6 contains 86861 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46952 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224572 members 
Mstep: Class 13 contains 168347 members 
Mstep: Class 14 contains 189854 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 62361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 368Q: 17 clusters Score -1.180567e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 92901 members 
Mstep: Class 3 contains 47690 members 
Mstep: Class 4 contains 58722 members 
Mstep: Class 6 contains 86673 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224671 members 
Mstep: Class 13 contains 168339 members 
Mstep: Class 14 contains 189845 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056824.000000 Penalty: 54895.289062
Iteration 369Q: 17 clusters Score -1.180568e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 92943 members 
Mstep: Class 3 contains 47678 members 
Mstep: Class 4 contains 58718 members 
Mstep: Class 6 contains 86483 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47003 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 224782 members 
Mstep: Class 13 contains 168342 members 
Mstep: Class 14 contains 189832 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056824.000000 Penalty: 54895.289062
Iteration 370Q: 17 clusters Score -1.180568e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 92973 members 
Mstep: Class 3 contains 47676 members 
Mstep: Class 4 contains 58720 members 
Mstep: Class 6 contains 86295 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47024 members 
Mstep: Class 11 contains 21850 members 
Mstep: Class 12 contains 224864 members 
Mstep: Class 13 contains 168355 members 
Mstep: Class 14 contains 189828 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 371Q: 17 clusters Score -1.180567e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93013 members 
Mstep: Class 3 contains 47665 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 6 contains 86093 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47050 members 
Mstep: Class 11 contains 21854 members 
Mstep: Class 12 contains 224955 members 
Mstep: Class 13 contains 168365 members 
Mstep: Class 14 contains 189824 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 372Q: 17 clusters Score -1.180567e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93060 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 6 contains 85873 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47080 members 
Mstep: Class 11 contains 21855 members 
Mstep: Class 12 contains 225025 members 
Mstep: Class 13 contains 168392 members 
Mstep: Class 14 contains 189818 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 5063 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 373Q: 17 clusters Score -1.180567e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93102 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 58719 members 
Mstep: Class 6 contains 85664 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47104 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 225095 members 
Mstep: Class 13 contains 168421 members 
Mstep: Class 14 contains 189816 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056672.000000 Penalty: 54895.289062
Iteration 374Q: 17 clusters Score -1.180567e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93136 members 
Mstep: Class 3 contains 47645 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 6 contains 85452 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47135 members 
Mstep: Class 11 contains 21857 members 
Mstep: Class 12 contains 225167 members 
Mstep: Class 13 contains 168462 members 
Mstep: Class 14 contains 189816 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 62952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056672.000000 Penalty: 54895.289062
Iteration 375Q: 17 clusters Score -1.180567e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 47630 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 6 contains 85266 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225211 members 
Mstep: Class 13 contains 168510 members 
Mstep: Class 14 contains 189825 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 63033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056824.000000 Penalty: 54895.289062
Iteration 376Q: 17 clusters Score -1.180568e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93207 members 
Mstep: Class 3 contains 47623 members 
Mstep: Class 4 contains 58717 members 
Mstep: Class 6 contains 85083 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47184 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225263 members 
Mstep: Class 13 contains 168560 members 
Mstep: Class 14 contains 189822 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 63114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 377Q: 17 clusters Score -1.180567e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93243 members 
Mstep: Class 3 contains 47616 members 
Mstep: Class 4 contains 58715 members 
Mstep: Class 6 contains 84910 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47206 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225315 members 
Mstep: Class 13 contains 168594 members 
Mstep: Class 14 contains 189826 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056784.000000 Penalty: 54895.289062
Iteration 378Q: 17 clusters Score -1.180568e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93268 members 
Mstep: Class 3 contains 47616 members 
Mstep: Class 4 contains 58709 members 
Mstep: Class 6 contains 84745 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47223 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225374 members 
Mstep: Class 13 contains 168628 members 
Mstep: Class 14 contains 189821 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4822 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056808.000000 Penalty: 54895.289062
Iteration 379Q: 17 clusters Score -1.180568e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93294 members 
Mstep: Class 3 contains 47608 members 
Mstep: Class 4 contains 58706 members 
Mstep: Class 6 contains 84573 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47234 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225433 members 
Mstep: Class 13 contains 168678 members 
Mstep: Class 14 contains 189816 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056680.000000 Penalty: 54895.289062
Iteration 380F: 17 clusters Score -1.180567e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 93318 members 
Mstep: Class 3 contains 47598 members 
Mstep: Class 4 contains 58704 members 
Mstep: Class 6 contains 84422 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47241 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225496 members 
Mstep: Class 13 contains 168700 members 
Mstep: Class 14 contains 189814 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4752 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 381Q: 17 clusters Score -1.180567e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 93348 members 
Mstep: Class 3 contains 47586 members 
Mstep: Class 4 contains 58703 members 
Mstep: Class 6 contains 84278 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47246 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225548 members 
Mstep: Class 13 contains 168730 members 
Mstep: Class 14 contains 189824 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056656.000000 Penalty: 54895.289062
Iteration 382Q: 17 clusters Score -1.180567e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 93366 members 
Mstep: Class 3 contains 47582 members 
Mstep: Class 4 contains 58702 members 
Mstep: Class 6 contains 84158 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47248 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 225602 members 
Mstep: Class 13 contains 168762 members 
Mstep: Class 14 contains 189825 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4695 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 383Q: 17 clusters Score -1.180567e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93388 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 58700 members 
Mstep: Class 6 contains 84023 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47246 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 225643 members 
Mstep: Class 13 contains 168814 members 
Mstep: Class 14 contains 189823 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 384Q: 17 clusters Score -1.180567e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93419 members 
Mstep: Class 3 contains 47576 members 
Mstep: Class 4 contains 58697 members 
Mstep: Class 6 contains 83899 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47249 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 225679 members 
Mstep: Class 13 contains 168857 members 
Mstep: Class 14 contains 189816 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 385Q: 17 clusters Score -1.180567e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93445 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 58694 members 
Mstep: Class 6 contains 83782 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47259 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 225713 members 
Mstep: Class 13 contains 168882 members 
Mstep: Class 14 contains 189813 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056768.000000 Penalty: 54895.289062
Iteration 386Q: 17 clusters Score -1.180568e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93461 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 58693 members 
Mstep: Class 6 contains 83659 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47268 members 
Mstep: Class 11 contains 21859 members 
Mstep: Class 12 contains 225754 members 
Mstep: Class 13 contains 168918 members 
Mstep: Class 14 contains 189814 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4583 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 387Q: 17 clusters Score -1.180567e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93481 members 
Mstep: Class 3 contains 47575 members 
Mstep: Class 4 contains 58694 members 
Mstep: Class 6 contains 83530 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47280 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 225787 members 
Mstep: Class 13 contains 168967 members 
Mstep: Class 14 contains 189811 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4556 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056720.000000 Penalty: 54895.289062
Iteration 388Q: 17 clusters Score -1.180567e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93498 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 58690 members 
Mstep: Class 6 contains 83424 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47289 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 225822 members 
Mstep: Class 13 contains 168989 members 
Mstep: Class 14 contains 189807 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056696.000000 Penalty: 54895.289062
Iteration 389Q: 17 clusters Score -1.180567e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93519 members 
Mstep: Class 3 contains 47578 members 
Mstep: Class 4 contains 58689 members 
Mstep: Class 6 contains 83314 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47304 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 225876 members 
Mstep: Class 13 contains 169012 members 
Mstep: Class 14 contains 189793 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056848.000000 Penalty: 54895.289062
Iteration 390Q: 17 clusters Score -1.180568e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93540 members 
Mstep: Class 3 contains 47572 members 
Mstep: Class 4 contains 58688 members 
Mstep: Class 6 contains 83230 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47320 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 225913 members 
Mstep: Class 13 contains 169029 members 
Mstep: Class 14 contains 189776 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4505 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056840.000000 Penalty: 54895.289062
Iteration 391Q: 17 clusters Score -1.180568e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93564 members 
Mstep: Class 3 contains 47565 members 
Mstep: Class 4 contains 58685 members 
Mstep: Class 6 contains 83144 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47329 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 225960 members 
Mstep: Class 13 contains 169035 members 
Mstep: Class 14 contains 189767 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4488 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056776.000000 Penalty: 54895.289062
Iteration 392Q: 17 clusters Score -1.180568e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93589 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 58682 members 
Mstep: Class 6 contains 83060 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47343 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 225988 members 
Mstep: Class 13 contains 169048 members 
Mstep: Class 14 contains 189756 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4474 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 63975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056792.000000 Penalty: 54895.289062
Iteration 393Q: 17 clusters Score -1.180568e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93609 members 
Mstep: Class 3 contains 47558 members 
Mstep: Class 4 contains 58682 members 
Mstep: Class 6 contains 82981 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47350 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226010 members 
Mstep: Class 13 contains 169061 members 
Mstep: Class 14 contains 189758 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056800.000000 Penalty: 54895.289062
Iteration 394Q: 17 clusters Score -1.180568e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93624 members 
Mstep: Class 3 contains 47551 members 
Mstep: Class 4 contains 58678 members 
Mstep: Class 6 contains 82906 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47359 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226048 members 
Mstep: Class 13 contains 169071 members 
Mstep: Class 14 contains 189750 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4448 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056880.000000 Penalty: 54895.289062
Iteration 395Q: 17 clusters Score -1.180569e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93641 members 
Mstep: Class 3 contains 47541 members 
Mstep: Class 4 contains 58677 members 
Mstep: Class 6 contains 82838 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47368 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226088 members 
Mstep: Class 13 contains 169071 members 
Mstep: Class 14 contains 189745 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056936.000000 Penalty: 54895.289062
Iteration 396Q: 17 clusters Score -1.180569e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93655 members 
Mstep: Class 3 contains 47532 members 
Mstep: Class 4 contains 58678 members 
Mstep: Class 6 contains 82780 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47376 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226102 members 
Mstep: Class 13 contains 169060 members 
Mstep: Class 14 contains 189749 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056808.000000 Penalty: 54895.289062
Iteration 397Q: 17 clusters Score -1.180568e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93678 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 58677 members 
Mstep: Class 6 contains 82713 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47390 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226109 members 
Mstep: Class 13 contains 169058 members 
Mstep: Class 14 contains 189742 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056752.000000 Penalty: 54895.289062
Iteration 398Q: 17 clusters Score -1.180568e+08 nChanged 193
Entering ConstructFrom: 
Score: -118056752.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -287699.906250 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -287699.9 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 1322 members 
Entering Unmasked Estep 
Score: -284688.187500 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -284688.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -285298.500000 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -285298.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -285440.031250 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -285440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -285528.812500 Penalty: 3898.460449
	Iteration 3Q: 3 clusters Score -285528.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -285580.312500 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -285580.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -285631.125000 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -285631.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -285680.656250 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -285680.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -285732.031250 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -285732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -285799.343750 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -285799.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -285884.500000 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -285884.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -285983.906250 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -285983.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -286152.062500 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -286152.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286372.312500 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -286372.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286478.968750 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -286479 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -286547.500000 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -286547.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -286616.343750 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -286616.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286654.093750 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -286654.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286681.031250 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -286681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -286699.062500 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -286699.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -286710.593750 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -286710.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -286719.531250 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -286719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286724.812500 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -286724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -286729.343750 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -286729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -286732.500000 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -286732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -286732.218750 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -286732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -286732.218750 Penalty: 3898.460449
	Iteration 25F: 3 clusters Score -286732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Entering Unmasked Estep 
Score: -11113571.000000 Penalty: 2839.072998
	Iteration 0F: 2 clusters Score -1.111357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -11050998.000000 Penalty: 5678.145996
	Iteration 0F: 3 clusters Score -1.1051e+07 nChanged 44157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -11076038.000000 Penalty: 5678.145996
	Iteration 1F: 3 clusters Score -1.107604e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -11076878.000000 Penalty: 5678.145996
	Iteration 2Q: 3 clusters Score -1.107688e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -11077931.000000 Penalty: 5678.145996
	Iteration 3Q: 3 clusters Score -1.107793e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -11079755.000000 Penalty: 5678.145996
	Iteration 4Q: 3 clusters Score -1.107976e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -11083297.000000 Penalty: 5678.145996
	Iteration 5F: 3 clusters Score -1.10833e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -11089455.000000 Penalty: 5678.145996
	Iteration 6F: 3 clusters Score -1.108946e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -11097906.000000 Penalty: 5678.145996
	Iteration 7F: 3 clusters Score -1.109791e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -11105553.000000 Penalty: 5678.145996
	Iteration 8F: 3 clusters Score -1.110555e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -11109312.000000 Penalty: 5678.145996
	Iteration 9Q: 3 clusters Score -1.110931e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11110474.000000 Penalty: 5678.145996
	Iteration 10Q: 3 clusters Score -1.111047e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11110812.000000 Penalty: 5678.145996
	Iteration 11Q: 3 clusters Score -1.111081e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11110973.000000 Penalty: 5678.145996
	Iteration 12Q: 3 clusters Score -1.111097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11111003.000000 Penalty: 5678.145996
	Iteration 13Q: 3 clusters Score -1.1111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11111034.000000 Penalty: 5678.145996
	Iteration 14Q: 3 clusters Score -1.111103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11111055.000000 Penalty: 5678.145996
	Iteration 15Q: 3 clusters Score -1.111106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11111068.000000 Penalty: 5678.145996
	Iteration 16Q: 3 clusters Score -1.111107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11111074.000000 Penalty: 5678.145996
	Iteration 17Q: 3 clusters Score -1.111107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11111084.000000 Penalty: 5678.145996
	Iteration 18Q: 3 clusters Score -1.111108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11111084.000000 Penalty: 5678.145996
	Iteration 19F: 3 clusters Score -1.111108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Entering Unmasked Estep 
Score: -5426794.000000 Penalty: 2670.730469
	Iteration 0F: 2 clusters Score -5426794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -5394695.000000 Penalty: 5341.460938
	Iteration 0F: 3 clusters Score -5394695 nChanged 21976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5406792.000000 Penalty: 5341.460938
	Iteration 1F: 3 clusters Score -5406792 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -5407352.500000 Penalty: 5341.460938
	Iteration 2Q: 3 clusters Score -5407352 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5407806.500000 Penalty: 5341.460938
	Iteration 3Q: 3 clusters Score -5407806 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5408253.500000 Penalty: 5341.460938
	Iteration 4Q: 3 clusters Score -5408254 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5408737.500000 Penalty: 5341.460938
	Iteration 5Q: 3 clusters Score -5408738 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5409193.500000 Penalty: 5341.460938
	Iteration 6Q: 3 clusters Score -5409194 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5409699.500000 Penalty: 5341.460938
	Iteration 7Q: 3 clusters Score -5409700 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5410240.000000 Penalty: 5341.460938
	Iteration 8Q: 3 clusters Score -5410240 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5410851.000000 Penalty: 5341.460938
	Iteration 9Q: 3 clusters Score -5410851 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5411657.000000 Penalty: 5341.460938
	Iteration 10Q: 3 clusters Score -5411657 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5412856.000000 Penalty: 5341.460938
	Iteration 11Q: 3 clusters Score -5412856 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5414193.500000 Penalty: 5341.460938
	Iteration 12Q: 3 clusters Score -5414194 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -5415431.000000 Penalty: 5341.460938
	Iteration 13Q: 3 clusters Score -5415431 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5416148.000000 Penalty: 5341.460938
	Iteration 14Q: 3 clusters Score -5416148 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5416517.000000 Penalty: 5341.460938
	Iteration 15Q: 3 clusters Score -5416517 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5416692.500000 Penalty: 5341.460938
	Iteration 16Q: 3 clusters Score -5416692 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5416767.500000 Penalty: 5341.460938
	Iteration 17Q: 3 clusters Score -5416768 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5416817.000000 Penalty: 5341.460938
	Iteration 18Q: 3 clusters Score -5416817 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -5416847.000000 Penalty: 5341.460938
	Iteration 19Q: 3 clusters Score -5416847 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5416878.500000 Penalty: 5341.460938
	Iteration 20F: 3 clusters Score -5416878 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5416939.500000 Penalty: 5341.460938
	Iteration 21Q: 3 clusters Score -5416940 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5416994.500000 Penalty: 5341.460938
	Iteration 22Q: 3 clusters Score -5416994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -5417040.500000 Penalty: 5341.460938
	Iteration 23Q: 3 clusters Score -5417040 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5417115.000000 Penalty: 5341.460938
	Iteration 24Q: 3 clusters Score -5417115 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5417178.500000 Penalty: 5341.460938
	Iteration 25Q: 3 clusters Score -5417178 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5417259.000000 Penalty: 5341.460938
	Iteration 26Q: 3 clusters Score -5417259 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -5417356.500000 Penalty: 5341.460938
	Iteration 27Q: 3 clusters Score -5417356 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -5417474.000000 Penalty: 5341.460938
	Iteration 28Q: 3 clusters Score -5417474 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5417585.500000 Penalty: 5341.460938
	Iteration 29Q: 3 clusters Score -5417586 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5417716.000000 Penalty: 5341.460938
	Iteration 30Q: 3 clusters Score -5417716 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5417840.000000 Penalty: 5341.460938
	Iteration 31Q: 3 clusters Score -5417840 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5418019.000000 Penalty: 5341.460938
	Iteration 32Q: 3 clusters Score -5418019 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5418156.500000 Penalty: 5341.460938
	Iteration 33Q: 3 clusters Score -5418156 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5418350.000000 Penalty: 5341.460938
	Iteration 34Q: 3 clusters Score -5418350 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5418488.000000 Penalty: 5341.460938
	Iteration 35Q: 3 clusters Score -5418488 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5418672.000000 Penalty: 5341.460938
	Iteration 36Q: 3 clusters Score -5418672 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5418902.000000 Penalty: 5341.460938
	Iteration 37Q: 3 clusters Score -5418902 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5419167.500000 Penalty: 5341.460938
	Iteration 38Q: 3 clusters Score -5419168 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5419438.500000 Penalty: 5341.460938
	Iteration 39Q: 3 clusters Score -5419438 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -5419747.500000 Penalty: 5341.460938
	Iteration 40F: 3 clusters Score -5419748 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5420011.000000 Penalty: 5341.460938
	Iteration 41Q: 3 clusters Score -5420011 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -5420309.000000 Penalty: 5341.460938
	Iteration 42Q: 3 clusters Score -5420309 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -5420565.000000 Penalty: 5341.460938
	Iteration 43Q: 3 clusters Score -5420565 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -5420842.000000 Penalty: 5341.460938
	Iteration 44Q: 3 clusters Score -5420842 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5421142.000000 Penalty: 5341.460938
	Iteration 45Q: 3 clusters Score -5421142 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -5421426.500000 Penalty: 5341.460938
	Iteration 46Q: 3 clusters Score -5421426 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -5421707.000000 Penalty: 5341.460938
	Iteration 47Q: 3 clusters Score -5421707 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5422007.500000 Penalty: 5341.460938
	Iteration 48Q: 3 clusters Score -5422008 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5422230.500000 Penalty: 5341.460938
	Iteration 49Q: 3 clusters Score -5422230 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -5422478.000000 Penalty: 5341.460938
	Iteration 50Q: 3 clusters Score -5422478 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5422674.500000 Penalty: 5341.460938
	Iteration 51Q: 3 clusters Score -5422674 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5422856.500000 Penalty: 5341.460938
	Iteration 52Q: 3 clusters Score -5422856 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5423021.500000 Penalty: 5341.460938
	Iteration 53Q: 3 clusters Score -5423022 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5423212.500000 Penalty: 5341.460938
	Iteration 54Q: 3 clusters Score -5423212 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5423364.500000 Penalty: 5341.460938
	Iteration 55Q: 3 clusters Score -5423364 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5423539.500000 Penalty: 5341.460938
	Iteration 56Q: 3 clusters Score -5423540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5423681.500000 Penalty: 5341.460938
	Iteration 57Q: 3 clusters Score -5423682 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5423818.000000 Penalty: 5341.460938
	Iteration 58Q: 3 clusters Score -5423818 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5423923.000000 Penalty: 5341.460938
	Iteration 59Q: 3 clusters Score -5423923 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5424009.500000 Penalty: 5341.460938
	Iteration 60F: 3 clusters Score -5424010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5424124.500000 Penalty: 5341.460938
	Iteration 61Q: 3 clusters Score -5424124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5424205.500000 Penalty: 5341.460938
	Iteration 62Q: 3 clusters Score -5424206 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5424265.000000 Penalty: 5341.460938
	Iteration 63Q: 3 clusters Score -5424265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5424318.000000 Penalty: 5341.460938
	Iteration 64Q: 3 clusters Score -5424318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5424351.000000 Penalty: 5341.460938
	Iteration 65Q: 3 clusters Score -5424351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5424395.000000 Penalty: 5341.460938
	Iteration 66Q: 3 clusters Score -5424395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5424416.000000 Penalty: 5341.460938
	Iteration 67Q: 3 clusters Score -5424416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5424439.500000 Penalty: 5341.460938
	Iteration 68Q: 3 clusters Score -5424440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5424457.000000 Penalty: 5341.460938
	Iteration 69Q: 3 clusters Score -5424457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5424468.000000 Penalty: 5341.460938
	Iteration 70Q: 3 clusters Score -5424468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5424472.000000 Penalty: 5341.460938
	Iteration 71Q: 3 clusters Score -5424472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5424477.500000 Penalty: 5341.460938
	Iteration 72Q: 3 clusters Score -5424478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5424494.500000 Penalty: 5341.460938
	Iteration 73Q: 3 clusters Score -5424494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5424485.000000 Penalty: 5341.460938
	Iteration 74Q: 3 clusters Score -5424485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5424493.500000 Penalty: 5341.460938
	Iteration 75Q: 3 clusters Score -5424494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5424492.500000 Penalty: 5341.460938
	Iteration 76Q: 3 clusters Score -5424492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5424493.000000 Penalty: 5341.460938
	Iteration 77Q: 3 clusters Score -5424493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5424493.000000 Penalty: 5341.460938
	Iteration 78F: 3 clusters Score -5424493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Entering Unmasked Estep 
Score: -6941051.500000 Penalty: 2722.986816
	Iteration 0F: 2 clusters Score -6941052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -6901642.500000 Penalty: 5445.973633
	Iteration 0F: 3 clusters Score -6901642 nChanged 27350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6916725.500000 Penalty: 5445.973633
	Iteration 1F: 3 clusters Score -6916726 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -6917442.000000 Penalty: 5445.973633
	Iteration 2Q: 3 clusters Score -6917442 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6918238.500000 Penalty: 5445.973633
	Iteration 3Q: 3 clusters Score -6918238 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -6919460.000000 Penalty: 5445.973633
	Iteration 4Q: 3 clusters Score -6919460 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6921289.500000 Penalty: 5445.973633
	Iteration 5F: 3 clusters Score -6921290 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6924197.000000 Penalty: 5445.973633
	Iteration 6F: 3 clusters Score -6924197 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -6928167.000000 Penalty: 5445.973633
	Iteration 7F: 3 clusters Score -6928167 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -6932681.500000 Penalty: 5445.973633
	Iteration 8F: 3 clusters Score -6932682 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6936064.500000 Penalty: 5445.973633
	Iteration 9F: 3 clusters Score -6936064 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6937757.000000 Penalty: 5445.973633
	Iteration 10Q: 3 clusters Score -6937757 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6938438.500000 Penalty: 5445.973633
	Iteration 11Q: 3 clusters Score -6938438 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6938681.000000 Penalty: 5445.973633
	Iteration 12Q: 3 clusters Score -6938681 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6938805.500000 Penalty: 5445.973633
	Iteration 13Q: 3 clusters Score -6938806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6938883.000000 Penalty: 5445.973633
	Iteration 14Q: 3 clusters Score -6938883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6938930.500000 Penalty: 5445.973633
	Iteration 15Q: 3 clusters Score -6938930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6938962.500000 Penalty: 5445.973633
	Iteration 16Q: 3 clusters Score -6938962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6938980.500000 Penalty: 5445.973633
	Iteration 17Q: 3 clusters Score -6938980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6938981.500000 Penalty: 5445.973633
	Iteration 18Q: 3 clusters Score -6938982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6938997.000000 Penalty: 5445.973633
	Iteration 19Q: 3 clusters Score -6938997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6939004.500000 Penalty: 5445.973633
	Iteration 20F: 3 clusters Score -6939004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6939020.500000 Penalty: 5445.973633
	Iteration 21Q: 3 clusters Score -6939020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6939030.000000 Penalty: 5445.973633
	Iteration 22Q: 3 clusters Score -6939030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6939031.500000 Penalty: 5445.973633
	Iteration 23Q: 3 clusters Score -6939032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6939034.000000 Penalty: 5445.973633
	Iteration 24Q: 3 clusters Score -6939034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6939034.000000 Penalty: 5445.973633
	Iteration 25F: 3 clusters Score -6939034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (82656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82656 members 
Entering Unmasked Estep 
Score: -9828447.000000 Penalty: 2807.965820
	Iteration 0F: 2 clusters Score -9828447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -9773103.000000 Penalty: 5615.931641
	Iteration 0F: 3 clusters Score -9773103 nChanged 38888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -9795328.000000 Penalty: 5615.931641
	Iteration 1F: 3 clusters Score -9795328 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -9796366.000000 Penalty: 5615.931641
	Iteration 2Q: 3 clusters Score -9796366 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9797740.000000 Penalty: 5615.931641
	Iteration 3Q: 3 clusters Score -9797740 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9799906.000000 Penalty: 5615.931641
	Iteration 4F: 3 clusters Score -9799906 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9803043.000000 Penalty: 5615.931641
	Iteration 5F: 3 clusters Score -9803043 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -9807471.000000 Penalty: 5615.931641
	Iteration 6F: 3 clusters Score -9807471 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -9812777.000000 Penalty: 5615.931641
	Iteration 7F: 3 clusters Score -9812777 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -9817660.000000 Penalty: 5615.931641
	Iteration 8F: 3 clusters Score -9817660 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -9820477.000000 Penalty: 5615.931641
	Iteration 9Q: 3 clusters Score -9820477 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -9821588.000000 Penalty: 5615.931641
	Iteration 10Q: 3 clusters Score -9821588 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -9822073.000000 Penalty: 5615.931641
	Iteration 11Q: 3 clusters Score -9822073 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -9822395.000000 Penalty: 5615.931641
	Iteration 12Q: 3 clusters Score -9822395 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -9822748.000000 Penalty: 5615.931641
	Iteration 13Q: 3 clusters Score -9822748 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -9823076.000000 Penalty: 5615.931641
	Iteration 14Q: 3 clusters Score -9823076 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -9823331.000000 Penalty: 5615.931641
	Iteration 15Q: 3 clusters Score -9823331 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -9823675.000000 Penalty: 5615.931641
	Iteration 16Q: 3 clusters Score -9823675 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -9823949.000000 Penalty: 5615.931641
	Iteration 17Q: 3 clusters Score -9823949 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -9824189.000000 Penalty: 5615.931641
	Iteration 18Q: 3 clusters Score -9824189 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -9824373.000000 Penalty: 5615.931641
	Iteration 19Q: 3 clusters Score -9824373 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -9824517.000000 Penalty: 5615.931641
	Iteration 20F: 3 clusters Score -9824517 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -9824622.000000 Penalty: 5615.931641
	Iteration 21Q: 3 clusters Score -9824622 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -9824795.000000 Penalty: 5615.931641
	Iteration 22Q: 3 clusters Score -9824795 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -9824888.000000 Penalty: 5615.931641
	Iteration 23Q: 3 clusters Score -9824888 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -9825034.000000 Penalty: 5615.931641
	Iteration 24Q: 3 clusters Score -9825034 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -9825161.000000 Penalty: 5615.931641
	Iteration 25Q: 3 clusters Score -9825161 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -9825267.000000 Penalty: 5615.931641
	Iteration 26Q: 3 clusters Score -9825267 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -9825368.000000 Penalty: 5615.931641
	Iteration 27Q: 3 clusters Score -9825368 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -9825467.000000 Penalty: 5615.931641
	Iteration 28Q: 3 clusters Score -9825467 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -9825568.000000 Penalty: 5615.931641
	Iteration 29Q: 3 clusters Score -9825568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -9825668.000000 Penalty: 5615.931641
	Iteration 30Q: 3 clusters Score -9825668 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 77690 members 
Entering Unmasked Estep 
Score: -9825754.000000 Penalty: 5615.931641
	Iteration 31Q: 3 clusters Score -9825754 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -9825819.000000 Penalty: 5615.931641
	Iteration 32Q: 3 clusters Score -9825819 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -9825842.000000 Penalty: 5615.931641
	Iteration 33Q: 3 clusters Score -9825842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -9825886.000000 Penalty: 5615.931641
	Iteration 34Q: 3 clusters Score -9825886 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9825950.000000 Penalty: 5615.931641
	Iteration 35Q: 3 clusters Score -9825950 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -9826005.000000 Penalty: 5615.931641
	Iteration 36Q: 3 clusters Score -9826005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -9826078.000000 Penalty: 5615.931641
	Iteration 37Q: 3 clusters Score -9826078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -9826125.000000 Penalty: 5615.931641
	Iteration 38Q: 3 clusters Score -9826125 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -9826170.000000 Penalty: 5615.931641
	Iteration 39Q: 3 clusters Score -9826170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -9826223.000000 Penalty: 5615.931641
	Iteration 40F: 3 clusters Score -9826223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -9826245.000000 Penalty: 5615.931641
	Iteration 41Q: 3 clusters Score -9826245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -9826295.000000 Penalty: 5615.931641
	Iteration 42Q: 3 clusters Score -9826295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9826301.000000 Penalty: 5615.931641
	Iteration 43Q: 3 clusters Score -9826301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -9826317.000000 Penalty: 5615.931641
	Iteration 44Q: 3 clusters Score -9826317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -9826321.000000 Penalty: 5615.931641
	Iteration 45Q: 3 clusters Score -9826321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -9826320.000000 Penalty: 5615.931641
	Iteration 46Q: 3 clusters Score -9826320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -9826316.000000 Penalty: 5615.931641
	Iteration 47Q: 3 clusters Score -9826316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -9826332.000000 Penalty: 5615.931641
	Iteration 48Q: 3 clusters Score -9826332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -9826352.000000 Penalty: 5615.931641
	Iteration 49Q: 3 clusters Score -9826352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -9826373.000000 Penalty: 5615.931641
	Iteration 50Q: 3 clusters Score -9826373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -9826376.000000 Penalty: 5615.931641
	Iteration 51Q: 3 clusters Score -9826376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -9826381.000000 Penalty: 5615.931641
	Iteration 52Q: 3 clusters Score -9826381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -9826387.000000 Penalty: 5615.931641
	Iteration 53Q: 3 clusters Score -9826387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -9826393.000000 Penalty: 5615.931641
	Iteration 54Q: 3 clusters Score -9826393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -9826393.000000 Penalty: 5615.931641
	Iteration 55Q: 3 clusters Score -9826393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -9826397.000000 Penalty: 5615.931641
	Iteration 56Q: 3 clusters Score -9826397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -9826387.000000 Penalty: 5615.931641
	Iteration 57Q: 3 clusters Score -9826387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -9826379.000000 Penalty: 5615.931641
	Iteration 58Q: 3 clusters Score -9826379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -9826382.000000 Penalty: 5615.931641
	Iteration 59Q: 3 clusters Score -9826382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -9826392.000000 Penalty: 5615.931641
	Iteration 60F: 3 clusters Score -9826392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -9826398.000000 Penalty: 5615.931641
	Iteration 61Q: 3 clusters Score -9826398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -9826399.000000 Penalty: 5615.931641
	Iteration 62Q: 3 clusters Score -9826399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -9826396.000000 Penalty: 5615.931641
	Iteration 63Q: 3 clusters Score -9826396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -9826389.000000 Penalty: 5615.931641
	Iteration 64Q: 3 clusters Score -9826389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -9826408.000000 Penalty: 5615.931641
	Iteration 65Q: 3 clusters Score -9826408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -9826395.000000 Penalty: 5615.931641
	Iteration 66Q: 3 clusters Score -9826395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -9826409.000000 Penalty: 5615.931641
	Iteration 67Q: 3 clusters Score -9826409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -9826415.000000 Penalty: 5615.931641
	Iteration 68Q: 3 clusters Score -9826415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9826423.000000 Penalty: 5615.931641
	Iteration 69Q: 3 clusters Score -9826423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -9826416.000000 Penalty: 5615.931641
	Iteration 70Q: 3 clusters Score -9826416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -9826428.000000 Penalty: 5615.931641
	Iteration 71Q: 3 clusters Score -9826428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -9826423.000000 Penalty: 5615.931641
	Iteration 72Q: 3 clusters Score -9826423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -9826439.000000 Penalty: 5615.931641
	Iteration 73Q: 3 clusters Score -9826439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -9826453.000000 Penalty: 5615.931641
	Iteration 74Q: 3 clusters Score -9826453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -9826451.000000 Penalty: 5615.931641
	Iteration 75Q: 3 clusters Score -9826451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -9826448.000000 Penalty: 5615.931641
	Iteration 76Q: 3 clusters Score -9826448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -9826450.000000 Penalty: 5615.931641
	Iteration 77Q: 3 clusters Score -9826450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -9826463.000000 Penalty: 5615.931641
	Iteration 78Q: 3 clusters Score -9826463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -9826453.000000 Penalty: 5615.931641
	Iteration 79Q: 3 clusters Score -9826453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -9826465.000000 Penalty: 5615.931641
	Iteration 80F: 3 clusters Score -9826465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -9826463.000000 Penalty: 5615.931641
	Iteration 81Q: 3 clusters Score -9826463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -9826466.000000 Penalty: 5615.931641
	Iteration 82Q: 3 clusters Score -9826466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -9826481.000000 Penalty: 5615.931641
	Iteration 83Q: 3 clusters Score -9826481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -9826483.000000 Penalty: 5615.931641
	Iteration 84Q: 3 clusters Score -9826483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -9826487.000000 Penalty: 5615.931641
	Iteration 85Q: 3 clusters Score -9826487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -9826472.000000 Penalty: 5615.931641
	Iteration 86Q: 3 clusters Score -9826472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -9826475.000000 Penalty: 5615.931641
	Iteration 87Q: 3 clusters Score -9826475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -9826477.000000 Penalty: 5615.931641
	Iteration 88Q: 3 clusters Score -9826477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -9826471.000000 Penalty: 5615.931641
	Iteration 89Q: 3 clusters Score -9826471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -9826472.000000 Penalty: 5615.931641
	Iteration 90Q: 3 clusters Score -9826472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -9826478.000000 Penalty: 5615.931641
	Iteration 91Q: 3 clusters Score -9826478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -9826485.000000 Penalty: 5615.931641
	Iteration 92Q: 3 clusters Score -9826485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -9826487.000000 Penalty: 5615.931641
	Iteration 93Q: 3 clusters Score -9826487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -9826485.000000 Penalty: 5615.931641
	Iteration 94Q: 3 clusters Score -9826485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -9826488.000000 Penalty: 5615.931641
	Iteration 95Q: 3 clusters Score -9826488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -9826496.000000 Penalty: 5615.931641
	Iteration 96Q: 3 clusters Score -9826496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -9826482.000000 Penalty: 5615.931641
	Iteration 97Q: 3 clusters Score -9826482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -9826484.000000 Penalty: 5615.931641
	Iteration 98Q: 3 clusters Score -9826484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -9826481.000000 Penalty: 5615.931641
	Iteration 99Q: 3 clusters Score -9826481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -9826484.000000 Penalty: 5615.931641
	Iteration 100F: 3 clusters Score -9826484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -9826492.000000 Penalty: 5615.931641
	Iteration 101Q: 3 clusters Score -9826492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -9826495.000000 Penalty: 5615.931641
	Iteration 102Q: 3 clusters Score -9826495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -9826496.000000 Penalty: 5615.931641
	Iteration 103Q: 3 clusters Score -9826496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -9826497.000000 Penalty: 5615.931641
	Iteration 104Q: 3 clusters Score -9826497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -9826496.000000 Penalty: 5615.931641
	Iteration 105Q: 3 clusters Score -9826496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -9826489.000000 Penalty: 5615.931641
	Iteration 106Q: 3 clusters Score -9826489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -9826485.000000 Penalty: 5615.931641
	Iteration 107Q: 3 clusters Score -9826485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -9826484.000000 Penalty: 5615.931641
	Iteration 108Q: 3 clusters Score -9826484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -9826483.000000 Penalty: 5615.931641
	Iteration 109Q: 3 clusters Score -9826483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -9826484.000000 Penalty: 5615.931641
	Iteration 110Q: 3 clusters Score -9826484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -9826486.000000 Penalty: 5615.931641
	Iteration 111Q: 3 clusters Score -9826486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -9826489.000000 Penalty: 5615.931641
	Iteration 112Q: 3 clusters Score -9826489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -9826482.000000 Penalty: 5615.931641
	Iteration 113Q: 3 clusters Score -9826482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -9826488.000000 Penalty: 5615.931641
	Iteration 114Q: 3 clusters Score -9826488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -9826491.000000 Penalty: 5615.931641
	Iteration 115Q: 3 clusters Score -9826491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -9826494.000000 Penalty: 5615.931641
	Iteration 116Q: 3 clusters Score -9826494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -9826496.000000 Penalty: 5615.931641
	Iteration 117Q: 3 clusters Score -9826496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -9826496.000000 Penalty: 5615.931641
	Iteration 118F: 3 clusters Score -9826496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -141681.984375 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -141682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -139553.296875 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -139553.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139926.000000 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -139926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -140160.843750 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -140160.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -140441.500000 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -140441.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -140853.328125 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -140853.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -141108.156250 Penalty: 3548.301514
	Iteration 5F: 3 clusters Score -141108.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141303.562500 Penalty: 3548.301514
	Iteration 6F: 3 clusters Score -141303.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141448.500000 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -141448.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -141555.031250 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -141555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -141622.375000 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -141622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -141688.078125 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -141688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141727.656250 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -141727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -141736.968750 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -141737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -141740.234375 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -141740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -141744.562500 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -141744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -141748.828125 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -141748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141753.265625 Penalty: 3548.301514
	Iteration 16Q: 3 clusters Score -141753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141756.687500 Penalty: 3548.301514
	Iteration 17Q: 3 clusters Score -141756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -141758.750000 Penalty: 3548.301514
	Iteration 18Q: 3 clusters Score -141758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141760.734375 Penalty: 3548.301514
	Iteration 19Q: 3 clusters Score -141760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141760.734375 Penalty: 3548.301514
	Iteration 20F: 3 clusters Score -141760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93702 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 82656 members 
Mstep: Class 7 contains 244 members 
Mstep: Class 9 contains 47407 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226114 members 
Mstep: Class 13 contains 169043 members 
Mstep: Class 14 contains 189733 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64221 members 
Entering Unmasked Estep 
Score: -118055032.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118056752.000000 to -118055032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Entering Unmasked Estep 
Score: -5645300.000000 Penalty: 2670.098145
	Iteration 0F: 2 clusters Score -5645300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5613289.000000 Penalty: 5340.196289
	Iteration 0F: 3 clusters Score -5613289 nChanged 21773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5625047.000000 Penalty: 5340.196289
	Iteration 1F: 3 clusters Score -5625047 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5625476.500000 Penalty: 5340.196289
	Iteration 2Q: 3 clusters Score -5625476 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5625952.500000 Penalty: 5340.196289
	Iteration 3Q: 3 clusters Score -5625952 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5626539.000000 Penalty: 5340.196289
	Iteration 4Q: 3 clusters Score -5626539 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5627390.500000 Penalty: 5340.196289
	Iteration 5Q: 3 clusters Score -5627390 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5628560.000000 Penalty: 5340.196289
	Iteration 6Q: 3 clusters Score -5628560 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5630047.000000 Penalty: 5340.196289
	Iteration 7Q: 3 clusters Score -5630047 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5631503.000000 Penalty: 5340.196289
	Iteration 8F: 3 clusters Score -5631503 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5632901.500000 Penalty: 5340.196289
	Iteration 9F: 3 clusters Score -5632902 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5634215.500000 Penalty: 5340.196289
	Iteration 10F: 3 clusters Score -5634216 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5635314.000000 Penalty: 5340.196289
	Iteration 11Q: 3 clusters Score -5635314 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5636206.000000 Penalty: 5340.196289
	Iteration 12Q: 3 clusters Score -5636206 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5636890.000000 Penalty: 5340.196289
	Iteration 13Q: 3 clusters Score -5636890 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5637255.000000 Penalty: 5340.196289
	Iteration 14Q: 3 clusters Score -5637255 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -5637527.000000 Penalty: 5340.196289
	Iteration 15Q: 3 clusters Score -5637527 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5637686.500000 Penalty: 5340.196289
	Iteration 16Q: 3 clusters Score -5637686 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5637815.500000 Penalty: 5340.196289
	Iteration 17Q: 3 clusters Score -5637816 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -5637913.500000 Penalty: 5340.196289
	Iteration 18Q: 3 clusters Score -5637914 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5637999.500000 Penalty: 5340.196289
	Iteration 19Q: 3 clusters Score -5638000 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5638037.000000 Penalty: 5340.196289
	Iteration 20F: 3 clusters Score -5638037 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5638081.500000 Penalty: 5340.196289
	Iteration 21Q: 3 clusters Score -5638082 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5638111.500000 Penalty: 5340.196289
	Iteration 22Q: 3 clusters Score -5638112 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -5638159.000000 Penalty: 5340.196289
	Iteration 23Q: 3 clusters Score -5638159 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -5638181.500000 Penalty: 5340.196289
	Iteration 24Q: 3 clusters Score -5638182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -5638198.000000 Penalty: 5340.196289
	Iteration 25Q: 3 clusters Score -5638198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -5638223.500000 Penalty: 5340.196289
	Iteration 26Q: 3 clusters Score -5638224 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5638240.500000 Penalty: 5340.196289
	Iteration 27Q: 3 clusters Score -5638240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5638260.000000 Penalty: 5340.196289
	Iteration 28Q: 3 clusters Score -5638260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -5638290.500000 Penalty: 5340.196289
	Iteration 29Q: 3 clusters Score -5638290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5638318.000000 Penalty: 5340.196289
	Iteration 30Q: 3 clusters Score -5638318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5638331.000000 Penalty: 5340.196289
	Iteration 31Q: 3 clusters Score -5638331 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -5638332.500000 Penalty: 5340.196289
	Iteration 32Q: 3 clusters Score -5638332 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5638365.500000 Penalty: 5340.196289
	Iteration 33Q: 3 clusters Score -5638366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -5638384.000000 Penalty: 5340.196289
	Iteration 34Q: 3 clusters Score -5638384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -5638387.500000 Penalty: 5340.196289
	Iteration 35Q: 3 clusters Score -5638388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5638393.000000 Penalty: 5340.196289
	Iteration 36Q: 3 clusters Score -5638393 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5638411.000000 Penalty: 5340.196289
	Iteration 37Q: 3 clusters Score -5638411 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5638427.000000 Penalty: 5340.196289
	Iteration 38Q: 3 clusters Score -5638427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -5638437.000000 Penalty: 5340.196289
	Iteration 39Q: 3 clusters Score -5638437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5638445.500000 Penalty: 5340.196289
	Iteration 40F: 3 clusters Score -5638446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5638456.000000 Penalty: 5340.196289
	Iteration 41Q: 3 clusters Score -5638456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5638468.000000 Penalty: 5340.196289
	Iteration 42Q: 3 clusters Score -5638468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -5638461.500000 Penalty: 5340.196289
	Iteration 43Q: 3 clusters Score -5638462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5638474.500000 Penalty: 5340.196289
	Iteration 44Q: 3 clusters Score -5638474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5638459.000000 Penalty: 5340.196289
	Iteration 45Q: 3 clusters Score -5638459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5638470.500000 Penalty: 5340.196289
	Iteration 46Q: 3 clusters Score -5638470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5638478.000000 Penalty: 5340.196289
	Iteration 47Q: 3 clusters Score -5638478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5638483.000000 Penalty: 5340.196289
	Iteration 48Q: 3 clusters Score -5638483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5638492.000000 Penalty: 5340.196289
	Iteration 49Q: 3 clusters Score -5638492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5638509.000000 Penalty: 5340.196289
	Iteration 50Q: 3 clusters Score -5638509 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5638511.000000 Penalty: 5340.196289
	Iteration 51Q: 3 clusters Score -5638511 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -5638539.500000 Penalty: 5340.196289
	Iteration 52Q: 3 clusters Score -5638540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5638559.500000 Penalty: 5340.196289
	Iteration 53Q: 3 clusters Score -5638560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5638580.500000 Penalty: 5340.196289
	Iteration 54Q: 3 clusters Score -5638580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -5638589.000000 Penalty: 5340.196289
	Iteration 55Q: 3 clusters Score -5638589 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5638597.000000 Penalty: 5340.196289
	Iteration 56Q: 3 clusters Score -5638597 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5638625.500000 Penalty: 5340.196289
	Iteration 57Q: 3 clusters Score -5638626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5638653.500000 Penalty: 5340.196289
	Iteration 58Q: 3 clusters Score -5638654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -5638676.000000 Penalty: 5340.196289
	Iteration 59Q: 3 clusters Score -5638676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -5638688.500000 Penalty: 5340.196289
	Iteration 60F: 3 clusters Score -5638688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5638703.000000 Penalty: 5340.196289
	Iteration 61Q: 3 clusters Score -5638703 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -5638719.500000 Penalty: 5340.196289
	Iteration 62Q: 3 clusters Score -5638720 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5638724.500000 Penalty: 5340.196289
	Iteration 63Q: 3 clusters Score -5638724 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -5638780.000000 Penalty: 5340.196289
	Iteration 64Q: 3 clusters Score -5638780 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5638832.500000 Penalty: 5340.196289
	Iteration 65Q: 3 clusters Score -5638832 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5638866.500000 Penalty: 5340.196289
	Iteration 66Q: 3 clusters Score -5638866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5638910.500000 Penalty: 5340.196289
	Iteration 67Q: 3 clusters Score -5638910 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5638951.500000 Penalty: 5340.196289
	Iteration 68Q: 3 clusters Score -5638952 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5639028.000000 Penalty: 5340.196289
	Iteration 69Q: 3 clusters Score -5639028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5639059.000000 Penalty: 5340.196289
	Iteration 70Q: 3 clusters Score -5639059 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5639136.500000 Penalty: 5340.196289
	Iteration 71Q: 3 clusters Score -5639136 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5639231.500000 Penalty: 5340.196289
	Iteration 72Q: 3 clusters Score -5639232 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5639336.000000 Penalty: 5340.196289
	Iteration 73Q: 3 clusters Score -5639336 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -5639454.500000 Penalty: 5340.196289
	Iteration 74Q: 3 clusters Score -5639454 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5639587.500000 Penalty: 5340.196289
	Iteration 75Q: 3 clusters Score -5639588 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -5639714.000000 Penalty: 5340.196289
	Iteration 76Q: 3 clusters Score -5639714 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5639849.000000 Penalty: 5340.196289
	Iteration 77Q: 3 clusters Score -5639849 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -5640014.500000 Penalty: 5340.196289
	Iteration 78Q: 3 clusters Score -5640014 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5640192.500000 Penalty: 5340.196289
	Iteration 79Q: 3 clusters Score -5640192 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5640380.000000 Penalty: 5340.196289
	Iteration 80F: 3 clusters Score -5640380 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5640574.500000 Penalty: 5340.196289
	Iteration 81Q: 3 clusters Score -5640574 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5640784.000000 Penalty: 5340.196289
	Iteration 82Q: 3 clusters Score -5640784 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -5641008.000000 Penalty: 5340.196289
	Iteration 83Q: 3 clusters Score -5641008 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5641249.000000 Penalty: 5340.196289
	Iteration 84Q: 3 clusters Score -5641249 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5641451.000000 Penalty: 5340.196289
	Iteration 85Q: 3 clusters Score -5641451 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5641670.500000 Penalty: 5340.196289
	Iteration 86Q: 3 clusters Score -5641670 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5641886.000000 Penalty: 5340.196289
	Iteration 87Q: 3 clusters Score -5641886 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -5642036.500000 Penalty: 5340.196289
	Iteration 88Q: 3 clusters Score -5642036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5642198.000000 Penalty: 5340.196289
	Iteration 89Q: 3 clusters Score -5642198 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5642336.000000 Penalty: 5340.196289
	Iteration 90Q: 3 clusters Score -5642336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5642404.500000 Penalty: 5340.196289
	Iteration 91Q: 3 clusters Score -5642404 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5642519.000000 Penalty: 5340.196289
	Iteration 92Q: 3 clusters Score -5642519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5642611.500000 Penalty: 5340.196289
	Iteration 93Q: 3 clusters Score -5642612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5642680.000000 Penalty: 5340.196289
	Iteration 94Q: 3 clusters Score -5642680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5642748.000000 Penalty: 5340.196289
	Iteration 95Q: 3 clusters Score -5642748 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5642831.500000 Penalty: 5340.196289
	Iteration 96Q: 3 clusters Score -5642832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5642851.000000 Penalty: 5340.196289
	Iteration 97Q: 3 clusters Score -5642851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5642873.000000 Penalty: 5340.196289
	Iteration 98Q: 3 clusters Score -5642873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5642919.000000 Penalty: 5340.196289
	Iteration 99Q: 3 clusters Score -5642919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5642947.500000 Penalty: 5340.196289
	Iteration 100F: 3 clusters Score -5642948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5642983.500000 Penalty: 5340.196289
	Iteration 101Q: 3 clusters Score -5642984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5643006.500000 Penalty: 5340.196289
	Iteration 102Q: 3 clusters Score -5643006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5643018.000000 Penalty: 5340.196289
	Iteration 103Q: 3 clusters Score -5643018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5643019.000000 Penalty: 5340.196289
	Iteration 104Q: 3 clusters Score -5643019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5643023.000000 Penalty: 5340.196289
	Iteration 105Q: 3 clusters Score -5643023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5643032.000000 Penalty: 5340.196289
	Iteration 106Q: 3 clusters Score -5643032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5643041.500000 Penalty: 5340.196289
	Iteration 107Q: 3 clusters Score -5643042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5643048.000000 Penalty: 5340.196289
	Iteration 108Q: 3 clusters Score -5643048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5643053.500000 Penalty: 5340.196289
	Iteration 109Q: 3 clusters Score -5643054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5643056.000000 Penalty: 5340.196289
	Iteration 110Q: 3 clusters Score -5643056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5643067.000000 Penalty: 5340.196289
	Iteration 111Q: 3 clusters Score -5643067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5643069.500000 Penalty: 5340.196289
	Iteration 112Q: 3 clusters Score -5643070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5643075.000000 Penalty: 5340.196289
	Iteration 113Q: 3 clusters Score -5643075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5643078.000000 Penalty: 5340.196289
	Iteration 114Q: 3 clusters Score -5643078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5643083.000000 Penalty: 5340.196289
	Iteration 115Q: 3 clusters Score -5643083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5643078.000000 Penalty: 5340.196289
	Iteration 116Q: 3 clusters Score -5643078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5643082.000000 Penalty: 5340.196289
	Iteration 117Q: 3 clusters Score -5643082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5643086.500000 Penalty: 5340.196289
	Iteration 118Q: 3 clusters Score -5643086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5643091.500000 Penalty: 5340.196289
	Iteration 119Q: 3 clusters Score -5643092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5643096.500000 Penalty: 5340.196289
	Iteration 120F: 3 clusters Score -5643096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5643090.000000 Penalty: 5340.196289
	Iteration 121Q: 3 clusters Score -5643090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5643088.000000 Penalty: 5340.196289
	Iteration 122Q: 3 clusters Score -5643088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5643094.500000 Penalty: 5340.196289
	Iteration 123Q: 3 clusters Score -5643094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5643102.000000 Penalty: 5340.196289
	Iteration 124Q: 3 clusters Score -5643102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5643101.500000 Penalty: 5340.196289
	Iteration 125Q: 3 clusters Score -5643102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5643110.500000 Penalty: 5340.196289
	Iteration 126Q: 3 clusters Score -5643110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5643105.500000 Penalty: 5340.196289
	Iteration 127Q: 3 clusters Score -5643106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5643107.500000 Penalty: 5340.196289
	Iteration 128Q: 3 clusters Score -5643108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5643107.000000 Penalty: 5340.196289
	Iteration 129Q: 3 clusters Score -5643107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5643107.000000 Penalty: 5340.196289
	Iteration 130F: 3 clusters Score -5643107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Entering Unmasked Estep 
Score: -2538419.250000 Penalty: 2478.141357
	Iteration 0F: 2 clusters Score -2538419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2523036.500000 Penalty: 4956.282715
	Iteration 0F: 3 clusters Score -2523036 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2528349.000000 Penalty: 4956.282715
	Iteration 1F: 3 clusters Score -2528349 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2528927.750000 Penalty: 4956.282715
	Iteration 2F: 3 clusters Score -2528928 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2529527.000000 Penalty: 4956.282715
	Iteration 3F: 3 clusters Score -2529527 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2530198.250000 Penalty: 4956.282715
	Iteration 4F: 3 clusters Score -2530198 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2530832.750000 Penalty: 4956.282715
	Iteration 5F: 3 clusters Score -2530833 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2531418.250000 Penalty: 4956.282715
	Iteration 6F: 3 clusters Score -2531418 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2531908.000000 Penalty: 4956.282715
	Iteration 7Q: 3 clusters Score -2531908 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2532325.750000 Penalty: 4956.282715
	Iteration 8Q: 3 clusters Score -2532326 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2532672.000000 Penalty: 4956.282715
	Iteration 9Q: 3 clusters Score -2532672 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2532973.750000 Penalty: 4956.282715
	Iteration 10Q: 3 clusters Score -2532974 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2533277.000000 Penalty: 4956.282715
	Iteration 11Q: 3 clusters Score -2533277 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2533566.500000 Penalty: 4956.282715
	Iteration 12Q: 3 clusters Score -2533566 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2533866.500000 Penalty: 4956.282715
	Iteration 13Q: 3 clusters Score -2533866 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2534147.750000 Penalty: 4956.282715
	Iteration 14Q: 3 clusters Score -2534148 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2534424.250000 Penalty: 4956.282715
	Iteration 15Q: 3 clusters Score -2534424 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2534727.500000 Penalty: 4956.282715
	Iteration 16Q: 3 clusters Score -2534728 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2535019.000000 Penalty: 4956.282715
	Iteration 17Q: 3 clusters Score -2535019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2535221.000000 Penalty: 4956.282715
	Iteration 18Q: 3 clusters Score -2535221 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2535343.500000 Penalty: 4956.282715
	Iteration 19Q: 3 clusters Score -2535344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2535431.000000 Penalty: 4956.282715
	Iteration 20F: 3 clusters Score -2535431 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2535508.250000 Penalty: 4956.282715
	Iteration 21Q: 3 clusters Score -2535508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2535574.750000 Penalty: 4956.282715
	Iteration 22Q: 3 clusters Score -2535575 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2535628.000000 Penalty: 4956.282715
	Iteration 23Q: 3 clusters Score -2535628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2535680.000000 Penalty: 4956.282715
	Iteration 24Q: 3 clusters Score -2535680 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2535748.000000 Penalty: 4956.282715
	Iteration 25Q: 3 clusters Score -2535748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2535818.500000 Penalty: 4956.282715
	Iteration 26Q: 3 clusters Score -2535818 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2535871.750000 Penalty: 4956.282715
	Iteration 27Q: 3 clusters Score -2535872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2535944.750000 Penalty: 4956.282715
	Iteration 28Q: 3 clusters Score -2535945 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2535999.750000 Penalty: 4956.282715
	Iteration 29Q: 3 clusters Score -2536000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2536056.000000 Penalty: 4956.282715
	Iteration 30Q: 3 clusters Score -2536056 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2536099.500000 Penalty: 4956.282715
	Iteration 31Q: 3 clusters Score -2536100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2536163.500000 Penalty: 4956.282715
	Iteration 32Q: 3 clusters Score -2536164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2536242.750000 Penalty: 4956.282715
	Iteration 33Q: 3 clusters Score -2536243 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2536317.250000 Penalty: 4956.282715
	Iteration 34Q: 3 clusters Score -2536317 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2536400.500000 Penalty: 4956.282715
	Iteration 35Q: 3 clusters Score -2536400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2536460.750000 Penalty: 4956.282715
	Iteration 36Q: 3 clusters Score -2536461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2536501.000000 Penalty: 4956.282715
	Iteration 37Q: 3 clusters Score -2536501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2536530.750000 Penalty: 4956.282715
	Iteration 38Q: 3 clusters Score -2536531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2536539.750000 Penalty: 4956.282715
	Iteration 39Q: 3 clusters Score -2536540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2536552.500000 Penalty: 4956.282715
	Iteration 40F: 3 clusters Score -2536552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2536568.500000 Penalty: 4956.282715
	Iteration 41Q: 3 clusters Score -2536568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2536576.000000 Penalty: 4956.282715
	Iteration 42Q: 3 clusters Score -2536576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2536577.750000 Penalty: 4956.282715
	Iteration 43Q: 3 clusters Score -2536578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2536576.250000 Penalty: 4956.282715
	Iteration 44Q: 3 clusters Score -2536576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2536579.500000 Penalty: 4956.282715
	Iteration 45Q: 3 clusters Score -2536580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2536582.500000 Penalty: 4956.282715
	Iteration 46Q: 3 clusters Score -2536582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2536581.750000 Penalty: 4956.282715
	Iteration 47Q: 3 clusters Score -2536582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2536582.750000 Penalty: 4956.282715
	Iteration 48Q: 3 clusters Score -2536583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2536582.250000 Penalty: 4956.282715
	Iteration 49Q: 3 clusters Score -2536582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2536582.500000 Penalty: 4956.282715
	Iteration 50Q: 3 clusters Score -2536582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2536594.750000 Penalty: 4956.282715
	Iteration 51Q: 3 clusters Score -2536595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2536589.500000 Penalty: 4956.282715
	Iteration 52Q: 3 clusters Score -2536590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2536591.250000 Penalty: 4956.282715
	Iteration 53Q: 3 clusters Score -2536591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2536591.500000 Penalty: 4956.282715
	Iteration 54Q: 3 clusters Score -2536592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2536591.500000 Penalty: 4956.282715
	Iteration 55Q: 3 clusters Score -2536592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2536589.500000 Penalty: 4956.282715
	Iteration 56Q: 3 clusters Score -2536590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2536594.500000 Penalty: 4956.282715
	Iteration 57Q: 3 clusters Score -2536594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2536595.000000 Penalty: 4956.282715
	Iteration 58Q: 3 clusters Score -2536595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2536595.750000 Penalty: 4956.282715
	Iteration 59Q: 3 clusters Score -2536596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2536595.500000 Penalty: 4956.282715
	Iteration 60F: 3 clusters Score -2536596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226114 members 
Entering Unmasked Estep 
Score: -26544176.000000 Penalty: 3057.541016
	Iteration 0F: 2 clusters Score -2.654418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -26401768.000000 Penalty: 6115.082031
	Iteration 0F: 3 clusters Score -2.640177e+07 nChanged 109347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -26466822.000000 Penalty: 6115.082031
	Iteration 1F: 3 clusters Score -2.646682e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121308 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -26468072.000000 Penalty: 6115.082031
	Iteration 2Q: 3 clusters Score -2.646807e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -26469906.000000 Penalty: 6115.082031
	Iteration 3Q: 3 clusters Score -2.646991e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -26473260.000000 Penalty: 6115.082031
	Iteration 4Q: 3 clusters Score -2.647326e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145460 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -26479688.000000 Penalty: 6115.082031
	Iteration 5F: 3 clusters Score -2.647969e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -26490710.000000 Penalty: 6115.082031
	Iteration 6F: 3 clusters Score -2.649071e+07 nChanged 19260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180770 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -26505284.000000 Penalty: 6115.082031
	Iteration 7F: 3 clusters Score -2.650528e+07 nChanged 17960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198654 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -26519388.000000 Penalty: 6115.082031
	Iteration 8F: 3 clusters Score -2.651939e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211407 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -26529810.000000 Penalty: 6115.082031
	Iteration 9F: 3 clusters Score -2.652981e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218592 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -26535798.000000 Penalty: 6115.082031
	Iteration 10Q: 3 clusters Score -2.65358e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221977 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -26538648.000000 Penalty: 6115.082031
	Iteration 11Q: 3 clusters Score -2.653865e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223549 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -26540130.000000 Penalty: 6115.082031
	Iteration 12Q: 3 clusters Score -2.654013e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224280 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -26540894.000000 Penalty: 6115.082031
	Iteration 13Q: 3 clusters Score -2.654089e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -26541312.000000 Penalty: 6115.082031
	Iteration 14Q: 3 clusters Score -2.654131e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224781 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -26541582.000000 Penalty: 6115.082031
	Iteration 15Q: 3 clusters Score -2.654158e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -26541708.000000 Penalty: 6115.082031
	Iteration 16Q: 3 clusters Score -2.654171e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224899 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -26541828.000000 Penalty: 6115.082031
	Iteration 17Q: 3 clusters Score -2.654183e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -26541900.000000 Penalty: 6115.082031
	Iteration 18Q: 3 clusters Score -2.65419e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224908 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -26541962.000000 Penalty: 6115.082031
	Iteration 19Q: 3 clusters Score -2.654196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224894 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -26542028.000000 Penalty: 6115.082031
	Iteration 20F: 3 clusters Score -2.654203e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -26542086.000000 Penalty: 6115.082031
	Iteration 21Q: 3 clusters Score -2.654209e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224882 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -26542096.000000 Penalty: 6115.082031
	Iteration 22Q: 3 clusters Score -2.65421e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224876 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26542134.000000 Penalty: 6115.082031
	Iteration 23Q: 3 clusters Score -2.654213e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -26542164.000000 Penalty: 6115.082031
	Iteration 24Q: 3 clusters Score -2.654216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224876 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -26542190.000000 Penalty: 6115.082031
	Iteration 25Q: 3 clusters Score -2.654219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224864 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -26542206.000000 Penalty: 6115.082031
	Iteration 26Q: 3 clusters Score -2.654221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26542230.000000 Penalty: 6115.082031
	Iteration 27Q: 3 clusters Score -2.654223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -26542228.000000 Penalty: 6115.082031
	Iteration 28Q: 3 clusters Score -2.654223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224859 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -26542232.000000 Penalty: 6115.082031
	Iteration 29Q: 3 clusters Score -2.654223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -26542218.000000 Penalty: 6115.082031
	Iteration 30Q: 3 clusters Score -2.654222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224863 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -26542230.000000 Penalty: 6115.082031
	Iteration 31Q: 3 clusters Score -2.654223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -26542228.000000 Penalty: 6115.082031
	Iteration 32Q: 3 clusters Score -2.654223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224854 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -26542236.000000 Penalty: 6115.082031
	Iteration 33Q: 3 clusters Score -2.654224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224849 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -26542242.000000 Penalty: 6115.082031
	Iteration 34Q: 3 clusters Score -2.654224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -26542240.000000 Penalty: 6115.082031
	Iteration 35Q: 3 clusters Score -2.654224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224844 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -26542258.000000 Penalty: 6115.082031
	Iteration 36Q: 3 clusters Score -2.654226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224839 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -26542274.000000 Penalty: 6115.082031
	Iteration 37Q: 3 clusters Score -2.654227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224838 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -26542258.000000 Penalty: 6115.082031
	Iteration 38Q: 3 clusters Score -2.654226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26542266.000000 Penalty: 6115.082031
	Iteration 39Q: 3 clusters Score -2.654227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26542274.000000 Penalty: 6115.082031
	Iteration 40F: 3 clusters Score -2.654227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26542266.000000 Penalty: 6115.082031
	Iteration 41Q: 3 clusters Score -2.654227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224833 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -26542268.000000 Penalty: 6115.082031
	Iteration 42Q: 3 clusters Score -2.654227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224833 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -26542268.000000 Penalty: 6115.082031
	Iteration 43Q: 3 clusters Score -2.654227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224833 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -26542280.000000 Penalty: 6115.082031
	Iteration 44Q: 3 clusters Score -2.654228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -26542282.000000 Penalty: 6115.082031
	Iteration 45Q: 3 clusters Score -2.654228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224831 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26542294.000000 Penalty: 6115.082031
	Iteration 46Q: 3 clusters Score -2.654229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224831 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -26542298.000000 Penalty: 6115.082031
	Iteration 47Q: 3 clusters Score -2.65423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224829 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -26542304.000000 Penalty: 6115.082031
	Iteration 48Q: 3 clusters Score -2.65423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224826 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -26542310.000000 Penalty: 6115.082031
	Iteration 49Q: 3 clusters Score -2.654231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224825 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -26542302.000000 Penalty: 6115.082031
	Iteration 50Q: 3 clusters Score -2.65423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -26542308.000000 Penalty: 6115.082031
	Iteration 51Q: 3 clusters Score -2.654231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -26542308.000000 Penalty: 6115.082031
	Iteration 52F: 3 clusters Score -2.654231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Entering Unmasked Estep 
Score: -19977774.000000 Penalty: 2985.401367
	Iteration 0F: 2 clusters Score -1.997777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -19867424.000000 Penalty: 5970.802734
	Iteration 0F: 3 clusters Score -1.986742e+07 nChanged 80790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -19914692.000000 Penalty: 5970.802734
	Iteration 1F: 3 clusters Score -1.991469e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -19915892.000000 Penalty: 5970.802734
	Iteration 2Q: 3 clusters Score -1.991589e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -19917042.000000 Penalty: 5970.802734
	Iteration 3Q: 3 clusters Score -1.991704e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -19918876.000000 Penalty: 5970.802734
	Iteration 4Q: 3 clusters Score -1.991888e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -19921424.000000 Penalty: 5970.802734
	Iteration 5Q: 3 clusters Score -1.992142e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -19925380.000000 Penalty: 5970.802734
	Iteration 6Q: 3 clusters Score -1.992538e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -19931516.000000 Penalty: 5970.802734
	Iteration 7F: 3 clusters Score -1.993152e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -19940576.000000 Penalty: 5970.802734
	Iteration 8F: 3 clusters Score -1.994058e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -19950956.000000 Penalty: 5970.802734
	Iteration 9F: 3 clusters Score -1.995096e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -19958328.000000 Penalty: 5970.802734
	Iteration 10F: 3 clusters Score -1.995833e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120724 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -19961856.000000 Penalty: 5970.802734
	Iteration 11Q: 3 clusters Score -1.996186e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123904 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -19963456.000000 Penalty: 5970.802734
	Iteration 12Q: 3 clusters Score -1.996346e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -19964616.000000 Penalty: 5970.802734
	Iteration 13Q: 3 clusters Score -1.996462e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129813 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -19965858.000000 Penalty: 5970.802734
	Iteration 14Q: 3 clusters Score -1.996586e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -19967042.000000 Penalty: 5970.802734
	Iteration 15Q: 3 clusters Score -1.996704e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -19968370.000000 Penalty: 5970.802734
	Iteration 16Q: 3 clusters Score -1.996837e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -19969366.000000 Penalty: 5970.802734
	Iteration 17Q: 3 clusters Score -1.996937e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140505 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -19970410.000000 Penalty: 5970.802734
	Iteration 18Q: 3 clusters Score -1.997041e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142734 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -19971350.000000 Penalty: 5970.802734
	Iteration 19Q: 3 clusters Score -1.997135e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -19972190.000000 Penalty: 5970.802734
	Iteration 20F: 3 clusters Score -1.997219e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146880 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -19972920.000000 Penalty: 5970.802734
	Iteration 21Q: 3 clusters Score -1.997292e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -19973678.000000 Penalty: 5970.802734
	Iteration 22Q: 3 clusters Score -1.997368e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -19974178.000000 Penalty: 5970.802734
	Iteration 23Q: 3 clusters Score -1.997418e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -19974606.000000 Penalty: 5970.802734
	Iteration 24Q: 3 clusters Score -1.997461e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -19974996.000000 Penalty: 5970.802734
	Iteration 25Q: 3 clusters Score -1.9975e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -19975300.000000 Penalty: 5970.802734
	Iteration 26Q: 3 clusters Score -1.99753e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -19975526.000000 Penalty: 5970.802734
	Iteration 27Q: 3 clusters Score -1.997553e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157005 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -19975662.000000 Penalty: 5970.802734
	Iteration 28Q: 3 clusters Score -1.997566e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -19975914.000000 Penalty: 5970.802734
	Iteration 29Q: 3 clusters Score -1.997591e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158874 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -19976024.000000 Penalty: 5970.802734
	Iteration 30Q: 3 clusters Score -1.997602e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -19976118.000000 Penalty: 5970.802734
	Iteration 31Q: 3 clusters Score -1.997612e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160368 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -19976226.000000 Penalty: 5970.802734
	Iteration 32Q: 3 clusters Score -1.997623e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161002 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -19976264.000000 Penalty: 5970.802734
	Iteration 33Q: 3 clusters Score -1.997626e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -19976344.000000 Penalty: 5970.802734
	Iteration 34Q: 3 clusters Score -1.997634e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162077 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -19976402.000000 Penalty: 5970.802734
	Iteration 35Q: 3 clusters Score -1.99764e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162547 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -19976404.000000 Penalty: 5970.802734
	Iteration 36Q: 3 clusters Score -1.99764e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162971 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -19976490.000000 Penalty: 5970.802734
	Iteration 37Q: 3 clusters Score -1.997649e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -19976482.000000 Penalty: 5970.802734
	Iteration 38Q: 3 clusters Score -1.997648e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -19976564.000000 Penalty: 5970.802734
	Iteration 39Q: 3 clusters Score -1.997656e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -19976592.000000 Penalty: 5970.802734
	Iteration 40F: 3 clusters Score -1.997659e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -19976654.000000 Penalty: 5970.802734
	Iteration 41Q: 3 clusters Score -1.997665e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -19976652.000000 Penalty: 5970.802734
	Iteration 42Q: 3 clusters Score -1.997665e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -19976672.000000 Penalty: 5970.802734
	Iteration 43Q: 3 clusters Score -1.997667e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -19976638.000000 Penalty: 5970.802734
	Iteration 44Q: 3 clusters Score -1.997664e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -19976610.000000 Penalty: 5970.802734
	Iteration 45Q: 3 clusters Score -1.997661e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165084 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -19976606.000000 Penalty: 5970.802734
	Iteration 46Q: 3 clusters Score -1.997661e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -19976662.000000 Penalty: 5970.802734
	Iteration 47Q: 3 clusters Score -1.997666e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -19976636.000000 Penalty: 5970.802734
	Iteration 48Q: 3 clusters Score -1.997664e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165445 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -19976664.000000 Penalty: 5970.802734
	Iteration 49Q: 3 clusters Score -1.997666e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -19976656.000000 Penalty: 5970.802734
	Iteration 50Q: 3 clusters Score -1.997666e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165631 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -19976642.000000 Penalty: 5970.802734
	Iteration 51Q: 3 clusters Score -1.997664e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -19976620.000000 Penalty: 5970.802734
	Iteration 52Q: 3 clusters Score -1.997662e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19976604.000000 Penalty: 5970.802734
	Iteration 53Q: 3 clusters Score -1.99766e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165858 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -19976626.000000 Penalty: 5970.802734
	Iteration 54Q: 3 clusters Score -1.997663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -19976622.000000 Penalty: 5970.802734
	Iteration 55Q: 3 clusters Score -1.997662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19976624.000000 Penalty: 5970.802734
	Iteration 56Q: 3 clusters Score -1.997662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165971 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -19976620.000000 Penalty: 5970.802734
	Iteration 57Q: 3 clusters Score -1.997662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165999 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -19976630.000000 Penalty: 5970.802734
	Iteration 58Q: 3 clusters Score -1.997663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166038 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -19976614.000000 Penalty: 5970.802734
	Iteration 59Q: 3 clusters Score -1.997661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19976620.000000 Penalty: 5970.802734
	Iteration 60F: 3 clusters Score -1.997662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -19976618.000000 Penalty: 5970.802734
	Iteration 61Q: 3 clusters Score -1.997662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -19976644.000000 Penalty: 5970.802734
	Iteration 62Q: 3 clusters Score -1.997664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -19976658.000000 Penalty: 5970.802734
	Iteration 63Q: 3 clusters Score -1.997666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166161 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -19976664.000000 Penalty: 5970.802734
	Iteration 64Q: 3 clusters Score -1.997666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166178 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19976672.000000 Penalty: 5970.802734
	Iteration 65Q: 3 clusters Score -1.997667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166187 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -19976690.000000 Penalty: 5970.802734
	Iteration 66Q: 3 clusters Score -1.997669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -19976684.000000 Penalty: 5970.802734
	Iteration 67Q: 3 clusters Score -1.997668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166212 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19976692.000000 Penalty: 5970.802734
	Iteration 68Q: 3 clusters Score -1.997669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19976686.000000 Penalty: 5970.802734
	Iteration 69Q: 3 clusters Score -1.997669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -19976666.000000 Penalty: 5970.802734
	Iteration 70Q: 3 clusters Score -1.997667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166240 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -19976680.000000 Penalty: 5970.802734
	Iteration 71Q: 3 clusters Score -1.997668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19976690.000000 Penalty: 5970.802734
	Iteration 72Q: 3 clusters Score -1.997669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166251 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -19976680.000000 Penalty: 5970.802734
	Iteration 73Q: 3 clusters Score -1.997668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -19976690.000000 Penalty: 5970.802734
	Iteration 74Q: 3 clusters Score -1.997669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19976698.000000 Penalty: 5970.802734
	Iteration 75Q: 3 clusters Score -1.99767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19976690.000000 Penalty: 5970.802734
	Iteration 76Q: 3 clusters Score -1.997669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166270 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -19976686.000000 Penalty: 5970.802734
	Iteration 77Q: 3 clusters Score -1.997669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -19976694.000000 Penalty: 5970.802734
	Iteration 78Q: 3 clusters Score -1.997669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166275 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19976690.000000 Penalty: 5970.802734
	Iteration 79Q: 3 clusters Score -1.997669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19976684.000000 Penalty: 5970.802734
	Iteration 80F: 3 clusters Score -1.997668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189733 members 
Entering Unmasked Estep 
Score: -22523204.000000 Penalty: 3014.036377
	Iteration 0F: 2 clusters Score -2.25232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -22409634.000000 Penalty: 6028.072754
	Iteration 0F: 3 clusters Score -2.240963e+07 nChanged 91160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -22462274.000000 Penalty: 6028.072754
	Iteration 1F: 3 clusters Score -2.246227e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -22463518.000000 Penalty: 6028.072754
	Iteration 2Q: 3 clusters Score -2.246352e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -22465064.000000 Penalty: 6028.072754
	Iteration 3Q: 3 clusters Score -2.246506e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -22467808.000000 Penalty: 6028.072754
	Iteration 4Q: 3 clusters Score -2.246781e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -22473372.000000 Penalty: 6028.072754
	Iteration 5F: 3 clusters Score -2.247337e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -22484362.000000 Penalty: 6028.072754
	Iteration 6F: 3 clusters Score -2.248436e+07 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -22500350.000000 Penalty: 6028.072754
	Iteration 7F: 3 clusters Score -2.250035e+07 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 174289 members 
Entering Unmasked Estep 
Score: -22512916.000000 Penalty: 6028.072754
	Iteration 8F: 3 clusters Score -2.251292e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 184506 members 
Entering Unmasked Estep 
Score: -22517886.000000 Penalty: 6028.072754
	Iteration 9F: 3 clusters Score -2.251789e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 188233 members 
Entering Unmasked Estep 
Score: -22519706.000000 Penalty: 6028.072754
	Iteration 10Q: 3 clusters Score -2.251971e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 189213 members 
Entering Unmasked Estep 
Score: -22520254.000000 Penalty: 6028.072754
	Iteration 11Q: 3 clusters Score -2.252025e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189430 members 
Entering Unmasked Estep 
Score: -22520466.000000 Penalty: 6028.072754
	Iteration 12Q: 3 clusters Score -2.252047e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189473 members 
Entering Unmasked Estep 
Score: -22520534.000000 Penalty: 6028.072754
	Iteration 13Q: 3 clusters Score -2.252053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 189493 members 
Entering Unmasked Estep 
Score: -22520518.000000 Penalty: 6028.072754
	Iteration 14Q: 3 clusters Score -2.252052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189506 members 
Entering Unmasked Estep 
Score: -22520558.000000 Penalty: 6028.072754
	Iteration 15Q: 3 clusters Score -2.252056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 189511 members 
Entering Unmasked Estep 
Score: -22520590.000000 Penalty: 6028.072754
	Iteration 16Q: 3 clusters Score -2.252059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189519 members 
Entering Unmasked Estep 
Score: -22520588.000000 Penalty: 6028.072754
	Iteration 17Q: 3 clusters Score -2.252059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 189522 members 
Entering Unmasked Estep 
Score: -22520630.000000 Penalty: 6028.072754
	Iteration 18Q: 3 clusters Score -2.252063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 189524 members 
Entering Unmasked Estep 
Score: -22520636.000000 Penalty: 6028.072754
	Iteration 19Q: 3 clusters Score -2.252064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189523 members 
Entering Unmasked Estep 
Score: -22520628.000000 Penalty: 6028.072754
	Iteration 20F: 3 clusters Score -2.252063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -22520630.000000 Penalty: 6028.072754
	Iteration 21Q: 3 clusters Score -2.252063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -22520634.000000 Penalty: 6028.072754
	Iteration 22Q: 3 clusters Score -2.252063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -22520632.000000 Penalty: 6028.072754
	Iteration 23Q: 3 clusters Score -2.252063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 189526 members 
Entering Unmasked Estep 
Score: -22520632.000000 Penalty: 6028.072754
	Iteration 24F: 3 clusters Score -2.252063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -317849.343750 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -317849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314745.406250 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -314745.4 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -315336.312500 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -315336.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315486.937500 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -315486.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -315573.312500 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -315573.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -315638.468750 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -315638.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -315684.187500 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -315684.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -315717.687500 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -315717.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -315740.750000 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -315740.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -315762.812500 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -315762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -315773.625000 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -315773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -315783.593750 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -315783.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -315797.750000 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -315797.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -315807.312500 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -315807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315815.375000 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -315815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315825.593750 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -315825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -315833.156250 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -315833.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -315842.500000 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -315842.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -315847.031250 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -315847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -315851.500000 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -315851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -315852.500000 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -315852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -315853.593750 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -315853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315855.312500 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -315855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315855.531250 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -315855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315855.531250 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -315855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -315855.531250 Penalty: 3928.000732
	Iteration 24F: 3 clusters Score -315855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Entering Unmasked Estep 
Score: -712994.937500 Penalty: 2164.689941
	Iteration 0F: 2 clusters Score -712994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -707751.625000 Penalty: 4329.379883
	Iteration 0F: 3 clusters Score -707751.6 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -709074.875000 Penalty: 4329.379883
	Iteration 1F: 3 clusters Score -709074.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -709289.937500 Penalty: 4329.379883
	Iteration 2F: 3 clusters Score -709289.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -709421.437500 Penalty: 4329.379883
	Iteration 3Q: 3 clusters Score -709421.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -709526.062500 Penalty: 4329.379883
	Iteration 4Q: 3 clusters Score -709526.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -709608.875000 Penalty: 4329.379883
	Iteration 5Q: 3 clusters Score -709608.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -709681.875000 Penalty: 4329.379883
	Iteration 6Q: 3 clusters Score -709681.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -709733.625000 Penalty: 4329.379883
	Iteration 7Q: 3 clusters Score -709733.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -709778.875000 Penalty: 4329.379883
	Iteration 8Q: 3 clusters Score -709778.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -709816.312500 Penalty: 4329.379883
	Iteration 9Q: 3 clusters Score -709816.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -709858.750000 Penalty: 4329.379883
	Iteration 10Q: 3 clusters Score -709858.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -709893.125000 Penalty: 4329.379883
	Iteration 11Q: 3 clusters Score -709893.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -709942.312500 Penalty: 4329.379883
	Iteration 12Q: 3 clusters Score -709942.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -709989.125000 Penalty: 4329.379883
	Iteration 13Q: 3 clusters Score -709989.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -710045.937500 Penalty: 4329.379883
	Iteration 14Q: 3 clusters Score -710045.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -710106.125000 Penalty: 4329.379883
	Iteration 15Q: 3 clusters Score -710106.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -710168.187500 Penalty: 4329.379883
	Iteration 16Q: 3 clusters Score -710168.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -710235.187500 Penalty: 4329.379883
	Iteration 17Q: 3 clusters Score -710235.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -710318.312500 Penalty: 4329.379883
	Iteration 18Q: 3 clusters Score -710318.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -710411.125000 Penalty: 4329.379883
	Iteration 19Q: 3 clusters Score -710411.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -710523.312500 Penalty: 4329.379883
	Iteration 20F: 3 clusters Score -710523.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -710642.000000 Penalty: 4329.379883
	Iteration 21Q: 3 clusters Score -710642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -710743.187500 Penalty: 4329.379883
	Iteration 22Q: 3 clusters Score -710743.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -710837.750000 Penalty: 4329.379883
	Iteration 23Q: 3 clusters Score -710837.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -710917.250000 Penalty: 4329.379883
	Iteration 24Q: 3 clusters Score -710917.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -710998.125000 Penalty: 4329.379883
	Iteration 25Q: 3 clusters Score -710998.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -711081.812500 Penalty: 4329.379883
	Iteration 26Q: 3 clusters Score -711081.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -711152.812500 Penalty: 4329.379883
	Iteration 27Q: 3 clusters Score -711152.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -711196.687500 Penalty: 4329.379883
	Iteration 28Q: 3 clusters Score -711196.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -711229.812500 Penalty: 4329.379883
	Iteration 29Q: 3 clusters Score -711229.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -711259.250000 Penalty: 4329.379883
	Iteration 30Q: 3 clusters Score -711259.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -711287.187500 Penalty: 4329.379883
	Iteration 31Q: 3 clusters Score -711287.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -711313.000000 Penalty: 4329.379883
	Iteration 32Q: 3 clusters Score -711313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -711330.312500 Penalty: 4329.379883
	Iteration 33Q: 3 clusters Score -711330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -711345.437500 Penalty: 4329.379883
	Iteration 34Q: 3 clusters Score -711345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -711352.812500 Penalty: 4329.379883
	Iteration 35Q: 3 clusters Score -711352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -711356.937500 Penalty: 4329.379883
	Iteration 36Q: 3 clusters Score -711356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -711358.750000 Penalty: 4329.379883
	Iteration 37Q: 3 clusters Score -711358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -711361.562500 Penalty: 4329.379883
	Iteration 38Q: 3 clusters Score -711361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -711362.312500 Penalty: 4329.379883
	Iteration 39Q: 3 clusters Score -711362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -711362.312500 Penalty: 4329.379883
	Iteration 40F: 3 clusters Score -711362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -522291.218750 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -522291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -518161.281250 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -518161.3 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -519089.437500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -519089.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -519320.937500 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -519320.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -519518.156250 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -519518.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -519684.187500 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -519684.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -519811.968750 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -519812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -519928.750000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -519928.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -520026.000000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -520026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -520118.875000 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -520118.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -520207.468750 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -520207.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -520284.687500 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -520284.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -520351.187500 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -520351.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -520412.437500 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -520412.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -520477.218750 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -520477.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -520539.437500 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -520539.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -520583.281250 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -520583.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -520624.531250 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -520624.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -520658.968750 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -520659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -520688.125000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -520688.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -520710.531250 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -520710.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -520731.500000 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -520731.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -520750.375000 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -520750.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -520764.593750 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -520764.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -520770.843750 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -520770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -520775.687500 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -520775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -520783.781250 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -520783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -520791.156250 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -520791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -520794.718750 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -520794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -520797.906250 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -520797.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -520801.156250 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -520801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -520806.625000 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -520806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -520807.875000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -520807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -520808.906250 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -520808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -520810.031250 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -520810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -520811.812500 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -520811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -520812.937500 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -520812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -520815.031250 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -520815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -520817.343750 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -520817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -520817.843750 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -520817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -520817.843750 Penalty: 4160.445801
	Iteration 39F: 3 clusters Score -520817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -102439.140625 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -102439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100681.562500 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -100681.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101149.960938 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -101150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101334.835938 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -101334.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101472.296875 Penalty: 3435.582275
	Iteration 3F: 3 clusters Score -101472.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101775.453125 Penalty: 3435.582275
	Iteration 4F: 3 clusters Score -101775.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102168.632812 Penalty: 3435.582275
	Iteration 5F: 3 clusters Score -102168.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102627.710938 Penalty: 3435.582275
	Iteration 6F: 3 clusters Score -102627.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102892.914062 Penalty: 3435.582275
	Iteration 7F: 3 clusters Score -102892.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102999.476562 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -102999.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103023.875000 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -103023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103031.179688 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -103031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103032.710938 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -103032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103037.445312 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -103037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103050.523438 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -103050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103064.812500 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -103064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103085.945312 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -103085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103124.265625 Penalty: 3435.582275
	Iteration 16Q: 3 clusters Score -103124.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103165.929688 Penalty: 3435.582275
	Iteration 17Q: 3 clusters Score -103165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103253.039062 Penalty: 3435.582275
	Iteration 18Q: 3 clusters Score -103253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103336.296875 Penalty: 3435.582275
	Iteration 19Q: 3 clusters Score -103336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103370.453125 Penalty: 3435.582275
	Iteration 20F: 3 clusters Score -103370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103387.570312 Penalty: 3435.582275
	Iteration 21Q: 3 clusters Score -103387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103391.609375 Penalty: 3435.582275
	Iteration 22Q: 3 clusters Score -103391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103401.835938 Penalty: 3435.582275
	Iteration 23Q: 3 clusters Score -103401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103414.312500 Penalty: 3435.582275
	Iteration 24Q: 3 clusters Score -103414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103465.382812 Penalty: 3435.582275
	Iteration 25Q: 3 clusters Score -103465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103467.632812 Penalty: 3435.582275
	Iteration 26Q: 3 clusters Score -103467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103467.632812 Penalty: 3435.582275
	Iteration 27F: 3 clusters Score -103467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93702 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 82656 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 9 contains 47407 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226114 members 
Mstep: Class 13 contains 169043 members 
Mstep: Class 14 contains 189733 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 64221 members 
Entering Unmasked Estep 
Score: -118055976.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118056752.000000 to -118055976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (64221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Entering Unmasked Estep 
Score: -7647347.000000 Penalty: 2745.381104
	Iteration 0F: 2 clusters Score -7647347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -7604298.500000 Penalty: 5490.762207
	Iteration 0F: 3 clusters Score -7604298 nChanged 29970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7620703.500000 Penalty: 5490.762207
	Iteration 1F: 3 clusters Score -7620704 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7621210.000000 Penalty: 5490.762207
	Iteration 2Q: 3 clusters Score -7621210 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -7621682.500000 Penalty: 5490.762207
	Iteration 3Q: 3 clusters Score -7621682 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -7622153.000000 Penalty: 5490.762207
	Iteration 4Q: 3 clusters Score -7622153 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7622627.000000 Penalty: 5490.762207
	Iteration 5Q: 3 clusters Score -7622627 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -7623325.500000 Penalty: 5490.762207
	Iteration 6Q: 3 clusters Score -7623326 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7624218.500000 Penalty: 5490.762207
	Iteration 7Q: 3 clusters Score -7624218 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -7625723.500000 Penalty: 5490.762207
	Iteration 8Q: 3 clusters Score -7625724 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7628310.500000 Penalty: 5490.762207
	Iteration 9F: 3 clusters Score -7628310 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7632332.000000 Penalty: 5490.762207
	Iteration 10F: 3 clusters Score -7632332 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7636989.000000 Penalty: 5490.762207
	Iteration 11F: 3 clusters Score -7636989 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -7639796.500000 Penalty: 5490.762207
	Iteration 12F: 3 clusters Score -7639796 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7640764.500000 Penalty: 5490.762207
	Iteration 13Q: 3 clusters Score -7640764 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -7641237.000000 Penalty: 5490.762207
	Iteration 14Q: 3 clusters Score -7641237 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -7641491.000000 Penalty: 5490.762207
	Iteration 15Q: 3 clusters Score -7641491 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -7641617.000000 Penalty: 5490.762207
	Iteration 16Q: 3 clusters Score -7641617 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -7641741.500000 Penalty: 5490.762207
	Iteration 17Q: 3 clusters Score -7641742 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -7641854.500000 Penalty: 5490.762207
	Iteration 18Q: 3 clusters Score -7641854 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -7641927.000000 Penalty: 5490.762207
	Iteration 19Q: 3 clusters Score -7641927 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -7641989.000000 Penalty: 5490.762207
	Iteration 20F: 3 clusters Score -7641989 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -7642019.500000 Penalty: 5490.762207
	Iteration 21Q: 3 clusters Score -7642020 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -7642053.000000 Penalty: 5490.762207
	Iteration 22Q: 3 clusters Score -7642053 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -7642055.500000 Penalty: 5490.762207
	Iteration 23Q: 3 clusters Score -7642056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -7642107.500000 Penalty: 5490.762207
	Iteration 24Q: 3 clusters Score -7642108 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -7642125.500000 Penalty: 5490.762207
	Iteration 25Q: 3 clusters Score -7642126 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -7642171.500000 Penalty: 5490.762207
	Iteration 26Q: 3 clusters Score -7642172 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -7642222.000000 Penalty: 5490.762207
	Iteration 27Q: 3 clusters Score -7642222 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -7642238.000000 Penalty: 5490.762207
	Iteration 28Q: 3 clusters Score -7642238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -7642263.000000 Penalty: 5490.762207
	Iteration 29Q: 3 clusters Score -7642263 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -7642277.500000 Penalty: 5490.762207
	Iteration 30Q: 3 clusters Score -7642278 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -7642286.000000 Penalty: 5490.762207
	Iteration 31Q: 3 clusters Score -7642286 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -7642330.500000 Penalty: 5490.762207
	Iteration 32Q: 3 clusters Score -7642330 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -7642380.500000 Penalty: 5490.762207
	Iteration 33Q: 3 clusters Score -7642380 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -7642434.500000 Penalty: 5490.762207
	Iteration 34Q: 3 clusters Score -7642434 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -7642497.500000 Penalty: 5490.762207
	Iteration 35Q: 3 clusters Score -7642498 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -7642507.500000 Penalty: 5490.762207
	Iteration 36Q: 3 clusters Score -7642508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -7642578.500000 Penalty: 5490.762207
	Iteration 37Q: 3 clusters Score -7642578 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -7642631.000000 Penalty: 5490.762207
	Iteration 38Q: 3 clusters Score -7642631 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -7642677.500000 Penalty: 5490.762207
	Iteration 39Q: 3 clusters Score -7642678 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -7642726.500000 Penalty: 5490.762207
	Iteration 40F: 3 clusters Score -7642726 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -7642782.500000 Penalty: 5490.762207
	Iteration 41Q: 3 clusters Score -7642782 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -7642831.500000 Penalty: 5490.762207
	Iteration 42Q: 3 clusters Score -7642832 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8802 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8666 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8406 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8256 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7377 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7180 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7088 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6904 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6812 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6724 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6639 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6555 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6471 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6387 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7643976 nChanged 72
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6192 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6133 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6069 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5935 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5861 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7644090 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5558 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7644094 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7644144 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7644140 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5141 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7644158 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7644180 nChanged 65
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Mstep: Class 1 contains 4953 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7644206 nChanged 52
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7644196 nChanged 43
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Mstep: Class 1 contains 4811 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7644206 nChanged 38
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Mstep: Class 1 contains 4773 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7644218 nChanged 47
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7644228 nChanged 41
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Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7644217 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4649 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4621 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7644218 nChanged 36
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7644225 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7644210 nChanged 34
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Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7644228 nChanged 24
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Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7644233 nChanged 23
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Mstep: Class 1 contains 4440 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7644234 nChanged 28
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Entering Unmasked Estep 
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Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7644246 nChanged 29
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Mstep: Class 1 contains 4353 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7644246 nChanged 23
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Entering Unmasked Estep 
Score: -7644263.000000 Penalty: 5490.762207
	Iteration 134Q: 3 clusters Score -7644263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7644262.000000 Penalty: 5490.762207
	Iteration 135Q: 3 clusters Score -7644262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -7644262.000000 Penalty: 5490.762207
	Iteration 136Q: 3 clusters Score -7644262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -7644278.000000 Penalty: 5490.762207
	Iteration 137Q: 3 clusters Score -7644278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7644280.000000 Penalty: 5490.762207
	Iteration 138Q: 3 clusters Score -7644280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -7644287.000000 Penalty: 5490.762207
	Iteration 139Q: 3 clusters Score -7644287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -7644283.000000 Penalty: 5490.762207
	Iteration 140F: 3 clusters Score -7644283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -7644290.500000 Penalty: 5490.762207
	Iteration 141Q: 3 clusters Score -7644290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -7644282.500000 Penalty: 5490.762207
	Iteration 142Q: 3 clusters Score -7644282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -7644288.500000 Penalty: 5490.762207
	Iteration 143Q: 3 clusters Score -7644288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -7644298.500000 Penalty: 5490.762207
	Iteration 144Q: 3 clusters Score -7644298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -7644306.000000 Penalty: 5490.762207
	Iteration 145Q: 3 clusters Score -7644306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -7644294.000000 Penalty: 5490.762207
	Iteration 146Q: 3 clusters Score -7644294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -7644290.000000 Penalty: 5490.762207
	Iteration 147Q: 3 clusters Score -7644290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -7644303.500000 Penalty: 5490.762207
	Iteration 148Q: 3 clusters Score -7644304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -7644305.500000 Penalty: 5490.762207
	Iteration 149Q: 3 clusters Score -7644306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -7644302.000000 Penalty: 5490.762207
	Iteration 150Q: 3 clusters Score -7644302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -7644301.000000 Penalty: 5490.762207
	Iteration 151Q: 3 clusters Score -7644301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -7644301.500000 Penalty: 5490.762207
	Iteration 152Q: 3 clusters Score -7644302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -7644302.500000 Penalty: 5490.762207
	Iteration 153Q: 3 clusters Score -7644302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -7644306.500000 Penalty: 5490.762207
	Iteration 154Q: 3 clusters Score -7644306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -7644306.000000 Penalty: 5490.762207
	Iteration 155Q: 3 clusters Score -7644306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -7644303.500000 Penalty: 5490.762207
	Iteration 156Q: 3 clusters Score -7644304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -7644306.000000 Penalty: 5490.762207
	Iteration 157Q: 3 clusters Score -7644306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -7644313.000000 Penalty: 5490.762207
	Iteration 158Q: 3 clusters Score -7644313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -7644322.500000 Penalty: 5490.762207
	Iteration 159Q: 3 clusters Score -7644322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -7644319.500000 Penalty: 5490.762207
	Iteration 160F: 3 clusters Score -7644320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -7644316.000000 Penalty: 5490.762207
	Iteration 161Q: 3 clusters Score -7644316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7644313.500000 Penalty: 5490.762207
	Iteration 162Q: 3 clusters Score -7644314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7644318.000000 Penalty: 5490.762207
	Iteration 163Q: 3 clusters Score -7644318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -7644324.000000 Penalty: 5490.762207
	Iteration 164Q: 3 clusters Score -7644324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -7644325.500000 Penalty: 5490.762207
	Iteration 165Q: 3 clusters Score -7644326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -7644329.500000 Penalty: 5490.762207
	Iteration 166Q: 3 clusters Score -7644330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -7644325.000000 Penalty: 5490.762207
	Iteration 167Q: 3 clusters Score -7644325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -7644326.000000 Penalty: 5490.762207
	Iteration 168Q: 3 clusters Score -7644326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -7644329.000000 Penalty: 5490.762207
	Iteration 169Q: 3 clusters Score -7644329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -7644337.500000 Penalty: 5490.762207
	Iteration 170Q: 3 clusters Score -7644338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -7644331.500000 Penalty: 5490.762207
	Iteration 171Q: 3 clusters Score -7644332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -7644334.000000 Penalty: 5490.762207
	Iteration 172Q: 3 clusters Score -7644334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -7644343.000000 Penalty: 5490.762207
	Iteration 173Q: 3 clusters Score -7644343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -7644340.000000 Penalty: 5490.762207
	Iteration 174Q: 3 clusters Score -7644340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -7644345.000000 Penalty: 5490.762207
	Iteration 175Q: 3 clusters Score -7644345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -7644345.000000 Penalty: 5490.762207
	Iteration 176Q: 3 clusters Score -7644345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -7644347.000000 Penalty: 5490.762207
	Iteration 177Q: 3 clusters Score -7644347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -7644353.500000 Penalty: 5490.762207
	Iteration 178Q: 3 clusters Score -7644354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -7644350.500000 Penalty: 5490.762207
	Iteration 179Q: 3 clusters Score -7644350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7644348.500000 Penalty: 5490.762207
	Iteration 180F: 3 clusters Score -7644348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7644348.000000 Penalty: 5490.762207
	Iteration 181Q: 3 clusters Score -7644348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -7644348.000000 Penalty: 5490.762207
	Iteration 182Q: 3 clusters Score -7644348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7644349.000000 Penalty: 5490.762207
	Iteration 183Q: 3 clusters Score -7644349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7644343.500000 Penalty: 5490.762207
	Iteration 184Q: 3 clusters Score -7644344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -7644336.000000 Penalty: 5490.762207
	Iteration 185Q: 3 clusters Score -7644336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7644342.000000 Penalty: 5490.762207
	Iteration 186Q: 3 clusters Score -7644342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -7644334.500000 Penalty: 5490.762207
	Iteration 187Q: 3 clusters Score -7644334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -7644332.500000 Penalty: 5490.762207
	Iteration 188Q: 3 clusters Score -7644332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -7644337.000000 Penalty: 5490.762207
	Iteration 189Q: 3 clusters Score -7644337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -7644331.000000 Penalty: 5490.762207
	Iteration 190Q: 3 clusters Score -7644331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -7644333.000000 Penalty: 5490.762207
	Iteration 191Q: 3 clusters Score -7644333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -7644332.000000 Penalty: 5490.762207
	Iteration 192Q: 3 clusters Score -7644332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -7644337.500000 Penalty: 5490.762207
	Iteration 193Q: 3 clusters Score -7644338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -7644337.500000 Penalty: 5490.762207
	Iteration 194F: 3 clusters Score -7644338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93702 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 6 contains 82656 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 9 contains 47407 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226114 members 
Mstep: Class 13 contains 169043 members 
Mstep: Class 14 contains 189733 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056648.000000 Penalty: 54895.289062
Iteration 399Q: 17 clusters Score -1.180566e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 47533 members 
Mstep: Class 4 contains 58675 members 
Mstep: Class 6 contains 82605 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 9 contains 47410 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226130 members 
Mstep: Class 13 contains 169045 members 
Mstep: Class 14 contains 189719 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056584.000000 Penalty: 54895.289062
Iteration 400F: 17 clusters Score -1.180566e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93740 members 
Mstep: Class 3 contains 47532 members 
Mstep: Class 4 contains 58675 members 
Mstep: Class 6 contains 82553 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 9 contains 47418 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226146 members 
Mstep: Class 13 contains 169044 members 
Mstep: Class 14 contains 189711 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4367 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056592.000000 Penalty: 54895.289062
Iteration 401Q: 17 clusters Score -1.180566e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93752 members 
Mstep: Class 3 contains 47532 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 6 contains 82498 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 9 contains 47426 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226166 members 
Mstep: Class 13 contains 169050 members 
Mstep: Class 14 contains 189704 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056480.000000 Penalty: 54895.289062
Iteration 402Q: 17 clusters Score -1.180565e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93770 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 58676 members 
Mstep: Class 6 contains 82433 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47433 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226181 members 
Mstep: Class 13 contains 169056 members 
Mstep: Class 14 contains 189702 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056544.000000 Penalty: 54895.289062
Iteration 403Q: 17 clusters Score -1.180565e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93786 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 58674 members 
Mstep: Class 6 contains 82384 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47440 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226203 members 
Mstep: Class 13 contains 169056 members 
Mstep: Class 14 contains 189697 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056544.000000 Penalty: 54895.289062
Iteration 404Q: 17 clusters Score -1.180565e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93804 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 58674 members 
Mstep: Class 6 contains 82326 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47448 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226227 members 
Mstep: Class 13 contains 169064 members 
Mstep: Class 14 contains 189681 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056520.000000 Penalty: 54895.289062
Iteration 405Q: 17 clusters Score -1.180565e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93818 members 
Mstep: Class 3 contains 47527 members 
Mstep: Class 4 contains 58674 members 
Mstep: Class 6 contains 82277 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47447 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226257 members 
Mstep: Class 13 contains 169066 members 
Mstep: Class 14 contains 189675 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056464.000000 Penalty: 54895.289062
Iteration 406Q: 17 clusters Score -1.180565e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93832 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 58671 members 
Mstep: Class 6 contains 82227 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47457 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226277 members 
Mstep: Class 13 contains 169073 members 
Mstep: Class 14 contains 189668 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056568.000000 Penalty: 54895.289062
Iteration 407Q: 17 clusters Score -1.180566e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93846 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 58670 members 
Mstep: Class 6 contains 82180 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47465 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226289 members 
Mstep: Class 13 contains 169077 members 
Mstep: Class 14 contains 189662 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056656.000000 Penalty: 54895.289062
Iteration 408Q: 17 clusters Score -1.180567e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93858 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 58670 members 
Mstep: Class 6 contains 82129 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47479 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226295 members 
Mstep: Class 13 contains 169088 members 
Mstep: Class 14 contains 189657 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056520.000000 Penalty: 54895.289062
Iteration 409Q: 17 clusters Score -1.180565e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93865 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 58667 members 
Mstep: Class 6 contains 82088 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226294 members 
Mstep: Class 13 contains 169104 members 
Mstep: Class 14 contains 189660 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056520.000000 Penalty: 54895.289062
Iteration 410Q: 17 clusters Score -1.180565e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93881 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 58666 members 
Mstep: Class 6 contains 82041 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47510 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226299 members 
Mstep: Class 13 contains 169111 members 
Mstep: Class 14 contains 189654 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056504.000000 Penalty: 54895.289062
Iteration 411Q: 17 clusters Score -1.180565e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93900 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 58665 members 
Mstep: Class 6 contains 81993 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47530 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226305 members 
Mstep: Class 13 contains 169107 members 
Mstep: Class 14 contains 189650 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056528.000000 Penalty: 54895.289062
Iteration 412Q: 17 clusters Score -1.180565e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93922 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 58665 members 
Mstep: Class 6 contains 81945 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47543 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226311 members 
Mstep: Class 13 contains 169109 members 
Mstep: Class 14 contains 189645 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056528.000000 Penalty: 54895.289062
Iteration 413Q: 17 clusters Score -1.180565e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93946 members 
Mstep: Class 3 contains 47533 members 
Mstep: Class 4 contains 58666 members 
Mstep: Class 6 contains 81903 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47555 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226324 members 
Mstep: Class 13 contains 169113 members 
Mstep: Class 14 contains 189630 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056504.000000 Penalty: 54895.289062
Iteration 414Q: 17 clusters Score -1.180565e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93965 members 
Mstep: Class 3 contains 47533 members 
Mstep: Class 4 contains 58665 members 
Mstep: Class 6 contains 81860 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47566 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226326 members 
Mstep: Class 13 contains 169123 members 
Mstep: Class 14 contains 189620 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056480.000000 Penalty: 54895.289062
Iteration 415Q: 17 clusters Score -1.180565e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93983 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81818 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47578 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226328 members 
Mstep: Class 13 contains 169128 members 
Mstep: Class 14 contains 189616 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056416.000000 Penalty: 54895.289062
Iteration 416Q: 17 clusters Score -1.180564e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93999 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81789 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47584 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226320 members 
Mstep: Class 13 contains 169124 members 
Mstep: Class 14 contains 189605 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056384.000000 Penalty: 54895.289062
Iteration 417Q: 17 clusters Score -1.180564e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94009 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81769 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47590 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226306 members 
Mstep: Class 13 contains 169129 members 
Mstep: Class 14 contains 189602 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056448.000000 Penalty: 54895.289062
Iteration 418Q: 17 clusters Score -1.180564e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94023 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81740 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47594 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226297 members 
Mstep: Class 13 contains 169138 members 
Mstep: Class 14 contains 189602 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056552.000000 Penalty: 54895.289062
Iteration 419Q: 17 clusters Score -1.180566e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94032 members 
Mstep: Class 3 contains 47540 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81712 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47599 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226289 members 
Mstep: Class 13 contains 169144 members 
Mstep: Class 14 contains 189602 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056552.000000 Penalty: 54895.289062
Iteration 420F: 17 clusters Score -1.180566e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94047 members 
Mstep: Class 3 contains 47542 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81685 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47605 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226286 members 
Mstep: Class 13 contains 169140 members 
Mstep: Class 14 contains 189606 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056496.000000 Penalty: 54895.289062
Iteration 421Q: 17 clusters Score -1.180565e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94060 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81654 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47611 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226292 members 
Mstep: Class 13 contains 169132 members 
Mstep: Class 14 contains 189612 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056480.000000 Penalty: 54895.289062
Iteration 422Q: 17 clusters Score -1.180565e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94076 members 
Mstep: Class 3 contains 47541 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81618 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47619 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226289 members 
Mstep: Class 13 contains 169138 members 
Mstep: Class 14 contains 189613 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056488.000000 Penalty: 54895.289062
Iteration 423Q: 17 clusters Score -1.180565e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94087 members 
Mstep: Class 3 contains 47538 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81591 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47628 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226296 members 
Mstep: Class 13 contains 169129 members 
Mstep: Class 14 contains 189616 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4226 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056528.000000 Penalty: 54895.289062
Iteration 424Q: 17 clusters Score -1.180565e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94100 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81574 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47629 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226304 members 
Mstep: Class 13 contains 169116 members 
Mstep: Class 14 contains 189613 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056512.000000 Penalty: 54895.289062
Iteration 425Q: 17 clusters Score -1.180565e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94117 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81557 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47629 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226315 members 
Mstep: Class 13 contains 169094 members 
Mstep: Class 14 contains 189612 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056512.000000 Penalty: 54895.289062
Iteration 426Q: 17 clusters Score -1.180565e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94135 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81541 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47629 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 226333 members 
Mstep: Class 13 contains 169072 members 
Mstep: Class 14 contains 189602 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4203 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056624.000000 Penalty: 54895.289062
Iteration 427Q: 17 clusters Score -1.180566e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94145 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81522 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47629 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226335 members 
Mstep: Class 13 contains 169059 members 
Mstep: Class 14 contains 189603 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056536.000000 Penalty: 54895.289062
Iteration 428Q: 17 clusters Score -1.180565e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94149 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81504 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47629 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226341 members 
Mstep: Class 13 contains 169048 members 
Mstep: Class 14 contains 189603 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056496.000000 Penalty: 54895.289062
Iteration 429Q: 17 clusters Score -1.180565e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94154 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81484 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47628 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226351 members 
Mstep: Class 13 contains 169042 members 
Mstep: Class 14 contains 189604 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4167 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056472.000000 Penalty: 54895.289062
Iteration 430Q: 17 clusters Score -1.180565e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94157 members 
Mstep: Class 3 contains 47533 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81467 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47626 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226356 members 
Mstep: Class 13 contains 169040 members 
Mstep: Class 14 contains 189607 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056448.000000 Penalty: 54895.289062
Iteration 431Q: 17 clusters Score -1.180564e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94162 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81452 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47626 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226369 members 
Mstep: Class 13 contains 169032 members 
Mstep: Class 14 contains 189601 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056536.000000 Penalty: 54895.289062
Iteration 432Q: 17 clusters Score -1.180565e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94166 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81443 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47633 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226380 members 
Mstep: Class 13 contains 169016 members 
Mstep: Class 14 contains 189598 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056560.000000 Penalty: 54895.289062
Iteration 433Q: 17 clusters Score -1.180566e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94172 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81432 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47636 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226386 members 
Mstep: Class 13 contains 169004 members 
Mstep: Class 14 contains 189595 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056608.000000 Penalty: 54895.289062
Iteration 434Q: 17 clusters Score -1.180566e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94182 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81425 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47637 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226399 members 
Mstep: Class 13 contains 168981 members 
Mstep: Class 14 contains 189595 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 64988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056640.000000 Penalty: 54895.289062
Iteration 435Q: 17 clusters Score -1.180566e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94191 members 
Mstep: Class 3 contains 47522 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81416 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226411 members 
Mstep: Class 13 contains 168963 members 
Mstep: Class 14 contains 189595 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4070 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 436Q: 17 clusters Score -1.180567e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94195 members 
Mstep: Class 3 contains 47522 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81410 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226416 members 
Mstep: Class 13 contains 168951 members 
Mstep: Class 14 contains 189599 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056624.000000 Penalty: 54895.289062
Iteration 437Q: 17 clusters Score -1.180566e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94200 members 
Mstep: Class 3 contains 47522 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81409 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47642 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226417 members 
Mstep: Class 13 contains 168947 members 
Mstep: Class 14 contains 189597 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056632.000000 Penalty: 54895.289062
Iteration 438Q: 17 clusters Score -1.180566e+08 nChanged 62
Entering ConstructFrom: 
Score: -118056632.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -287699.906250 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -287699.9 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 1316 members 
Entering Unmasked Estep 
Score: -284675.937500 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -284675.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -285212.093750 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -285212.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -285354.875000 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -285354.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285426.125000 Penalty: 3898.460449
	Iteration 3Q: 3 clusters Score -285426.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -285480.312500 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -285480.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -285519.187500 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -285519.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -285558.750000 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -285558.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -285596.687500 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -285596.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -285626.687500 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -285626.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -285653.875000 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -285653.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -285675.093750 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -285675.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -285693.718750 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -285693.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285712.656250 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -285712.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -285725.593750 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -285725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -285735.937500 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -285735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -285744.218750 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -285744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -285753.031250 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -285753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -285761.687500 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -285761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -285774.500000 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -285774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -285782.437500 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -285782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -285792.625000 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -285792.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -285805.531250 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -285805.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -285821.500000 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -285821.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -285856.250000 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -285856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -285895.968750 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -285896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -285969.781250 Penalty: 3898.460449
	Iteration 25Q: 3 clusters Score -285969.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -286084.187500 Penalty: 3898.460449
	Iteration 26Q: 3 clusters Score -286084.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -286241.187500 Penalty: 3898.460449
	Iteration 27Q: 3 clusters Score -286241.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -286291.031250 Penalty: 3898.460449
	Iteration 28Q: 3 clusters Score -286291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -286324.750000 Penalty: 3898.460449
	Iteration 29Q: 3 clusters Score -286324.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -286342.562500 Penalty: 3898.460449
	Iteration 30Q: 3 clusters Score -286342.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -286361.906250 Penalty: 3898.460449
	Iteration 31Q: 3 clusters Score -286361.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286377.656250 Penalty: 3898.460449
	Iteration 32Q: 3 clusters Score -286377.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -286396.937500 Penalty: 3898.460449
	Iteration 33Q: 3 clusters Score -286396.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -286415.406250 Penalty: 3898.460449
	Iteration 34Q: 3 clusters Score -286415.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -286432.468750 Penalty: 3898.460449
	Iteration 35Q: 3 clusters Score -286432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -286450.468750 Penalty: 3898.460449
	Iteration 36Q: 3 clusters Score -286450.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -286472.187500 Penalty: 3898.460449
	Iteration 37Q: 3 clusters Score -286472.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286489.250000 Penalty: 3898.460449
	Iteration 38Q: 3 clusters Score -286489.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286510.156250 Penalty: 3898.460449
	Iteration 39Q: 3 clusters Score -286510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286529.968750 Penalty: 3898.460449
	Iteration 40F: 3 clusters Score -286530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286550.531250 Penalty: 3898.460449
	Iteration 41Q: 3 clusters Score -286550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -286566.937500 Penalty: 3898.460449
	Iteration 42Q: 3 clusters Score -286566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -286586.218750 Penalty: 3898.460449
	Iteration 43Q: 3 clusters Score -286586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -286602.000000 Penalty: 3898.460449
	Iteration 44Q: 3 clusters Score -286602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -286609.375000 Penalty: 3898.460449
	Iteration 45Q: 3 clusters Score -286609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286612.406250 Penalty: 3898.460449
	Iteration 46Q: 3 clusters Score -286612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -286616.250000 Penalty: 3898.460449
	Iteration 47Q: 3 clusters Score -286616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286619.375000 Penalty: 3898.460449
	Iteration 48Q: 3 clusters Score -286619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286622.343750 Penalty: 3898.460449
	Iteration 49Q: 3 clusters Score -286622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286626.406250 Penalty: 3898.460449
	Iteration 50Q: 3 clusters Score -286626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286628.000000 Penalty: 3898.460449
	Iteration 51Q: 3 clusters Score -286628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -286628.000000 Penalty: 3898.460449
	Iteration 52F: 3 clusters Score -286628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Entering Unmasked Estep 
Score: -11172783.000000 Penalty: 2840.397949
	Iteration 0F: 2 clusters Score -1.117278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -11110052.000000 Penalty: 5680.795898
	Iteration 0F: 3 clusters Score -1.111005e+07 nChanged 44341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -11135279.000000 Penalty: 5680.795898
	Iteration 1F: 3 clusters Score -1.113528e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -11135858.000000 Penalty: 5680.795898
	Iteration 2Q: 3 clusters Score -1.113586e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -11136677.000000 Penalty: 5680.795898
	Iteration 3Q: 3 clusters Score -1.113668e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -11137603.000000 Penalty: 5680.795898
	Iteration 4Q: 3 clusters Score -1.11376e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -11138932.000000 Penalty: 5680.795898
	Iteration 5Q: 3 clusters Score -1.113893e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -11140935.000000 Penalty: 5680.795898
	Iteration 6Q: 3 clusters Score -1.114094e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -11143933.000000 Penalty: 5680.795898
	Iteration 7F: 3 clusters Score -1.114393e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -11148686.000000 Penalty: 5680.795898
	Iteration 8F: 3 clusters Score -1.114869e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -11154015.000000 Penalty: 5680.795898
	Iteration 9F: 3 clusters Score -1.115402e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -11158892.000000 Penalty: 5680.795898
	Iteration 10F: 3 clusters Score -1.115889e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -11161497.000000 Penalty: 5680.795898
	Iteration 11Q: 3 clusters Score -1.11615e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -11162717.000000 Penalty: 5680.795898
	Iteration 12Q: 3 clusters Score -1.116272e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -11163436.000000 Penalty: 5680.795898
	Iteration 13Q: 3 clusters Score -1.116344e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -11163996.000000 Penalty: 5680.795898
	Iteration 14Q: 3 clusters Score -1.1164e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -11164426.000000 Penalty: 5680.795898
	Iteration 15Q: 3 clusters Score -1.116443e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -11164765.000000 Penalty: 5680.795898
	Iteration 16Q: 3 clusters Score -1.116476e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -11165035.000000 Penalty: 5680.795898
	Iteration 17Q: 3 clusters Score -1.116504e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -11165382.000000 Penalty: 5680.795898
	Iteration 18Q: 3 clusters Score -1.116538e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -11165743.000000 Penalty: 5680.795898
	Iteration 19Q: 3 clusters Score -1.116574e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -11166123.000000 Penalty: 5680.795898
	Iteration 20F: 3 clusters Score -1.116612e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -11166426.000000 Penalty: 5680.795898
	Iteration 21Q: 3 clusters Score -1.116643e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -11166774.000000 Penalty: 5680.795898
	Iteration 22Q: 3 clusters Score -1.116677e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -11167063.000000 Penalty: 5680.795898
	Iteration 23Q: 3 clusters Score -1.116706e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -11167369.000000 Penalty: 5680.795898
	Iteration 24Q: 3 clusters Score -1.116737e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -11167677.000000 Penalty: 5680.795898
	Iteration 25Q: 3 clusters Score -1.116768e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -11167891.000000 Penalty: 5680.795898
	Iteration 26Q: 3 clusters Score -1.116789e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -11168066.000000 Penalty: 5680.795898
	Iteration 27Q: 3 clusters Score -1.116807e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -11168316.000000 Penalty: 5680.795898
	Iteration 28Q: 3 clusters Score -1.116832e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -11168467.000000 Penalty: 5680.795898
	Iteration 29Q: 3 clusters Score -1.116847e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -11168736.000000 Penalty: 5680.795898
	Iteration 30Q: 3 clusters Score -1.116874e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -11168967.000000 Penalty: 5680.795898
	Iteration 31Q: 3 clusters Score -1.116897e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -11169155.000000 Penalty: 5680.795898
	Iteration 32Q: 3 clusters Score -1.116916e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85692 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -11169372.000000 Penalty: 5680.795898
	Iteration 33Q: 3 clusters Score -1.116937e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -11169481.000000 Penalty: 5680.795898
	Iteration 34Q: 3 clusters Score -1.116948e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -11169609.000000 Penalty: 5680.795898
	Iteration 35Q: 3 clusters Score -1.116961e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -11169709.000000 Penalty: 5680.795898
	Iteration 36Q: 3 clusters Score -1.116971e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -11169856.000000 Penalty: 5680.795898
	Iteration 37Q: 3 clusters Score -1.116986e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -11169927.000000 Penalty: 5680.795898
	Iteration 38Q: 3 clusters Score -1.116993e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -11170073.000000 Penalty: 5680.795898
	Iteration 39Q: 3 clusters Score -1.117007e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -11170123.000000 Penalty: 5680.795898
	Iteration 40F: 3 clusters Score -1.117012e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -11170213.000000 Penalty: 5680.795898
	Iteration 41Q: 3 clusters Score -1.117021e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -11170268.000000 Penalty: 5680.795898
	Iteration 42Q: 3 clusters Score -1.117027e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -11170362.000000 Penalty: 5680.795898
	Iteration 43Q: 3 clusters Score -1.117036e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -11170398.000000 Penalty: 5680.795898
	Iteration 44Q: 3 clusters Score -1.11704e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -11170415.000000 Penalty: 5680.795898
	Iteration 45Q: 3 clusters Score -1.117042e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -11170453.000000 Penalty: 5680.795898
	Iteration 46Q: 3 clusters Score -1.117045e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -11170501.000000 Penalty: 5680.795898
	Iteration 47Q: 3 clusters Score -1.11705e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -11170530.000000 Penalty: 5680.795898
	Iteration 48Q: 3 clusters Score -1.117053e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -11170549.000000 Penalty: 5680.795898
	Iteration 49Q: 3 clusters Score -1.117055e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -11170586.000000 Penalty: 5680.795898
	Iteration 50Q: 3 clusters Score -1.117059e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11170567.000000 Penalty: 5680.795898
	Iteration 51Q: 3 clusters Score -1.117057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90609 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -11170601.000000 Penalty: 5680.795898
	Iteration 52Q: 3 clusters Score -1.11706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -11170596.000000 Penalty: 5680.795898
	Iteration 53Q: 3 clusters Score -1.11706e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11170607.000000 Penalty: 5680.795898
	Iteration 54Q: 3 clusters Score -1.117061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -11170612.000000 Penalty: 5680.795898
	Iteration 55Q: 3 clusters Score -1.117061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -11170625.000000 Penalty: 5680.795898
	Iteration 56Q: 3 clusters Score -1.117062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -11170625.000000 Penalty: 5680.795898
	Iteration 57Q: 3 clusters Score -1.117062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -11170630.000000 Penalty: 5680.795898
	Iteration 58Q: 3 clusters Score -1.117063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -11170617.000000 Penalty: 5680.795898
	Iteration 59Q: 3 clusters Score -1.117062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11170619.000000 Penalty: 5680.795898
	Iteration 60F: 3 clusters Score -1.117062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -11170655.000000 Penalty: 5680.795898
	Iteration 61Q: 3 clusters Score -1.117066e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -11170647.000000 Penalty: 5680.795898
	Iteration 62Q: 3 clusters Score -1.117065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -11170649.000000 Penalty: 5680.795898
	Iteration 63Q: 3 clusters Score -1.117065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -11170678.000000 Penalty: 5680.795898
	Iteration 64Q: 3 clusters Score -1.117068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -11170689.000000 Penalty: 5680.795898
	Iteration 65Q: 3 clusters Score -1.117069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -11170705.000000 Penalty: 5680.795898
	Iteration 66Q: 3 clusters Score -1.11707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -11170720.000000 Penalty: 5680.795898
	Iteration 67Q: 3 clusters Score -1.117072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11170714.000000 Penalty: 5680.795898
	Iteration 68Q: 3 clusters Score -1.117071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -11170737.000000 Penalty: 5680.795898
	Iteration 69Q: 3 clusters Score -1.117074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11170730.000000 Penalty: 5680.795898
	Iteration 70Q: 3 clusters Score -1.117073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11170734.000000 Penalty: 5680.795898
	Iteration 71Q: 3 clusters Score -1.117073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -11170733.000000 Penalty: 5680.795898
	Iteration 72Q: 3 clusters Score -1.117073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -11170741.000000 Penalty: 5680.795898
	Iteration 73Q: 3 clusters Score -1.117074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11170737.000000 Penalty: 5680.795898
	Iteration 74Q: 3 clusters Score -1.117074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11170736.000000 Penalty: 5680.795898
	Iteration 75Q: 3 clusters Score -1.117074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -11170749.000000 Penalty: 5680.795898
	Iteration 76Q: 3 clusters Score -1.117075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11170749.000000 Penalty: 5680.795898
	Iteration 77Q: 3 clusters Score -1.117075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11170742.000000 Penalty: 5680.795898
	Iteration 78Q: 3 clusters Score -1.117074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11170751.000000 Penalty: 5680.795898
	Iteration 79Q: 3 clusters Score -1.117075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -11170768.000000 Penalty: 5680.795898
	Iteration 80F: 3 clusters Score -1.117077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -11170761.000000 Penalty: 5680.795898
	Iteration 81Q: 3 clusters Score -1.117076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11170771.000000 Penalty: 5680.795898
	Iteration 82Q: 3 clusters Score -1.117077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11170766.000000 Penalty: 5680.795898
	Iteration 83Q: 3 clusters Score -1.117077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11170764.000000 Penalty: 5680.795898
	Iteration 84Q: 3 clusters Score -1.117076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -11170757.000000 Penalty: 5680.795898
	Iteration 85Q: 3 clusters Score -1.117076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -11170761.000000 Penalty: 5680.795898
	Iteration 86Q: 3 clusters Score -1.117076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -11170758.000000 Penalty: 5680.795898
	Iteration 87Q: 3 clusters Score -1.117076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11170754.000000 Penalty: 5680.795898
	Iteration 88Q: 3 clusters Score -1.117075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11170758.000000 Penalty: 5680.795898
	Iteration 89Q: 3 clusters Score -1.117076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11170753.000000 Penalty: 5680.795898
	Iteration 90Q: 3 clusters Score -1.117075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -11170753.000000 Penalty: 5680.795898
	Iteration 91Q: 3 clusters Score -1.117075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11170756.000000 Penalty: 5680.795898
	Iteration 92Q: 3 clusters Score -1.117076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11170757.000000 Penalty: 5680.795898
	Iteration 93Q: 3 clusters Score -1.117076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11170759.000000 Penalty: 5680.795898
	Iteration 94Q: 3 clusters Score -1.117076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11170745.000000 Penalty: 5680.795898
	Iteration 95Q: 3 clusters Score -1.117074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11170743.000000 Penalty: 5680.795898
	Iteration 96Q: 3 clusters Score -1.117074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11170743.000000 Penalty: 5680.795898
	Iteration 97Q: 3 clusters Score -1.117074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -11170743.000000 Penalty: 5680.795898
	Iteration 98F: 3 clusters Score -1.117074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Entering Unmasked Estep 
Score: -5426284.500000 Penalty: 2670.704346
	Iteration 0F: 2 clusters Score -5426284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5394202.000000 Penalty: 5341.408691
	Iteration 0F: 3 clusters Score -5394202 nChanged 22021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5406368.500000 Penalty: 5341.408691
	Iteration 1F: 3 clusters Score -5406368 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5406892.000000 Penalty: 5341.408691
	Iteration 2Q: 3 clusters Score -5406892 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5407386.500000 Penalty: 5341.408691
	Iteration 3Q: 3 clusters Score -5407386 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5407927.000000 Penalty: 5341.408691
	Iteration 4Q: 3 clusters Score -5407927 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5408431.500000 Penalty: 5341.408691
	Iteration 5Q: 3 clusters Score -5408432 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5409025.500000 Penalty: 5341.408691
	Iteration 6Q: 3 clusters Score -5409026 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5409740.500000 Penalty: 5341.408691
	Iteration 7Q: 3 clusters Score -5409740 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5410547.000000 Penalty: 5341.408691
	Iteration 8Q: 3 clusters Score -5410547 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5411396.500000 Penalty: 5341.408691
	Iteration 9Q: 3 clusters Score -5411396 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5412383.000000 Penalty: 5341.408691
	Iteration 10Q: 3 clusters Score -5412383 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -5413397.000000 Penalty: 5341.408691
	Iteration 11Q: 3 clusters Score -5413397 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5414338.000000 Penalty: 5341.408691
	Iteration 12Q: 3 clusters Score -5414338 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5415077.000000 Penalty: 5341.408691
	Iteration 13Q: 3 clusters Score -5415077 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -5415593.500000 Penalty: 5341.408691
	Iteration 14Q: 3 clusters Score -5415594 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5415944.500000 Penalty: 5341.408691
	Iteration 15Q: 3 clusters Score -5415944 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5416160.500000 Penalty: 5341.408691
	Iteration 16Q: 3 clusters Score -5416160 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5416317.000000 Penalty: 5341.408691
	Iteration 17Q: 3 clusters Score -5416317 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5416465.500000 Penalty: 5341.408691
	Iteration 18Q: 3 clusters Score -5416466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5416535.000000 Penalty: 5341.408691
	Iteration 19Q: 3 clusters Score -5416535 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5416641.000000 Penalty: 5341.408691
	Iteration 20F: 3 clusters Score -5416641 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -5416730.500000 Penalty: 5341.408691
	Iteration 21Q: 3 clusters Score -5416730 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -5416829.000000 Penalty: 5341.408691
	Iteration 22Q: 3 clusters Score -5416829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5416962.500000 Penalty: 5341.408691
	Iteration 23Q: 3 clusters Score -5416962 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -5417132.000000 Penalty: 5341.408691
	Iteration 24Q: 3 clusters Score -5417132 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5417294.000000 Penalty: 5341.408691
	Iteration 25Q: 3 clusters Score -5417294 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5417454.500000 Penalty: 5341.408691
	Iteration 26Q: 3 clusters Score -5417454 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5417671.000000 Penalty: 5341.408691
	Iteration 27Q: 3 clusters Score -5417671 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5417838.000000 Penalty: 5341.408691
	Iteration 28Q: 3 clusters Score -5417838 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5418008.500000 Penalty: 5341.408691
	Iteration 29Q: 3 clusters Score -5418008 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5418240.000000 Penalty: 5341.408691
	Iteration 30Q: 3 clusters Score -5418240 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5418497.000000 Penalty: 5341.408691
	Iteration 31Q: 3 clusters Score -5418497 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5418753.500000 Penalty: 5341.408691
	Iteration 32Q: 3 clusters Score -5418754 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -5419066.000000 Penalty: 5341.408691
	Iteration 33Q: 3 clusters Score -5419066 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5419363.500000 Penalty: 5341.408691
	Iteration 34Q: 3 clusters Score -5419364 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5419726.500000 Penalty: 5341.408691
	Iteration 35Q: 3 clusters Score -5419726 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5420051.000000 Penalty: 5341.408691
	Iteration 36Q: 3 clusters Score -5420051 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -5420389.000000 Penalty: 5341.408691
	Iteration 37Q: 3 clusters Score -5420389 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5420763.000000 Penalty: 5341.408691
	Iteration 38Q: 3 clusters Score -5420763 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5421129.000000 Penalty: 5341.408691
	Iteration 39Q: 3 clusters Score -5421129 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5421477.000000 Penalty: 5341.408691
	Iteration 40F: 3 clusters Score -5421477 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5421851.500000 Penalty: 5341.408691
	Iteration 41Q: 3 clusters Score -5421852 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5422199.500000 Penalty: 5341.408691
	Iteration 42Q: 3 clusters Score -5422200 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -5422473.500000 Penalty: 5341.408691
	Iteration 43Q: 3 clusters Score -5422474 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5422718.000000 Penalty: 5341.408691
	Iteration 44Q: 3 clusters Score -5422718 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5422902.000000 Penalty: 5341.408691
	Iteration 45Q: 3 clusters Score -5422902 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5423064.000000 Penalty: 5341.408691
	Iteration 46Q: 3 clusters Score -5423064 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5423227.500000 Penalty: 5341.408691
	Iteration 47Q: 3 clusters Score -5423228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5423340.000000 Penalty: 5341.408691
	Iteration 48Q: 3 clusters Score -5423340 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5423435.000000 Penalty: 5341.408691
	Iteration 49Q: 3 clusters Score -5423435 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5423541.000000 Penalty: 5341.408691
	Iteration 50Q: 3 clusters Score -5423541 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5423615.000000 Penalty: 5341.408691
	Iteration 51Q: 3 clusters Score -5423615 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5423690.500000 Penalty: 5341.408691
	Iteration 52Q: 3 clusters Score -5423690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5423745.000000 Penalty: 5341.408691
	Iteration 53Q: 3 clusters Score -5423745 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5423788.000000 Penalty: 5341.408691
	Iteration 54Q: 3 clusters Score -5423788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5423823.000000 Penalty: 5341.408691
	Iteration 55Q: 3 clusters Score -5423823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5423856.500000 Penalty: 5341.408691
	Iteration 56Q: 3 clusters Score -5423856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5423904.000000 Penalty: 5341.408691
	Iteration 57Q: 3 clusters Score -5423904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5423908.000000 Penalty: 5341.408691
	Iteration 58Q: 3 clusters Score -5423908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5423918.500000 Penalty: 5341.408691
	Iteration 59Q: 3 clusters Score -5423918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5423931.000000 Penalty: 5341.408691
	Iteration 60F: 3 clusters Score -5423931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5423952.000000 Penalty: 5341.408691
	Iteration 61Q: 3 clusters Score -5423952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5423968.500000 Penalty: 5341.408691
	Iteration 62Q: 3 clusters Score -5423968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5423976.500000 Penalty: 5341.408691
	Iteration 63Q: 3 clusters Score -5423976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5423990.500000 Penalty: 5341.408691
	Iteration 64Q: 3 clusters Score -5423990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5423996.500000 Penalty: 5341.408691
	Iteration 65Q: 3 clusters Score -5423996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5424010.500000 Penalty: 5341.408691
	Iteration 66Q: 3 clusters Score -5424010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5424005.500000 Penalty: 5341.408691
	Iteration 67Q: 3 clusters Score -5424006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5424017.000000 Penalty: 5341.408691
	Iteration 68Q: 3 clusters Score -5424017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5424013.000000 Penalty: 5341.408691
	Iteration 69Q: 3 clusters Score -5424013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5424024.500000 Penalty: 5341.408691
	Iteration 70Q: 3 clusters Score -5424024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5424030.500000 Penalty: 5341.408691
	Iteration 71Q: 3 clusters Score -5424030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5424028.000000 Penalty: 5341.408691
	Iteration 72Q: 3 clusters Score -5424028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5424032.000000 Penalty: 5341.408691
	Iteration 73Q: 3 clusters Score -5424032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5424040.000000 Penalty: 5341.408691
	Iteration 74Q: 3 clusters Score -5424040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5424037.000000 Penalty: 5341.408691
	Iteration 75Q: 3 clusters Score -5424037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5424036.500000 Penalty: 5341.408691
	Iteration 76Q: 3 clusters Score -5424036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5424036.000000 Penalty: 5341.408691
	Iteration 77Q: 3 clusters Score -5424036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5424035.000000 Penalty: 5341.408691
	Iteration 78Q: 3 clusters Score -5424035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5424040.500000 Penalty: 5341.408691
	Iteration 79Q: 3 clusters Score -5424040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5424055.500000 Penalty: 5341.408691
	Iteration 80F: 3 clusters Score -5424056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5424053.000000 Penalty: 5341.408691
	Iteration 81Q: 3 clusters Score -5424053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5424058.500000 Penalty: 5341.408691
	Iteration 82Q: 3 clusters Score -5424058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5424054.000000 Penalty: 5341.408691
	Iteration 83Q: 3 clusters Score -5424054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5424051.000000 Penalty: 5341.408691
	Iteration 84Q: 3 clusters Score -5424051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5424049.500000 Penalty: 5341.408691
	Iteration 85Q: 3 clusters Score -5424050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5424048.500000 Penalty: 5341.408691
	Iteration 86Q: 3 clusters Score -5424048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5424048.000000 Penalty: 5341.408691
	Iteration 87Q: 3 clusters Score -5424048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5424055.000000 Penalty: 5341.408691
	Iteration 88Q: 3 clusters Score -5424055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5424056.000000 Penalty: 5341.408691
	Iteration 89Q: 3 clusters Score -5424056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5424056.500000 Penalty: 5341.408691
	Iteration 90Q: 3 clusters Score -5424056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5424063.500000 Penalty: 5341.408691
	Iteration 91Q: 3 clusters Score -5424064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5424058.500000 Penalty: 5341.408691
	Iteration 92Q: 3 clusters Score -5424058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5424058.500000 Penalty: 5341.408691
	Iteration 93Q: 3 clusters Score -5424058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5424065.500000 Penalty: 5341.408691
	Iteration 94Q: 3 clusters Score -5424066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5424064.000000 Penalty: 5341.408691
	Iteration 95Q: 3 clusters Score -5424064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5424069.500000 Penalty: 5341.408691
	Iteration 96Q: 3 clusters Score -5424070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5424069.500000 Penalty: 5341.408691
	Iteration 97Q: 3 clusters Score -5424070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5424082.000000 Penalty: 5341.408691
	Iteration 98Q: 3 clusters Score -5424082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5424085.000000 Penalty: 5341.408691
	Iteration 99Q: 3 clusters Score -5424085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5424083.000000 Penalty: 5341.408691
	Iteration 100F: 3 clusters Score -5424083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5424074.500000 Penalty: 5341.408691
	Iteration 101Q: 3 clusters Score -5424074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5424081.500000 Penalty: 5341.408691
	Iteration 102Q: 3 clusters Score -5424082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5424075.500000 Penalty: 5341.408691
	Iteration 103Q: 3 clusters Score -5424076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5424081.500000 Penalty: 5341.408691
	Iteration 104Q: 3 clusters Score -5424082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5424077.500000 Penalty: 5341.408691
	Iteration 105Q: 3 clusters Score -5424078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5424080.500000 Penalty: 5341.408691
	Iteration 106Q: 3 clusters Score -5424080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5424087.000000 Penalty: 5341.408691
	Iteration 107Q: 3 clusters Score -5424087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5424089.000000 Penalty: 5341.408691
	Iteration 108Q: 3 clusters Score -5424089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5424089.000000 Penalty: 5341.408691
	Iteration 109Q: 3 clusters Score -5424089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5424089.500000 Penalty: 5341.408691
	Iteration 110Q: 3 clusters Score -5424090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5424095.000000 Penalty: 5341.408691
	Iteration 111Q: 3 clusters Score -5424095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5424095.000000 Penalty: 5341.408691
	Iteration 112F: 3 clusters Score -5424095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58659 members 
Entering Unmasked Estep 
Score: -6939027.000000 Penalty: 2722.915039
	Iteration 0F: 2 clusters Score -6939027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6899569.500000 Penalty: 5445.830078
	Iteration 0F: 3 clusters Score -6899570 nChanged 27139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6914771.000000 Penalty: 5445.830078
	Iteration 1F: 3 clusters Score -6914771 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -6915257.500000 Penalty: 5445.830078
	Iteration 2Q: 3 clusters Score -6915258 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -6915758.500000 Penalty: 5445.830078
	Iteration 3Q: 3 clusters Score -6915758 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6916299.000000 Penalty: 5445.830078
	Iteration 4Q: 3 clusters Score -6916299 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6916902.000000 Penalty: 5445.830078
	Iteration 5Q: 3 clusters Score -6916902 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -6917685.500000 Penalty: 5445.830078
	Iteration 6Q: 3 clusters Score -6917686 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6918748.500000 Penalty: 5445.830078
	Iteration 7Q: 3 clusters Score -6918748 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -6920216.500000 Penalty: 5445.830078
	Iteration 8Q: 3 clusters Score -6920216 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6922263.500000 Penalty: 5445.830078
	Iteration 9F: 3 clusters Score -6922264 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6924895.500000 Penalty: 5445.830078
	Iteration 10F: 3 clusters Score -6924896 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -6928135.500000 Penalty: 5445.830078
	Iteration 11F: 3 clusters Score -6928136 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -6931292.500000 Penalty: 5445.830078
	Iteration 12F: 3 clusters Score -6931292 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6933860.500000 Penalty: 5445.830078
	Iteration 13Q: 3 clusters Score -6933860 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -6935496.500000 Penalty: 5445.830078
	Iteration 14Q: 3 clusters Score -6935496 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -6936354.000000 Penalty: 5445.830078
	Iteration 15Q: 3 clusters Score -6936354 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -6936668.000000 Penalty: 5445.830078
	Iteration 16Q: 3 clusters Score -6936668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -6936801.500000 Penalty: 5445.830078
	Iteration 17Q: 3 clusters Score -6936802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -6936881.500000 Penalty: 5445.830078
	Iteration 18Q: 3 clusters Score -6936882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -6936925.500000 Penalty: 5445.830078
	Iteration 19Q: 3 clusters Score -6936926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6936954.500000 Penalty: 5445.830078
	Iteration 20F: 3 clusters Score -6936954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -6936973.000000 Penalty: 5445.830078
	Iteration 21Q: 3 clusters Score -6936973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -6936986.000000 Penalty: 5445.830078
	Iteration 22Q: 3 clusters Score -6936986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -6936988.500000 Penalty: 5445.830078
	Iteration 23Q: 3 clusters Score -6936988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -6936997.000000 Penalty: 5445.830078
	Iteration 24Q: 3 clusters Score -6936997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -6937009.000000 Penalty: 5445.830078
	Iteration 25Q: 3 clusters Score -6937009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -6937010.500000 Penalty: 5445.830078
	Iteration 26Q: 3 clusters Score -6937010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -6937006.000000 Penalty: 5445.830078
	Iteration 27Q: 3 clusters Score -6937006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -6937006.000000 Penalty: 5445.830078
	Iteration 28F: 3 clusters Score -6937006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Entering Unmasked Estep 
Score: -9680359.000000 Penalty: 2804.177490
	Iteration 0F: 2 clusters Score -9680359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -9625503.000000 Penalty: 5608.354980
	Iteration 0F: 3 clusters Score -9625503 nChanged 38421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -9647348.000000 Penalty: 5608.354980
	Iteration 1F: 3 clusters Score -9647348 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9647920.000000 Penalty: 5608.354980
	Iteration 2Q: 3 clusters Score -9647920 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -9648468.000000 Penalty: 5608.354980
	Iteration 3Q: 3 clusters Score -9648468 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -9649010.000000 Penalty: 5608.354980
	Iteration 4Q: 3 clusters Score -9649010 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9649772.000000 Penalty: 5608.354980
	Iteration 5Q: 3 clusters Score -9649772 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -9650818.000000 Penalty: 5608.354980
	Iteration 6Q: 3 clusters Score -9650818 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -9652330.000000 Penalty: 5608.354980
	Iteration 7Q: 3 clusters Score -9652330 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -9654555.000000 Penalty: 5608.354980
	Iteration 8Q: 3 clusters Score -9654555 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -9657712.000000 Penalty: 5608.354980
	Iteration 9F: 3 clusters Score -9657712 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -9661801.000000 Penalty: 5608.354980
	Iteration 10F: 3 clusters Score -9661801 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -9665069.000000 Penalty: 5608.354980
	Iteration 11F: 3 clusters Score -9665069 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -9666927.000000 Penalty: 5608.354980
	Iteration 12Q: 3 clusters Score -9666927 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9667626.000000 Penalty: 5608.354980
	Iteration 13Q: 3 clusters Score -9667626 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -9668056.000000 Penalty: 5608.354980
	Iteration 14Q: 3 clusters Score -9668056 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -9668424.000000 Penalty: 5608.354980
	Iteration 15Q: 3 clusters Score -9668424 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -9668826.000000 Penalty: 5608.354980
	Iteration 16Q: 3 clusters Score -9668826 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -9669237.000000 Penalty: 5608.354980
	Iteration 17Q: 3 clusters Score -9669237 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -9669588.000000 Penalty: 5608.354980
	Iteration 18Q: 3 clusters Score -9669588 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -9669889.000000 Penalty: 5608.354980
	Iteration 19Q: 3 clusters Score -9669889 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9670244.000000 Penalty: 5608.354980
	Iteration 20F: 3 clusters Score -9670244 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -9670506.000000 Penalty: 5608.354980
	Iteration 21Q: 3 clusters Score -9670506 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -9670700.000000 Penalty: 5608.354980
	Iteration 22Q: 3 clusters Score -9670700 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -9670839.000000 Penalty: 5608.354980
	Iteration 23Q: 3 clusters Score -9670839 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -9670973.000000 Penalty: 5608.354980
	Iteration 24Q: 3 clusters Score -9670973 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9671094.000000 Penalty: 5608.354980
	Iteration 25Q: 3 clusters Score -9671094 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -9671175.000000 Penalty: 5608.354980
	Iteration 26Q: 3 clusters Score -9671175 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -9671276.000000 Penalty: 5608.354980
	Iteration 27Q: 3 clusters Score -9671276 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -9671335.000000 Penalty: 5608.354980
	Iteration 28Q: 3 clusters Score -9671335 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -9671391.000000 Penalty: 5608.354980
	Iteration 29Q: 3 clusters Score -9671391 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -9671444.000000 Penalty: 5608.354980
	Iteration 30Q: 3 clusters Score -9671444 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -9671500.000000 Penalty: 5608.354980
	Iteration 31Q: 3 clusters Score -9671500 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -9671589.000000 Penalty: 5608.354980
	Iteration 32Q: 3 clusters Score -9671589 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -9671603.000000 Penalty: 5608.354980
	Iteration 33Q: 3 clusters Score -9671603 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -9671669.000000 Penalty: 5608.354980
	Iteration 34Q: 3 clusters Score -9671669 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -9671739.000000 Penalty: 5608.354980
	Iteration 35Q: 3 clusters Score -9671739 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -9671777.000000 Penalty: 5608.354980
	Iteration 36Q: 3 clusters Score -9671777 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9671820.000000 Penalty: 5608.354980
	Iteration 37Q: 3 clusters Score -9671820 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -9671929.000000 Penalty: 5608.354980
	Iteration 38Q: 3 clusters Score -9671929 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -9671973.000000 Penalty: 5608.354980
	Iteration 39Q: 3 clusters Score -9671973 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -9672049.000000 Penalty: 5608.354980
	Iteration 40F: 3 clusters Score -9672049 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -9672099.000000 Penalty: 5608.354980
	Iteration 41Q: 3 clusters Score -9672099 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -9672189.000000 Penalty: 5608.354980
	Iteration 42Q: 3 clusters Score -9672189 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -9672254.000000 Penalty: 5608.354980
	Iteration 43Q: 3 clusters Score -9672254 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -9672292.000000 Penalty: 5608.354980
	Iteration 44Q: 3 clusters Score -9672292 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -9672318.000000 Penalty: 5608.354980
	Iteration 45Q: 3 clusters Score -9672318 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -9672421.000000 Penalty: 5608.354980
	Iteration 46Q: 3 clusters Score -9672421 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -9672488.000000 Penalty: 5608.354980
	Iteration 47Q: 3 clusters Score -9672488 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9672554.000000 Penalty: 5608.354980
	Iteration 48Q: 3 clusters Score -9672554 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -9672635.000000 Penalty: 5608.354980
	Iteration 49Q: 3 clusters Score -9672635 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9672719.000000 Penalty: 5608.354980
	Iteration 50Q: 3 clusters Score -9672719 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -9672780.000000 Penalty: 5608.354980
	Iteration 51Q: 3 clusters Score -9672780 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -9672859.000000 Penalty: 5608.354980
	Iteration 52Q: 3 clusters Score -9672859 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9672972.000000 Penalty: 5608.354980
	Iteration 53Q: 3 clusters Score -9672972 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -9673117.000000 Penalty: 5608.354980
	Iteration 54Q: 3 clusters Score -9673117 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -9673231.000000 Penalty: 5608.354980
	Iteration 55Q: 3 clusters Score -9673231 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -9673308.000000 Penalty: 5608.354980
	Iteration 56Q: 3 clusters Score -9673308 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -9673490.000000 Penalty: 5608.354980
	Iteration 57Q: 3 clusters Score -9673490 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -9673644.000000 Penalty: 5608.354980
	Iteration 58Q: 3 clusters Score -9673644 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -9673823.000000 Penalty: 5608.354980
	Iteration 59Q: 3 clusters Score -9673823 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -9674026.000000 Penalty: 5608.354980
	Iteration 60F: 3 clusters Score -9674026 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -9674208.000000 Penalty: 5608.354980
	Iteration 61Q: 3 clusters Score -9674208 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -9674412.000000 Penalty: 5608.354980
	Iteration 62Q: 3 clusters Score -9674412 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9674624.000000 Penalty: 5608.354980
	Iteration 63Q: 3 clusters Score -9674624 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -9674838.000000 Penalty: 5608.354980
	Iteration 64Q: 3 clusters Score -9674838 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -9675056.000000 Penalty: 5608.354980
	Iteration 65Q: 3 clusters Score -9675056 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -9675274.000000 Penalty: 5608.354980
	Iteration 66Q: 3 clusters Score -9675274 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -9675516.000000 Penalty: 5608.354980
	Iteration 67Q: 3 clusters Score -9675516 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -9675746.000000 Penalty: 5608.354980
	Iteration 68Q: 3 clusters Score -9675746 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -9675931.000000 Penalty: 5608.354980
	Iteration 69Q: 3 clusters Score -9675931 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -9676128.000000 Penalty: 5608.354980
	Iteration 70Q: 3 clusters Score -9676128 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -9676300.000000 Penalty: 5608.354980
	Iteration 71Q: 3 clusters Score -9676300 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -9676458.000000 Penalty: 5608.354980
	Iteration 72Q: 3 clusters Score -9676458 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -9676614.000000 Penalty: 5608.354980
	Iteration 73Q: 3 clusters Score -9676614 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -9676764.000000 Penalty: 5608.354980
	Iteration 74Q: 3 clusters Score -9676764 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -9676891.000000 Penalty: 5608.354980
	Iteration 75Q: 3 clusters Score -9676891 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -9677008.000000 Penalty: 5608.354980
	Iteration 76Q: 3 clusters Score -9677008 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9677149.000000 Penalty: 5608.354980
	Iteration 77Q: 3 clusters Score -9677149 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -9677249.000000 Penalty: 5608.354980
	Iteration 78Q: 3 clusters Score -9677249 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -9677341.000000 Penalty: 5608.354980
	Iteration 79Q: 3 clusters Score -9677341 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -9677434.000000 Penalty: 5608.354980
	Iteration 80F: 3 clusters Score -9677434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -9677559.000000 Penalty: 5608.354980
	Iteration 81Q: 3 clusters Score -9677559 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -9677627.000000 Penalty: 5608.354980
	Iteration 82Q: 3 clusters Score -9677627 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -9677703.000000 Penalty: 5608.354980
	Iteration 83Q: 3 clusters Score -9677703 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -9677764.000000 Penalty: 5608.354980
	Iteration 84Q: 3 clusters Score -9677764 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -9677828.000000 Penalty: 5608.354980
	Iteration 85Q: 3 clusters Score -9677828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9677878.000000 Penalty: 5608.354980
	Iteration 86Q: 3 clusters Score -9677878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9677906.000000 Penalty: 5608.354980
	Iteration 87Q: 3 clusters Score -9677906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -9677941.000000 Penalty: 5608.354980
	Iteration 88Q: 3 clusters Score -9677941 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -9677984.000000 Penalty: 5608.354980
	Iteration 89Q: 3 clusters Score -9677984 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9678051.000000 Penalty: 5608.354980
	Iteration 90Q: 3 clusters Score -9678051 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9678103.000000 Penalty: 5608.354980
	Iteration 91Q: 3 clusters Score -9678103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9678139.000000 Penalty: 5608.354980
	Iteration 92Q: 3 clusters Score -9678139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9678165.000000 Penalty: 5608.354980
	Iteration 93Q: 3 clusters Score -9678165 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9678163.000000 Penalty: 5608.354980
	Iteration 94Q: 3 clusters Score -9678163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9678204.000000 Penalty: 5608.354980
	Iteration 95Q: 3 clusters Score -9678204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9678230.000000 Penalty: 5608.354980
	Iteration 96Q: 3 clusters Score -9678230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9678236.000000 Penalty: 5608.354980
	Iteration 97Q: 3 clusters Score -9678236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9678236.000000 Penalty: 5608.354980
	Iteration 98Q: 3 clusters Score -9678236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9678270.000000 Penalty: 5608.354980
	Iteration 99Q: 3 clusters Score -9678270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9678269.000000 Penalty: 5608.354980
	Iteration 100F: 3 clusters Score -9678269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9678296.000000 Penalty: 5608.354980
	Iteration 101Q: 3 clusters Score -9678296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9678279.000000 Penalty: 5608.354980
	Iteration 102Q: 3 clusters Score -9678279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9678286.000000 Penalty: 5608.354980
	Iteration 103Q: 3 clusters Score -9678286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9678285.000000 Penalty: 5608.354980
	Iteration 104Q: 3 clusters Score -9678285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9678285.000000 Penalty: 5608.354980
	Iteration 105Q: 3 clusters Score -9678285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9678288.000000 Penalty: 5608.354980
	Iteration 106Q: 3 clusters Score -9678288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9678287.000000 Penalty: 5608.354980
	Iteration 107Q: 3 clusters Score -9678287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9678293.000000 Penalty: 5608.354980
	Iteration 108Q: 3 clusters Score -9678293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9678282.000000 Penalty: 5608.354980
	Iteration 109Q: 3 clusters Score -9678282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9678286.000000 Penalty: 5608.354980
	Iteration 110Q: 3 clusters Score -9678286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9678286.000000 Penalty: 5608.354980
	Iteration 111Q: 3 clusters Score -9678286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9678283.000000 Penalty: 5608.354980
	Iteration 112Q: 3 clusters Score -9678283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9678282.000000 Penalty: 5608.354980
	Iteration 113Q: 3 clusters Score -9678282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9678276.000000 Penalty: 5608.354980
	Iteration 114Q: 3 clusters Score -9678276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9678271.000000 Penalty: 5608.354980
	Iteration 115Q: 3 clusters Score -9678271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9678272.000000 Penalty: 5608.354980
	Iteration 116Q: 3 clusters Score -9678272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9678278.000000 Penalty: 5608.354980
	Iteration 117Q: 3 clusters Score -9678278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9678283.000000 Penalty: 5608.354980
	Iteration 118Q: 3 clusters Score -9678283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9678284.000000 Penalty: 5608.354980
	Iteration 119Q: 3 clusters Score -9678284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9678277.000000 Penalty: 5608.354980
	Iteration 120F: 3 clusters Score -9678277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9678281.000000 Penalty: 5608.354980
	Iteration 121Q: 3 clusters Score -9678281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9678282.000000 Penalty: 5608.354980
	Iteration 122Q: 3 clusters Score -9678282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9678282.000000 Penalty: 5608.354980
	Iteration 123F: 3 clusters Score -9678282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -141580.640625 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -141580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -139465.890625 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -139465.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139803.640625 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -139803.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139880.687500 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -139880.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139936.703125 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -139936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139966.734375 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -139966.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139977.296875 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -139977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139984.390625 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -139984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139989.125000 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -139989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139991.875000 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -139991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139993.343750 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -139993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139994.328125 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -139994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139996.187500 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -139996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139998.328125 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -139998.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139998.328125 Penalty: 3547.913818
	Iteration 13F: 3 clusters Score -139998.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Entering Unmasked Estep 
Score: -5673344.500000 Penalty: 2671.324463
	Iteration 0F: 2 clusters Score -5673344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5641084.000000 Penalty: 5342.648926
	Iteration 0F: 3 clusters Score -5641084 nChanged 22167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5653443.500000 Penalty: 5342.648926
	Iteration 1F: 3 clusters Score -5653444 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5654020.000000 Penalty: 5342.648926
	Iteration 2Q: 3 clusters Score -5654020 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -5654561.000000 Penalty: 5342.648926
	Iteration 3Q: 3 clusters Score -5654561 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5655174.000000 Penalty: 5342.648926
	Iteration 4Q: 3 clusters Score -5655174 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -5655842.500000 Penalty: 5342.648926
	Iteration 5Q: 3 clusters Score -5655842 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -5656725.000000 Penalty: 5342.648926
	Iteration 6Q: 3 clusters Score -5656725 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -5657846.500000 Penalty: 5342.648926
	Iteration 7Q: 3 clusters Score -5657846 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -5659313.000000 Penalty: 5342.648926
	Iteration 8F: 3 clusters Score -5659313 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -5661477.000000 Penalty: 5342.648926
	Iteration 9F: 3 clusters Score -5661477 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5664039.000000 Penalty: 5342.648926
	Iteration 10F: 3 clusters Score -5664039 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -5666619.000000 Penalty: 5342.648926
	Iteration 11F: 3 clusters Score -5666619 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5668584.000000 Penalty: 5342.648926
	Iteration 12Q: 3 clusters Score -5668584 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -5669728.500000 Penalty: 5342.648926
	Iteration 13Q: 3 clusters Score -5669728 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -5670380.500000 Penalty: 5342.648926
	Iteration 14Q: 3 clusters Score -5670380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -5670669.500000 Penalty: 5342.648926
	Iteration 15Q: 3 clusters Score -5670670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -5670795.500000 Penalty: 5342.648926
	Iteration 16Q: 3 clusters Score -5670796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -5670880.500000 Penalty: 5342.648926
	Iteration 17Q: 3 clusters Score -5670880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5670930.000000 Penalty: 5342.648926
	Iteration 18Q: 3 clusters Score -5670930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -5670964.000000 Penalty: 5342.648926
	Iteration 19Q: 3 clusters Score -5670964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -5671000.000000 Penalty: 5342.648926
	Iteration 20F: 3 clusters Score -5671000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5671018.000000 Penalty: 5342.648926
	Iteration 21Q: 3 clusters Score -5671018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -5671025.500000 Penalty: 5342.648926
	Iteration 22Q: 3 clusters Score -5671026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5671033.500000 Penalty: 5342.648926
	Iteration 23Q: 3 clusters Score -5671034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -5671034.500000 Penalty: 5342.648926
	Iteration 24Q: 3 clusters Score -5671034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -5671042.000000 Penalty: 5342.648926
	Iteration 25Q: 3 clusters Score -5671042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -5671041.500000 Penalty: 5342.648926
	Iteration 26Q: 3 clusters Score -5671042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -5671050.000000 Penalty: 5342.648926
	Iteration 27Q: 3 clusters Score -5671050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -5671048.000000 Penalty: 5342.648926
	Iteration 28Q: 3 clusters Score -5671048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5671056.500000 Penalty: 5342.648926
	Iteration 29Q: 3 clusters Score -5671056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -5671059.500000 Penalty: 5342.648926
	Iteration 30Q: 3 clusters Score -5671060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -5671061.000000 Penalty: 5342.648926
	Iteration 31Q: 3 clusters Score -5671061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -5671061.000000 Penalty: 5342.648926
	Iteration 32F: 3 clusters Score -5671061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Entering Unmasked Estep 
Score: -2538305.000000 Penalty: 2478.129883
	Iteration 0F: 2 clusters Score -2538305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2523118.250000 Penalty: 4956.259766
	Iteration 0F: 3 clusters Score -2523118 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2528602.000000 Penalty: 4956.259766
	Iteration 1F: 3 clusters Score -2528602 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2529292.750000 Penalty: 4956.259766
	Iteration 2F: 3 clusters Score -2529293 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2530089.500000 Penalty: 4956.259766
	Iteration 3F: 3 clusters Score -2530090 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2531094.500000 Penalty: 4956.259766
	Iteration 4F: 3 clusters Score -2531094 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2532447.750000 Penalty: 4956.259766
	Iteration 5F: 3 clusters Score -2532448 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2533894.500000 Penalty: 4956.259766
	Iteration 6F: 3 clusters Score -2533894 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2535097.250000 Penalty: 4956.259766
	Iteration 7F: 3 clusters Score -2535097 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2536012.500000 Penalty: 4956.259766
	Iteration 8Q: 3 clusters Score -2536012 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2536516.750000 Penalty: 4956.259766
	Iteration 9Q: 3 clusters Score -2536517 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2536764.250000 Penalty: 4956.259766
	Iteration 10Q: 3 clusters Score -2536764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2536899.750000 Penalty: 4956.259766
	Iteration 11Q: 3 clusters Score -2536900 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2536972.500000 Penalty: 4956.259766
	Iteration 12Q: 3 clusters Score -2536972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2537018.250000 Penalty: 4956.259766
	Iteration 13Q: 3 clusters Score -2537018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2537039.500000 Penalty: 4956.259766
	Iteration 14Q: 3 clusters Score -2537040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2537067.750000 Penalty: 4956.259766
	Iteration 15Q: 3 clusters Score -2537068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2537095.000000 Penalty: 4956.259766
	Iteration 16Q: 3 clusters Score -2537095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2537109.500000 Penalty: 4956.259766
	Iteration 17Q: 3 clusters Score -2537110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2537117.750000 Penalty: 4956.259766
	Iteration 18Q: 3 clusters Score -2537118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2537128.000000 Penalty: 4956.259766
	Iteration 19Q: 3 clusters Score -2537128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2537139.250000 Penalty: 4956.259766
	Iteration 20F: 3 clusters Score -2537139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2537144.250000 Penalty: 4956.259766
	Iteration 21Q: 3 clusters Score -2537144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2537154.000000 Penalty: 4956.259766
	Iteration 22Q: 3 clusters Score -2537154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2537158.250000 Penalty: 4956.259766
	Iteration 23Q: 3 clusters Score -2537158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2537163.500000 Penalty: 4956.259766
	Iteration 24Q: 3 clusters Score -2537164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2537164.250000 Penalty: 4956.259766
	Iteration 25Q: 3 clusters Score -2537164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2537179.250000 Penalty: 4956.259766
	Iteration 26Q: 3 clusters Score -2537179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2537186.000000 Penalty: 4956.259766
	Iteration 27Q: 3 clusters Score -2537186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2537191.500000 Penalty: 4956.259766
	Iteration 28Q: 3 clusters Score -2537192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2537191.750000 Penalty: 4956.259766
	Iteration 29Q: 3 clusters Score -2537192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2537190.500000 Penalty: 4956.259766
	Iteration 30Q: 3 clusters Score -2537190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2537191.500000 Penalty: 4956.259766
	Iteration 31Q: 3 clusters Score -2537192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2537191.250000 Penalty: 4956.259766
	Iteration 32Q: 3 clusters Score -2537191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2537191.500000 Penalty: 4956.259766
	Iteration 33Q: 3 clusters Score -2537192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2537186.500000 Penalty: 4956.259766
	Iteration 34Q: 3 clusters Score -2537186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2537191.250000 Penalty: 4956.259766
	Iteration 35Q: 3 clusters Score -2537191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2537191.250000 Penalty: 4956.259766
	Iteration 36F: 3 clusters Score -2537191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226413 members 
Entering Unmasked Estep 
Score: -26579030.000000 Penalty: 3057.868896
	Iteration 0F: 2 clusters Score -2.657903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -26437636.000000 Penalty: 6115.737793
	Iteration 0F: 3 clusters Score -2.643764e+07 nChanged 108991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 116464 members 
Entering Unmasked Estep 
Score: -26500442.000000 Penalty: 6115.737793
	Iteration 1F: 3 clusters Score -2.650044e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 118708 members 
Entering Unmasked Estep 
Score: -26501500.000000 Penalty: 6115.737793
	Iteration 2Q: 3 clusters Score -2.65015e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -26503184.000000 Penalty: 6115.737793
	Iteration 3Q: 3 clusters Score -2.650318e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 127389 members 
Entering Unmasked Estep 
Score: -26505682.000000 Penalty: 6115.737793
	Iteration 4Q: 3 clusters Score -2.650568e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -26509842.000000 Penalty: 6115.737793
	Iteration 5Q: 3 clusters Score -2.650984e+07 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 145966 members 
Entering Unmasked Estep 
Score: -26516656.000000 Penalty: 6115.737793
	Iteration 6F: 3 clusters Score -2.651666e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -26527042.000000 Penalty: 6115.737793
	Iteration 7F: 3 clusters Score -2.652704e+07 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 178184 members 
Entering Unmasked Estep 
Score: -26540540.000000 Penalty: 6115.737793
	Iteration 8F: 3 clusters Score -2.654054e+07 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 195767 members 
Entering Unmasked Estep 
Score: -26554160.000000 Penalty: 6115.737793
	Iteration 9F: 3 clusters Score -2.655416e+07 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 209697 members 
Entering Unmasked Estep 
Score: -26564774.000000 Penalty: 6115.737793
	Iteration 10F: 3 clusters Score -2.656477e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 218338 members 
Entering Unmasked Estep 
Score: -26570652.000000 Penalty: 6115.737793
	Iteration 11Q: 3 clusters Score -2.657065e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 222669 members 
Entering Unmasked Estep 
Score: -26573696.000000 Penalty: 6115.737793
	Iteration 12Q: 3 clusters Score -2.65737e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 224533 members 
Entering Unmasked Estep 
Score: -26575100.000000 Penalty: 6115.737793
	Iteration 13Q: 3 clusters Score -2.65751e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 225281 members 
Entering Unmasked Estep 
Score: -26575746.000000 Penalty: 6115.737793
	Iteration 14Q: 3 clusters Score -2.657575e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 225600 members 
Entering Unmasked Estep 
Score: -26576012.000000 Penalty: 6115.737793
	Iteration 15Q: 3 clusters Score -2.657601e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 225744 members 
Entering Unmasked Estep 
Score: -26576148.000000 Penalty: 6115.737793
	Iteration 16Q: 3 clusters Score -2.657615e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 225821 members 
Entering Unmasked Estep 
Score: -26576232.000000 Penalty: 6115.737793
	Iteration 17Q: 3 clusters Score -2.657623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -26576278.000000 Penalty: 6115.737793
	Iteration 18Q: 3 clusters Score -2.657628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 225894 members 
Entering Unmasked Estep 
Score: -26576280.000000 Penalty: 6115.737793
	Iteration 19Q: 3 clusters Score -2.657628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -26576308.000000 Penalty: 6115.737793
	Iteration 20F: 3 clusters Score -2.657631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 225930 members 
Entering Unmasked Estep 
Score: -26576336.000000 Penalty: 6115.737793
	Iteration 21Q: 3 clusters Score -2.657634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 225937 members 
Entering Unmasked Estep 
Score: -26576334.000000 Penalty: 6115.737793
	Iteration 22Q: 3 clusters Score -2.657633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 225938 members 
Entering Unmasked Estep 
Score: -26576342.000000 Penalty: 6115.737793
	Iteration 23Q: 3 clusters Score -2.657634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 225943 members 
Entering Unmasked Estep 
Score: -26576354.000000 Penalty: 6115.737793
	Iteration 24Q: 3 clusters Score -2.657635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 225945 members 
Entering Unmasked Estep 
Score: -26576378.000000 Penalty: 6115.737793
	Iteration 25Q: 3 clusters Score -2.657638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -26576380.000000 Penalty: 6115.737793
	Iteration 26Q: 3 clusters Score -2.657638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 225950 members 
Entering Unmasked Estep 
Score: -26576384.000000 Penalty: 6115.737793
	Iteration 27Q: 3 clusters Score -2.657638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 225954 members 
Entering Unmasked Estep 
Score: -26576384.000000 Penalty: 6115.737793
	Iteration 28Q: 3 clusters Score -2.657638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 225960 members 
Entering Unmasked Estep 
Score: -26576384.000000 Penalty: 6115.737793
	Iteration 29Q: 3 clusters Score -2.657638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 225963 members 
Entering Unmasked Estep 
Score: -26576388.000000 Penalty: 6115.737793
	Iteration 30Q: 3 clusters Score -2.657639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 225964 members 
Entering Unmasked Estep 
Score: -26576388.000000 Penalty: 6115.737793
	Iteration 31Q: 3 clusters Score -2.657639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 225964 members 
Entering Unmasked Estep 
Score: -26576388.000000 Penalty: 6115.737793
	Iteration 32F: 3 clusters Score -2.657639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168946 members 
Entering Unmasked Estep 
Score: -19965962.000000 Penalty: 2985.259033
	Iteration 0F: 2 clusters Score -1.996596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -19855418.000000 Penalty: 5970.518066
	Iteration 0F: 3 clusters Score -1.985542e+07 nChanged 80945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -19902682.000000 Penalty: 5970.518066
	Iteration 1F: 3 clusters Score -1.990268e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -19903876.000000 Penalty: 5970.518066
	Iteration 2Q: 3 clusters Score -1.990388e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -19905882.000000 Penalty: 5970.518066
	Iteration 3Q: 3 clusters Score -1.990588e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -19909110.000000 Penalty: 5970.518066
	Iteration 4Q: 3 clusters Score -1.990911e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -19915302.000000 Penalty: 5970.518066
	Iteration 5F: 3 clusters Score -1.99153e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -19925804.000000 Penalty: 5970.518066
	Iteration 6F: 3 clusters Score -1.99258e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 142332 members 
Entering Unmasked Estep 
Score: -19940312.000000 Penalty: 5970.518066
	Iteration 7F: 3 clusters Score -1.994031e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 155922 members 
Entering Unmasked Estep 
Score: -19953046.000000 Penalty: 5970.518066
	Iteration 8F: 3 clusters Score -1.995305e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 163973 members 
Entering Unmasked Estep 
Score: -19959686.000000 Penalty: 5970.518066
	Iteration 9Q: 3 clusters Score -1.995969e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -19962010.000000 Penalty: 5970.518066
	Iteration 10Q: 3 clusters Score -1.996201e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 168302 members 
Entering Unmasked Estep 
Score: -19962816.000000 Penalty: 5970.518066
	Iteration 11Q: 3 clusters Score -1.996282e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -19963078.000000 Penalty: 5970.518066
	Iteration 12Q: 3 clusters Score -1.996308e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -19963168.000000 Penalty: 5970.518066
	Iteration 13Q: 3 clusters Score -1.996317e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168696 members 
Entering Unmasked Estep 
Score: -19963260.000000 Penalty: 5970.518066
	Iteration 14Q: 3 clusters Score -1.996326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -19963276.000000 Penalty: 5970.518066
	Iteration 15Q: 3 clusters Score -1.996328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -19963292.000000 Penalty: 5970.518066
	Iteration 16Q: 3 clusters Score -1.996329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 168720 members 
Entering Unmasked Estep 
Score: -19963316.000000 Penalty: 5970.518066
	Iteration 17Q: 3 clusters Score -1.996332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963322.000000 Penalty: 5970.518066
	Iteration 18Q: 3 clusters Score -1.996332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963330.000000 Penalty: 5970.518066
	Iteration 19Q: 3 clusters Score -1.996333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963340.000000 Penalty: 5970.518066
	Iteration 20F: 3 clusters Score -1.996334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -19963338.000000 Penalty: 5970.518066
	Iteration 21Q: 3 clusters Score -1.996334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963342.000000 Penalty: 5970.518066
	Iteration 22Q: 3 clusters Score -1.996334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963354.000000 Penalty: 5970.518066
	Iteration 23Q: 3 clusters Score -1.996335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -19963354.000000 Penalty: 5970.518066
	Iteration 24F: 3 clusters Score -1.996335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189599 members 
Entering Unmasked Estep 
Score: -22507536.000000 Penalty: 3013.861328
	Iteration 0F: 2 clusters Score -2.250754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -22394348.000000 Penalty: 6027.722656
	Iteration 0F: 3 clusters Score -2.239435e+07 nChanged 90866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -22446730.000000 Penalty: 6027.722656
	Iteration 1F: 3 clusters Score -2.244673e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -22447386.000000 Penalty: 6027.722656
	Iteration 2Q: 3 clusters Score -2.244739e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104236 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -22448536.000000 Penalty: 6027.722656
	Iteration 3Q: 3 clusters Score -2.244854e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -22450632.000000 Penalty: 6027.722656
	Iteration 4Q: 3 clusters Score -2.245063e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -22454440.000000 Penalty: 6027.722656
	Iteration 5Q: 3 clusters Score -2.245444e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -22461812.000000 Penalty: 6027.722656
	Iteration 6F: 3 clusters Score -2.246181e+07 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -22475046.000000 Penalty: 6027.722656
	Iteration 7F: 3 clusters Score -2.247505e+07 nChanged 18574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -22490918.000000 Penalty: 6027.722656
	Iteration 8F: 3 clusters Score -2.249092e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179771 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -22500068.000000 Penalty: 6027.722656
	Iteration 9F: 3 clusters Score -2.250007e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186731 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -22503268.000000 Penalty: 6027.722656
	Iteration 10Q: 3 clusters Score -2.250327e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22504268.000000 Penalty: 6027.722656
	Iteration 11Q: 3 clusters Score -2.250427e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22504636.000000 Penalty: 6027.722656
	Iteration 12Q: 3 clusters Score -2.250464e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22504772.000000 Penalty: 6027.722656
	Iteration 13Q: 3 clusters Score -2.250477e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189348 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22504800.000000 Penalty: 6027.722656
	Iteration 14Q: 3 clusters Score -2.25048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22504866.000000 Penalty: 6027.722656
	Iteration 15Q: 3 clusters Score -2.250487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22504874.000000 Penalty: 6027.722656
	Iteration 16Q: 3 clusters Score -2.250487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22504894.000000 Penalty: 6027.722656
	Iteration 17Q: 3 clusters Score -2.250489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22504904.000000 Penalty: 6027.722656
	Iteration 18Q: 3 clusters Score -2.25049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22504900.000000 Penalty: 6027.722656
	Iteration 19Q: 3 clusters Score -2.25049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22504904.000000 Penalty: 6027.722656
	Iteration 20F: 3 clusters Score -2.25049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189368 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22504910.000000 Penalty: 6027.722656
	Iteration 21Q: 3 clusters Score -2.250491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189368 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22504912.000000 Penalty: 6027.722656
	Iteration 22Q: 3 clusters Score -2.250491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22504914.000000 Penalty: 6027.722656
	Iteration 23Q: 3 clusters Score -2.250491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22504910.000000 Penalty: 6027.722656
	Iteration 24Q: 3 clusters Score -2.250491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22504912.000000 Penalty: 6027.722656
	Iteration 25Q: 3 clusters Score -2.250491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22504912.000000 Penalty: 6027.722656
	Iteration 26F: 3 clusters Score -2.250491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -317849.343750 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -317849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314702.812500 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -314702.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -315311.406250 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -315311.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315457.250000 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -315457.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -315547.218750 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -315547.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315608.406250 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -315608.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315644.812500 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -315644.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -315676.375000 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -315676.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -315704.937500 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -315704.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -315728.812500 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -315728.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -315748.312500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -315748.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -315762.437500 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -315762.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315774.531250 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -315774.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315791.156250 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -315791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -315803.343750 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -315803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315813.250000 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -315813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315822.468750 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -315822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -315826.656250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -315826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315829.593750 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -315829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315832.312500 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -315832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -315836.281250 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -315836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -315839.750000 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -315839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -315840.875000 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -315840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -315841.000000 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -315841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -315841.406250 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -315841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -315841.406250 Penalty: 3928.000732
	Iteration 24F: 3 clusters Score -315841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -712632.312500 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -712632.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -707342.375000 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -707342.4 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -708663.437500 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -708663.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -708935.937500 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -708935.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -709138.875000 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -709138.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -709289.375000 Penalty: 4329.138672
	Iteration 4Q: 3 clusters Score -709289.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -709403.312500 Penalty: 4329.138672
	Iteration 5Q: 3 clusters Score -709403.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -709497.250000 Penalty: 4329.138672
	Iteration 6Q: 3 clusters Score -709497.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -709590.312500 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -709590.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -709705.062500 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -709705.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -709839.000000 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -709839 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -709982.250000 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -709982.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -710137.625000 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -710137.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -710295.437500 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -710295.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -710433.187500 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -710433.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -710536.250000 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -710536.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -710621.375000 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -710621.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -710683.750000 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -710683.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -710713.875000 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -710713.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -710739.812500 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -710739.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -710759.937500 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -710759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -710772.750000 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -710772.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -710788.437500 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -710788.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -710802.187500 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -710802.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -710811.000000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -710811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -710819.062500 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -710819.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -710824.500000 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -710824.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -710832.625000 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -710832.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -710838.562500 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -710838.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -710846.062500 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -710846.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -710848.000000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -710848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -710850.187500 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -710850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -710855.125000 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -710855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -710857.625000 Penalty: 4329.138672
	Iteration 32Q: 3 clusters Score -710857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -710859.750000 Penalty: 4329.138672
	Iteration 33Q: 3 clusters Score -710859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -710863.937500 Penalty: 4329.138672
	Iteration 34Q: 3 clusters Score -710863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -710864.062500 Penalty: 4329.138672
	Iteration 35Q: 3 clusters Score -710864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -710864.937500 Penalty: 4329.138672
	Iteration 36Q: 3 clusters Score -710864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -710866.062500 Penalty: 4329.138672
	Iteration 37Q: 3 clusters Score -710866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -710865.062500 Penalty: 4329.138672
	Iteration 38Q: 3 clusters Score -710865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -710865.062500 Penalty: 4329.138672
	Iteration 39Q: 3 clusters Score -710865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -710868.000000 Penalty: 4329.138672
	Iteration 40F: 3 clusters Score -710868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -710869.937500 Penalty: 4329.138672
	Iteration 41Q: 3 clusters Score -710869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -710870.312500 Penalty: 4329.138672
	Iteration 42Q: 3 clusters Score -710870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -710869.687500 Penalty: 4329.138672
	Iteration 43Q: 3 clusters Score -710869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -710870.562500 Penalty: 4329.138672
	Iteration 44Q: 3 clusters Score -710870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -710871.000000 Penalty: 4329.138672
	Iteration 45Q: 3 clusters Score -710871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -710871.375000 Penalty: 4329.138672
	Iteration 46Q: 3 clusters Score -710871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -710871.937500 Penalty: 4329.138672
	Iteration 47Q: 3 clusters Score -710871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -710872.062500 Penalty: 4329.138672
	Iteration 48Q: 3 clusters Score -710872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -710872.062500 Penalty: 4329.138672
	Iteration 49F: 3 clusters Score -710872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -479741.437500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -479741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -475861.468750 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -475861.5 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -476734.593750 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -476734.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -476917.156250 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -476917.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477040.562500 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -477040.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -477131.687500 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -477131.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -477225.343750 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -477225.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -477310.531250 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -477310.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -477383.937500 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -477383.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -477446.406250 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -477446.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -477510.531250 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -477510.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -477576.343750 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -477576.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -477628.187500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -477628.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -477684.718750 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -477684.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -477743.343750 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -477743.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -477792.906250 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -477792.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -477838.843750 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -477838.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -477892.062500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -477892.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -477923.156250 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -477923.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -477960.718750 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -477960.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -477995.218750 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -477995.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -478027.968750 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -478028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -478049.625000 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -478049.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -478066.500000 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -478066.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -478091.437500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -478091.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -478113.156250 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -478113.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -478138.031250 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -478138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -478156.250000 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -478156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -478167.593750 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -478167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -478176.125000 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -478176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -478180.343750 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -478180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -478182.687500 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -478182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -478188.968750 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -478189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -478193.093750 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -478193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -478197.375000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -478197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -478201.250000 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -478201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -478205.937500 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -478205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -478208.343750 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -478208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -478218.312500 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -478218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -478223.125000 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -478223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -478231.843750 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -478231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -478241.125000 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -478241.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -478252.156250 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -478252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -478254.687500 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -478254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -478258.156250 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -478258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -478259.125000 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -478259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -478261.343750 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -478261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -478262.656250 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -478262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -478264.125000 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -478264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -478264.656250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -478264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -478266.687500 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -478266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -478267.750000 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -478267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -478267.750000 Penalty: 4118.415527
	Iteration 51F: 3 clusters Score -478267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -102439.140625 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -102439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100669.242188 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -100669.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101161.171875 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -101161.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101355.085938 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -101355.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101547.679688 Penalty: 3435.582275
	Iteration 3F: 3 clusters Score -101547.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102055.687500 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -102055.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102298.656250 Penalty: 3435.582275
	Iteration 5F: 3 clusters Score -102298.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102429.953125 Penalty: 3435.582275
	Iteration 6F: 3 clusters Score -102430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102544.718750 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -102544.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102572.460938 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -102572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102582.179688 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -102582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -102591.906250 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -102591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -102599.507812 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -102599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102608.578125 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -102608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102616.890625 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -102616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -102624.187500 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -102624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102634.054688 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -102634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -102639.546875 Penalty: 3435.582275
	Iteration 16Q: 3 clusters Score -102639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -102644.343750 Penalty: 3435.582275
	Iteration 17Q: 3 clusters Score -102644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102650.625000 Penalty: 3435.582275
	Iteration 18Q: 3 clusters Score -102650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102655.125000 Penalty: 3435.582275
	Iteration 19Q: 3 clusters Score -102655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -102655.773438 Penalty: 3435.582275
	Iteration 20F: 3 clusters Score -102655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94204 members 
Mstep: Class 3 contains 47523 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 81403 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47642 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226413 members 
Mstep: Class 13 contains 168946 members 
Mstep: Class 14 contains 189599 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 21 contains 352 members 
Mstep: Class 22 contains 65053 members 
Entering Unmasked Estep 
Score: -118055184.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118056632.000000 to -118055184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Entering Unmasked Estep 
Score: -7745486.000000 Penalty: 2748.573486
	Iteration 0F: 2 clusters Score -7745486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -7701465.000000 Penalty: 5497.146973
	Iteration 0F: 3 clusters Score -7701465 nChanged 30429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -7718779.500000 Penalty: 5497.146973
	Iteration 1F: 3 clusters Score -7718780 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7719344.500000 Penalty: 5497.146973
	Iteration 2Q: 3 clusters Score -7719344 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7719880.500000 Penalty: 5497.146973
	Iteration 3Q: 3 clusters Score -7719880 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -7720373.000000 Penalty: 5497.146973
	Iteration 4Q: 3 clusters Score -7720373 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -7720954.500000 Penalty: 5497.146973
	Iteration 5Q: 3 clusters Score -7720954 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -7721717.000000 Penalty: 5497.146973
	Iteration 6Q: 3 clusters Score -7721717 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -7722787.000000 Penalty: 5497.146973
	Iteration 7Q: 3 clusters Score -7722787 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -7724401.500000 Penalty: 5497.146973
	Iteration 8Q: 3 clusters Score -7724402 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -7726949.000000 Penalty: 5497.146973
	Iteration 9F: 3 clusters Score -7726949 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7730390.000000 Penalty: 5497.146973
	Iteration 10F: 3 clusters Score -7730390 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7733300.500000 Penalty: 5497.146973
	Iteration 11F: 3 clusters Score -7733300 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7734772.500000 Penalty: 5497.146973
	Iteration 12Q: 3 clusters Score -7734772 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7735536.000000 Penalty: 5497.146973
	Iteration 13Q: 3 clusters Score -7735536 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7736228.500000 Penalty: 5497.146973
	Iteration 14Q: 3 clusters Score -7736228 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7736802.500000 Penalty: 5497.146973
	Iteration 15Q: 3 clusters Score -7736802 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7737307.000000 Penalty: 5497.146973
	Iteration 16Q: 3 clusters Score -7737307 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7737845.500000 Penalty: 5497.146973
	Iteration 17Q: 3 clusters Score -7737846 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7738236.500000 Penalty: 5497.146973
	Iteration 18Q: 3 clusters Score -7738236 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7738549.000000 Penalty: 5497.146973
	Iteration 19Q: 3 clusters Score -7738549 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7738814.000000 Penalty: 5497.146973
	Iteration 20F: 3 clusters Score -7738814 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7739003.500000 Penalty: 5497.146973
	Iteration 21Q: 3 clusters Score -7739004 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -7739144.500000 Penalty: 5497.146973
	Iteration 22Q: 3 clusters Score -7739144 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -7739291.500000 Penalty: 5497.146973
	Iteration 23Q: 3 clusters Score -7739292 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -7739383.000000 Penalty: 5497.146973
	Iteration 24Q: 3 clusters Score -7739383 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -7739502.500000 Penalty: 5497.146973
	Iteration 25Q: 3 clusters Score -7739502 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -7739613.500000 Penalty: 5497.146973
	Iteration 26Q: 3 clusters Score -7739614 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -7739709.000000 Penalty: 5497.146973
	Iteration 27Q: 3 clusters Score -7739709 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -7739780.000000 Penalty: 5497.146973
	Iteration 28Q: 3 clusters Score -7739780 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -7739857.000000 Penalty: 5497.146973
	Iteration 29Q: 3 clusters Score -7739857 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -7739945.500000 Penalty: 5497.146973
	Iteration 30Q: 3 clusters Score -7739946 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -7740011.000000 Penalty: 5497.146973
	Iteration 31Q: 3 clusters Score -7740011 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -7740046.500000 Penalty: 5497.146973
	Iteration 32Q: 3 clusters Score -7740046 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -7740085.500000 Penalty: 5497.146973
	Iteration 33Q: 3 clusters Score -7740086 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -7740117.500000 Penalty: 5497.146973
	Iteration 34Q: 3 clusters Score -7740118 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -7740161.000000 Penalty: 5497.146973
	Iteration 35Q: 3 clusters Score -7740161 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -7740214.000000 Penalty: 5497.146973
	Iteration 36Q: 3 clusters Score -7740214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -7740249.000000 Penalty: 5497.146973
	Iteration 37Q: 3 clusters Score -7740249 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -7740283.000000 Penalty: 5497.146973
	Iteration 38Q: 3 clusters Score -7740283 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -7740338.000000 Penalty: 5497.146973
	Iteration 39Q: 3 clusters Score -7740338 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -7740382.000000 Penalty: 5497.146973
	Iteration 40F: 3 clusters Score -7740382 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -7740416.000000 Penalty: 5497.146973
	Iteration 41Q: 3 clusters Score -7740416 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -7740489.500000 Penalty: 5497.146973
	Iteration 42Q: 3 clusters Score -7740490 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -7740548.500000 Penalty: 5497.146973
	Iteration 43Q: 3 clusters Score -7740548 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -7740578.500000 Penalty: 5497.146973
	Iteration 44Q: 3 clusters Score -7740578 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -7740623.500000 Penalty: 5497.146973
	Iteration 45Q: 3 clusters Score -7740624 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -7740693.500000 Penalty: 5497.146973
	Iteration 46Q: 3 clusters Score -7740694 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -7740724.000000 Penalty: 5497.146973
	Iteration 47Q: 3 clusters Score -7740724 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -7740792.500000 Penalty: 5497.146973
	Iteration 48Q: 3 clusters Score -7740792 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -7740864.000000 Penalty: 5497.146973
	Iteration 49Q: 3 clusters Score -7740864 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -7740889.000000 Penalty: 5497.146973
	Iteration 50Q: 3 clusters Score -7740889 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -7740924.000000 Penalty: 5497.146973
	Iteration 51Q: 3 clusters Score -7740924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -7740967.000000 Penalty: 5497.146973
	Iteration 52Q: 3 clusters Score -7740967 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -7741030.000000 Penalty: 5497.146973
	Iteration 53Q: 3 clusters Score -7741030 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -7741060.500000 Penalty: 5497.146973
	Iteration 54Q: 3 clusters Score -7741060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7741096.500000 Penalty: 5497.146973
	Iteration 55Q: 3 clusters Score -7741096 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -7741112.000000 Penalty: 5497.146973
	Iteration 56Q: 3 clusters Score -7741112 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -7741109.000000 Penalty: 5497.146973
	Iteration 57Q: 3 clusters Score -7741109 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7741171.000000 Penalty: 5497.146973
	Iteration 58Q: 3 clusters Score -7741171 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -7741201.000000 Penalty: 5497.146973
	Iteration 59Q: 3 clusters Score -7741201 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -7741246.000000 Penalty: 5497.146973
	Iteration 60F: 3 clusters Score -7741246 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -7741286.500000 Penalty: 5497.146973
	Iteration 61Q: 3 clusters Score -7741286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7741318.000000 Penalty: 5497.146973
	Iteration 62Q: 3 clusters Score -7741318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -7741341.500000 Penalty: 5497.146973
	Iteration 63Q: 3 clusters Score -7741342 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7741371.000000 Penalty: 5497.146973
	Iteration 64Q: 3 clusters Score -7741371 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -7741398.500000 Penalty: 5497.146973
	Iteration 65Q: 3 clusters Score -7741398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -7741461.500000 Penalty: 5497.146973
	Iteration 66Q: 3 clusters Score -7741462 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -7741479.500000 Penalty: 5497.146973
	Iteration 67Q: 3 clusters Score -7741480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -7741517.000000 Penalty: 5497.146973
	Iteration 68Q: 3 clusters Score -7741517 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7741562.500000 Penalty: 5497.146973
	Iteration 69Q: 3 clusters Score -7741562 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -7741581.500000 Penalty: 5497.146973
	Iteration 70Q: 3 clusters Score -7741582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -7741600.000000 Penalty: 5497.146973
	Iteration 71Q: 3 clusters Score -7741600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -7741618.500000 Penalty: 5497.146973
	Iteration 72Q: 3 clusters Score -7741618 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7741642.500000 Penalty: 5497.146973
	Iteration 73Q: 3 clusters Score -7741642 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -7741699.000000 Penalty: 5497.146973
	Iteration 74Q: 3 clusters Score -7741699 nChanged 179
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Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 56320 members 
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Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 56889 members 
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Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7923 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7823 members 
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Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 57682 members 
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Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 57880 members 
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Mstep: Class 1 contains 7079 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6900 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6731 members 
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Mstep: Class 1 contains 6653 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6568 members 
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Mstep: Class 1 contains 6484 members 
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Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 58659 members 
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Mstep: Class 1 contains 6317 members 
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Mstep: Class 1 contains 6231 members 
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Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 58904 members 
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Mstep: Class 1 contains 6077 members 
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Mstep: Class 1 contains 6011 members 
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Mstep: Class 1 contains 5940 members 
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Mstep: Class 1 contains 5465 members 
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Mstep: Class 1 contains 5413 members 
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	Iteration 114Q: 3 clusters Score -7742196 nChanged 61
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Mstep: Class 1 contains 5352 members 
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Mstep: Class 1 contains 5245 members 
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Mstep: Class 1 contains 5192 members 
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Mstep: Class 1 contains 5136 members 
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	Iteration 120F: 3 clusters Score -7742245 nChanged 48
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	Iteration 124Q: 3 clusters Score -7742292 nChanged 44
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	Iteration 125Q: 3 clusters Score -7742310 nChanged 49
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	Iteration 126Q: 3 clusters Score -7742306 nChanged 40
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Mstep: Class 1 contains 4773 members 
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	Iteration 128Q: 3 clusters Score -7742312 nChanged 31
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Mstep: Class 1 contains 4677 members 
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	Iteration 131Q: 3 clusters Score -7742319 nChanged 33
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	Iteration 160F: 3 clusters Score -7742426 nChanged 13
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	Iteration 161Q: 3 clusters Score -7742422 nChanged 16
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	Iteration 162Q: 3 clusters Score -7742416 nChanged 23
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	Iteration 163Q: 3 clusters Score -7742422 nChanged 13
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	Iteration 164Q: 3 clusters Score -7742418 nChanged 12
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	Iteration 165Q: 3 clusters Score -7742424 nChanged 7
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	Iteration 166Q: 3 clusters Score -7742428 nChanged 10
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	Iteration 167Q: 3 clusters Score -7742427 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -7742426.500000 Penalty: 5497.146973
	Iteration 168Q: 3 clusters Score -7742426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -7742433.500000 Penalty: 5497.146973
	Iteration 169Q: 3 clusters Score -7742434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -7742431.500000 Penalty: 5497.146973
	Iteration 170Q: 3 clusters Score -7742432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -7742448.000000 Penalty: 5497.146973
	Iteration 171Q: 3 clusters Score -7742448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -7742450.500000 Penalty: 5497.146973
	Iteration 172Q: 3 clusters Score -7742450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -7742452.000000 Penalty: 5497.146973
	Iteration 173Q: 3 clusters Score -7742452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -7742446.000000 Penalty: 5497.146973
	Iteration 174Q: 3 clusters Score -7742446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -7742451.000000 Penalty: 5497.146973
	Iteration 175Q: 3 clusters Score -7742451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -7742461.000000 Penalty: 5497.146973
	Iteration 176Q: 3 clusters Score -7742461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -7742479.500000 Penalty: 5497.146973
	Iteration 177Q: 3 clusters Score -7742480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -7742482.000000 Penalty: 5497.146973
	Iteration 178Q: 3 clusters Score -7742482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -7742490.500000 Penalty: 5497.146973
	Iteration 179Q: 3 clusters Score -7742490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -7742500.000000 Penalty: 5497.146973
	Iteration 180F: 3 clusters Score -7742500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7742507.500000 Penalty: 5497.146973
	Iteration 181Q: 3 clusters Score -7742508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -7742512.000000 Penalty: 5497.146973
	Iteration 182Q: 3 clusters Score -7742512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -7742511.000000 Penalty: 5497.146973
	Iteration 183Q: 3 clusters Score -7742511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -7742524.000000 Penalty: 5497.146973
	Iteration 184Q: 3 clusters Score -7742524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -7742512.000000 Penalty: 5497.146973
	Iteration 185Q: 3 clusters Score -7742512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -7742528.000000 Penalty: 5497.146973
	Iteration 186Q: 3 clusters Score -7742528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -7742529.500000 Penalty: 5497.146973
	Iteration 187Q: 3 clusters Score -7742530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -7742524.000000 Penalty: 5497.146973
	Iteration 188Q: 3 clusters Score -7742524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -7742538.500000 Penalty: 5497.146973
	Iteration 189Q: 3 clusters Score -7742538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -7742541.500000 Penalty: 5497.146973
	Iteration 190Q: 3 clusters Score -7742542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -7742547.500000 Penalty: 5497.146973
	Iteration 191Q: 3 clusters Score -7742548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -7742553.500000 Penalty: 5497.146973
	Iteration 192Q: 3 clusters Score -7742554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -7742559.500000 Penalty: 5497.146973
	Iteration 193Q: 3 clusters Score -7742560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -7742568.500000 Penalty: 5497.146973
	Iteration 194Q: 3 clusters Score -7742568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -7742572.000000 Penalty: 5497.146973
	Iteration 195Q: 3 clusters Score -7742572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -7742573.500000 Penalty: 5497.146973
	Iteration 196Q: 3 clusters Score -7742574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7742563.500000 Penalty: 5497.146973
	Iteration 197Q: 3 clusters Score -7742564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -7742582.000000 Penalty: 5497.146973
	Iteration 198Q: 3 clusters Score -7742582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -7742575.500000 Penalty: 5497.146973
	Iteration 199Q: 3 clusters Score -7742576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -7742580.500000 Penalty: 5497.146973
	Iteration 200F: 3 clusters Score -7742580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -7742588.500000 Penalty: 5497.146973
	Iteration 201Q: 3 clusters Score -7742588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -7742570.000000 Penalty: 5497.146973
	Iteration 202Q: 3 clusters Score -7742570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -7742571.000000 Penalty: 5497.146973
	Iteration 203Q: 3 clusters Score -7742571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -7742573.500000 Penalty: 5497.146973
	Iteration 204Q: 3 clusters Score -7742574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -7742573.500000 Penalty: 5497.146973
	Iteration 205Q: 3 clusters Score -7742574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -7742589.500000 Penalty: 5497.146973
	Iteration 206Q: 3 clusters Score -7742590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -7742590.500000 Penalty: 5497.146973
	Iteration 207Q: 3 clusters Score -7742590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7742591.500000 Penalty: 5497.146973
	Iteration 208Q: 3 clusters Score -7742592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -7742596.000000 Penalty: 5497.146973
	Iteration 209Q: 3 clusters Score -7742596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7742609.000000 Penalty: 5497.146973
	Iteration 210Q: 3 clusters Score -7742609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -7742628.000000 Penalty: 5497.146973
	Iteration 211Q: 3 clusters Score -7742628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -7742626.000000 Penalty: 5497.146973
	Iteration 212Q: 3 clusters Score -7742626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -7742634.000000 Penalty: 5497.146973
	Iteration 213Q: 3 clusters Score -7742634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7742634.500000 Penalty: 5497.146973
	Iteration 214Q: 3 clusters Score -7742634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -7742633.000000 Penalty: 5497.146973
	Iteration 215Q: 3 clusters Score -7742633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7742628.000000 Penalty: 5497.146973
	Iteration 216Q: 3 clusters Score -7742628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -7742641.500000 Penalty: 5497.146973
	Iteration 217Q: 3 clusters Score -7742642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -7742647.000000 Penalty: 5497.146973
	Iteration 218Q: 3 clusters Score -7742647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -7742658.000000 Penalty: 5497.146973
	Iteration 219Q: 3 clusters Score -7742658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -7742660.000000 Penalty: 5497.146973
	Iteration 220F: 3 clusters Score -7742660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -7742672.500000 Penalty: 5497.146973
	Iteration 221Q: 3 clusters Score -7742672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -7742675.500000 Penalty: 5497.146973
	Iteration 222Q: 3 clusters Score -7742676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -7742681.500000 Penalty: 5497.146973
	Iteration 223Q: 3 clusters Score -7742682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -7742689.500000 Penalty: 5497.146973
	Iteration 224Q: 3 clusters Score -7742690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 62628 members 
Entering Unmasked Estep 
Score: -7742702.500000 Penalty: 5497.146973
	Iteration 225Q: 3 clusters Score -7742702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
Score: -7742704.000000 Penalty: 5497.146973
	Iteration 226Q: 3 clusters Score -7742704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -7742699.000000 Penalty: 5497.146973
	Iteration 227Q: 3 clusters Score -7742699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -7742703.000000 Penalty: 5497.146973
	Iteration 228Q: 3 clusters Score -7742703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -7742712.500000 Penalty: 5497.146973
	Iteration 229Q: 3 clusters Score -7742712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -7742719.000000 Penalty: 5497.146973
	Iteration 230Q: 3 clusters Score -7742719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -7742735.500000 Penalty: 5497.146973
	Iteration 231Q: 3 clusters Score -7742736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -7742732.500000 Penalty: 5497.146973
	Iteration 232Q: 3 clusters Score -7742732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -7742740.000000 Penalty: 5497.146973
	Iteration 233Q: 3 clusters Score -7742740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -7742742.500000 Penalty: 5497.146973
	Iteration 234Q: 3 clusters Score -7742742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -7742753.500000 Penalty: 5497.146973
	Iteration 235Q: 3 clusters Score -7742754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -7742767.500000 Penalty: 5497.146973
	Iteration 236Q: 3 clusters Score -7742768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -7742765.500000 Penalty: 5497.146973
	Iteration 237Q: 3 clusters Score -7742766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -7742767.500000 Penalty: 5497.146973
	Iteration 238Q: 3 clusters Score -7742768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -7742770.500000 Penalty: 5497.146973
	Iteration 239Q: 3 clusters Score -7742770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -7742763.000000 Penalty: 5497.146973
	Iteration 240F: 3 clusters Score -7742763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -7742771.500000 Penalty: 5497.146973
	Iteration 241Q: 3 clusters Score -7742772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -7742774.000000 Penalty: 5497.146973
	Iteration 242Q: 3 clusters Score -7742774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -7742773.500000 Penalty: 5497.146973
	Iteration 243Q: 3 clusters Score -7742774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -7742771.000000 Penalty: 5497.146973
	Iteration 244Q: 3 clusters Score -7742771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -7742784.500000 Penalty: 5497.146973
	Iteration 245Q: 3 clusters Score -7742784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -7742778.500000 Penalty: 5497.146973
	Iteration 246Q: 3 clusters Score -7742778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -7742789.500000 Penalty: 5497.146973
	Iteration 247Q: 3 clusters Score -7742790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -7742790.500000 Penalty: 5497.146973
	Iteration 248Q: 3 clusters Score -7742790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7742798.000000 Penalty: 5497.146973
	Iteration 249Q: 3 clusters Score -7742798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -7742801.500000 Penalty: 5497.146973
	Iteration 250Q: 3 clusters Score -7742802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -7742807.000000 Penalty: 5497.146973
	Iteration 251Q: 3 clusters Score -7742807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -7742802.000000 Penalty: 5497.146973
	Iteration 252Q: 3 clusters Score -7742802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -7742805.000000 Penalty: 5497.146973
	Iteration 253Q: 3 clusters Score -7742805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -7742807.500000 Penalty: 5497.146973
	Iteration 254Q: 3 clusters Score -7742808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -7742799.000000 Penalty: 5497.146973
	Iteration 255Q: 3 clusters Score -7742799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -7742819.500000 Penalty: 5497.146973
	Iteration 256Q: 3 clusters Score -7742820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -7742824.500000 Penalty: 5497.146973
	Iteration 257Q: 3 clusters Score -7742824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -7742822.500000 Penalty: 5497.146973
	Iteration 258Q: 3 clusters Score -7742822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -7742822.500000 Penalty: 5497.146973
	Iteration 259Q: 3 clusters Score -7742822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -7742828.000000 Penalty: 5497.146973
	Iteration 260F: 3 clusters Score -7742828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -7742843.000000 Penalty: 5497.146973
	Iteration 261Q: 3 clusters Score -7742843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -7742845.500000 Penalty: 5497.146973
	Iteration 262Q: 3 clusters Score -7742846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -7742845.000000 Penalty: 5497.146973
	Iteration 263Q: 3 clusters Score -7742845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -7742866.500000 Penalty: 5497.146973
	Iteration 264Q: 3 clusters Score -7742866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -7742885.000000 Penalty: 5497.146973
	Iteration 265Q: 3 clusters Score -7742885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -7742900.500000 Penalty: 5497.146973
	Iteration 266Q: 3 clusters Score -7742900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -7742900.000000 Penalty: 5497.146973
	Iteration 267Q: 3 clusters Score -7742900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -7742890.500000 Penalty: 5497.146973
	Iteration 268Q: 3 clusters Score -7742890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -7742906.500000 Penalty: 5497.146973
	Iteration 269Q: 3 clusters Score -7742906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -7742913.500000 Penalty: 5497.146973
	Iteration 270Q: 3 clusters Score -7742914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -7742933.000000 Penalty: 5497.146973
	Iteration 271Q: 3 clusters Score -7742933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -7742939.000000 Penalty: 5497.146973
	Iteration 272Q: 3 clusters Score -7742939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -7742960.500000 Penalty: 5497.146973
	Iteration 273Q: 3 clusters Score -7742960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -7742964.000000 Penalty: 5497.146973
	Iteration 274Q: 3 clusters Score -7742964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -7742980.500000 Penalty: 5497.146973
	Iteration 275Q: 3 clusters Score -7742980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -7742995.500000 Penalty: 5497.146973
	Iteration 276Q: 3 clusters Score -7742996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -7742993.500000 Penalty: 5497.146973
	Iteration 277Q: 3 clusters Score -7742994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -7742992.000000 Penalty: 5497.146973
	Iteration 278Q: 3 clusters Score -7742992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -7742990.500000 Penalty: 5497.146973
	Iteration 279Q: 3 clusters Score -7742990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -7742998.000000 Penalty: 5497.146973
	Iteration 280F: 3 clusters Score -7742998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -7743004.000000 Penalty: 5497.146973
	Iteration 281Q: 3 clusters Score -7743004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -7743018.000000 Penalty: 5497.146973
	Iteration 282Q: 3 clusters Score -7743018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -7743007.500000 Penalty: 5497.146973
	Iteration 283Q: 3 clusters Score -7743008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -7743012.500000 Penalty: 5497.146973
	Iteration 284Q: 3 clusters Score -7743012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -7743010.500000 Penalty: 5497.146973
	Iteration 285Q: 3 clusters Score -7743010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -7743004.000000 Penalty: 5497.146973
	Iteration 286Q: 3 clusters Score -7743004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7743005.500000 Penalty: 5497.146973
	Iteration 287Q: 3 clusters Score -7743006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -7743007.500000 Penalty: 5497.146973
	Iteration 288Q: 3 clusters Score -7743008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -7743022.000000 Penalty: 5497.146973
	Iteration 289Q: 3 clusters Score -7743022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -7743026.500000 Penalty: 5497.146973
	Iteration 290Q: 3 clusters Score -7743026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -7743028.500000 Penalty: 5497.146973
	Iteration 291Q: 3 clusters Score -7743028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -7743027.000000 Penalty: 5497.146973
	Iteration 292Q: 3 clusters Score -7743027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -7743024.000000 Penalty: 5497.146973
	Iteration 293Q: 3 clusters Score -7743024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -7743034.500000 Penalty: 5497.146973
	Iteration 294Q: 3 clusters Score -7743034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -7743029.000000 Penalty: 5497.146973
	Iteration 295Q: 3 clusters Score -7743029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -7743032.000000 Penalty: 5497.146973
	Iteration 296Q: 3 clusters Score -7743032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -7743038.500000 Penalty: 5497.146973
	Iteration 297Q: 3 clusters Score -7743038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -7743033.500000 Penalty: 5497.146973
	Iteration 298Q: 3 clusters Score -7743034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -7743035.500000 Penalty: 5497.146973
	Iteration 299Q: 3 clusters Score -7743036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -7743029.000000 Penalty: 5497.146973
	Iteration 300F: 3 clusters Score -7743029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -7743036.500000 Penalty: 5497.146973
	Iteration 301Q: 3 clusters Score -7743036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -7743035.500000 Penalty: 5497.146973
	Iteration 302Q: 3 clusters Score -7743036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -7743043.000000 Penalty: 5497.146973
	Iteration 303Q: 3 clusters Score -7743043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7743040.500000 Penalty: 5497.146973
	Iteration 304Q: 3 clusters Score -7743040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -7743044.000000 Penalty: 5497.146973
	Iteration 305Q: 3 clusters Score -7743044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -7743047.500000 Penalty: 5497.146973
	Iteration 306Q: 3 clusters Score -7743048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -7743042.000000 Penalty: 5497.146973
	Iteration 307Q: 3 clusters Score -7743042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -7743046.000000 Penalty: 5497.146973
	Iteration 308Q: 3 clusters Score -7743046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -7743046.500000 Penalty: 5497.146973
	Iteration 309Q: 3 clusters Score -7743046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -7743055.500000 Penalty: 5497.146973
	Iteration 310Q: 3 clusters Score -7743056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -7743052.500000 Penalty: 5497.146973
	Iteration 311Q: 3 clusters Score -7743052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -7743059.000000 Penalty: 5497.146973
	Iteration 312Q: 3 clusters Score -7743059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -7743062.500000 Penalty: 5497.146973
	Iteration 313Q: 3 clusters Score -7743062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -7743061.000000 Penalty: 5497.146973
	Iteration 314Q: 3 clusters Score -7743061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7743061.500000 Penalty: 5497.146973
	Iteration 315Q: 3 clusters Score -7743062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -7743062.000000 Penalty: 5497.146973
	Iteration 316Q: 3 clusters Score -7743062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7743061.500000 Penalty: 5497.146973
	Iteration 317Q: 3 clusters Score -7743062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7743061.500000 Penalty: 5497.146973
	Iteration 318F: 3 clusters Score -7743062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94204 members 
Mstep: Class 3 contains 47523 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81403 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47642 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226413 members 
Mstep: Class 13 contains 168946 members 
Mstep: Class 14 contains 189599 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056632.000000 Penalty: 54895.289062
Iteration 439Q: 17 clusters Score -1.180566e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94212 members 
Mstep: Class 3 contains 47521 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81398 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226411 members 
Mstep: Class 13 contains 168942 members 
Mstep: Class 14 contains 189601 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056640.000000 Penalty: 54895.289062
Iteration 440F: 17 clusters Score -1.180566e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94217 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81392 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47641 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226420 members 
Mstep: Class 13 contains 168932 members 
Mstep: Class 14 contains 189601 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056656.000000 Penalty: 54895.289062
Iteration 441Q: 17 clusters Score -1.180567e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94222 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 6 contains 81383 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47642 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226423 members 
Mstep: Class 13 contains 168927 members 
Mstep: Class 14 contains 189599 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 3996 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056672.000000 Penalty: 54895.289062
Iteration 442Q: 17 clusters Score -1.180567e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94224 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81374 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47645 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226418 members 
Mstep: Class 13 contains 168927 members 
Mstep: Class 14 contains 189597 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056672.000000 Penalty: 54895.289062
Iteration 443Q: 17 clusters Score -1.180567e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94227 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81363 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47644 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226418 members 
Mstep: Class 13 contains 168928 members 
Mstep: Class 14 contains 189595 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 444Q: 17 clusters Score -1.180567e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94231 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81353 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47644 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226415 members 
Mstep: Class 13 contains 168921 members 
Mstep: Class 14 contains 189594 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056792.000000 Penalty: 54895.289062
Iteration 445Q: 17 clusters Score -1.180568e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94238 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81345 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47645 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226416 members 
Mstep: Class 13 contains 168913 members 
Mstep: Class 14 contains 189592 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056712.000000 Penalty: 54895.289062
Iteration 446Q: 17 clusters Score -1.180567e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94244 members 
Mstep: Class 3 contains 47519 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81341 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226415 members 
Mstep: Class 13 contains 168903 members 
Mstep: Class 14 contains 189592 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056784.000000 Penalty: 54895.289062
Iteration 447Q: 17 clusters Score -1.180568e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94250 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81333 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47651 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226412 members 
Mstep: Class 13 contains 168908 members 
Mstep: Class 14 contains 189592 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 448Q: 17 clusters Score -1.180568e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94255 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 6 contains 81323 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47650 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226417 members 
Mstep: Class 13 contains 168907 members 
Mstep: Class 14 contains 189591 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 449Q: 17 clusters Score -1.180568e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94263 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 6 contains 81314 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226419 members 
Mstep: Class 13 contains 168905 members 
Mstep: Class 14 contains 189587 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056800.000000 Penalty: 54895.289062
Iteration 450Q: 17 clusters Score -1.180568e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94267 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 6 contains 81309 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226417 members 
Mstep: Class 13 contains 168908 members 
Mstep: Class 14 contains 189582 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056776.000000 Penalty: 54895.289062
Iteration 451Q: 17 clusters Score -1.180568e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94272 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58657 members 
Mstep: Class 6 contains 81307 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226419 members 
Mstep: Class 13 contains 168905 members 
Mstep: Class 14 contains 189579 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056816.000000 Penalty: 54895.289062
Iteration 452Q: 17 clusters Score -1.180568e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94275 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81304 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226418 members 
Mstep: Class 13 contains 168904 members 
Mstep: Class 14 contains 189577 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056816.000000 Penalty: 54895.289062
Iteration 453Q: 17 clusters Score -1.180568e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94277 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81302 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226420 members 
Mstep: Class 13 contains 168901 members 
Mstep: Class 14 contains 189575 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056816.000000 Penalty: 54895.289062
Iteration 454Q: 17 clusters Score -1.180568e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94283 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81297 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226421 members 
Mstep: Class 13 contains 168900 members 
Mstep: Class 14 contains 189572 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 455Q: 17 clusters Score -1.180567e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94288 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81292 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226425 members 
Mstep: Class 13 contains 168893 members 
Mstep: Class 14 contains 189571 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056776.000000 Penalty: 54895.289062
Iteration 456Q: 17 clusters Score -1.180568e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94294 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 58658 members 
Mstep: Class 6 contains 81283 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 226429 members 
Mstep: Class 13 contains 168891 members 
Mstep: Class 14 contains 189569 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056776.000000 Penalty: 54895.289062
Iteration 457Q: 17 clusters Score -1.180568e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94301 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81280 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47651 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226430 members 
Mstep: Class 13 contains 168884 members 
Mstep: Class 14 contains 189566 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 458Q: 17 clusters Score -1.180567e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94307 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81275 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226429 members 
Mstep: Class 13 contains 168883 members 
Mstep: Class 14 contains 189562 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056712.000000 Penalty: 54895.289062
Iteration 459Q: 17 clusters Score -1.180567e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94309 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81270 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226430 members 
Mstep: Class 13 contains 168885 members 
Mstep: Class 14 contains 189560 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056656.000000 Penalty: 54895.289062
Iteration 460F: 17 clusters Score -1.180567e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94314 members 
Mstep: Class 3 contains 47515 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81264 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47652 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226430 members 
Mstep: Class 13 contains 168889 members 
Mstep: Class 14 contains 189559 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056632.000000 Penalty: 54895.289062
Iteration 461Q: 17 clusters Score -1.180566e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94314 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81258 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47653 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226432 members 
Mstep: Class 13 contains 168892 members 
Mstep: Class 14 contains 189560 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 462Q: 17 clusters Score -1.180567e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94316 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58659 members 
Mstep: Class 6 contains 81254 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47653 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226433 members 
Mstep: Class 13 contains 168890 members 
Mstep: Class 14 contains 189561 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056680.000000 Penalty: 54895.289062
Iteration 463Q: 17 clusters Score -1.180567e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94318 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81248 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47653 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226434 members 
Mstep: Class 13 contains 168889 members 
Mstep: Class 14 contains 189562 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 464Q: 17 clusters Score -1.180567e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94323 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81241 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47654 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226436 members 
Mstep: Class 13 contains 168885 members 
Mstep: Class 14 contains 189560 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 3722 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 465Q: 17 clusters Score -1.180567e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94326 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81239 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47658 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226434 members 
Mstep: Class 13 contains 168879 members 
Mstep: Class 14 contains 189559 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 3715 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 466Q: 17 clusters Score -1.180567e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94331 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81235 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47660 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226435 members 
Mstep: Class 13 contains 168878 members 
Mstep: Class 14 contains 189553 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 467Q: 17 clusters Score -1.180567e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94336 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81232 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47660 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226440 members 
Mstep: Class 13 contains 168874 members 
Mstep: Class 14 contains 189549 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3700 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 468Q: 17 clusters Score -1.180567e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94340 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81230 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47659 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226448 members 
Mstep: Class 13 contains 168871 members 
Mstep: Class 14 contains 189544 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3695 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 469Q: 17 clusters Score -1.180567e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94342 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81230 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47660 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226453 members 
Mstep: Class 13 contains 168868 members 
Mstep: Class 14 contains 189540 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056720.000000 Penalty: 54895.289062
Iteration 470Q: 17 clusters Score -1.180567e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94342 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81229 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226460 members 
Mstep: Class 13 contains 168862 members 
Mstep: Class 14 contains 189537 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056704.000000 Penalty: 54895.289062
Iteration 471Q: 17 clusters Score -1.180567e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94345 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81229 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47666 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226458 members 
Mstep: Class 13 contains 168858 members 
Mstep: Class 14 contains 189534 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056656.000000 Penalty: 54895.289062
Iteration 472Q: 17 clusters Score -1.180567e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94346 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81228 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47668 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226460 members 
Mstep: Class 13 contains 168858 members 
Mstep: Class 14 contains 189530 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056664.000000 Penalty: 54895.289062
Iteration 473Q: 17 clusters Score -1.180567e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94347 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81228 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47667 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168856 members 
Mstep: Class 14 contains 189530 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056680.000000 Penalty: 54895.289062
Iteration 474Q: 17 clusters Score -1.180567e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94346 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81227 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47665 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226463 members 
Mstep: Class 13 contains 168857 members 
Mstep: Class 14 contains 189530 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 475Q: 17 clusters Score -1.180567e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94345 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58660 members 
Mstep: Class 6 contains 81225 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47666 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226464 members 
Mstep: Class 13 contains 168855 members 
Mstep: Class 14 contains 189530 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3675 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 476Q: 17 clusters Score -1.180568e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94347 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81225 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47667 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226463 members 
Mstep: Class 13 contains 168854 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 477Q: 17 clusters Score -1.180568e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94349 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81223 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47671 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168850 members 
Mstep: Class 14 contains 189528 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056808.000000 Penalty: 54895.289062
Iteration 478Q: 17 clusters Score -1.180568e+08 nChanged 23
Entering ConstructFrom: 
Score: -118056808.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -287699.906250 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -287699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284658.625000 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -284658.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285210.812500 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -285210.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -285334.281250 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -285334.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -285403.843750 Penalty: 3898.460449
	Iteration 3Q: 3 clusters Score -285403.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285481.500000 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -285481.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285545.375000 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -285545.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -285595.125000 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -285595.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285624.156250 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -285624.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -285657.937500 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -285657.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -285672.718750 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -285672.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285683.812500 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -285683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285690.625000 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -285690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -285694.406250 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -285694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -285698.031250 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -285698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285699.562500 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -285699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285701.062500 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -285701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285702.125000 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -285702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285702.125000 Penalty: 3898.460449
	Iteration 17F: 3 clusters Score -285702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Entering Unmasked Estep 
Score: -11189915.000000 Penalty: 2840.781982
	Iteration 0F: 2 clusters Score -1.118992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -11126882.000000 Penalty: 5681.563965
	Iteration 0F: 3 clusters Score -1.112688e+07 nChanged 44467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -11152031.000000 Penalty: 5681.563965
	Iteration 1F: 3 clusters Score -1.115203e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -11152742.000000 Penalty: 5681.563965
	Iteration 2Q: 3 clusters Score -1.115274e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -11153689.000000 Penalty: 5681.563965
	Iteration 3Q: 3 clusters Score -1.115369e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -11155219.000000 Penalty: 5681.563965
	Iteration 4Q: 3 clusters Score -1.115522e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -11157920.000000 Penalty: 5681.563965
	Iteration 5F: 3 clusters Score -1.115792e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -11162802.000000 Penalty: 5681.563965
	Iteration 6F: 3 clusters Score -1.11628e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -11170496.000000 Penalty: 5681.563965
	Iteration 7F: 3 clusters Score -1.11705e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -11178898.000000 Penalty: 5681.563965
	Iteration 8F: 3 clusters Score -1.11789e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -11184462.000000 Penalty: 5681.563965
	Iteration 9F: 3 clusters Score -1.118446e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -11186490.000000 Penalty: 5681.563965
	Iteration 10Q: 3 clusters Score -1.118649e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -11187101.000000 Penalty: 5681.563965
	Iteration 11Q: 3 clusters Score -1.11871e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 94061 members 
Entering Unmasked Estep 
Score: -11187274.000000 Penalty: 5681.563965
	Iteration 12Q: 3 clusters Score -1.118727e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -11187341.000000 Penalty: 5681.563965
	Iteration 13Q: 3 clusters Score -1.118734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -11187380.000000 Penalty: 5681.563965
	Iteration 14Q: 3 clusters Score -1.118738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -11187391.000000 Penalty: 5681.563965
	Iteration 15Q: 3 clusters Score -1.118739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -11187407.000000 Penalty: 5681.563965
	Iteration 16Q: 3 clusters Score -1.118741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -11187408.000000 Penalty: 5681.563965
	Iteration 17Q: 3 clusters Score -1.118741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -11187417.000000 Penalty: 5681.563965
	Iteration 18Q: 3 clusters Score -1.118742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -11187417.000000 Penalty: 5681.563965
	Iteration 19F: 3 clusters Score -1.118742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Entering Unmasked Estep 
Score: -5424922.500000 Penalty: 2670.641846
	Iteration 0F: 2 clusters Score -5424922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5392937.000000 Penalty: 5341.283691
	Iteration 0F: 3 clusters Score -5392937 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5404960.500000 Penalty: 5341.283691
	Iteration 1F: 3 clusters Score -5404960 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -5405476.500000 Penalty: 5341.283691
	Iteration 2Q: 3 clusters Score -5405476 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5405935.000000 Penalty: 5341.283691
	Iteration 3Q: 3 clusters Score -5405935 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5406398.500000 Penalty: 5341.283691
	Iteration 4Q: 3 clusters Score -5406398 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5406974.500000 Penalty: 5341.283691
	Iteration 5Q: 3 clusters Score -5406974 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5407616.000000 Penalty: 5341.283691
	Iteration 6Q: 3 clusters Score -5407616 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5408560.500000 Penalty: 5341.283691
	Iteration 7Q: 3 clusters Score -5408560 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5409610.500000 Penalty: 5341.283691
	Iteration 8Q: 3 clusters Score -5409610 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5410978.000000 Penalty: 5341.283691
	Iteration 9Q: 3 clusters Score -5410978 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5412427.000000 Penalty: 5341.283691
	Iteration 10F: 3 clusters Score -5412427 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -5413905.000000 Penalty: 5341.283691
	Iteration 11Q: 3 clusters Score -5413905 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5415218.000000 Penalty: 5341.283691
	Iteration 12Q: 3 clusters Score -5415218 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -5416197.000000 Penalty: 5341.283691
	Iteration 13Q: 3 clusters Score -5416197 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -5417021.500000 Penalty: 5341.283691
	Iteration 14Q: 3 clusters Score -5417022 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5417677.000000 Penalty: 5341.283691
	Iteration 15Q: 3 clusters Score -5417677 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -5418273.500000 Penalty: 5341.283691
	Iteration 16Q: 3 clusters Score -5418274 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5418862.000000 Penalty: 5341.283691
	Iteration 17Q: 3 clusters Score -5418862 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5419376.000000 Penalty: 5341.283691
	Iteration 18Q: 3 clusters Score -5419376 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5419928.500000 Penalty: 5341.283691
	Iteration 19Q: 3 clusters Score -5419928 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5420377.000000 Penalty: 5341.283691
	Iteration 20F: 3 clusters Score -5420377 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5420773.000000 Penalty: 5341.283691
	Iteration 21Q: 3 clusters Score -5420773 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5421140.500000 Penalty: 5341.283691
	Iteration 22Q: 3 clusters Score -5421140 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5421458.500000 Penalty: 5341.283691
	Iteration 23Q: 3 clusters Score -5421458 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5421681.500000 Penalty: 5341.283691
	Iteration 24Q: 3 clusters Score -5421682 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5421894.000000 Penalty: 5341.283691
	Iteration 25Q: 3 clusters Score -5421894 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -5422066.500000 Penalty: 5341.283691
	Iteration 26Q: 3 clusters Score -5422066 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -5422217.000000 Penalty: 5341.283691
	Iteration 27Q: 3 clusters Score -5422217 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5422322.000000 Penalty: 5341.283691
	Iteration 28Q: 3 clusters Score -5422322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5422398.000000 Penalty: 5341.283691
	Iteration 29Q: 3 clusters Score -5422398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -5422474.000000 Penalty: 5341.283691
	Iteration 30Q: 3 clusters Score -5422474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5422541.500000 Penalty: 5341.283691
	Iteration 31Q: 3 clusters Score -5422542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -5422582.500000 Penalty: 5341.283691
	Iteration 32Q: 3 clusters Score -5422582 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5422623.500000 Penalty: 5341.283691
	Iteration 33Q: 3 clusters Score -5422624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5422666.000000 Penalty: 5341.283691
	Iteration 34Q: 3 clusters Score -5422666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -5422684.000000 Penalty: 5341.283691
	Iteration 35Q: 3 clusters Score -5422684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5422690.500000 Penalty: 5341.283691
	Iteration 36Q: 3 clusters Score -5422690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -5422685.000000 Penalty: 5341.283691
	Iteration 37Q: 3 clusters Score -5422685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -5422700.500000 Penalty: 5341.283691
	Iteration 38Q: 3 clusters Score -5422700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -5422697.500000 Penalty: 5341.283691
	Iteration 39Q: 3 clusters Score -5422698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5422706.000000 Penalty: 5341.283691
	Iteration 40F: 3 clusters Score -5422706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -5422707.500000 Penalty: 5341.283691
	Iteration 41Q: 3 clusters Score -5422708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5422720.500000 Penalty: 5341.283691
	Iteration 42Q: 3 clusters Score -5422720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -5422721.000000 Penalty: 5341.283691
	Iteration 43Q: 3 clusters Score -5422721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -5422729.500000 Penalty: 5341.283691
	Iteration 44Q: 3 clusters Score -5422730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5422734.000000 Penalty: 5341.283691
	Iteration 45Q: 3 clusters Score -5422734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5422736.500000 Penalty: 5341.283691
	Iteration 46Q: 3 clusters Score -5422736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5422739.000000 Penalty: 5341.283691
	Iteration 47Q: 3 clusters Score -5422739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5422739.500000 Penalty: 5341.283691
	Iteration 48Q: 3 clusters Score -5422740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5422741.000000 Penalty: 5341.283691
	Iteration 49Q: 3 clusters Score -5422741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5422740.500000 Penalty: 5341.283691
	Iteration 50Q: 3 clusters Score -5422740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5422740.500000 Penalty: 5341.283691
	Iteration 51Q: 3 clusters Score -5422740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -5422751.500000 Penalty: 5341.283691
	Iteration 52Q: 3 clusters Score -5422752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5422748.500000 Penalty: 5341.283691
	Iteration 53Q: 3 clusters Score -5422748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -5422767.500000 Penalty: 5341.283691
	Iteration 54Q: 3 clusters Score -5422768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5422772.500000 Penalty: 5341.283691
	Iteration 55Q: 3 clusters Score -5422772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5422779.500000 Penalty: 5341.283691
	Iteration 56Q: 3 clusters Score -5422780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5422784.000000 Penalty: 5341.283691
	Iteration 57Q: 3 clusters Score -5422784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5422784.000000 Penalty: 5341.283691
	Iteration 58Q: 3 clusters Score -5422784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5422787.000000 Penalty: 5341.283691
	Iteration 59Q: 3 clusters Score -5422787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5422782.500000 Penalty: 5341.283691
	Iteration 60F: 3 clusters Score -5422782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Entering Unmasked Estep 
Score: -6939230.500000 Penalty: 2722.923584
	Iteration 0F: 2 clusters Score -6939230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -6899932.500000 Penalty: 5445.847168
	Iteration 0F: 3 clusters Score -6899932 nChanged 27170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6914987.000000 Penalty: 5445.847168
	Iteration 1F: 3 clusters Score -6914987 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6915542.000000 Penalty: 5445.847168
	Iteration 2Q: 3 clusters Score -6915542 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6916199.000000 Penalty: 5445.847168
	Iteration 3Q: 3 clusters Score -6916199 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -6917013.000000 Penalty: 5445.847168
	Iteration 4Q: 3 clusters Score -6917013 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -6918055.000000 Penalty: 5445.847168
	Iteration 5Q: 3 clusters Score -6918055 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -6919243.500000 Penalty: 5445.847168
	Iteration 6Q: 3 clusters Score -6919244 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6920535.500000 Penalty: 5445.847168
	Iteration 7Q: 3 clusters Score -6920536 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6921928.000000 Penalty: 5445.847168
	Iteration 8Q: 3 clusters Score -6921928 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -6923411.000000 Penalty: 5445.847168
	Iteration 9Q: 3 clusters Score -6923411 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -6924882.500000 Penalty: 5445.847168
	Iteration 10Q: 3 clusters Score -6924882 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -6926402.500000 Penalty: 5445.847168
	Iteration 11Q: 3 clusters Score -6926402 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6927957.500000 Penalty: 5445.847168
	Iteration 12Q: 3 clusters Score -6927958 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -6929609.000000 Penalty: 5445.847168
	Iteration 13Q: 3 clusters Score -6929609 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -6931277.500000 Penalty: 5445.847168
	Iteration 14Q: 3 clusters Score -6931278 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6932826.000000 Penalty: 5445.847168
	Iteration 15Q: 3 clusters Score -6932826 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -6934045.000000 Penalty: 5445.847168
	Iteration 16Q: 3 clusters Score -6934045 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -6934993.500000 Penalty: 5445.847168
	Iteration 17Q: 3 clusters Score -6934994 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -6935618.000000 Penalty: 5445.847168
	Iteration 18Q: 3 clusters Score -6935618 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6936021.500000 Penalty: 5445.847168
	Iteration 19Q: 3 clusters Score -6936022 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6936270.000000 Penalty: 5445.847168
	Iteration 20F: 3 clusters Score -6936270 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -6936470.500000 Penalty: 5445.847168
	Iteration 21Q: 3 clusters Score -6936470 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -6936590.500000 Penalty: 5445.847168
	Iteration 22Q: 3 clusters Score -6936590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6936712.000000 Penalty: 5445.847168
	Iteration 23Q: 3 clusters Score -6936712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -6936808.000000 Penalty: 5445.847168
	Iteration 24Q: 3 clusters Score -6936808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -6936869.500000 Penalty: 5445.847168
	Iteration 25Q: 3 clusters Score -6936870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -6936892.000000 Penalty: 5445.847168
	Iteration 26Q: 3 clusters Score -6936892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -6936916.500000 Penalty: 5445.847168
	Iteration 27Q: 3 clusters Score -6936916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -6936939.000000 Penalty: 5445.847168
	Iteration 28Q: 3 clusters Score -6936939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6936949.500000 Penalty: 5445.847168
	Iteration 29Q: 3 clusters Score -6936950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6936962.500000 Penalty: 5445.847168
	Iteration 30Q: 3 clusters Score -6936962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -6936966.500000 Penalty: 5445.847168
	Iteration 31Q: 3 clusters Score -6936966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -6936971.500000 Penalty: 5445.847168
	Iteration 32Q: 3 clusters Score -6936972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -6936971.500000 Penalty: 5445.847168
	Iteration 33Q: 3 clusters Score -6936972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -6936973.500000 Penalty: 5445.847168
	Iteration 34Q: 3 clusters Score -6936974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -6936976.000000 Penalty: 5445.847168
	Iteration 35Q: 3 clusters Score -6936976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -6936971.000000 Penalty: 5445.847168
	Iteration 36Q: 3 clusters Score -6936971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -6936978.000000 Penalty: 5445.847168
	Iteration 37Q: 3 clusters Score -6936978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6936989.500000 Penalty: 5445.847168
	Iteration 38Q: 3 clusters Score -6936990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -6936992.000000 Penalty: 5445.847168
	Iteration 39Q: 3 clusters Score -6936992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -6936990.000000 Penalty: 5445.847168
	Iteration 40F: 3 clusters Score -6936990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -6936996.500000 Penalty: 5445.847168
	Iteration 41Q: 3 clusters Score -6936996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -6936999.500000 Penalty: 5445.847168
	Iteration 42Q: 3 clusters Score -6937000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -6936998.500000 Penalty: 5445.847168
	Iteration 43Q: 3 clusters Score -6936998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -6937010.000000 Penalty: 5445.847168
	Iteration 44Q: 3 clusters Score -6937010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 58152 members 
Entering Unmasked Estep 
Score: -6937011.000000 Penalty: 5445.847168
	Iteration 45Q: 3 clusters Score -6937011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -6937020.500000 Penalty: 5445.847168
	Iteration 46Q: 3 clusters Score -6937020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -6937019.500000 Penalty: 5445.847168
	Iteration 47Q: 3 clusters Score -6937020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -6937020.500000 Penalty: 5445.847168
	Iteration 48Q: 3 clusters Score -6937020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -6937020.500000 Penalty: 5445.847168
	Iteration 49F: 3 clusters Score -6937020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Entering Unmasked Estep 
Score: -9658853.000000 Penalty: 2803.622314
	Iteration 0F: 2 clusters Score -9658853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -9604201.000000 Penalty: 5607.244629
	Iteration 0F: 3 clusters Score -9604201 nChanged 38241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -9626024.000000 Penalty: 5607.244629
	Iteration 1F: 3 clusters Score -9626024 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -9627067.000000 Penalty: 5607.244629
	Iteration 2Q: 3 clusters Score -9627067 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -9628411.000000 Penalty: 5607.244629
	Iteration 3Q: 3 clusters Score -9628411 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -9631054.000000 Penalty: 5607.244629
	Iteration 4F: 3 clusters Score -9631054 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -9635586.000000 Penalty: 5607.244629
	Iteration 5F: 3 clusters Score -9635586 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -9642304.000000 Penalty: 5607.244629
	Iteration 6F: 3 clusters Score -9642304 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -9649514.000000 Penalty: 5607.244629
	Iteration 7F: 3 clusters Score -9649514 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9653850.000000 Penalty: 5607.244629
	Iteration 8F: 3 clusters Score -9653850 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9655540.000000 Penalty: 5607.244629
	Iteration 9Q: 3 clusters Score -9655540 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9656055.000000 Penalty: 5607.244629
	Iteration 10Q: 3 clusters Score -9656055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9656208.000000 Penalty: 5607.244629
	Iteration 11Q: 3 clusters Score -9656208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9656277.000000 Penalty: 5607.244629
	Iteration 12Q: 3 clusters Score -9656277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9656304.000000 Penalty: 5607.244629
	Iteration 13Q: 3 clusters Score -9656304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9656337.000000 Penalty: 5607.244629
	Iteration 14Q: 3 clusters Score -9656337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9656344.000000 Penalty: 5607.244629
	Iteration 15Q: 3 clusters Score -9656344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9656345.000000 Penalty: 5607.244629
	Iteration 16Q: 3 clusters Score -9656345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9656349.000000 Penalty: 5607.244629
	Iteration 17Q: 3 clusters Score -9656349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9656355.000000 Penalty: 5607.244629
	Iteration 18Q: 3 clusters Score -9656355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9656355.000000 Penalty: 5607.244629
	Iteration 19F: 3 clusters Score -9656355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -141580.640625 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -141580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139483.500000 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -139483.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139833.171875 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -139833.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139915.656250 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -139915.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139957.468750 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -139957.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139993.812500 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -139993.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140034.015625 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -140034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140107.015625 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -140107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140170.609375 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -140170.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140267.468750 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -140267.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140430.781250 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -140430.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140605.937500 Penalty: 3547.913818
	Iteration 10F: 3 clusters Score -140605.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140792.593750 Penalty: 3547.913818
	Iteration 11F: 3 clusters Score -140792.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -140963.500000 Penalty: 3547.913818
	Iteration 12F: 3 clusters Score -140963.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141177.656250 Penalty: 3547.913818
	Iteration 13F: 3 clusters Score -141177.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141315.031250 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -141315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -141415.531250 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -141415.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -141482.453125 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -141482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -141526.093750 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -141526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -141578.546875 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -141578.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -141630.046875 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -141630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -141641.296875 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -141641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -141643.828125 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -141643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -141643.828125 Penalty: 3547.913818
	Iteration 22F: 3 clusters Score -141643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94350 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 81221 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65567 members 
Entering Unmasked Estep 
Score: -118055056.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118056808.000000 to -118055056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Entering Unmasked Estep 
Score: -5676935.000000 Penalty: 2671.480713
	Iteration 0F: 2 clusters Score -5676935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5644910.000000 Penalty: 5342.961426
	Iteration 0F: 3 clusters Score -5644910 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -5657116.000000 Penalty: 5342.961426
	Iteration 1F: 3 clusters Score -5657116 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -5657853.000000 Penalty: 5342.961426
	Iteration 2Q: 3 clusters Score -5657853 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5658831.000000 Penalty: 5342.961426
	Iteration 3Q: 3 clusters Score -5658831 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5660090.000000 Penalty: 5342.961426
	Iteration 4F: 3 clusters Score -5660090 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5661736.500000 Penalty: 5342.961426
	Iteration 5F: 3 clusters Score -5661736 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5663781.000000 Penalty: 5342.961426
	Iteration 6F: 3 clusters Score -5663781 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5666191.500000 Penalty: 5342.961426
	Iteration 7F: 3 clusters Score -5666192 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5668480.500000 Penalty: 5342.961426
	Iteration 8F: 3 clusters Score -5668480 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -5670451.500000 Penalty: 5342.961426
	Iteration 9F: 3 clusters Score -5670452 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -5671900.500000 Penalty: 5342.961426
	Iteration 10Q: 3 clusters Score -5671900 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5672772.500000 Penalty: 5342.961426
	Iteration 11Q: 3 clusters Score -5672772 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -5673207.000000 Penalty: 5342.961426
	Iteration 12Q: 3 clusters Score -5673207 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5673534.000000 Penalty: 5342.961426
	Iteration 13Q: 3 clusters Score -5673534 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5673755.000000 Penalty: 5342.961426
	Iteration 14Q: 3 clusters Score -5673755 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5673948.500000 Penalty: 5342.961426
	Iteration 15Q: 3 clusters Score -5673948 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5674128.500000 Penalty: 5342.961426
	Iteration 16Q: 3 clusters Score -5674128 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5674302.000000 Penalty: 5342.961426
	Iteration 17Q: 3 clusters Score -5674302 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5674459.000000 Penalty: 5342.961426
	Iteration 18Q: 3 clusters Score -5674459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5674608.000000 Penalty: 5342.961426
	Iteration 19Q: 3 clusters Score -5674608 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5674731.000000 Penalty: 5342.961426
	Iteration 20F: 3 clusters Score -5674731 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5674857.500000 Penalty: 5342.961426
	Iteration 21Q: 3 clusters Score -5674858 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5674951.500000 Penalty: 5342.961426
	Iteration 22Q: 3 clusters Score -5674952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5675030.000000 Penalty: 5342.961426
	Iteration 23Q: 3 clusters Score -5675030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5675105.500000 Penalty: 5342.961426
	Iteration 24Q: 3 clusters Score -5675106 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5675173.500000 Penalty: 5342.961426
	Iteration 25Q: 3 clusters Score -5675174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5675239.000000 Penalty: 5342.961426
	Iteration 26Q: 3 clusters Score -5675239 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5675280.000000 Penalty: 5342.961426
	Iteration 27Q: 3 clusters Score -5675280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5675313.500000 Penalty: 5342.961426
	Iteration 28Q: 3 clusters Score -5675314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5675347.500000 Penalty: 5342.961426
	Iteration 29Q: 3 clusters Score -5675348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5675405.000000 Penalty: 5342.961426
	Iteration 30Q: 3 clusters Score -5675405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5675431.000000 Penalty: 5342.961426
	Iteration 31Q: 3 clusters Score -5675431 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5675471.000000 Penalty: 5342.961426
	Iteration 32Q: 3 clusters Score -5675471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5675505.500000 Penalty: 5342.961426
	Iteration 33Q: 3 clusters Score -5675506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5675510.500000 Penalty: 5342.961426
	Iteration 34Q: 3 clusters Score -5675510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5675525.500000 Penalty: 5342.961426
	Iteration 35Q: 3 clusters Score -5675526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5675547.000000 Penalty: 5342.961426
	Iteration 36Q: 3 clusters Score -5675547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5675546.000000 Penalty: 5342.961426
	Iteration 37Q: 3 clusters Score -5675546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5675565.000000 Penalty: 5342.961426
	Iteration 38Q: 3 clusters Score -5675565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5675561.500000 Penalty: 5342.961426
	Iteration 39Q: 3 clusters Score -5675562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5675576.500000 Penalty: 5342.961426
	Iteration 40F: 3 clusters Score -5675576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5675611.000000 Penalty: 5342.961426
	Iteration 41Q: 3 clusters Score -5675611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5675625.500000 Penalty: 5342.961426
	Iteration 42Q: 3 clusters Score -5675626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5675654.000000 Penalty: 5342.961426
	Iteration 43Q: 3 clusters Score -5675654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5675674.000000 Penalty: 5342.961426
	Iteration 44Q: 3 clusters Score -5675674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5675694.000000 Penalty: 5342.961426
	Iteration 45Q: 3 clusters Score -5675694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5675706.500000 Penalty: 5342.961426
	Iteration 46Q: 3 clusters Score -5675706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5675703.000000 Penalty: 5342.961426
	Iteration 47Q: 3 clusters Score -5675703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5675715.500000 Penalty: 5342.961426
	Iteration 48Q: 3 clusters Score -5675716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5675725.000000 Penalty: 5342.961426
	Iteration 49Q: 3 clusters Score -5675725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5675738.500000 Penalty: 5342.961426
	Iteration 50Q: 3 clusters Score -5675738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5675753.500000 Penalty: 5342.961426
	Iteration 51Q: 3 clusters Score -5675754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5675759.000000 Penalty: 5342.961426
	Iteration 52Q: 3 clusters Score -5675759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5675754.000000 Penalty: 5342.961426
	Iteration 53Q: 3 clusters Score -5675754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5675746.500000 Penalty: 5342.961426
	Iteration 54Q: 3 clusters Score -5675746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5675750.000000 Penalty: 5342.961426
	Iteration 55Q: 3 clusters Score -5675750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5675765.500000 Penalty: 5342.961426
	Iteration 56Q: 3 clusters Score -5675766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5675767.000000 Penalty: 5342.961426
	Iteration 57Q: 3 clusters Score -5675767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5675770.500000 Penalty: 5342.961426
	Iteration 58Q: 3 clusters Score -5675770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5675772.000000 Penalty: 5342.961426
	Iteration 59Q: 3 clusters Score -5675772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5675778.500000 Penalty: 5342.961426
	Iteration 60F: 3 clusters Score -5675778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5675786.000000 Penalty: 5342.961426
	Iteration 61Q: 3 clusters Score -5675786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5675778.500000 Penalty: 5342.961426
	Iteration 62Q: 3 clusters Score -5675778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5675781.500000 Penalty: 5342.961426
	Iteration 63Q: 3 clusters Score -5675782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5675780.000000 Penalty: 5342.961426
	Iteration 64Q: 3 clusters Score -5675780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5675773.500000 Penalty: 5342.961426
	Iteration 65Q: 3 clusters Score -5675774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5675784.000000 Penalty: 5342.961426
	Iteration 66Q: 3 clusters Score -5675784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5675784.500000 Penalty: 5342.961426
	Iteration 67Q: 3 clusters Score -5675784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5675782.500000 Penalty: 5342.961426
	Iteration 68Q: 3 clusters Score -5675782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5675779.000000 Penalty: 5342.961426
	Iteration 69Q: 3 clusters Score -5675779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5675775.500000 Penalty: 5342.961426
	Iteration 70Q: 3 clusters Score -5675776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5675785.500000 Penalty: 5342.961426
	Iteration 71Q: 3 clusters Score -5675786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5675780.500000 Penalty: 5342.961426
	Iteration 72Q: 3 clusters Score -5675780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5675790.000000 Penalty: 5342.961426
	Iteration 73Q: 3 clusters Score -5675790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5675796.500000 Penalty: 5342.961426
	Iteration 74Q: 3 clusters Score -5675796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5675802.500000 Penalty: 5342.961426
	Iteration 75Q: 3 clusters Score -5675802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5675819.000000 Penalty: 5342.961426
	Iteration 76Q: 3 clusters Score -5675819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5675812.000000 Penalty: 5342.961426
	Iteration 77Q: 3 clusters Score -5675812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5675814.000000 Penalty: 5342.961426
	Iteration 78Q: 3 clusters Score -5675814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5675812.000000 Penalty: 5342.961426
	Iteration 79Q: 3 clusters Score -5675812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5675832.000000 Penalty: 5342.961426
	Iteration 80F: 3 clusters Score -5675832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5675828.500000 Penalty: 5342.961426
	Iteration 81Q: 3 clusters Score -5675828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5675830.000000 Penalty: 5342.961426
	Iteration 82Q: 3 clusters Score -5675830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5675827.500000 Penalty: 5342.961426
	Iteration 83Q: 3 clusters Score -5675828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5675823.500000 Penalty: 5342.961426
	Iteration 84Q: 3 clusters Score -5675824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5675828.000000 Penalty: 5342.961426
	Iteration 85Q: 3 clusters Score -5675828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5675839.500000 Penalty: 5342.961426
	Iteration 86Q: 3 clusters Score -5675840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5675852.500000 Penalty: 5342.961426
	Iteration 87Q: 3 clusters Score -5675852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5675853.000000 Penalty: 5342.961426
	Iteration 88Q: 3 clusters Score -5675853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5675859.500000 Penalty: 5342.961426
	Iteration 89Q: 3 clusters Score -5675860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5675869.000000 Penalty: 5342.961426
	Iteration 90Q: 3 clusters Score -5675869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5675878.000000 Penalty: 5342.961426
	Iteration 91Q: 3 clusters Score -5675878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5675880.500000 Penalty: 5342.961426
	Iteration 92Q: 3 clusters Score -5675880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5675903.000000 Penalty: 5342.961426
	Iteration 93Q: 3 clusters Score -5675903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5675926.500000 Penalty: 5342.961426
	Iteration 94Q: 3 clusters Score -5675926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5675944.000000 Penalty: 5342.961426
	Iteration 95Q: 3 clusters Score -5675944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5675986.000000 Penalty: 5342.961426
	Iteration 96Q: 3 clusters Score -5675986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5676006.500000 Penalty: 5342.961426
	Iteration 97Q: 3 clusters Score -5676006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5676017.000000 Penalty: 5342.961426
	Iteration 98Q: 3 clusters Score -5676017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5676040.500000 Penalty: 5342.961426
	Iteration 99Q: 3 clusters Score -5676040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5676047.000000 Penalty: 5342.961426
	Iteration 100F: 3 clusters Score -5676047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5676050.000000 Penalty: 5342.961426
	Iteration 101Q: 3 clusters Score -5676050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5676053.500000 Penalty: 5342.961426
	Iteration 102Q: 3 clusters Score -5676054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5676066.000000 Penalty: 5342.961426
	Iteration 103Q: 3 clusters Score -5676066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5676082.000000 Penalty: 5342.961426
	Iteration 104Q: 3 clusters Score -5676082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5676094.000000 Penalty: 5342.961426
	Iteration 105Q: 3 clusters Score -5676094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5676095.500000 Penalty: 5342.961426
	Iteration 106Q: 3 clusters Score -5676096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5676108.500000 Penalty: 5342.961426
	Iteration 107Q: 3 clusters Score -5676108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5676112.500000 Penalty: 5342.961426
	Iteration 108Q: 3 clusters Score -5676112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5676105.500000 Penalty: 5342.961426
	Iteration 109Q: 3 clusters Score -5676106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5676116.000000 Penalty: 5342.961426
	Iteration 110Q: 3 clusters Score -5676116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5676111.500000 Penalty: 5342.961426
	Iteration 111Q: 3 clusters Score -5676112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5676117.500000 Penalty: 5342.961426
	Iteration 112Q: 3 clusters Score -5676118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5676131.500000 Penalty: 5342.961426
	Iteration 113Q: 3 clusters Score -5676132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5676135.500000 Penalty: 5342.961426
	Iteration 114Q: 3 clusters Score -5676136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5676139.500000 Penalty: 5342.961426
	Iteration 115Q: 3 clusters Score -5676140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5676155.000000 Penalty: 5342.961426
	Iteration 116Q: 3 clusters Score -5676155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5676164.000000 Penalty: 5342.961426
	Iteration 117Q: 3 clusters Score -5676164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5676157.000000 Penalty: 5342.961426
	Iteration 118Q: 3 clusters Score -5676157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5676164.500000 Penalty: 5342.961426
	Iteration 119Q: 3 clusters Score -5676164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5676175.500000 Penalty: 5342.961426
	Iteration 120F: 3 clusters Score -5676176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5676183.500000 Penalty: 5342.961426
	Iteration 121Q: 3 clusters Score -5676184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5676186.500000 Penalty: 5342.961426
	Iteration 122Q: 3 clusters Score -5676186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5676187.000000 Penalty: 5342.961426
	Iteration 123Q: 3 clusters Score -5676187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5676193.500000 Penalty: 5342.961426
	Iteration 124Q: 3 clusters Score -5676194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5676192.000000 Penalty: 5342.961426
	Iteration 125Q: 3 clusters Score -5676192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5676191.500000 Penalty: 5342.961426
	Iteration 126Q: 3 clusters Score -5676192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5676191.500000 Penalty: 5342.961426
	Iteration 127Q: 3 clusters Score -5676192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5676186.000000 Penalty: 5342.961426
	Iteration 128Q: 3 clusters Score -5676186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5676193.000000 Penalty: 5342.961426
	Iteration 129Q: 3 clusters Score -5676193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5676186.500000 Penalty: 5342.961426
	Iteration 130Q: 3 clusters Score -5676186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5676184.500000 Penalty: 5342.961426
	Iteration 131Q: 3 clusters Score -5676184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5676184.500000 Penalty: 5342.961426
	Iteration 132F: 3 clusters Score -5676184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Entering Unmasked Estep 
Score: -2538195.750000 Penalty: 2478.118652
	Iteration 0F: 2 clusters Score -2538196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2522964.500000 Penalty: 4956.237305
	Iteration 0F: 3 clusters Score -2522964 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2528321.750000 Penalty: 4956.237305
	Iteration 1F: 3 clusters Score -2528322 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2528947.250000 Penalty: 4956.237305
	Iteration 2F: 3 clusters Score -2528947 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2529699.750000 Penalty: 4956.237305
	Iteration 3F: 3 clusters Score -2529700 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2530610.000000 Penalty: 4956.237305
	Iteration 4F: 3 clusters Score -2530610 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2531698.500000 Penalty: 4956.237305
	Iteration 5F: 3 clusters Score -2531698 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2532780.500000 Penalty: 4956.237305
	Iteration 6F: 3 clusters Score -2532780 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2533767.250000 Penalty: 4956.237305
	Iteration 7F: 3 clusters Score -2533767 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2534609.250000 Penalty: 4956.237305
	Iteration 8F: 3 clusters Score -2534609 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2535387.500000 Penalty: 4956.237305
	Iteration 9Q: 3 clusters Score -2535388 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2536091.500000 Penalty: 4956.237305
	Iteration 10Q: 3 clusters Score -2536092 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2536681.250000 Penalty: 4956.237305
	Iteration 11Q: 3 clusters Score -2536681 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2537188.500000 Penalty: 4956.237305
	Iteration 12Q: 3 clusters Score -2537188 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2537734.250000 Penalty: 4956.237305
	Iteration 13Q: 3 clusters Score -2537734 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2538322.000000 Penalty: 4956.237305
	Iteration 14Q: 3 clusters Score -2538322 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2538702.000000 Penalty: 4956.237305
	Iteration 15Q: 3 clusters Score -2538702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2538818.000000 Penalty: 4956.237305
	Iteration 16Q: 3 clusters Score -2538818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2538838.500000 Penalty: 4956.237305
	Iteration 17Q: 3 clusters Score -2538838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2538844.000000 Penalty: 4956.237305
	Iteration 18Q: 3 clusters Score -2538844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2538848.000000 Penalty: 4956.237305
	Iteration 19Q: 3 clusters Score -2538848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2538846.000000 Penalty: 4956.237305
	Iteration 20F: 3 clusters Score -2538846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2538845.750000 Penalty: 4956.237305
	Iteration 21Q: 3 clusters Score -2538846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2538845.750000 Penalty: 4956.237305
	Iteration 22F: 3 clusters Score -2538846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94350 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 5 contains 19174 members 
Mstep: Class 6 contains 81221 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65567 members 
Entering Unmasked Estep 
Score: -118056408.000000 Penalty: 58326.246094
Splitting cluster 11 changes total score from -118056808.000000 to -118056408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (226461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226461 members 
Entering Unmasked Estep 
Score: -26584562.000000 Penalty: 3057.921387
	Iteration 0F: 2 clusters Score -2.658456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112973 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -26442436.000000 Penalty: 6115.842773
	Iteration 0F: 3 clusters Score -2.644244e+07 nChanged 109172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 117948 members 
Entering Unmasked Estep 
Score: -26506290.000000 Penalty: 6115.842773
	Iteration 1F: 3 clusters Score -2.650629e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -26507758.000000 Penalty: 6115.842773
	Iteration 2Q: 3 clusters Score -2.650776e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 125015 members 
Entering Unmasked Estep 
Score: -26509624.000000 Penalty: 6115.842773
	Iteration 3Q: 3 clusters Score -2.650962e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 131800 members 
Entering Unmasked Estep 
Score: -26512644.000000 Penalty: 6115.842773
	Iteration 4Q: 3 clusters Score -2.651264e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -26518402.000000 Penalty: 6115.842773
	Iteration 5Q: 3 clusters Score -2.65184e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -26528040.000000 Penalty: 6115.842773
	Iteration 6F: 3 clusters Score -2.652804e+07 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -26541458.000000 Penalty: 6115.842773
	Iteration 7F: 3 clusters Score -2.654146e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 190759 members 
Entering Unmasked Estep 
Score: -26554774.000000 Penalty: 6115.842773
	Iteration 8F: 3 clusters Score -2.655477e+07 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 204471 members 
Entering Unmasked Estep 
Score: -26564920.000000 Penalty: 6115.842773
	Iteration 9F: 3 clusters Score -2.656492e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 213241 members 
Entering Unmasked Estep 
Score: -26571380.000000 Penalty: 6115.842773
	Iteration 10Q: 3 clusters Score -2.657138e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 218501 members 
Entering Unmasked Estep 
Score: -26575304.000000 Penalty: 6115.842773
	Iteration 11Q: 3 clusters Score -2.65753e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 221650 members 
Entering Unmasked Estep 
Score: -26577862.000000 Penalty: 6115.842773
	Iteration 12Q: 3 clusters Score -2.657786e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 223576 members 
Entering Unmasked Estep 
Score: -26579470.000000 Penalty: 6115.842773
	Iteration 13Q: 3 clusters Score -2.657947e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 224627 members 
Entering Unmasked Estep 
Score: -26580340.000000 Penalty: 6115.842773
	Iteration 14Q: 3 clusters Score -2.658034e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 225219 members 
Entering Unmasked Estep 
Score: -26580886.000000 Penalty: 6115.842773
	Iteration 15Q: 3 clusters Score -2.658089e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 225536 members 
Entering Unmasked Estep 
Score: -26581206.000000 Penalty: 6115.842773
	Iteration 16Q: 3 clusters Score -2.658121e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 225717 members 
Entering Unmasked Estep 
Score: -26581368.000000 Penalty: 6115.842773
	Iteration 17Q: 3 clusters Score -2.658137e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 225816 members 
Entering Unmasked Estep 
Score: -26581508.000000 Penalty: 6115.842773
	Iteration 18Q: 3 clusters Score -2.658151e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 225882 members 
Entering Unmasked Estep 
Score: -26581576.000000 Penalty: 6115.842773
	Iteration 19Q: 3 clusters Score -2.658158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 225922 members 
Entering Unmasked Estep 
Score: -26581566.000000 Penalty: 6115.842773
	Iteration 20F: 3 clusters Score -2.658157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 225943 members 
Entering Unmasked Estep 
Score: -26581618.000000 Penalty: 6115.842773
	Iteration 21Q: 3 clusters Score -2.658162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 225965 members 
Entering Unmasked Estep 
Score: -26581638.000000 Penalty: 6115.842773
	Iteration 22Q: 3 clusters Score -2.658164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 225985 members 
Entering Unmasked Estep 
Score: -26581670.000000 Penalty: 6115.842773
	Iteration 23Q: 3 clusters Score -2.658167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 225999 members 
Entering Unmasked Estep 
Score: -26581694.000000 Penalty: 6115.842773
	Iteration 24Q: 3 clusters Score -2.658169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 226008 members 
Entering Unmasked Estep 
Score: -26581682.000000 Penalty: 6115.842773
	Iteration 25Q: 3 clusters Score -2.658168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 226013 members 
Entering Unmasked Estep 
Score: -26581674.000000 Penalty: 6115.842773
	Iteration 26Q: 3 clusters Score -2.658167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 226020 members 
Entering Unmasked Estep 
Score: -26581698.000000 Penalty: 6115.842773
	Iteration 27Q: 3 clusters Score -2.65817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 226028 members 
Entering Unmasked Estep 
Score: -26581706.000000 Penalty: 6115.842773
	Iteration 28Q: 3 clusters Score -2.658171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 226032 members 
Entering Unmasked Estep 
Score: -26581722.000000 Penalty: 6115.842773
	Iteration 29Q: 3 clusters Score -2.658172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 226032 members 
Entering Unmasked Estep 
Score: -26581720.000000 Penalty: 6115.842773
	Iteration 30Q: 3 clusters Score -2.658172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -26581740.000000 Penalty: 6115.842773
	Iteration 31Q: 3 clusters Score -2.658174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -26581740.000000 Penalty: 6115.842773
	Iteration 32F: 3 clusters Score -2.658174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Entering Unmasked Estep 
Score: -19954032.000000 Penalty: 2985.110596
	Iteration 0F: 2 clusters Score -1.995403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -19844212.000000 Penalty: 5970.221191
	Iteration 0F: 3 clusters Score -1.984421e+07 nChanged 80613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -19890910.000000 Penalty: 5970.221191
	Iteration 1F: 3 clusters Score -1.989091e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -19892182.000000 Penalty: 5970.221191
	Iteration 2Q: 3 clusters Score -1.989218e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -19894306.000000 Penalty: 5970.221191
	Iteration 3Q: 3 clusters Score -1.989431e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -19897446.000000 Penalty: 5970.221191
	Iteration 4Q: 3 clusters Score -1.989745e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -19902168.000000 Penalty: 5970.221191
	Iteration 5F: 3 clusters Score -1.990217e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -19908926.000000 Penalty: 5970.221191
	Iteration 6F: 3 clusters Score -1.990893e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -19918438.000000 Penalty: 5970.221191
	Iteration 7F: 3 clusters Score -1.991844e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -19930422.000000 Penalty: 5970.221191
	Iteration 8F: 3 clusters Score -1.993042e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -19938796.000000 Penalty: 5970.221191
	Iteration 9F: 3 clusters Score -1.99388e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -19941728.000000 Penalty: 5970.221191
	Iteration 10Q: 3 clusters Score -1.994173e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 121497 members 
Entering Unmasked Estep 
Score: -19943002.000000 Penalty: 5970.221191
	Iteration 11Q: 3 clusters Score -1.9943e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -19943732.000000 Penalty: 5970.221191
	Iteration 12Q: 3 clusters Score -1.994373e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -19944442.000000 Penalty: 5970.221191
	Iteration 13Q: 3 clusters Score -1.994444e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 127828 members 
Entering Unmasked Estep 
Score: -19945100.000000 Penalty: 5970.221191
	Iteration 14Q: 3 clusters Score -1.99451e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -19945668.000000 Penalty: 5970.221191
	Iteration 15Q: 3 clusters Score -1.994567e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -19946188.000000 Penalty: 5970.221191
	Iteration 16Q: 3 clusters Score -1.994619e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -19946666.000000 Penalty: 5970.221191
	Iteration 17Q: 3 clusters Score -1.994667e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 135246 members 
Entering Unmasked Estep 
Score: -19947092.000000 Penalty: 5970.221191
	Iteration 18Q: 3 clusters Score -1.994709e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -19947516.000000 Penalty: 5970.221191
	Iteration 19Q: 3 clusters Score -1.994752e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 138681 members 
Entering Unmasked Estep 
Score: -19947958.000000 Penalty: 5970.221191
	Iteration 20F: 3 clusters Score -1.994796e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -19948372.000000 Penalty: 5970.221191
	Iteration 21Q: 3 clusters Score -1.994837e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -19948666.000000 Penalty: 5970.221191
	Iteration 22Q: 3 clusters Score -1.994867e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -19949126.000000 Penalty: 5970.221191
	Iteration 23Q: 3 clusters Score -1.994913e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 145409 members 
Entering Unmasked Estep 
Score: -19949474.000000 Penalty: 5970.221191
	Iteration 24Q: 3 clusters Score -1.994947e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -19949920.000000 Penalty: 5970.221191
	Iteration 25Q: 3 clusters Score -1.994992e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 148596 members 
Entering Unmasked Estep 
Score: -19950310.000000 Penalty: 5970.221191
	Iteration 26Q: 3 clusters Score -1.995031e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 150056 members 
Entering Unmasked Estep 
Score: -19950580.000000 Penalty: 5970.221191
	Iteration 27Q: 3 clusters Score -1.995058e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 151417 members 
Entering Unmasked Estep 
Score: -19950882.000000 Penalty: 5970.221191
	Iteration 28Q: 3 clusters Score -1.995088e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -19951096.000000 Penalty: 5970.221191
	Iteration 29Q: 3 clusters Score -1.99511e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -19951376.000000 Penalty: 5970.221191
	Iteration 30Q: 3 clusters Score -1.995138e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -19951694.000000 Penalty: 5970.221191
	Iteration 31Q: 3 clusters Score -1.995169e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -19951814.000000 Penalty: 5970.221191
	Iteration 32Q: 3 clusters Score -1.995181e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -19951954.000000 Penalty: 5970.221191
	Iteration 33Q: 3 clusters Score -1.995195e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -19952182.000000 Penalty: 5970.221191
	Iteration 34Q: 3 clusters Score -1.995218e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -19952288.000000 Penalty: 5970.221191
	Iteration 35Q: 3 clusters Score -1.995229e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -19952398.000000 Penalty: 5970.221191
	Iteration 36Q: 3 clusters Score -1.99524e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 160110 members 
Entering Unmasked Estep 
Score: -19952460.000000 Penalty: 5970.221191
	Iteration 37Q: 3 clusters Score -1.995246e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -19952484.000000 Penalty: 5970.221191
	Iteration 38Q: 3 clusters Score -1.995248e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -19952544.000000 Penalty: 5970.221191
	Iteration 39Q: 3 clusters Score -1.995254e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -19952540.000000 Penalty: 5970.221191
	Iteration 40F: 3 clusters Score -1.995254e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -19952600.000000 Penalty: 5970.221191
	Iteration 41Q: 3 clusters Score -1.99526e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 162641 members 
Entering Unmasked Estep 
Score: -19952628.000000 Penalty: 5970.221191
	Iteration 42Q: 3 clusters Score -1.995263e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -19952714.000000 Penalty: 5970.221191
	Iteration 43Q: 3 clusters Score -1.995271e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -19952724.000000 Penalty: 5970.221191
	Iteration 44Q: 3 clusters Score -1.995272e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -19952810.000000 Penalty: 5970.221191
	Iteration 45Q: 3 clusters Score -1.995281e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -19952832.000000 Penalty: 5970.221191
	Iteration 46Q: 3 clusters Score -1.995283e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -19952916.000000 Penalty: 5970.221191
	Iteration 47Q: 3 clusters Score -1.995292e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 164361 members 
Entering Unmasked Estep 
Score: -19952906.000000 Penalty: 5970.221191
	Iteration 48Q: 3 clusters Score -1.995291e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -19952884.000000 Penalty: 5970.221191
	Iteration 49Q: 3 clusters Score -1.995288e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 164697 members 
Entering Unmasked Estep 
Score: -19952908.000000 Penalty: 5970.221191
	Iteration 50Q: 3 clusters Score -1.995291e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -19952924.000000 Penalty: 5970.221191
	Iteration 51Q: 3 clusters Score -1.995292e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -19952908.000000 Penalty: 5970.221191
	Iteration 52Q: 3 clusters Score -1.995291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -19952916.000000 Penalty: 5970.221191
	Iteration 53Q: 3 clusters Score -1.995292e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 165189 members 
Entering Unmasked Estep 
Score: -19952954.000000 Penalty: 5970.221191
	Iteration 54Q: 3 clusters Score -1.995295e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -19952922.000000 Penalty: 5970.221191
	Iteration 55Q: 3 clusters Score -1.995292e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 165392 members 
Entering Unmasked Estep 
Score: -19952914.000000 Penalty: 5970.221191
	Iteration 56Q: 3 clusters Score -1.995291e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -19952950.000000 Penalty: 5970.221191
	Iteration 57Q: 3 clusters Score -1.995295e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -19952954.000000 Penalty: 5970.221191
	Iteration 58Q: 3 clusters Score -1.995295e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -19952942.000000 Penalty: 5970.221191
	Iteration 59Q: 3 clusters Score -1.995294e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 165723 members 
Entering Unmasked Estep 
Score: -19952928.000000 Penalty: 5970.221191
	Iteration 60F: 3 clusters Score -1.995293e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -19952898.000000 Penalty: 5970.221191
	Iteration 61Q: 3 clusters Score -1.99529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -19952918.000000 Penalty: 5970.221191
	Iteration 62Q: 3 clusters Score -1.995292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 165854 members 
Entering Unmasked Estep 
Score: -19952916.000000 Penalty: 5970.221191
	Iteration 63Q: 3 clusters Score -1.995292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 165890 members 
Entering Unmasked Estep 
Score: -19952898.000000 Penalty: 5970.221191
	Iteration 64Q: 3 clusters Score -1.99529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -19952902.000000 Penalty: 5970.221191
	Iteration 65Q: 3 clusters Score -1.99529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 165938 members 
Entering Unmasked Estep 
Score: -19952922.000000 Penalty: 5970.221191
	Iteration 66Q: 3 clusters Score -1.995292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 165961 members 
Entering Unmasked Estep 
Score: -19952946.000000 Penalty: 5970.221191
	Iteration 67Q: 3 clusters Score -1.995295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -19952952.000000 Penalty: 5970.221191
	Iteration 68Q: 3 clusters Score -1.995295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -19952944.000000 Penalty: 5970.221191
	Iteration 69Q: 3 clusters Score -1.995294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 165996 members 
Entering Unmasked Estep 
Score: -19952938.000000 Penalty: 5970.221191
	Iteration 70Q: 3 clusters Score -1.995294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -19952950.000000 Penalty: 5970.221191
	Iteration 71Q: 3 clusters Score -1.995295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -19952942.000000 Penalty: 5970.221191
	Iteration 72Q: 3 clusters Score -1.995294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 166016 members 
Entering Unmasked Estep 
Score: -19952948.000000 Penalty: 5970.221191
	Iteration 73Q: 3 clusters Score -1.995295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 166026 members 
Entering Unmasked Estep 
Score: -19952946.000000 Penalty: 5970.221191
	Iteration 74Q: 3 clusters Score -1.995295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -19952930.000000 Penalty: 5970.221191
	Iteration 75Q: 3 clusters Score -1.995293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19952920.000000 Penalty: 5970.221191
	Iteration 76Q: 3 clusters Score -1.995292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -19952926.000000 Penalty: 5970.221191
	Iteration 77Q: 3 clusters Score -1.995293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -19952922.000000 Penalty: 5970.221191
	Iteration 78Q: 3 clusters Score -1.995292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -19952920.000000 Penalty: 5970.221191
	Iteration 79Q: 3 clusters Score -1.995292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -19952936.000000 Penalty: 5970.221191
	Iteration 80F: 3 clusters Score -1.995294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -19952928.000000 Penalty: 5970.221191
	Iteration 81Q: 3 clusters Score -1.995293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 166072 members 
Entering Unmasked Estep 
Score: -19952930.000000 Penalty: 5970.221191
	Iteration 82Q: 3 clusters Score -1.995293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -19952940.000000 Penalty: 5970.221191
	Iteration 83Q: 3 clusters Score -1.995294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 166081 members 
Entering Unmasked Estep 
Score: -19952926.000000 Penalty: 5970.221191
	Iteration 84Q: 3 clusters Score -1.995293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -19952924.000000 Penalty: 5970.221191
	Iteration 85Q: 3 clusters Score -1.995292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 166084 members 
Entering Unmasked Estep 
Score: -19952930.000000 Penalty: 5970.221191
	Iteration 86Q: 3 clusters Score -1.995293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -19952918.000000 Penalty: 5970.221191
	Iteration 87Q: 3 clusters Score -1.995292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 166091 members 
Entering Unmasked Estep 
Score: -19952914.000000 Penalty: 5970.221191
	Iteration 88Q: 3 clusters Score -1.995291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -19952908.000000 Penalty: 5970.221191
	Iteration 89Q: 3 clusters Score -1.995291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -19952912.000000 Penalty: 5970.221191
	Iteration 90Q: 3 clusters Score -1.995291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -19952912.000000 Penalty: 5970.221191
	Iteration 91F: 3 clusters Score -1.995291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Entering Unmasked Estep 
Score: -22499486.000000 Penalty: 3013.769775
	Iteration 0F: 2 clusters Score -2.249949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -22386058.000000 Penalty: 6027.539551
	Iteration 0F: 3 clusters Score -2.238606e+07 nChanged 91118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -22438450.000000 Penalty: 6027.539551
	Iteration 1F: 3 clusters Score -2.243845e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -22439194.000000 Penalty: 6027.539551
	Iteration 2Q: 3 clusters Score -2.243919e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -22440002.000000 Penalty: 6027.539551
	Iteration 3Q: 3 clusters Score -2.244e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -22440894.000000 Penalty: 6027.539551
	Iteration 4Q: 3 clusters Score -2.244089e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -22442114.000000 Penalty: 6027.539551
	Iteration 5Q: 3 clusters Score -2.244211e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -22444618.000000 Penalty: 6027.539551
	Iteration 6Q: 3 clusters Score -2.244462e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -22449678.000000 Penalty: 6027.539551
	Iteration 7F: 3 clusters Score -2.244968e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -22458700.000000 Penalty: 6027.539551
	Iteration 8F: 3 clusters Score -2.24587e+07 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -22472016.000000 Penalty: 6027.539551
	Iteration 9F: 3 clusters Score -2.247202e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 165835 members 
Entering Unmasked Estep 
Score: -22485090.000000 Penalty: 6027.539551
	Iteration 10F: 3 clusters Score -2.248509e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -22493004.000000 Penalty: 6027.539551
	Iteration 11F: 3 clusters Score -2.2493e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -22495920.000000 Penalty: 6027.539551
	Iteration 12Q: 3 clusters Score -2.249592e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -22497048.000000 Penalty: 6027.539551
	Iteration 13Q: 3 clusters Score -2.249705e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -22497820.000000 Penalty: 6027.539551
	Iteration 14Q: 3 clusters Score -2.249782e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 187737 members 
Entering Unmasked Estep 
Score: -22498282.000000 Penalty: 6027.539551
	Iteration 15Q: 3 clusters Score -2.249828e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 187773 members 
Entering Unmasked Estep 
Score: -22498562.000000 Penalty: 6027.539551
	Iteration 16Q: 3 clusters Score -2.249856e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -22498700.000000 Penalty: 6027.539551
	Iteration 17Q: 3 clusters Score -2.24987e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 187708 members 
Entering Unmasked Estep 
Score: -22498884.000000 Penalty: 6027.539551
	Iteration 18Q: 3 clusters Score -2.249888e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 187687 members 
Entering Unmasked Estep 
Score: -22498958.000000 Penalty: 6027.539551
	Iteration 19Q: 3 clusters Score -2.249896e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 187676 members 
Entering Unmasked Estep 
Score: -22498966.000000 Penalty: 6027.539551
	Iteration 20F: 3 clusters Score -2.249897e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 187658 members 
Entering Unmasked Estep 
Score: -22498996.000000 Penalty: 6027.539551
	Iteration 21Q: 3 clusters Score -2.2499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 187640 members 
Entering Unmasked Estep 
Score: -22499000.000000 Penalty: 6027.539551
	Iteration 22Q: 3 clusters Score -2.2499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -22499072.000000 Penalty: 6027.539551
	Iteration 23Q: 3 clusters Score -2.249907e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -22499084.000000 Penalty: 6027.539551
	Iteration 24Q: 3 clusters Score -2.249908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -22499056.000000 Penalty: 6027.539551
	Iteration 25Q: 3 clusters Score -2.249906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 187628 members 
Entering Unmasked Estep 
Score: -22499060.000000 Penalty: 6027.539551
	Iteration 26Q: 3 clusters Score -2.249906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 187622 members 
Entering Unmasked Estep 
Score: -22499070.000000 Penalty: 6027.539551
	Iteration 27Q: 3 clusters Score -2.249907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 187614 members 
Entering Unmasked Estep 
Score: -22499068.000000 Penalty: 6027.539551
	Iteration 28Q: 3 clusters Score -2.249907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -22499084.000000 Penalty: 6027.539551
	Iteration 29Q: 3 clusters Score -2.249908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 187606 members 
Entering Unmasked Estep 
Score: -22499064.000000 Penalty: 6027.539551
	Iteration 30Q: 3 clusters Score -2.249906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 187601 members 
Entering Unmasked Estep 
Score: -22499080.000000 Penalty: 6027.539551
	Iteration 31Q: 3 clusters Score -2.249908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 187596 members 
Entering Unmasked Estep 
Score: -22499076.000000 Penalty: 6027.539551
	Iteration 32Q: 3 clusters Score -2.249908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 187591 members 
Entering Unmasked Estep 
Score: -22499082.000000 Penalty: 6027.539551
	Iteration 33Q: 3 clusters Score -2.249908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 187586 members 
Entering Unmasked Estep 
Score: -22499086.000000 Penalty: 6027.539551
	Iteration 34Q: 3 clusters Score -2.249909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 187578 members 
Entering Unmasked Estep 
Score: -22499082.000000 Penalty: 6027.539551
	Iteration 35Q: 3 clusters Score -2.249908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -22499094.000000 Penalty: 6027.539551
	Iteration 36Q: 3 clusters Score -2.249909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 187567 members 
Entering Unmasked Estep 
Score: -22499096.000000 Penalty: 6027.539551
	Iteration 37Q: 3 clusters Score -2.24991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 187568 members 
Entering Unmasked Estep 
Score: -22499086.000000 Penalty: 6027.539551
	Iteration 38Q: 3 clusters Score -2.249909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 187570 members 
Entering Unmasked Estep 
Score: -22499094.000000 Penalty: 6027.539551
	Iteration 39Q: 3 clusters Score -2.249909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 187575 members 
Entering Unmasked Estep 
Score: -22499108.000000 Penalty: 6027.539551
	Iteration 40F: 3 clusters Score -2.249911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 187574 members 
Entering Unmasked Estep 
Score: -22499096.000000 Penalty: 6027.539551
	Iteration 41Q: 3 clusters Score -2.24991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 187574 members 
Entering Unmasked Estep 
Score: -22499096.000000 Penalty: 6027.539551
	Iteration 42F: 3 clusters Score -2.24991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -317849.343750 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -317849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314809.968750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -314810 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -315391.656250 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -315391.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -315543.250000 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -315543.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315643.812500 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -315643.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315698.562500 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -315698.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -315729.500000 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -315729.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315748.000000 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -315748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -315771.500000 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -315771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -315791.093750 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -315791.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -315805.062500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -315805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315812.468750 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -315812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315816.218750 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -315816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -315818.593750 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -315818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -315818.843750 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -315818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -315821.093750 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -315821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315824.312500 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -315824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -315826.031250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -315826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -315832.062500 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -315832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315837.968750 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -315838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315840.406250 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -315840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -315842.906250 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -315842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -315845.093750 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -315845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315846.062500 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -315846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315846.062500 Penalty: 3928.000732
	Iteration 23F: 3 clusters Score -315846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -713233.062500 Penalty: 2164.770020
	Iteration 0F: 2 clusters Score -713233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -707965.812500 Penalty: 4329.540039
	Iteration 0F: 3 clusters Score -707965.8 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -709296.562500 Penalty: 4329.540039
	Iteration 1F: 3 clusters Score -709296.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -709555.937500 Penalty: 4329.540039
	Iteration 2F: 3 clusters Score -709555.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -709745.187500 Penalty: 4329.540039
	Iteration 3F: 3 clusters Score -709745.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -709885.125000 Penalty: 4329.540039
	Iteration 4Q: 3 clusters Score -709885.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -709983.250000 Penalty: 4329.540039
	Iteration 5Q: 3 clusters Score -709983.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -710073.562500 Penalty: 4329.540039
	Iteration 6Q: 3 clusters Score -710073.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -710155.875000 Penalty: 4329.540039
	Iteration 7Q: 3 clusters Score -710155.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -710224.562500 Penalty: 4329.540039
	Iteration 8Q: 3 clusters Score -710224.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -710287.812500 Penalty: 4329.540039
	Iteration 9Q: 3 clusters Score -710287.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -710375.437500 Penalty: 4329.540039
	Iteration 10Q: 3 clusters Score -710375.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -710487.250000 Penalty: 4329.540039
	Iteration 11Q: 3 clusters Score -710487.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -710593.437500 Penalty: 4329.540039
	Iteration 12Q: 3 clusters Score -710593.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -710693.812500 Penalty: 4329.540039
	Iteration 13Q: 3 clusters Score -710693.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -710808.750000 Penalty: 4329.540039
	Iteration 14Q: 3 clusters Score -710808.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -710922.875000 Penalty: 4329.540039
	Iteration 15Q: 3 clusters Score -710922.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -711012.812500 Penalty: 4329.540039
	Iteration 16Q: 3 clusters Score -711012.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -711089.187500 Penalty: 4329.540039
	Iteration 17Q: 3 clusters Score -711089.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -711159.562500 Penalty: 4329.540039
	Iteration 18Q: 3 clusters Score -711159.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -711215.187500 Penalty: 4329.540039
	Iteration 19Q: 3 clusters Score -711215.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -711247.750000 Penalty: 4329.540039
	Iteration 20F: 3 clusters Score -711247.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -711279.250000 Penalty: 4329.540039
	Iteration 21Q: 3 clusters Score -711279.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -711300.562500 Penalty: 4329.540039
	Iteration 22Q: 3 clusters Score -711300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -711315.750000 Penalty: 4329.540039
	Iteration 23Q: 3 clusters Score -711315.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -711332.812500 Penalty: 4329.540039
	Iteration 24Q: 3 clusters Score -711332.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -711343.937500 Penalty: 4329.540039
	Iteration 25Q: 3 clusters Score -711343.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -711356.875000 Penalty: 4329.540039
	Iteration 26Q: 3 clusters Score -711356.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -711370.062500 Penalty: 4329.540039
	Iteration 27Q: 3 clusters Score -711370.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -711379.437500 Penalty: 4329.540039
	Iteration 28Q: 3 clusters Score -711379.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -711389.375000 Penalty: 4329.540039
	Iteration 29Q: 3 clusters Score -711389.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -711400.437500 Penalty: 4329.540039
	Iteration 30Q: 3 clusters Score -711400.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -711413.937500 Penalty: 4329.540039
	Iteration 31Q: 3 clusters Score -711413.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -711423.937500 Penalty: 4329.540039
	Iteration 32Q: 3 clusters Score -711423.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -711437.625000 Penalty: 4329.540039
	Iteration 33Q: 3 clusters Score -711437.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -711448.187500 Penalty: 4329.540039
	Iteration 34Q: 3 clusters Score -711448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -711458.125000 Penalty: 4329.540039
	Iteration 35Q: 3 clusters Score -711458.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -711467.062500 Penalty: 4329.540039
	Iteration 36Q: 3 clusters Score -711467.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -711473.625000 Penalty: 4329.540039
	Iteration 37Q: 3 clusters Score -711473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -711483.187500 Penalty: 4329.540039
	Iteration 38Q: 3 clusters Score -711483.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -711490.625000 Penalty: 4329.540039
	Iteration 39Q: 3 clusters Score -711490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -711497.937500 Penalty: 4329.540039
	Iteration 40F: 3 clusters Score -711497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -711503.937500 Penalty: 4329.540039
	Iteration 41Q: 3 clusters Score -711503.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -711508.312500 Penalty: 4329.540039
	Iteration 42Q: 3 clusters Score -711508.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -711511.437500 Penalty: 4329.540039
	Iteration 43Q: 3 clusters Score -711511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -711511.750000 Penalty: 4329.540039
	Iteration 44Q: 3 clusters Score -711511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -711512.875000 Penalty: 4329.540039
	Iteration 45Q: 3 clusters Score -711512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -711512.562500 Penalty: 4329.540039
	Iteration 46Q: 3 clusters Score -711512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -711513.687500 Penalty: 4329.540039
	Iteration 47Q: 3 clusters Score -711513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -711516.875000 Penalty: 4329.540039
	Iteration 48Q: 3 clusters Score -711516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -711517.437500 Penalty: 4329.540039
	Iteration 49Q: 3 clusters Score -711517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -711517.437500 Penalty: 4329.540039
	Iteration 50F: 3 clusters Score -711517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -434495.281250 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -434495.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -430810.218750 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -430810.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -431610.968750 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -431611 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -431818.281250 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -431818.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -431990.250000 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -431990.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -432118.656250 Penalty: 4069.517334
	Iteration 4Q: 3 clusters Score -432118.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -432219.250000 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -432219.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -432321.125000 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -432321.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -432399.281250 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -432399.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -432472.250000 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -432472.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -432548.312500 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -432548.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -432607.031250 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -432607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -432642.562500 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -432642.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -432674.062500 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -432674.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -432702.062500 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -432702.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -432744.781250 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -432744.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -432783.000000 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -432783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -432824.000000 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -432824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -432855.843750 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -432855.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -432884.625000 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -432884.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -432905.937500 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -432905.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -432918.750000 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -432918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -432926.281250 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -432926.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -432935.093750 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -432935.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -432943.593750 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -432943.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -432953.500000 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -432953.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -432961.562500 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -432961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -432971.562500 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -432971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -432977.968750 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -432978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -432985.906250 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -432985.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -432991.218750 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -432991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -432992.593750 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -432992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -432994.437500 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -432994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -432994.437500 Penalty: 4069.517334
	Iteration 32F: 3 clusters Score -432994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -102439.140625 Penalty: 1717.791138
	Iteration 0F: 2 clusters Score -102439.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100591.273438 Penalty: 3435.582275
	Iteration 0F: 3 clusters Score -100591.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101050.382812 Penalty: 3435.582275
	Iteration 1F: 3 clusters Score -101050.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101279.398438 Penalty: 3435.582275
	Iteration 2F: 3 clusters Score -101279.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101402.773438 Penalty: 3435.582275
	Iteration 3F: 3 clusters Score -101402.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101524.453125 Penalty: 3435.582275
	Iteration 4Q: 3 clusters Score -101524.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101692.257812 Penalty: 3435.582275
	Iteration 5F: 3 clusters Score -101692.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101767.804688 Penalty: 3435.582275
	Iteration 6Q: 3 clusters Score -101767.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101816.742188 Penalty: 3435.582275
	Iteration 7Q: 3 clusters Score -101816.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101889.062500 Penalty: 3435.582275
	Iteration 8Q: 3 clusters Score -101889.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101931.953125 Penalty: 3435.582275
	Iteration 9Q: 3 clusters Score -101932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102012.687500 Penalty: 3435.582275
	Iteration 10Q: 3 clusters Score -102012.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -102111.257812 Penalty: 3435.582275
	Iteration 11Q: 3 clusters Score -102111.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102189.960938 Penalty: 3435.582275
	Iteration 12Q: 3 clusters Score -102190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102220.320312 Penalty: 3435.582275
	Iteration 13Q: 3 clusters Score -102220.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102246.304688 Penalty: 3435.582275
	Iteration 14Q: 3 clusters Score -102246.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -102288.226562 Penalty: 3435.582275
	Iteration 15Q: 3 clusters Score -102288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -102345.507812 Penalty: 3435.582275
	Iteration 16Q: 3 clusters Score -102345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -102369.367188 Penalty: 3435.582275
	Iteration 17Q: 3 clusters Score -102369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102382.835938 Penalty: 3435.582275
	Iteration 18Q: 3 clusters Score -102382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102389.492188 Penalty: 3435.582275
	Iteration 19Q: 3 clusters Score -102389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102405.890625 Penalty: 3435.582275
	Iteration 20F: 3 clusters Score -102405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102477.445312 Penalty: 3435.582275
	Iteration 21Q: 3 clusters Score -102477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102540.757812 Penalty: 3435.582275
	Iteration 22Q: 3 clusters Score -102540.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102587.500000 Penalty: 3435.582275
	Iteration 23Q: 3 clusters Score -102587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -102667.390625 Penalty: 3435.582275
	Iteration 24Q: 3 clusters Score -102667.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -102723.156250 Penalty: 3435.582275
	Iteration 25Q: 3 clusters Score -102723.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -102821.445312 Penalty: 3435.582275
	Iteration 26Q: 3 clusters Score -102821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102974.281250 Penalty: 3435.582275
	Iteration 27Q: 3 clusters Score -102974.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -103106.429688 Penalty: 3435.582275
	Iteration 28Q: 3 clusters Score -103106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103199.218750 Penalty: 3435.582275
	Iteration 29Q: 3 clusters Score -103199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -103247.781250 Penalty: 3435.582275
	Iteration 30Q: 3 clusters Score -103247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -103303.117188 Penalty: 3435.582275
	Iteration 31Q: 3 clusters Score -103303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103337.242188 Penalty: 3435.582275
	Iteration 32Q: 3 clusters Score -103337.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -103359.148438 Penalty: 3435.582275
	Iteration 33Q: 3 clusters Score -103359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103368.734375 Penalty: 3435.582275
	Iteration 34Q: 3 clusters Score -103368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103373.156250 Penalty: 3435.582275
	Iteration 35Q: 3 clusters Score -103373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103373.156250 Penalty: 3435.582275
	Iteration 36F: 3 clusters Score -103373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94350 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 81221 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 21 contains 342 members 
Mstep: Class 22 contains 65567 members 
Entering Unmasked Estep 
Score: -118056024.000000 Penalty: 58326.246094
Splitting cluster 21 changes total score from -118056808.000000 to -118056024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (65567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Entering Unmasked Estep 
Score: -7805822.000000 Penalty: 2750.525391
	Iteration 0F: 2 clusters Score -7805822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7761713.000000 Penalty: 5501.050781
	Iteration 0F: 3 clusters Score -7761713 nChanged 30592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7778938.500000 Penalty: 5501.050781
	Iteration 1F: 3 clusters Score -7778938 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -7779490.500000 Penalty: 5501.050781
	Iteration 2Q: 3 clusters Score -7779490 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7780115.500000 Penalty: 5501.050781
	Iteration 3Q: 3 clusters Score -7780116 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -7780981.500000 Penalty: 5501.050781
	Iteration 4Q: 3 clusters Score -7780982 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -7782277.000000 Penalty: 5501.050781
	Iteration 5Q: 3 clusters Score -7782277 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7784654.500000 Penalty: 5501.050781
	Iteration 6F: 3 clusters Score -7784654 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -7788478.500000 Penalty: 5501.050781
	Iteration 7F: 3 clusters Score -7788478 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -7793662.000000 Penalty: 5501.050781
	Iteration 8F: 3 clusters Score -7793662 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -7798697.000000 Penalty: 5501.050781
	Iteration 9F: 3 clusters Score -7798697 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7801722.500000 Penalty: 5501.050781
	Iteration 10Q: 3 clusters Score -7801722 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7802764.500000 Penalty: 5501.050781
	Iteration 11Q: 3 clusters Score -7802764 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7803117.000000 Penalty: 5501.050781
	Iteration 12Q: 3 clusters Score -7803117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7803259.000000 Penalty: 5501.050781
	Iteration 13Q: 3 clusters Score -7803259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7803322.000000 Penalty: 5501.050781
	Iteration 14Q: 3 clusters Score -7803322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7803357.500000 Penalty: 5501.050781
	Iteration 15Q: 3 clusters Score -7803358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7803365.500000 Penalty: 5501.050781
	Iteration 16Q: 3 clusters Score -7803366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7803387.500000 Penalty: 5501.050781
	Iteration 17Q: 3 clusters Score -7803388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7803406.000000 Penalty: 5501.050781
	Iteration 18Q: 3 clusters Score -7803406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7803423.000000 Penalty: 5501.050781
	Iteration 19Q: 3 clusters Score -7803423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7803428.500000 Penalty: 5501.050781
	Iteration 20F: 3 clusters Score -7803428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7803441.000000 Penalty: 5501.050781
	Iteration 21Q: 3 clusters Score -7803441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7803442.500000 Penalty: 5501.050781
	Iteration 22Q: 3 clusters Score -7803442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7803440.000000 Penalty: 5501.050781
	Iteration 23Q: 3 clusters Score -7803440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7803441.000000 Penalty: 5501.050781
	Iteration 24Q: 3 clusters Score -7803441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7803444.500000 Penalty: 5501.050781
	Iteration 25Q: 3 clusters Score -7803444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7803446.000000 Penalty: 5501.050781
	Iteration 26Q: 3 clusters Score -7803446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7803446.000000 Penalty: 5501.050781
	Iteration 27F: 3 clusters Score -7803446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94350 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58661 members 
Mstep: Class 6 contains 81221 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47672 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 479Q: 17 clusters Score -1.180567e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94350 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81218 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47673 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168846 members 
Mstep: Class 14 contains 189528 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056712.000000 Penalty: 54895.289062
Iteration 480F: 17 clusters Score -1.180567e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94354 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81213 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47673 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226460 members 
Mstep: Class 13 contains 168847 members 
Mstep: Class 14 contains 189529 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056728.000000 Penalty: 54895.289062
Iteration 481Q: 17 clusters Score -1.180567e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94356 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81213 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47673 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226458 members 
Mstep: Class 13 contains 168849 members 
Mstep: Class 14 contains 189527 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 482Q: 17 clusters Score -1.180567e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94357 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81212 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47676 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226457 members 
Mstep: Class 13 contains 168847 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056792.000000 Penalty: 54895.289062
Iteration 483Q: 17 clusters Score -1.180568e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94358 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81211 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226461 members 
Mstep: Class 13 contains 168846 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056800.000000 Penalty: 54895.289062
Iteration 484Q: 17 clusters Score -1.180568e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94358 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 58662 members 
Mstep: Class 6 contains 81208 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47675 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226462 members 
Mstep: Class 13 contains 168848 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3627 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056752.000000 Penalty: 54895.289062
Iteration 485Q: 17 clusters Score -1.180568e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94361 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81201 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47676 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226464 members 
Mstep: Class 13 contains 168850 members 
Mstep: Class 14 contains 189526 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3622 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056712.000000 Penalty: 54895.289062
Iteration 486Q: 17 clusters Score -1.180567e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94362 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81196 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47676 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226464 members 
Mstep: Class 13 contains 168852 members 
Mstep: Class 14 contains 189527 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3617 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 487Q: 17 clusters Score -1.180568e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94364 members 
Mstep: Class 3 contains 47513 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81195 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47676 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226466 members 
Mstep: Class 13 contains 168853 members 
Mstep: Class 14 contains 189526 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 488Q: 17 clusters Score -1.180567e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94365 members 
Mstep: Class 3 contains 47511 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81194 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47675 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226464 members 
Mstep: Class 13 contains 168854 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056768.000000 Penalty: 54895.289062
Iteration 489Q: 17 clusters Score -1.180568e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94365 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81192 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47675 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226460 members 
Mstep: Class 13 contains 168852 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056800.000000 Penalty: 54895.289062
Iteration 490Q: 17 clusters Score -1.180568e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94365 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81192 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226456 members 
Mstep: Class 13 contains 168850 members 
Mstep: Class 14 contains 189526 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056808.000000 Penalty: 54895.289062
Iteration 491Q: 17 clusters Score -1.180568e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94366 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58664 members 
Mstep: Class 6 contains 81193 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226458 members 
Mstep: Class 13 contains 168851 members 
Mstep: Class 14 contains 189526 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3601 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056752.000000 Penalty: 54895.289062
Iteration 492Q: 17 clusters Score -1.180568e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94368 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81193 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226459 members 
Mstep: Class 13 contains 168851 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056760.000000 Penalty: 54895.289062
Iteration 493Q: 17 clusters Score -1.180568e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81193 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226459 members 
Mstep: Class 13 contains 168849 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056696.000000 Penalty: 54895.289062
Iteration 494Q: 17 clusters Score -1.180567e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81193 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226462 members 
Mstep: Class 13 contains 168847 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056688.000000 Penalty: 54895.289062
Iteration 495Q: 17 clusters Score -1.180567e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81192 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226465 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 496Q: 17 clusters Score -1.180567e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81191 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226466 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 497Q: 17 clusters Score -1.180567e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81191 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47678 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226465 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056752.000000 Penalty: 54895.289062
Iteration 498Q: 17 clusters Score -1.180568e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81191 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47679 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226463 members 
Mstep: Class 13 contains 168846 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056736.000000 Penalty: 54895.289062
Iteration 499Q: 17 clusters Score -1.180567e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94369 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 58663 members 
Mstep: Class 6 contains 81191 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 9 contains 47679 members 
Mstep: Class 11 contains 21860 members 
Mstep: Class 12 contains 226464 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 189525 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 21 contains 1019 members 
Mstep: Class 22 contains 65631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118056744.000000 Penalty: 54895.289062
Iteration 500F: 17 clusters Score -1.180567e+08 nChanged 1
Maximum iterations exceeded
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -357270080.000000 Penalty: 59254.582031
23->17 Clusters: Score -357270080.000000, best is -357552736.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 44199 members 
Mstep: Class 3 contains 44071 members 
Mstep: Class 4 contains 44389 members 
Mstep: Class 5 contains 44611 members 
Mstep: Class 6 contains 44436 members 
Mstep: Class 7 contains 44400 members 
Mstep: Class 8 contains 44248 members 
Mstep: Class 9 contains 44556 members 
Mstep: Class 10 contains 44211 members 
Mstep: Class 11 contains 44467 members 
Mstep: Class 12 contains 44412 members 
Mstep: Class 13 contains 44043 members 
Mstep: Class 14 contains 44180 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 43868 members 
Mstep: Class 17 contains 44482 members 
Mstep: Class 18 contains 44375 members 
Mstep: Class 19 contains 44449 members 
Mstep: Class 20 contains 44402 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 44723 members 
Mstep: Class 23 contains 44212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 647.701538 but Gain 3430.953125
Score: -114203928.000000 Penalty: 75481.023438
Iteration 0F: 23 clusters Score -1.142039e+08 nChanged 969819
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 51985 members 
Mstep: Class 3 contains 24451 members 
Mstep: Class 4 contains 54543 members 
Mstep: Class 5 contains 98966 members 
Mstep: Class 6 contains 31137 members 
Mstep: Class 7 contains 79988 members 
Mstep: Class 8 contains 49398 members 
Mstep: Class 9 contains 25380 members 
Mstep: Class 10 contains 32304 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 28257 members 
Mstep: Class 14 contains 105176 members 
Mstep: Class 15 contains 78850 members 
Mstep: Class 16 contains 26106 members 
Mstep: Class 17 contains 25449 members 
Mstep: Class 18 contains 56861 members 
Mstep: Class 19 contains 34546 members 
Mstep: Class 20 contains 25897 members 
Mstep: Class 21 contains 16809 members 
Mstep: Class 22 contains 26972 members 
Mstep: Class 23 contains 85169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116394240.000000 Penalty: 75481.023438
Iteration 1F: 23 clusters Score -1.163942e+08 nChanged 343364
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 53724 members 
Mstep: Class 3 contains 23244 members 
Mstep: Class 4 contains 53497 members 
Mstep: Class 5 contains 114663 members 
Mstep: Class 6 contains 30163 members 
Mstep: Class 7 contains 65506 members 
Mstep: Class 8 contains 61436 members 
Mstep: Class 9 contains 21986 members 
Mstep: Class 10 contains 25327 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 26613 members 
Mstep: Class 14 contains 104071 members 
Mstep: Class 15 contains 83479 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 21934 members 
Mstep: Class 18 contains 76407 members 
Mstep: Class 19 contains 30603 members 
Mstep: Class 20 contains 22885 members 
Mstep: Class 21 contains 14903 members 
Mstep: Class 22 contains 26065 members 
Mstep: Class 23 contains 81529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116893024.000000 Penalty: 75481.023438
Iteration 2F: 23 clusters Score -1.16893e+08 nChanged 251030
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 54285 members 
Mstep: Class 3 contains 20519 members 
Mstep: Class 4 contains 51440 members 
Mstep: Class 5 contains 119557 members 
Mstep: Class 6 contains 29457 members 
Mstep: Class 7 contains 47270 members 
Mstep: Class 8 contains 70649 members 
Mstep: Class 9 contains 16342 members 
Mstep: Class 10 contains 19531 members 
Mstep: Class 11 contains 18561 members 
Mstep: Class 12 contains 24647 members 
Mstep: Class 14 contains 125304 members 
Mstep: Class 15 contains 83598 members 
Mstep: Class 16 contains 15649 members 
Mstep: Class 17 contains 19142 members 
Mstep: Class 18 contains 92014 members 
Mstep: Class 19 contains 22977 members 
Mstep: Class 20 contains 20610 members 
Mstep: Class 21 contains 13091 members 
Mstep: Class 22 contains 23598 members 
Mstep: Class 23 contains 87545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117154968.000000 Penalty: 75481.023438
Iteration 3F: 23 clusters Score -1.17155e+08 nChanged 193078
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 53453 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 47826 members 
Mstep: Class 5 contains 120022 members 
Mstep: Class 6 contains 27073 members 
Mstep: Class 7 contains 38667 members 
Mstep: Class 8 contains 75726 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 14197 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 20267 members 
Mstep: Class 14 contains 166924 members 
Mstep: Class 15 contains 78989 members 
Mstep: Class 16 contains 13898 members 
Mstep: Class 17 contains 19183 members 
Mstep: Class 18 contains 102548 members 
Mstep: Class 19 contains 16516 members 
Mstep: Class 20 contains 17879 members 
Mstep: Class 21 contains 10322 members 
Mstep: Class 22 contains 20343 members 
Mstep: Class 23 contains 90987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117330184.000000 Penalty: 75481.023438
Iteration 4F: 23 clusters Score -1.173302e+08 nChanged 161877
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 50828 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 41808 members 
Mstep: Class 5 contains 116656 members 
Mstep: Class 6 contains 23554 members 
Mstep: Class 7 contains 34971 members 
Mstep: Class 8 contains 76522 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 12377 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 14 contains 224855 members 
Mstep: Class 15 contains 72229 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 20318 members 
Mstep: Class 18 contains 108788 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 15298 members 
Mstep: Class 21 contains 7491 members 
Mstep: Class 22 contains 17094 members 
Mstep: Class 23 contains 91836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117466144.000000 Penalty: 75481.023438
Iteration 5F: 23 clusters Score -1.174661e+08 nChanged 148381
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 45813 members 
Mstep: Class 3 contains 11667 members 
Mstep: Class 4 contains 33460 members 
Mstep: Class 5 contains 111737 members 
Mstep: Class 6 contains 19386 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 73110 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 5941 members 
Mstep: Class 11 contains 9415 members 
Mstep: Class 12 contains 9775 members 
Mstep: Class 14 contains 294620 members 
Mstep: Class 15 contains 66031 members 
Mstep: Class 16 contains 10738 members 
Mstep: Class 17 contains 22027 members 
Mstep: Class 18 contains 110321 members 
Mstep: Class 19 contains 8960 members 
Mstep: Class 20 contains 13432 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 13894 members 
Mstep: Class 23 contains 90349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3288.438965 but Gain 3430.953125
Score: -117578560.000000 Penalty: 72050.070312
Iteration 6F: 22 clusters Score -1.175786e+08 nChanged 136234
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 40119 members 
Mstep: Class 3 contains 8944 members 
Mstep: Class 4 contains 24992 members 
Mstep: Class 5 contains 109893 members 
Mstep: Class 6 contains 16249 members 
Mstep: Class 7 contains 29746 members 
Mstep: Class 8 contains 67867 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 6522 members 
Mstep: Class 14 contains 357156 members 
Mstep: Class 15 contains 63417 members 
Mstep: Class 16 contains 9076 members 
Mstep: Class 17 contains 23894 members 
Mstep: Class 18 contains 110062 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 22 contains 11086 members 
Mstep: Class 23 contains 88195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2701.570312 but Gain 3430.960938
Score: -117585424.000000 Penalty: 68619.109375
Iteration 7F: 21 clusters Score -1.175854e+08 nChanged 118557
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 38876 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 19606 members 
Mstep: Class 5 contains 115770 members 
Mstep: Class 6 contains 14134 members 
Mstep: Class 7 contains 28086 members 
Mstep: Class 8 contains 62518 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 4768 members 
Mstep: Class 14 contains 375877 members 
Mstep: Class 15 contains 64211 members 
Mstep: Class 16 contains 7244 members 
Mstep: Class 17 contains 26295 members 
Mstep: Class 18 contains 114904 members 
Mstep: Class 19 contains 3780 members 
Mstep: Class 20 contains 11738 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 90567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2133.482422 but Gain 3430.953125
Score: -117584104.000000 Penalty: 65188.156250
Iteration 8F: 20 clusters Score -1.175841e+08 nChanged 91975
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 41546 members 
Mstep: Class 3 contains 6234 members 
Mstep: Class 4 contains 16541 members 
Mstep: Class 5 contains 129044 members 
Mstep: Class 6 contains 12265 members 
Mstep: Class 7 contains 26934 members 
Mstep: Class 8 contains 60121 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 14 contains 358222 members 
Mstep: Class 15 contains 67038 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 28832 members 
Mstep: Class 18 contains 124149 members 
Mstep: Class 20 contains 11611 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 8470 members 
Mstep: Class 23 contains 97543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2366.811279 but Gain 3430.957031
Score: -117664776.000000 Penalty: 61757.199219
Iteration 9F: 19 clusters Score -1.176648e+08 nChanged 76545
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 43819 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 13637 members 
Mstep: Class 5 contains 143822 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 26096 members 
Mstep: Class 8 contains 57711 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 14 contains 343008 members 
Mstep: Class 15 contains 66301 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 132706 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 22 contains 7624 members 
Mstep: Class 23 contains 102464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117735568.000000 Penalty: 61757.199219
Iteration 10F: 19 clusters Score -1.177356e+08 nChanged 68561
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 45234 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 10995 members 
Mstep: Class 5 contains 158179 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 25368 members 
Mstep: Class 8 contains 55199 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 14 contains 328955 members 
Mstep: Class 15 contains 65261 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 31763 members 
Mstep: Class 18 contains 141312 members 
Mstep: Class 20 contains 12444 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 105589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3158.806152 but Gain 3430.953125
Score: -117798224.000000 Penalty: 58326.246094
Iteration 11F: 18 clusters Score -1.177982e+08 nChanged 66122
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 46965 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 8876 members 
Mstep: Class 5 contains 171257 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 24803 members 
Mstep: Class 8 contains 53298 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 14 contains 317299 members 
Mstep: Class 15 contains 64124 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 31950 members 
Mstep: Class 18 contains 150986 members 
Mstep: Class 20 contains 12938 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 107217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3371.242188 but Gain 3430.957031
Score: -117845096.000000 Penalty: 54895.289062
Iteration 12F: 17 clusters Score -1.178451e+08 nChanged 59567
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 48022 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 182807 members 
Mstep: Class 7 contains 24414 members 
Mstep: Class 8 contains 52322 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 14 contains 304830 members 
Mstep: Class 15 contains 63132 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 31509 members 
Mstep: Class 18 contains 162336 members 
Mstep: Class 20 contains 13357 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 108149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117875384.000000 Penalty: 54895.289062
Iteration 13F: 17 clusters Score -1.178754e+08 nChanged 48176
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 49205 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 187605 members 
Mstep: Class 7 contains 24105 members 
Mstep: Class 8 contains 52069 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 14 contains 293441 members 
Mstep: Class 15 contains 62299 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 30957 members 
Mstep: Class 18 contains 173369 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 22 contains 2988 members 
Mstep: Class 23 contains 107726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117888736.000000 Penalty: 54895.289062
Iteration 14Q: 17 clusters Score -1.178887e+08 nChanged 39780
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 50714 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 189326 members 
Mstep: Class 7 contains 23859 members 
Mstep: Class 8 contains 52722 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 14 contains 283322 members 
Mstep: Class 15 contains 61657 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 30520 members 
Mstep: Class 18 contains 183600 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 107065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117900480.000000 Penalty: 54895.289062
Iteration 15Q: 17 clusters Score -1.179005e+08 nChanged 33616
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 52572 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 189564 members 
Mstep: Class 7 contains 23642 members 
Mstep: Class 8 contains 53894 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 14 contains 273685 members 
Mstep: Class 15 contains 61194 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 30124 members 
Mstep: Class 18 contains 192544 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 106460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117908016.000000 Penalty: 54895.289062
Iteration 16Q: 17 clusters Score -1.17908e+08 nChanged 29802
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 54812 members 
Mstep: Class 3 contains 4772 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 189568 members 
Mstep: Class 7 contains 23487 members 
Mstep: Class 8 contains 55432 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 14 contains 264226 members 
Mstep: Class 15 contains 60856 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 29738 members 
Mstep: Class 18 contains 199461 members 
Mstep: Class 20 contains 14185 members 
Mstep: Class 22 contains 809 members 
Mstep: Class 23 contains 106046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117914216.000000 Penalty: 54895.289062
Iteration 17Q: 17 clusters Score -1.179142e+08 nChanged 25806
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 57307 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 189915 members 
Mstep: Class 7 contains 23377 members 
Mstep: Class 8 contains 57099 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 14 contains 255256 members 
Mstep: Class 15 contains 60606 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 29383 members 
Mstep: Class 18 contains 204061 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 106009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117918384.000000 Penalty: 54895.289062
Iteration 18Q: 17 clusters Score -1.179184e+08 nChanged 22930
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 60052 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 190818 members 
Mstep: Class 7 contains 23289 members 
Mstep: Class 8 contains 59003 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 14 contains 247214 members 
Mstep: Class 15 contains 60427 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 29002 members 
Mstep: Class 18 contains 206121 members 
Mstep: Class 20 contains 14640 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 106151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117922216.000000 Penalty: 54895.289062
Iteration 19Q: 17 clusters Score -1.179222e+08 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 63039 members 
Mstep: Class 3 contains 5358 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 192293 members 
Mstep: Class 7 contains 23229 members 
Mstep: Class 8 contains 61095 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 14 contains 240244 members 
Mstep: Class 15 contains 60263 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 28565 members 
Mstep: Class 18 contains 205978 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 106327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117929112.000000 Penalty: 54895.289062
Iteration 20F: 17 clusters Score -1.179291e+08 nChanged 20078
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 66227 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 194074 members 
Mstep: Class 7 contains 23175 members 
Mstep: Class 8 contains 63372 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 14 contains 233854 members 
Mstep: Class 15 contains 60147 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 204268 members 
Mstep: Class 20 contains 15010 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 106552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117938456.000000 Penalty: 54895.289062
Iteration 21Q: 17 clusters Score -1.179385e+08 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 69509 members 
Mstep: Class 3 contains 5666 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 195912 members 
Mstep: Class 7 contains 23142 members 
Mstep: Class 8 contains 65788 members 
Mstep: Class 11 contains 8352 members 
Mstep: Class 14 contains 228303 members 
Mstep: Class 15 contains 60078 members 
Mstep: Class 16 contains 800 members 
Mstep: Class 17 contains 27528 members 
Mstep: Class 18 contains 201423 members 
Mstep: Class 20 contains 15267 members 
Mstep: Class 22 contains 806 members 
Mstep: Class 23 contains 106615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117943536.000000 Penalty: 54895.289062
Iteration 22Q: 17 clusters Score -1.179435e+08 nChanged 19135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 72752 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 197866 members 
Mstep: Class 7 contains 23107 members 
Mstep: Class 8 contains 68385 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 14 contains 223029 members 
Mstep: Class 15 contains 59991 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 26946 members 
Mstep: Class 18 contains 197955 members 
Mstep: Class 20 contains 15612 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 106760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117948432.000000 Penalty: 54895.289062
Iteration 23Q: 17 clusters Score -1.179484e+08 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 76073 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 199560 members 
Mstep: Class 7 contains 23070 members 
Mstep: Class 8 contains 71257 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 14 contains 217874 members 
Mstep: Class 15 contains 59922 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 26332 members 
Mstep: Class 18 contains 194028 members 
Mstep: Class 20 contains 15931 members 
Mstep: Class 22 contains 857 members 
Mstep: Class 23 contains 107100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117953504.000000 Penalty: 54895.289062
Iteration 24Q: 17 clusters Score -1.179535e+08 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 79364 members 
Mstep: Class 3 contains 6004 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 200946 members 
Mstep: Class 7 contains 23041 members 
Mstep: Class 8 contains 74246 members 
Mstep: Class 11 contains 9471 members 
Mstep: Class 14 contains 213088 members 
Mstep: Class 15 contains 59857 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 25678 members 
Mstep: Class 18 contains 190031 members 
Mstep: Class 20 contains 16242 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 107416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117958992.000000 Penalty: 54895.289062
Iteration 25Q: 17 clusters Score -1.17959e+08 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 82513 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 2673 members 
Mstep: Class 5 contains 201998 members 
Mstep: Class 7 contains 23009 members 
Mstep: Class 8 contains 77445 members 
Mstep: Class 11 contains 9870 members 
Mstep: Class 14 contains 208543 members 
Mstep: Class 15 contains 59799 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 186072 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 22 contains 863 members 
Mstep: Class 23 contains 107734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117963912.000000 Penalty: 54895.289062
Iteration 26Q: 17 clusters Score -1.179639e+08 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 85433 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 202646 members 
Mstep: Class 7 contains 22968 members 
Mstep: Class 8 contains 80743 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 14 contains 204396 members 
Mstep: Class 15 contains 59693 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 24095 members 
Mstep: Class 18 contains 182496 members 
Mstep: Class 20 contains 16829 members 
Mstep: Class 22 contains 867 members 
Mstep: Class 23 contains 107803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117967296.000000 Penalty: 54895.289062
Iteration 27Q: 17 clusters Score -1.179673e+08 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 88112 members 
Mstep: Class 3 contains 6602 members 
Mstep: Class 4 contains 2505 members 
Mstep: Class 5 contains 202942 members 
Mstep: Class 7 contains 22939 members 
Mstep: Class 8 contains 84223 members 
Mstep: Class 11 contains 10725 members 
Mstep: Class 14 contains 200559 members 
Mstep: Class 15 contains 59612 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 23211 members 
Mstep: Class 18 contains 178972 members 
Mstep: Class 20 contains 17082 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 107976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3356.286377 but Gain 3430.953125
Score: -117971712.000000 Penalty: 51464.335938
Iteration 28Q: 16 clusters Score -1.179717e+08 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 90803 members 
Mstep: Class 3 contains 6793 members 
Mstep: Class 5 contains 203273 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 87852 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 14 contains 198181 members 
Mstep: Class 15 contains 59508 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 18 contains 175976 members 
Mstep: Class 20 contains 17362 members 
Mstep: Class 22 contains 864 members 
Mstep: Class 23 contains 108477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117978520.000000 Penalty: 51464.335938
Iteration 29Q: 16 clusters Score -1.179785e+08 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 92870 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 5 contains 202953 members 
Mstep: Class 7 contains 22873 members 
Mstep: Class 8 contains 91519 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 14 contains 195163 members 
Mstep: Class 15 contains 59413 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 18 contains 172919 members 
Mstep: Class 20 contains 17678 members 
Mstep: Class 22 contains 861 members 
Mstep: Class 23 contains 108404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117982904.000000 Penalty: 51464.335938
Iteration 30Q: 16 clusters Score -1.179829e+08 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 94501 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 5 contains 202529 members 
Mstep: Class 7 contains 22863 members 
Mstep: Class 8 contains 95203 members 
Mstep: Class 11 contains 12176 members 
Mstep: Class 14 contains 192505 members 
Mstep: Class 15 contains 59307 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 20344 members 
Mstep: Class 18 contains 170053 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 22 contains 862 members 
Mstep: Class 23 contains 108272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117987992.000000 Penalty: 51464.335938
Iteration 31Q: 16 clusters Score -1.17988e+08 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 95728 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 5 contains 201900 members 
Mstep: Class 7 contains 22853 members 
Mstep: Class 8 contains 98883 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 14 contains 190132 members 
Mstep: Class 15 contains 59216 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 19436 members 
Mstep: Class 18 contains 167474 members 
Mstep: Class 20 contains 18246 members 
Mstep: Class 22 contains 857 members 
Mstep: Class 23 contains 108135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117991824.000000 Penalty: 51464.335938
Iteration 32Q: 16 clusters Score -1.179918e+08 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 96682 members 
Mstep: Class 3 contains 7109 members 
Mstep: Class 5 contains 201072 members 
Mstep: Class 7 contains 22844 members 
Mstep: Class 8 contains 102427 members 
Mstep: Class 11 contains 13430 members 
Mstep: Class 14 contains 188135 members 
Mstep: Class 15 contains 59134 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 18627 members 
Mstep: Class 18 contains 165109 members 
Mstep: Class 20 contains 18518 members 
Mstep: Class 22 contains 859 members 
Mstep: Class 23 contains 107954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117996072.000000 Penalty: 51464.335938
Iteration 33Q: 16 clusters Score -1.179961e+08 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 97202 members 
Mstep: Class 3 contains 7132 members 
Mstep: Class 5 contains 200108 members 
Mstep: Class 7 contains 22840 members 
Mstep: Class 8 contains 105776 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 14 contains 186613 members 
Mstep: Class 15 contains 59054 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 162960 members 
Mstep: Class 20 contains 18771 members 
Mstep: Class 22 contains 859 members 
Mstep: Class 23 contains 107750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117999176.000000 Penalty: 51464.335938
Iteration 34Q: 16 clusters Score -1.179992e+08 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 97364 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 5 contains 199042 members 
Mstep: Class 7 contains 22834 members 
Mstep: Class 8 contains 109055 members 
Mstep: Class 11 contains 15038 members 
Mstep: Class 14 contains 185344 members 
Mstep: Class 15 contains 58957 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 17170 members 
Mstep: Class 18 contains 161150 members 
Mstep: Class 20 contains 19031 members 
Mstep: Class 22 contains 860 members 
Mstep: Class 23 contains 107455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118002240.000000 Penalty: 51464.335938
Iteration 35Q: 16 clusters Score -1.180022e+08 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 97226 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 5 contains 198175 members 
Mstep: Class 7 contains 22832 members 
Mstep: Class 8 contains 112182 members 
Mstep: Class 11 contains 15870 members 
Mstep: Class 14 contains 184300 members 
Mstep: Class 15 contains 58840 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 159439 members 
Mstep: Class 20 contains 19261 members 
Mstep: Class 22 contains 863 members 
Mstep: Class 23 contains 107180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118004784.000000 Penalty: 51464.335938
Iteration 36Q: 16 clusters Score -1.180048e+08 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 96731 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 5 contains 197311 members 
Mstep: Class 7 contains 22828 members 
Mstep: Class 8 contains 115119 members 
Mstep: Class 11 contains 16779 members 
Mstep: Class 14 contains 183570 members 
Mstep: Class 15 contains 58768 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 15972 members 
Mstep: Class 18 contains 157925 members 
Mstep: Class 20 contains 19474 members 
Mstep: Class 22 contains 871 members 
Mstep: Class 23 contains 106864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118007312.000000 Penalty: 51464.335938
Iteration 37Q: 16 clusters Score -1.180073e+08 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 96105 members 
Mstep: Class 3 contains 6878 members 
Mstep: Class 5 contains 196492 members 
Mstep: Class 7 contains 22823 members 
Mstep: Class 8 contains 118033 members 
Mstep: Class 11 contains 17689 members 
Mstep: Class 14 contains 182927 members 
Mstep: Class 15 contains 58685 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 15500 members 
Mstep: Class 18 contains 156592 members 
Mstep: Class 20 contains 19669 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 106485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118009968.000000 Penalty: 51464.335938
Iteration 38Q: 16 clusters Score -1.1801e+08 nChanged 10630
Entering ConstructFrom: 
Score: -118009968.000000 Penalty: 51464.335938
Entering ConstructFrom: 
Trying to split cluster 1 (19937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Entering Unmasked Estep 
Score: -2418106.250000 Penalty: 2455.282471
	Iteration 0F: 2 clusters Score -2418106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2404040.750000 Penalty: 4910.564941
	Iteration 0F: 3 clusters Score -2404041 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2408599.750000 Penalty: 4910.564941
	Iteration 1F: 3 clusters Score -2408600 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2408898.000000 Penalty: 4910.564941
	Iteration 2Q: 3 clusters Score -2408898 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2409155.250000 Penalty: 4910.564941
	Iteration 3Q: 3 clusters Score -2409155 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2409355.250000 Penalty: 4910.564941
	Iteration 4Q: 3 clusters Score -2409355 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2409551.250000 Penalty: 4910.564941
	Iteration 5Q: 3 clusters Score -2409551 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2409700.750000 Penalty: 4910.564941
	Iteration 6Q: 3 clusters Score -2409701 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2409851.250000 Penalty: 4910.564941
	Iteration 7Q: 3 clusters Score -2409851 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2409980.500000 Penalty: 4910.564941
	Iteration 8Q: 3 clusters Score -2409980 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2410119.750000 Penalty: 4910.564941
	Iteration 9Q: 3 clusters Score -2410120 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2410280.250000 Penalty: 4910.564941
	Iteration 10Q: 3 clusters Score -2410280 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2410438.000000 Penalty: 4910.564941
	Iteration 11Q: 3 clusters Score -2410438 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2410650.750000 Penalty: 4910.564941
	Iteration 12Q: 3 clusters Score -2410651 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2410936.000000 Penalty: 4910.564941
	Iteration 13Q: 3 clusters Score -2410936 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2411336.500000 Penalty: 4910.564941
	Iteration 14Q: 3 clusters Score -2411336 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2411865.500000 Penalty: 4910.564941
	Iteration 15Q: 3 clusters Score -2411866 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2412493.250000 Penalty: 4910.564941
	Iteration 16Q: 3 clusters Score -2412493 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2413049.000000 Penalty: 4910.564941
	Iteration 17Q: 3 clusters Score -2413049 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2413461.250000 Penalty: 4910.564941
	Iteration 18Q: 3 clusters Score -2413461 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2413719.500000 Penalty: 4910.564941
	Iteration 19Q: 3 clusters Score -2413720 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2413857.000000 Penalty: 4910.564941
	Iteration 20F: 3 clusters Score -2413857 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2413972.250000 Penalty: 4910.564941
	Iteration 21Q: 3 clusters Score -2413972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2414064.750000 Penalty: 4910.564941
	Iteration 22Q: 3 clusters Score -2414065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2414156.750000 Penalty: 4910.564941
	Iteration 23Q: 3 clusters Score -2414157 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2414259.000000 Penalty: 4910.564941
	Iteration 24Q: 3 clusters Score -2414259 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2414331.500000 Penalty: 4910.564941
	Iteration 25Q: 3 clusters Score -2414332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2414406.000000 Penalty: 4910.564941
	Iteration 26Q: 3 clusters Score -2414406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2414497.250000 Penalty: 4910.564941
	Iteration 27Q: 3 clusters Score -2414497 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2414579.250000 Penalty: 4910.564941
	Iteration 28Q: 3 clusters Score -2414579 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2414631.500000 Penalty: 4910.564941
	Iteration 29Q: 3 clusters Score -2414632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2414692.000000 Penalty: 4910.564941
	Iteration 30Q: 3 clusters Score -2414692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2414752.000000 Penalty: 4910.564941
	Iteration 31Q: 3 clusters Score -2414752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2414816.750000 Penalty: 4910.564941
	Iteration 32Q: 3 clusters Score -2414817 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2414884.250000 Penalty: 4910.564941
	Iteration 33Q: 3 clusters Score -2414884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2414940.000000 Penalty: 4910.564941
	Iteration 34Q: 3 clusters Score -2414940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2415000.750000 Penalty: 4910.564941
	Iteration 35Q: 3 clusters Score -2415001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2415045.500000 Penalty: 4910.564941
	Iteration 36Q: 3 clusters Score -2415046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2415086.250000 Penalty: 4910.564941
	Iteration 37Q: 3 clusters Score -2415086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2415131.750000 Penalty: 4910.564941
	Iteration 38Q: 3 clusters Score -2415132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2415172.250000 Penalty: 4910.564941
	Iteration 39Q: 3 clusters Score -2415172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2415203.500000 Penalty: 4910.564941
	Iteration 40F: 3 clusters Score -2415204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2415247.000000 Penalty: 4910.564941
	Iteration 41Q: 3 clusters Score -2415247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2415292.000000 Penalty: 4910.564941
	Iteration 42Q: 3 clusters Score -2415292 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2415336.500000 Penalty: 4910.564941
	Iteration 43Q: 3 clusters Score -2415336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2415376.750000 Penalty: 4910.564941
	Iteration 44Q: 3 clusters Score -2415377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2415405.000000 Penalty: 4910.564941
	Iteration 45Q: 3 clusters Score -2415405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2415442.250000 Penalty: 4910.564941
	Iteration 46Q: 3 clusters Score -2415442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2415479.250000 Penalty: 4910.564941
	Iteration 47Q: 3 clusters Score -2415479 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2415513.750000 Penalty: 4910.564941
	Iteration 48Q: 3 clusters Score -2415514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2415552.000000 Penalty: 4910.564941
	Iteration 49Q: 3 clusters Score -2415552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2415575.250000 Penalty: 4910.564941
	Iteration 50Q: 3 clusters Score -2415575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2415597.250000 Penalty: 4910.564941
	Iteration 51Q: 3 clusters Score -2415597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2415612.500000 Penalty: 4910.564941
	Iteration 52Q: 3 clusters Score -2415612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2415629.500000 Penalty: 4910.564941
	Iteration 53Q: 3 clusters Score -2415630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2415640.000000 Penalty: 4910.564941
	Iteration 54Q: 3 clusters Score -2415640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2415646.250000 Penalty: 4910.564941
	Iteration 55Q: 3 clusters Score -2415646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2415661.250000 Penalty: 4910.564941
	Iteration 56Q: 3 clusters Score -2415661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2415664.000000 Penalty: 4910.564941
	Iteration 57Q: 3 clusters Score -2415664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2415665.250000 Penalty: 4910.564941
	Iteration 58Q: 3 clusters Score -2415665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2415669.000000 Penalty: 4910.564941
	Iteration 59Q: 3 clusters Score -2415669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2415678.000000 Penalty: 4910.564941
	Iteration 60F: 3 clusters Score -2415678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2415688.250000 Penalty: 4910.564941
	Iteration 61Q: 3 clusters Score -2415688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2415688.000000 Penalty: 4910.564941
	Iteration 62Q: 3 clusters Score -2415688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2415692.000000 Penalty: 4910.564941
	Iteration 63Q: 3 clusters Score -2415692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2415697.000000 Penalty: 4910.564941
	Iteration 64Q: 3 clusters Score -2415697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2415706.500000 Penalty: 4910.564941
	Iteration 65Q: 3 clusters Score -2415706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2415710.500000 Penalty: 4910.564941
	Iteration 66Q: 3 clusters Score -2415710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2415717.000000 Penalty: 4910.564941
	Iteration 67Q: 3 clusters Score -2415717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2415725.250000 Penalty: 4910.564941
	Iteration 68Q: 3 clusters Score -2415725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2415731.750000 Penalty: 4910.564941
	Iteration 69Q: 3 clusters Score -2415732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2415736.750000 Penalty: 4910.564941
	Iteration 70Q: 3 clusters Score -2415737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2415738.500000 Penalty: 4910.564941
	Iteration 71Q: 3 clusters Score -2415738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2415744.000000 Penalty: 4910.564941
	Iteration 72Q: 3 clusters Score -2415744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2415746.000000 Penalty: 4910.564941
	Iteration 73Q: 3 clusters Score -2415746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2415753.000000 Penalty: 4910.564941
	Iteration 74Q: 3 clusters Score -2415753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2415751.500000 Penalty: 4910.564941
	Iteration 75Q: 3 clusters Score -2415752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2415749.500000 Penalty: 4910.564941
	Iteration 76Q: 3 clusters Score -2415750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2415752.000000 Penalty: 4910.564941
	Iteration 77Q: 3 clusters Score -2415752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2415751.250000 Penalty: 4910.564941
	Iteration 78Q: 3 clusters Score -2415751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2415751.250000 Penalty: 4910.564941
	Iteration 79F: 3 clusters Score -2415751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Entering Unmasked Estep 
Score: -11307677.000000 Penalty: 2843.175537
	Iteration 0F: 2 clusters Score -1.130768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -11243825.000000 Penalty: 5686.351074
	Iteration 0F: 3 clusters Score -1.124382e+07 nChanged 45040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -11269180.000000 Penalty: 5686.351074
	Iteration 1F: 3 clusters Score -1.126918e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -11269852.000000 Penalty: 5686.351074
	Iteration 2Q: 3 clusters Score -1.126985e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -11270458.000000 Penalty: 5686.351074
	Iteration 3Q: 3 clusters Score -1.127046e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -11271231.000000 Penalty: 5686.351074
	Iteration 4Q: 3 clusters Score -1.127123e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -11272414.000000 Penalty: 5686.351074
	Iteration 5Q: 3 clusters Score -1.127241e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -11274332.000000 Penalty: 5686.351074
	Iteration 6Q: 3 clusters Score -1.127433e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -11277108.000000 Penalty: 5686.351074
	Iteration 7Q: 3 clusters Score -1.127711e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -11280761.000000 Penalty: 5686.351074
	Iteration 8F: 3 clusters Score -1.128076e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -11284629.000000 Penalty: 5686.351074
	Iteration 9F: 3 clusters Score -1.128463e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -11288487.000000 Penalty: 5686.351074
	Iteration 10F: 3 clusters Score -1.128849e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -11291843.000000 Penalty: 5686.351074
	Iteration 11Q: 3 clusters Score -1.129184e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -11294403.000000 Penalty: 5686.351074
	Iteration 12Q: 3 clusters Score -1.12944e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -11296310.000000 Penalty: 5686.351074
	Iteration 13Q: 3 clusters Score -1.129631e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -11297828.000000 Penalty: 5686.351074
	Iteration 14Q: 3 clusters Score -1.129783e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -11299059.000000 Penalty: 5686.351074
	Iteration 15Q: 3 clusters Score -1.129906e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -11300084.000000 Penalty: 5686.351074
	Iteration 16Q: 3 clusters Score -1.130008e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -11301002.000000 Penalty: 5686.351074
	Iteration 17Q: 3 clusters Score -1.1301e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -11301732.000000 Penalty: 5686.351074
	Iteration 18Q: 3 clusters Score -1.130173e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -11302292.000000 Penalty: 5686.351074
	Iteration 19Q: 3 clusters Score -1.130229e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -11302743.000000 Penalty: 5686.351074
	Iteration 20F: 3 clusters Score -1.130274e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -11303237.000000 Penalty: 5686.351074
	Iteration 21Q: 3 clusters Score -1.130324e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11303656.000000 Penalty: 5686.351074
	Iteration 22Q: 3 clusters Score -1.130366e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -11303979.000000 Penalty: 5686.351074
	Iteration 23Q: 3 clusters Score -1.130398e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -11304225.000000 Penalty: 5686.351074
	Iteration 24Q: 3 clusters Score -1.130422e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -11304402.000000 Penalty: 5686.351074
	Iteration 25Q: 3 clusters Score -1.13044e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -11304550.000000 Penalty: 5686.351074
	Iteration 26Q: 3 clusters Score -1.130455e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11304694.000000 Penalty: 5686.351074
	Iteration 27Q: 3 clusters Score -1.130469e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -11304816.000000 Penalty: 5686.351074
	Iteration 28Q: 3 clusters Score -1.130482e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11304870.000000 Penalty: 5686.351074
	Iteration 29Q: 3 clusters Score -1.130487e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -11304952.000000 Penalty: 5686.351074
	Iteration 30Q: 3 clusters Score -1.130495e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11304985.000000 Penalty: 5686.351074
	Iteration 31Q: 3 clusters Score -1.130498e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11305045.000000 Penalty: 5686.351074
	Iteration 32Q: 3 clusters Score -1.130504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11305089.000000 Penalty: 5686.351074
	Iteration 33Q: 3 clusters Score -1.130509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11305122.000000 Penalty: 5686.351074
	Iteration 34Q: 3 clusters Score -1.130512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11305125.000000 Penalty: 5686.351074
	Iteration 35Q: 3 clusters Score -1.130512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -11305139.000000 Penalty: 5686.351074
	Iteration 36Q: 3 clusters Score -1.130514e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11305163.000000 Penalty: 5686.351074
	Iteration 37Q: 3 clusters Score -1.130516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11305187.000000 Penalty: 5686.351074
	Iteration 38Q: 3 clusters Score -1.130519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11305199.000000 Penalty: 5686.351074
	Iteration 39Q: 3 clusters Score -1.13052e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11305236.000000 Penalty: 5686.351074
	Iteration 40F: 3 clusters Score -1.130524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11305241.000000 Penalty: 5686.351074
	Iteration 41Q: 3 clusters Score -1.130524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11305248.000000 Penalty: 5686.351074
	Iteration 42Q: 3 clusters Score -1.130525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11305263.000000 Penalty: 5686.351074
	Iteration 43Q: 3 clusters Score -1.130526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11305279.000000 Penalty: 5686.351074
	Iteration 44Q: 3 clusters Score -1.130528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11305287.000000 Penalty: 5686.351074
	Iteration 45Q: 3 clusters Score -1.130529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -11305273.000000 Penalty: 5686.351074
	Iteration 46Q: 3 clusters Score -1.130527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11305283.000000 Penalty: 5686.351074
	Iteration 47Q: 3 clusters Score -1.130528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11305280.000000 Penalty: 5686.351074
	Iteration 48Q: 3 clusters Score -1.130528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11305281.000000 Penalty: 5686.351074
	Iteration 49Q: 3 clusters Score -1.130528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11305281.000000 Penalty: 5686.351074
	Iteration 50Q: 3 clusters Score -1.130528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11305277.000000 Penalty: 5686.351074
	Iteration 51Q: 3 clusters Score -1.130528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11305279.000000 Penalty: 5686.351074
	Iteration 52Q: 3 clusters Score -1.130528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11305283.000000 Penalty: 5686.351074
	Iteration 53Q: 3 clusters Score -1.130528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11305282.000000 Penalty: 5686.351074
	Iteration 54Q: 3 clusters Score -1.130528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11305284.000000 Penalty: 5686.351074
	Iteration 55Q: 3 clusters Score -1.130528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11305285.000000 Penalty: 5686.351074
	Iteration 56Q: 3 clusters Score -1.130528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11305288.000000 Penalty: 5686.351074
	Iteration 57Q: 3 clusters Score -1.130529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11305285.000000 Penalty: 5686.351074
	Iteration 58Q: 3 clusters Score -1.130528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11305285.000000 Penalty: 5686.351074
	Iteration 59Q: 3 clusters Score -1.130528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -11305291.000000 Penalty: 5686.351074
	Iteration 60F: 3 clusters Score -1.130529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11305301.000000 Penalty: 5686.351074
	Iteration 61Q: 3 clusters Score -1.13053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93951 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11305301.000000 Penalty: 5686.351074
	Iteration 62Q: 3 clusters Score -1.13053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11305297.000000 Penalty: 5686.351074
	Iteration 63Q: 3 clusters Score -1.13053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11305297.000000 Penalty: 5686.351074
	Iteration 64F: 3 clusters Score -1.13053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Entering Unmasked Estep 
Score: -796960.625000 Penalty: 2187.533447
	Iteration 0F: 2 clusters Score -796960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -791279.375000 Penalty: 4375.066895
	Iteration 0F: 3 clusters Score -791279.4 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -792799.750000 Penalty: 4375.066895
	Iteration 1F: 3 clusters Score -792799.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -793034.500000 Penalty: 4375.066895
	Iteration 2F: 3 clusters Score -793034.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -793158.062500 Penalty: 4375.066895
	Iteration 3Q: 3 clusters Score -793158.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -793246.625000 Penalty: 4375.066895
	Iteration 4Q: 3 clusters Score -793246.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -793317.312500 Penalty: 4375.066895
	Iteration 5Q: 3 clusters Score -793317.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -793374.812500 Penalty: 4375.066895
	Iteration 6Q: 3 clusters Score -793374.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -793430.437500 Penalty: 4375.066895
	Iteration 7Q: 3 clusters Score -793430.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -793472.000000 Penalty: 4375.066895
	Iteration 8Q: 3 clusters Score -793472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -793499.000000 Penalty: 4375.066895
	Iteration 9Q: 3 clusters Score -793499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -793522.062500 Penalty: 4375.066895
	Iteration 10Q: 3 clusters Score -793522.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -793538.875000 Penalty: 4375.066895
	Iteration 11Q: 3 clusters Score -793538.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -793552.875000 Penalty: 4375.066895
	Iteration 12Q: 3 clusters Score -793552.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -793570.375000 Penalty: 4375.066895
	Iteration 13Q: 3 clusters Score -793570.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -793582.250000 Penalty: 4375.066895
	Iteration 14Q: 3 clusters Score -793582.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -793595.187500 Penalty: 4375.066895
	Iteration 15Q: 3 clusters Score -793595.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -793603.375000 Penalty: 4375.066895
	Iteration 16Q: 3 clusters Score -793603.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -793610.875000 Penalty: 4375.066895
	Iteration 17Q: 3 clusters Score -793610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -793620.625000 Penalty: 4375.066895
	Iteration 18Q: 3 clusters Score -793620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -793626.625000 Penalty: 4375.066895
	Iteration 19Q: 3 clusters Score -793626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -793635.187500 Penalty: 4375.066895
	Iteration 20F: 3 clusters Score -793635.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -793640.437500 Penalty: 4375.066895
	Iteration 21Q: 3 clusters Score -793640.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -793649.812500 Penalty: 4375.066895
	Iteration 22Q: 3 clusters Score -793649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -793655.750000 Penalty: 4375.066895
	Iteration 23Q: 3 clusters Score -793655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -793662.187500 Penalty: 4375.066895
	Iteration 24Q: 3 clusters Score -793662.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -793664.187500 Penalty: 4375.066895
	Iteration 25Q: 3 clusters Score -793664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -793669.062500 Penalty: 4375.066895
	Iteration 26Q: 3 clusters Score -793669.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -793675.500000 Penalty: 4375.066895
	Iteration 27Q: 3 clusters Score -793675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -793678.250000 Penalty: 4375.066895
	Iteration 28Q: 3 clusters Score -793678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -793679.875000 Penalty: 4375.066895
	Iteration 29Q: 3 clusters Score -793679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -793681.500000 Penalty: 4375.066895
	Iteration 30Q: 3 clusters Score -793681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -793685.375000 Penalty: 4375.066895
	Iteration 31Q: 3 clusters Score -793685.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -793688.125000 Penalty: 4375.066895
	Iteration 32Q: 3 clusters Score -793688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -793690.875000 Penalty: 4375.066895
	Iteration 33Q: 3 clusters Score -793690.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -793691.750000 Penalty: 4375.066895
	Iteration 34Q: 3 clusters Score -793691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -793692.375000 Penalty: 4375.066895
	Iteration 35Q: 3 clusters Score -793692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -793693.312500 Penalty: 4375.066895
	Iteration 36Q: 3 clusters Score -793693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -793692.687500 Penalty: 4375.066895
	Iteration 37Q: 3 clusters Score -793692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -793695.000000 Penalty: 4375.066895
	Iteration 38Q: 3 clusters Score -793695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -793696.062500 Penalty: 4375.066895
	Iteration 39Q: 3 clusters Score -793696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -793696.625000 Penalty: 4375.066895
	Iteration 40F: 3 clusters Score -793696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (195796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195796 members 
Entering Unmasked Estep 
Score: -23211136.000000 Penalty: 3021.837646
	Iteration 0F: 2 clusters Score -2.321114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -23097658.000000 Penalty: 6043.675293
	Iteration 0F: 3 clusters Score -2.309766e+07 nChanged 94282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -23152592.000000 Penalty: 6043.675293
	Iteration 1F: 3 clusters Score -2.315259e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -23154260.000000 Penalty: 6043.675293
	Iteration 2Q: 3 clusters Score -2.315426e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -23156554.000000 Penalty: 6043.675293
	Iteration 3Q: 3 clusters Score -2.315655e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -23159640.000000 Penalty: 6043.675293
	Iteration 4Q: 3 clusters Score -2.315964e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110519 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -23164712.000000 Penalty: 6043.675293
	Iteration 5F: 3 clusters Score -2.316471e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -23172186.000000 Penalty: 6043.675293
	Iteration 6F: 3 clusters Score -2.317219e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -23183310.000000 Penalty: 6043.675293
	Iteration 7F: 3 clusters Score -2.318331e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -23196862.000000 Penalty: 6043.675293
	Iteration 8F: 3 clusters Score -2.319686e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -23207416.000000 Penalty: 6043.675293
	Iteration 9F: 3 clusters Score -2.320742e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -23212014.000000 Penalty: 6043.675293
	Iteration 10Q: 3 clusters Score -2.321201e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156887 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -23213838.000000 Penalty: 6043.675293
	Iteration 11Q: 3 clusters Score -2.321384e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -23214694.000000 Penalty: 6043.675293
	Iteration 12Q: 3 clusters Score -2.321469e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -23215094.000000 Penalty: 6043.675293
	Iteration 13Q: 3 clusters Score -2.321509e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -23215624.000000 Penalty: 6043.675293
	Iteration 14Q: 3 clusters Score -2.321562e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -23215844.000000 Penalty: 6043.675293
	Iteration 15Q: 3 clusters Score -2.321584e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170506 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -23215988.000000 Penalty: 6043.675293
	Iteration 16Q: 3 clusters Score -2.321599e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172885 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -23215986.000000 Penalty: 6043.675293
	Iteration 17Q: 3 clusters Score -2.321599e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -23216086.000000 Penalty: 6043.675293
	Iteration 18Q: 3 clusters Score -2.321609e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -23215848.000000 Penalty: 6043.675293
	Iteration 19Q: 3 clusters Score -2.321585e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -23215664.000000 Penalty: 6043.675293
	Iteration 20F: 3 clusters Score -2.321566e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -23215338.000000 Penalty: 6043.675293
	Iteration 21Q: 3 clusters Score -2.321534e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182741 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -23214914.000000 Penalty: 6043.675293
	Iteration 22Q: 3 clusters Score -2.321491e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184159 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -23214522.000000 Penalty: 6043.675293
	Iteration 23Q: 3 clusters Score -2.321452e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185475 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -23214102.000000 Penalty: 6043.675293
	Iteration 24Q: 3 clusters Score -2.32141e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -23213948.000000 Penalty: 6043.675293
	Iteration 25Q: 3 clusters Score -2.321395e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187768 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -23213740.000000 Penalty: 6043.675293
	Iteration 26Q: 3 clusters Score -2.321374e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188643 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -23213534.000000 Penalty: 6043.675293
	Iteration 27Q: 3 clusters Score -2.321353e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -23213258.000000 Penalty: 6043.675293
	Iteration 28Q: 3 clusters Score -2.321326e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190046 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -23213038.000000 Penalty: 6043.675293
	Iteration 29Q: 3 clusters Score -2.321304e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -23212878.000000 Penalty: 6043.675293
	Iteration 30Q: 3 clusters Score -2.321288e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -23212732.000000 Penalty: 6043.675293
	Iteration 31Q: 3 clusters Score -2.321273e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191354 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -23212570.000000 Penalty: 6043.675293
	Iteration 32Q: 3 clusters Score -2.321257e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191633 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -23212400.000000 Penalty: 6043.675293
	Iteration 33Q: 3 clusters Score -2.32124e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -23212378.000000 Penalty: 6043.675293
	Iteration 34Q: 3 clusters Score -2.321238e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192025 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23212370.000000 Penalty: 6043.675293
	Iteration 35Q: 3 clusters Score -2.321237e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192193 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -23212330.000000 Penalty: 6043.675293
	Iteration 36Q: 3 clusters Score -2.321233e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192335 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -23212266.000000 Penalty: 6043.675293
	Iteration 37Q: 3 clusters Score -2.321227e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192458 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23212218.000000 Penalty: 6043.675293
	Iteration 38Q: 3 clusters Score -2.321222e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192561 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23212168.000000 Penalty: 6043.675293
	Iteration 39Q: 3 clusters Score -2.321217e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192638 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23212142.000000 Penalty: 6043.675293
	Iteration 40F: 3 clusters Score -2.321214e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192698 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23212128.000000 Penalty: 6043.675293
	Iteration 41Q: 3 clusters Score -2.321213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192754 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -23212112.000000 Penalty: 6043.675293
	Iteration 42Q: 3 clusters Score -2.321211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192794 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23212122.000000 Penalty: 6043.675293
	Iteration 43Q: 3 clusters Score -2.321212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192818 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -23212100.000000 Penalty: 6043.675293
	Iteration 44Q: 3 clusters Score -2.32121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -23212110.000000 Penalty: 6043.675293
	Iteration 45Q: 3 clusters Score -2.321211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192869 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -23212118.000000 Penalty: 6043.675293
	Iteration 46Q: 3 clusters Score -2.321212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23212088.000000 Penalty: 6043.675293
	Iteration 47Q: 3 clusters Score -2.321209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -23212060.000000 Penalty: 6043.675293
	Iteration 48Q: 3 clusters Score -2.321206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192935 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -23212060.000000 Penalty: 6043.675293
	Iteration 49Q: 3 clusters Score -2.321206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192954 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -23212044.000000 Penalty: 6043.675293
	Iteration 50Q: 3 clusters Score -2.321204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -23212064.000000 Penalty: 6043.675293
	Iteration 51Q: 3 clusters Score -2.321206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192992 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -23212062.000000 Penalty: 6043.675293
	Iteration 52Q: 3 clusters Score -2.321206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23212054.000000 Penalty: 6043.675293
	Iteration 53Q: 3 clusters Score -2.321205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193009 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23212052.000000 Penalty: 6043.675293
	Iteration 54Q: 3 clusters Score -2.321205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193017 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -23212048.000000 Penalty: 6043.675293
	Iteration 55Q: 3 clusters Score -2.321205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -23212058.000000 Penalty: 6043.675293
	Iteration 56Q: 3 clusters Score -2.321206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -23212062.000000 Penalty: 6043.675293
	Iteration 57Q: 3 clusters Score -2.321206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193037 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -23212056.000000 Penalty: 6043.675293
	Iteration 58Q: 3 clusters Score -2.321206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193041 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23212052.000000 Penalty: 6043.675293
	Iteration 59Q: 3 clusters Score -2.321205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193045 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -23212034.000000 Penalty: 6043.675293
	Iteration 60F: 3 clusters Score -2.321203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193048 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -23212038.000000 Penalty: 6043.675293
	Iteration 61Q: 3 clusters Score -2.321204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193049 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -23212036.000000 Penalty: 6043.675293
	Iteration 62Q: 3 clusters Score -2.321204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193049 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -23212036.000000 Penalty: 6043.675293
	Iteration 63F: 3 clusters Score -2.321204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 95265 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 193049 members 
Mstep: Class 7 contains 22822 members 
Mstep: Class 8 contains 120654 members 
Mstep: Class 11 contains 18623 members 
Mstep: Class 14 contains 182570 members 
Mstep: Class 15 contains 58584 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 15068 members 
Mstep: Class 18 contains 155399 members 
Mstep: Class 20 contains 19861 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 106074 members 
Entering Unmasked Estep 
Score: -118011592.000000 Penalty: 54895.289062
Splitting cluster 5 changes total score from -118009968.000000 to -118011592.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (22822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Entering Unmasked Estep 
Score: -2630670.250000 Penalty: 2488.799072
	Iteration 0F: 2 clusters Score -2630670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2614796.500000 Penalty: 4977.598145
	Iteration 0F: 3 clusters Score -2614796 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2621538.000000 Penalty: 4977.598145
	Iteration 1F: 3 clusters Score -2621538 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2626110.750000 Penalty: 4977.598145
	Iteration 2F: 3 clusters Score -2626111 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2630597.750000 Penalty: 4977.598145
	Iteration 3F: 3 clusters Score -2630598 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2634463.250000 Penalty: 4977.598145
	Iteration 4F: 3 clusters Score -2634463 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2636831.250000 Penalty: 4977.598145
	Iteration 5F: 3 clusters Score -2636831 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2637795.750000 Penalty: 4977.598145
	Iteration 6F: 3 clusters Score -2637796 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2638163.250000 Penalty: 4977.598145
	Iteration 7Q: 3 clusters Score -2638163 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2638357.000000 Penalty: 4977.598145
	Iteration 8Q: 3 clusters Score -2638357 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2638446.000000 Penalty: 4977.598145
	Iteration 9Q: 3 clusters Score -2638446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2638485.000000 Penalty: 4977.598145
	Iteration 10Q: 3 clusters Score -2638485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2638510.500000 Penalty: 4977.598145
	Iteration 11Q: 3 clusters Score -2638510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2638528.500000 Penalty: 4977.598145
	Iteration 12Q: 3 clusters Score -2638528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2638537.000000 Penalty: 4977.598145
	Iteration 13Q: 3 clusters Score -2638537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2638537.750000 Penalty: 4977.598145
	Iteration 14Q: 3 clusters Score -2638538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2638545.000000 Penalty: 4977.598145
	Iteration 15Q: 3 clusters Score -2638545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2638544.000000 Penalty: 4977.598145
	Iteration 16Q: 3 clusters Score -2638544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2638551.000000 Penalty: 4977.598145
	Iteration 17Q: 3 clusters Score -2638551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2638564.500000 Penalty: 4977.598145
	Iteration 18Q: 3 clusters Score -2638564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2638560.500000 Penalty: 4977.598145
	Iteration 19Q: 3 clusters Score -2638560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2638562.000000 Penalty: 4977.598145
	Iteration 20F: 3 clusters Score -2638562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2638563.500000 Penalty: 4977.598145
	Iteration 21Q: 3 clusters Score -2638564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2638565.500000 Penalty: 4977.598145
	Iteration 22Q: 3 clusters Score -2638566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2638566.000000 Penalty: 4977.598145
	Iteration 23Q: 3 clusters Score -2638566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2638566.000000 Penalty: 4977.598145
	Iteration 24F: 3 clusters Score -2638566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 95265 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 193049 members 
Mstep: Class 6 contains 19438 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 120654 members 
Mstep: Class 11 contains 18623 members 
Mstep: Class 14 contains 182570 members 
Mstep: Class 15 contains 58584 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 15068 members 
Mstep: Class 18 contains 155399 members 
Mstep: Class 20 contains 19861 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 106074 members 
Entering Unmasked Estep 
Score: -118018856.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118009968.000000 to -118018856.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (120654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Entering Unmasked Estep 
Score: -14321786.000000 Penalty: 2901.769287
	Iteration 0F: 2 clusters Score -1.432179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -14240868.000000 Penalty: 5803.538574
	Iteration 0F: 3 clusters Score -1.424087e+07 nChanged 57435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -14274495.000000 Penalty: 5803.538574
	Iteration 1F: 3 clusters Score -1.42745e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -14275511.000000 Penalty: 5803.538574
	Iteration 2Q: 3 clusters Score -1.427551e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -14276958.000000 Penalty: 5803.538574
	Iteration 3Q: 3 clusters Score -1.427696e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -14278867.000000 Penalty: 5803.538574
	Iteration 4Q: 3 clusters Score -1.427887e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -14282069.000000 Penalty: 5803.538574
	Iteration 5Q: 3 clusters Score -1.428207e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -14286851.000000 Penalty: 5803.538574
	Iteration 6F: 3 clusters Score -1.428685e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -14292868.000000 Penalty: 5803.538574
	Iteration 7F: 3 clusters Score -1.429287e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -14299341.000000 Penalty: 5803.538574
	Iteration 8F: 3 clusters Score -1.429934e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -14304203.000000 Penalty: 5803.538574
	Iteration 9F: 3 clusters Score -1.43042e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -14306644.000000 Penalty: 5803.538574
	Iteration 10Q: 3 clusters Score -1.430664e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -14307937.000000 Penalty: 5803.538574
	Iteration 11Q: 3 clusters Score -1.430794e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -14308974.000000 Penalty: 5803.538574
	Iteration 12Q: 3 clusters Score -1.430897e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -14309781.000000 Penalty: 5803.538574
	Iteration 13Q: 3 clusters Score -1.430978e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -14310736.000000 Penalty: 5803.538574
	Iteration 14Q: 3 clusters Score -1.431074e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -14311710.000000 Penalty: 5803.538574
	Iteration 15Q: 3 clusters Score -1.431171e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -14312588.000000 Penalty: 5803.538574
	Iteration 16Q: 3 clusters Score -1.431259e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -14313289.000000 Penalty: 5803.538574
	Iteration 17Q: 3 clusters Score -1.431329e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -14313872.000000 Penalty: 5803.538574
	Iteration 18Q: 3 clusters Score -1.431387e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -14314372.000000 Penalty: 5803.538574
	Iteration 19Q: 3 clusters Score -1.431437e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -14314813.000000 Penalty: 5803.538574
	Iteration 20F: 3 clusters Score -1.431481e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -14315135.000000 Penalty: 5803.538574
	Iteration 21Q: 3 clusters Score -1.431514e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -14315381.000000 Penalty: 5803.538574
	Iteration 22Q: 3 clusters Score -1.431538e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103755 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -14315704.000000 Penalty: 5803.538574
	Iteration 23Q: 3 clusters Score -1.43157e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -14315856.000000 Penalty: 5803.538574
	Iteration 24Q: 3 clusters Score -1.431586e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -14316120.000000 Penalty: 5803.538574
	Iteration 25Q: 3 clusters Score -1.431612e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -14316262.000000 Penalty: 5803.538574
	Iteration 26Q: 3 clusters Score -1.431626e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -14316442.000000 Penalty: 5803.538574
	Iteration 27Q: 3 clusters Score -1.431644e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -14316683.000000 Penalty: 5803.538574
	Iteration 28Q: 3 clusters Score -1.431668e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -14316855.000000 Penalty: 5803.538574
	Iteration 29Q: 3 clusters Score -1.431686e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -14317005.000000 Penalty: 5803.538574
	Iteration 30Q: 3 clusters Score -1.4317e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -14317136.000000 Penalty: 5803.538574
	Iteration 31Q: 3 clusters Score -1.431714e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -14317315.000000 Penalty: 5803.538574
	Iteration 32Q: 3 clusters Score -1.431732e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110500 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -14317425.000000 Penalty: 5803.538574
	Iteration 33Q: 3 clusters Score -1.431742e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -14317615.000000 Penalty: 5803.538574
	Iteration 34Q: 3 clusters Score -1.431762e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111589 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -14317788.000000 Penalty: 5803.538574
	Iteration 35Q: 3 clusters Score -1.431779e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -14317932.000000 Penalty: 5803.538574
	Iteration 36Q: 3 clusters Score -1.431793e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -14318028.000000 Penalty: 5803.538574
	Iteration 37Q: 3 clusters Score -1.431803e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113017 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -14318147.000000 Penalty: 5803.538574
	Iteration 38Q: 3 clusters Score -1.431815e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -14318293.000000 Penalty: 5803.538574
	Iteration 39Q: 3 clusters Score -1.431829e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -14318446.000000 Penalty: 5803.538574
	Iteration 40F: 3 clusters Score -1.431845e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -14318562.000000 Penalty: 5803.538574
	Iteration 41Q: 3 clusters Score -1.431856e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114624 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -14318636.000000 Penalty: 5803.538574
	Iteration 42Q: 3 clusters Score -1.431864e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -14318733.000000 Penalty: 5803.538574
	Iteration 43Q: 3 clusters Score -1.431873e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -14318810.000000 Penalty: 5803.538574
	Iteration 44Q: 3 clusters Score -1.431881e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -14318917.000000 Penalty: 5803.538574
	Iteration 45Q: 3 clusters Score -1.431892e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -14318936.000000 Penalty: 5803.538574
	Iteration 46Q: 3 clusters Score -1.431894e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -14318979.000000 Penalty: 5803.538574
	Iteration 47Q: 3 clusters Score -1.431898e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -14319067.000000 Penalty: 5803.538574
	Iteration 48Q: 3 clusters Score -1.431907e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116500 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -14319120.000000 Penalty: 5803.538574
	Iteration 49Q: 3 clusters Score -1.431912e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -14319123.000000 Penalty: 5803.538574
	Iteration 50Q: 3 clusters Score -1.431912e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116787 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -14319139.000000 Penalty: 5803.538574
	Iteration 51Q: 3 clusters Score -1.431914e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14319179.000000 Penalty: 5803.538574
	Iteration 52Q: 3 clusters Score -1.431918e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -14319212.000000 Penalty: 5803.538574
	Iteration 53Q: 3 clusters Score -1.431921e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14319248.000000 Penalty: 5803.538574
	Iteration 54Q: 3 clusters Score -1.431925e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -14319262.000000 Penalty: 5803.538574
	Iteration 55Q: 3 clusters Score -1.431926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117389 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14319303.000000 Penalty: 5803.538574
	Iteration 56Q: 3 clusters Score -1.43193e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -14319321.000000 Penalty: 5803.538574
	Iteration 57Q: 3 clusters Score -1.431932e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14319326.000000 Penalty: 5803.538574
	Iteration 58Q: 3 clusters Score -1.431933e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -14319334.000000 Penalty: 5803.538574
	Iteration 59Q: 3 clusters Score -1.431933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14319353.000000 Penalty: 5803.538574
	Iteration 60F: 3 clusters Score -1.431935e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117694 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -14319354.000000 Penalty: 5803.538574
	Iteration 61Q: 3 clusters Score -1.431935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14319363.000000 Penalty: 5803.538574
	Iteration 62Q: 3 clusters Score -1.431936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -14319370.000000 Penalty: 5803.538574
	Iteration 63Q: 3 clusters Score -1.431937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -14319385.000000 Penalty: 5803.538574
	Iteration 64Q: 3 clusters Score -1.431938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -14319397.000000 Penalty: 5803.538574
	Iteration 65Q: 3 clusters Score -1.43194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -14319408.000000 Penalty: 5803.538574
	Iteration 66Q: 3 clusters Score -1.431941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -14319415.000000 Penalty: 5803.538574
	Iteration 67Q: 3 clusters Score -1.431942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117928 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -14319413.000000 Penalty: 5803.538574
	Iteration 68Q: 3 clusters Score -1.431941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -14319432.000000 Penalty: 5803.538574
	Iteration 69Q: 3 clusters Score -1.431943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14319435.000000 Penalty: 5803.538574
	Iteration 70Q: 3 clusters Score -1.431944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -14319434.000000 Penalty: 5803.538574
	Iteration 71Q: 3 clusters Score -1.431943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -14319447.000000 Penalty: 5803.538574
	Iteration 72Q: 3 clusters Score -1.431945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -14319471.000000 Penalty: 5803.538574
	Iteration 73Q: 3 clusters Score -1.431947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14319477.000000 Penalty: 5803.538574
	Iteration 74Q: 3 clusters Score -1.431948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14319465.000000 Penalty: 5803.538574
	Iteration 75Q: 3 clusters Score -1.431946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14319472.000000 Penalty: 5803.538574
	Iteration 76Q: 3 clusters Score -1.431947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14319467.000000 Penalty: 5803.538574
	Iteration 77Q: 3 clusters Score -1.431947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -14319470.000000 Penalty: 5803.538574
	Iteration 78Q: 3 clusters Score -1.431947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -14319460.000000 Penalty: 5803.538574
	Iteration 79Q: 3 clusters Score -1.431946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118026 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -14319457.000000 Penalty: 5803.538574
	Iteration 80F: 3 clusters Score -1.431946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -14319459.000000 Penalty: 5803.538574
	Iteration 81Q: 3 clusters Score -1.431946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118042 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14319469.000000 Penalty: 5803.538574
	Iteration 82Q: 3 clusters Score -1.431947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -14319471.000000 Penalty: 5803.538574
	Iteration 83Q: 3 clusters Score -1.431947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -14319466.000000 Penalty: 5803.538574
	Iteration 84Q: 3 clusters Score -1.431947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -14319472.000000 Penalty: 5803.538574
	Iteration 85Q: 3 clusters Score -1.431947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14319473.000000 Penalty: 5803.538574
	Iteration 86Q: 3 clusters Score -1.431947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118066 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -14319478.000000 Penalty: 5803.538574
	Iteration 87Q: 3 clusters Score -1.431948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -14319476.000000 Penalty: 5803.538574
	Iteration 88Q: 3 clusters Score -1.431948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -14319478.000000 Penalty: 5803.538574
	Iteration 89Q: 3 clusters Score -1.431948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -14319492.000000 Penalty: 5803.538574
	Iteration 90Q: 3 clusters Score -1.431949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -14319478.000000 Penalty: 5803.538574
	Iteration 91Q: 3 clusters Score -1.431948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -14319492.000000 Penalty: 5803.538574
	Iteration 92Q: 3 clusters Score -1.431949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14319490.000000 Penalty: 5803.538574
	Iteration 93Q: 3 clusters Score -1.431949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14319498.000000 Penalty: 5803.538574
	Iteration 94Q: 3 clusters Score -1.43195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -14319502.000000 Penalty: 5803.538574
	Iteration 95Q: 3 clusters Score -1.43195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -14319502.000000 Penalty: 5803.538574
	Iteration 96Q: 3 clusters Score -1.43195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -14319504.000000 Penalty: 5803.538574
	Iteration 97Q: 3 clusters Score -1.43195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118170 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -14319516.000000 Penalty: 5803.538574
	Iteration 98Q: 3 clusters Score -1.431952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -14319518.000000 Penalty: 5803.538574
	Iteration 99Q: 3 clusters Score -1.431952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14319524.000000 Penalty: 5803.538574
	Iteration 100F: 3 clusters Score -1.431952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14319525.000000 Penalty: 5803.538574
	Iteration 101Q: 3 clusters Score -1.431952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14319532.000000 Penalty: 5803.538574
	Iteration 102Q: 3 clusters Score -1.431953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14319532.000000 Penalty: 5803.538574
	Iteration 103Q: 3 clusters Score -1.431953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -14319537.000000 Penalty: 5803.538574
	Iteration 104Q: 3 clusters Score -1.431954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -14319537.000000 Penalty: 5803.538574
	Iteration 105F: 3 clusters Score -1.431954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2227846.250000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2227846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2214724.750000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2214725 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2219003.750000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2219004 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2219454.000000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2219454 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2219856.250000 Penalty: 4876.747559
	Iteration 3F: 3 clusters Score -2219856 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2220248.000000 Penalty: 4876.747559
	Iteration 4Q: 3 clusters Score -2220248 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2220618.000000 Penalty: 4876.747559
	Iteration 5Q: 3 clusters Score -2220618 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2221036.750000 Penalty: 4876.747559
	Iteration 6Q: 3 clusters Score -2221037 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2221548.250000 Penalty: 4876.747559
	Iteration 7Q: 3 clusters Score -2221548 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2222228.750000 Penalty: 4876.747559
	Iteration 8F: 3 clusters Score -2222229 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2223089.500000 Penalty: 4876.747559
	Iteration 9F: 3 clusters Score -2223090 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2223970.750000 Penalty: 4876.747559
	Iteration 10F: 3 clusters Score -2223971 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2224613.500000 Penalty: 4876.747559
	Iteration 11Q: 3 clusters Score -2224614 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2224993.250000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2224993 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2225228.500000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2225228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2225367.750000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2225368 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2225489.750000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2225490 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2225569.250000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2225569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2225608.250000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2225608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2225648.250000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2225648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2225673.250000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2225673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2225698.250000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2225698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2225719.750000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2225720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2225736.250000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2225736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2225753.750000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2225754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2225773.000000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2225773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2225796.000000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2225796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2225807.000000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2225807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2225824.500000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2225824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2225829.000000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2225829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2225837.000000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2225837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2225843.000000 Penalty: 4876.747559
	Iteration 30Q: 3 clusters Score -2225843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2225860.750000 Penalty: 4876.747559
	Iteration 31Q: 3 clusters Score -2225861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2225871.750000 Penalty: 4876.747559
	Iteration 32Q: 3 clusters Score -2225872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2225873.500000 Penalty: 4876.747559
	Iteration 33Q: 3 clusters Score -2225874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2225876.750000 Penalty: 4876.747559
	Iteration 34Q: 3 clusters Score -2225877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2225890.000000 Penalty: 4876.747559
	Iteration 35Q: 3 clusters Score -2225890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2225896.750000 Penalty: 4876.747559
	Iteration 36Q: 3 clusters Score -2225897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2225896.000000 Penalty: 4876.747559
	Iteration 37Q: 3 clusters Score -2225896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2225900.000000 Penalty: 4876.747559
	Iteration 38Q: 3 clusters Score -2225900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2225906.250000 Penalty: 4876.747559
	Iteration 39Q: 3 clusters Score -2225906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2225912.750000 Penalty: 4876.747559
	Iteration 40F: 3 clusters Score -2225913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2225910.250000 Penalty: 4876.747559
	Iteration 41Q: 3 clusters Score -2225910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2225910.500000 Penalty: 4876.747559
	Iteration 42Q: 3 clusters Score -2225910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2225914.250000 Penalty: 4876.747559
	Iteration 43Q: 3 clusters Score -2225914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2225916.000000 Penalty: 4876.747559
	Iteration 44Q: 3 clusters Score -2225916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2225917.500000 Penalty: 4876.747559
	Iteration 45Q: 3 clusters Score -2225918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2225919.250000 Penalty: 4876.747559
	Iteration 46Q: 3 clusters Score -2225919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2225914.250000 Penalty: 4876.747559
	Iteration 47Q: 3 clusters Score -2225914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2225915.500000 Penalty: 4876.747559
	Iteration 48Q: 3 clusters Score -2225916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2225916.250000 Penalty: 4876.747559
	Iteration 49Q: 3 clusters Score -2225916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2225915.250000 Penalty: 4876.747559
	Iteration 50Q: 3 clusters Score -2225915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2225915.750000 Penalty: 4876.747559
	Iteration 51Q: 3 clusters Score -2225916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2225915.750000 Penalty: 4876.747559
	Iteration 52F: 3 clusters Score -2225916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182570 members 
Entering Unmasked Estep 
Score: -21470366.000000 Penalty: 3004.492432
	Iteration 0F: 2 clusters Score -2.147037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -21352926.000000 Penalty: 6008.984863
	Iteration 0F: 3 clusters Score -2.135293e+07 nChanged 87433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -21404780.000000 Penalty: 6008.984863
	Iteration 1F: 3 clusters Score -2.140478e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -21405898.000000 Penalty: 6008.984863
	Iteration 2Q: 3 clusters Score -2.14059e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -21407232.000000 Penalty: 6008.984863
	Iteration 3Q: 3 clusters Score -2.140723e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -21409078.000000 Penalty: 6008.984863
	Iteration 4Q: 3 clusters Score -2.140908e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -21412014.000000 Penalty: 6008.984863
	Iteration 5Q: 3 clusters Score -2.141201e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -21416178.000000 Penalty: 6008.984863
	Iteration 6Q: 3 clusters Score -2.141618e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -21421500.000000 Penalty: 6008.984863
	Iteration 7F: 3 clusters Score -2.14215e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -21428102.000000 Penalty: 6008.984863
	Iteration 8F: 3 clusters Score -2.14281e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -21435068.000000 Penalty: 6008.984863
	Iteration 9F: 3 clusters Score -2.143507e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120192 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -21441744.000000 Penalty: 6008.984863
	Iteration 10F: 3 clusters Score -2.144174e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -21446400.000000 Penalty: 6008.984863
	Iteration 11Q: 3 clusters Score -2.14464e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -21448806.000000 Penalty: 6008.984863
	Iteration 12Q: 3 clusters Score -2.144881e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -21450038.000000 Penalty: 6008.984863
	Iteration 13Q: 3 clusters Score -2.145004e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130745 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -21450808.000000 Penalty: 6008.984863
	Iteration 14Q: 3 clusters Score -2.145081e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133333 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -21451440.000000 Penalty: 6008.984863
	Iteration 15Q: 3 clusters Score -2.145144e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -21452188.000000 Penalty: 6008.984863
	Iteration 16Q: 3 clusters Score -2.145219e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -21453046.000000 Penalty: 6008.984863
	Iteration 17Q: 3 clusters Score -2.145305e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -21453856.000000 Penalty: 6008.984863
	Iteration 18Q: 3 clusters Score -2.145386e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -21454680.000000 Penalty: 6008.984863
	Iteration 19Q: 3 clusters Score -2.145468e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -21455820.000000 Penalty: 6008.984863
	Iteration 20F: 3 clusters Score -2.145582e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -21456796.000000 Penalty: 6008.984863
	Iteration 21Q: 3 clusters Score -2.14568e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -21457990.000000 Penalty: 6008.984863
	Iteration 22Q: 3 clusters Score -2.145799e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -21459100.000000 Penalty: 6008.984863
	Iteration 23Q: 3 clusters Score -2.14591e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -21460096.000000 Penalty: 6008.984863
	Iteration 24Q: 3 clusters Score -2.14601e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -21460992.000000 Penalty: 6008.984863
	Iteration 25Q: 3 clusters Score -2.146099e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -21461922.000000 Penalty: 6008.984863
	Iteration 26Q: 3 clusters Score -2.146192e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -21462824.000000 Penalty: 6008.984863
	Iteration 27Q: 3 clusters Score -2.146282e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -21463692.000000 Penalty: 6008.984863
	Iteration 28Q: 3 clusters Score -2.146369e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173086 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -21464558.000000 Penalty: 6008.984863
	Iteration 29Q: 3 clusters Score -2.146456e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -21465186.000000 Penalty: 6008.984863
	Iteration 30Q: 3 clusters Score -2.146519e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -21465600.000000 Penalty: 6008.984863
	Iteration 31Q: 3 clusters Score -2.14656e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177018 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -21465988.000000 Penalty: 6008.984863
	Iteration 32Q: 3 clusters Score -2.146599e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177876 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -21466314.000000 Penalty: 6008.984863
	Iteration 33Q: 3 clusters Score -2.146631e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -21466646.000000 Penalty: 6008.984863
	Iteration 34Q: 3 clusters Score -2.146665e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -21466878.000000 Penalty: 6008.984863
	Iteration 35Q: 3 clusters Score -2.146688e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -21467014.000000 Penalty: 6008.984863
	Iteration 36Q: 3 clusters Score -2.146701e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179850 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -21467154.000000 Penalty: 6008.984863
	Iteration 37Q: 3 clusters Score -2.146715e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21467232.000000 Penalty: 6008.984863
	Iteration 38Q: 3 clusters Score -2.146723e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180294 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21467318.000000 Penalty: 6008.984863
	Iteration 39Q: 3 clusters Score -2.146732e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21467382.000000 Penalty: 6008.984863
	Iteration 40F: 3 clusters Score -2.146738e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180631 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -21467464.000000 Penalty: 6008.984863
	Iteration 41Q: 3 clusters Score -2.146746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21467506.000000 Penalty: 6008.984863
	Iteration 42Q: 3 clusters Score -2.146751e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180860 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -21467540.000000 Penalty: 6008.984863
	Iteration 43Q: 3 clusters Score -2.146754e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21467594.000000 Penalty: 6008.984863
	Iteration 44Q: 3 clusters Score -2.146759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21467620.000000 Penalty: 6008.984863
	Iteration 45Q: 3 clusters Score -2.146762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21467656.000000 Penalty: 6008.984863
	Iteration 46Q: 3 clusters Score -2.146766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181145 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -21467672.000000 Penalty: 6008.984863
	Iteration 47Q: 3 clusters Score -2.146767e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21467690.000000 Penalty: 6008.984863
	Iteration 48Q: 3 clusters Score -2.146769e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181213 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21467704.000000 Penalty: 6008.984863
	Iteration 49Q: 3 clusters Score -2.14677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181242 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21467726.000000 Penalty: 6008.984863
	Iteration 50Q: 3 clusters Score -2.146773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181273 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21467750.000000 Penalty: 6008.984863
	Iteration 51Q: 3 clusters Score -2.146775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21467744.000000 Penalty: 6008.984863
	Iteration 52Q: 3 clusters Score -2.146774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21467770.000000 Penalty: 6008.984863
	Iteration 53Q: 3 clusters Score -2.146777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21467764.000000 Penalty: 6008.984863
	Iteration 54Q: 3 clusters Score -2.146776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181375 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21467778.000000 Penalty: 6008.984863
	Iteration 55Q: 3 clusters Score -2.146778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181376 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21467784.000000 Penalty: 6008.984863
	Iteration 56Q: 3 clusters Score -2.146778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181377 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21467782.000000 Penalty: 6008.984863
	Iteration 57Q: 3 clusters Score -2.146778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21467798.000000 Penalty: 6008.984863
	Iteration 58Q: 3 clusters Score -2.14678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181380 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21467802.000000 Penalty: 6008.984863
	Iteration 59Q: 3 clusters Score -2.14678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21467802.000000 Penalty: 6008.984863
	Iteration 60F: 3 clusters Score -2.14678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21467810.000000 Penalty: 6008.984863
	Iteration 61Q: 3 clusters Score -2.146781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21467808.000000 Penalty: 6008.984863
	Iteration 62Q: 3 clusters Score -2.146781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21467808.000000 Penalty: 6008.984863
	Iteration 63Q: 3 clusters Score -2.146781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181388 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21467810.000000 Penalty: 6008.984863
	Iteration 64Q: 3 clusters Score -2.146781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181390 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21467824.000000 Penalty: 6008.984863
	Iteration 65Q: 3 clusters Score -2.146782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21467832.000000 Penalty: 6008.984863
	Iteration 66Q: 3 clusters Score -2.146783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21467816.000000 Penalty: 6008.984863
	Iteration 67Q: 3 clusters Score -2.146782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21467832.000000 Penalty: 6008.984863
	Iteration 68Q: 3 clusters Score -2.146783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181398 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21467834.000000 Penalty: 6008.984863
	Iteration 69Q: 3 clusters Score -2.146783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181398 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21467834.000000 Penalty: 6008.984863
	Iteration 70F: 3 clusters Score -2.146783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (58584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Entering Unmasked Estep 
Score: -6924086.500000 Penalty: 2722.597900
	Iteration 0F: 2 clusters Score -6924086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -6884426.500000 Penalty: 5445.195801
	Iteration 0F: 3 clusters Score -6884426 nChanged 27454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -6899848.000000 Penalty: 5445.195801
	Iteration 1F: 3 clusters Score -6899848 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6900510.500000 Penalty: 5445.195801
	Iteration 2Q: 3 clusters Score -6900510 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -6901257.000000 Penalty: 5445.195801
	Iteration 3Q: 3 clusters Score -6901257 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -6902350.000000 Penalty: 5445.195801
	Iteration 4Q: 3 clusters Score -6902350 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6904065.500000 Penalty: 5445.195801
	Iteration 5F: 3 clusters Score -6904066 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -6906886.500000 Penalty: 5445.195801
	Iteration 6F: 3 clusters Score -6906886 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -6911208.000000 Penalty: 5445.195801
	Iteration 7F: 3 clusters Score -6911208 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -6916223.000000 Penalty: 5445.195801
	Iteration 8F: 3 clusters Score -6916223 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -6919884.500000 Penalty: 5445.195801
	Iteration 9F: 3 clusters Score -6919884 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -6921653.500000 Penalty: 5445.195801
	Iteration 10Q: 3 clusters Score -6921654 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -6922429.000000 Penalty: 5445.195801
	Iteration 11Q: 3 clusters Score -6922429 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -6922798.500000 Penalty: 5445.195801
	Iteration 12Q: 3 clusters Score -6922798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -6922954.500000 Penalty: 5445.195801
	Iteration 13Q: 3 clusters Score -6922954 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -6923031.500000 Penalty: 5445.195801
	Iteration 14Q: 3 clusters Score -6923032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -6923065.500000 Penalty: 5445.195801
	Iteration 15Q: 3 clusters Score -6923066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6923076.500000 Penalty: 5445.195801
	Iteration 16Q: 3 clusters Score -6923076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -6923077.500000 Penalty: 5445.195801
	Iteration 17Q: 3 clusters Score -6923078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -6923085.500000 Penalty: 5445.195801
	Iteration 18Q: 3 clusters Score -6923086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -6923097.000000 Penalty: 5445.195801
	Iteration 19Q: 3 clusters Score -6923097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -6923114.000000 Penalty: 5445.195801
	Iteration 20F: 3 clusters Score -6923114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -6923110.000000 Penalty: 5445.195801
	Iteration 21Q: 3 clusters Score -6923110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -6923112.500000 Penalty: 5445.195801
	Iteration 22Q: 3 clusters Score -6923112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -6923121.500000 Penalty: 5445.195801
	Iteration 23Q: 3 clusters Score -6923122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -6923123.000000 Penalty: 5445.195801
	Iteration 24Q: 3 clusters Score -6923123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -6923132.500000 Penalty: 5445.195801
	Iteration 25Q: 3 clusters Score -6923132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6923133.500000 Penalty: 5445.195801
	Iteration 26Q: 3 clusters Score -6923134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6923133.500000 Penalty: 5445.195801
	Iteration 27F: 3 clusters Score -6923134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -87711.062500 Penalty: 1668.403076
	Iteration 0F: 2 clusters Score -87711.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86135.734375 Penalty: 3336.806152
	Iteration 0F: 3 clusters Score -86135.73 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86871.804688 Penalty: 3336.806152
	Iteration 1F: 3 clusters Score -86871.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87141.093750 Penalty: 3336.806152
	Iteration 2F: 3 clusters Score -87141.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -87271.664062 Penalty: 3336.806152
	Iteration 3F: 3 clusters Score -87271.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -87339.164062 Penalty: 3336.806152
	Iteration 4Q: 3 clusters Score -87339.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87410.531250 Penalty: 3336.806152
	Iteration 5Q: 3 clusters Score -87410.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87421.195312 Penalty: 3336.806152
	Iteration 6Q: 3 clusters Score -87421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87440.835938 Penalty: 3336.806152
	Iteration 7Q: 3 clusters Score -87440.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87465.875000 Penalty: 3336.806152
	Iteration 8Q: 3 clusters Score -87465.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -87476.265625 Penalty: 3336.806152
	Iteration 9Q: 3 clusters Score -87476.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -87476.914062 Penalty: 3336.806152
	Iteration 10Q: 3 clusters Score -87476.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -87476.914062 Penalty: 3336.806152
	Iteration 11F: 3 clusters Score -87476.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1760123.375000 Penalty: 2385.841553
	Iteration 0F: 2 clusters Score -1760123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1749184.500000 Penalty: 4771.683105
	Iteration 0F: 3 clusters Score -1749184 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1752854.750000 Penalty: 4771.683105
	Iteration 1F: 3 clusters Score -1752855 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1753592.000000 Penalty: 4771.683105
	Iteration 2F: 3 clusters Score -1753592 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1754510.750000 Penalty: 4771.683105
	Iteration 3F: 3 clusters Score -1754511 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1755603.000000 Penalty: 4771.683105
	Iteration 4F: 3 clusters Score -1755603 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1756638.250000 Penalty: 4771.683105
	Iteration 5F: 3 clusters Score -1756638 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1757487.500000 Penalty: 4771.683105
	Iteration 6F: 3 clusters Score -1757488 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1758243.500000 Penalty: 4771.683105
	Iteration 7F: 3 clusters Score -1758244 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1758781.375000 Penalty: 4771.683105
	Iteration 8Q: 3 clusters Score -1758781 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1759117.500000 Penalty: 4771.683105
	Iteration 9Q: 3 clusters Score -1759118 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1759295.000000 Penalty: 4771.683105
	Iteration 10Q: 3 clusters Score -1759295 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1759404.875000 Penalty: 4771.683105
	Iteration 11Q: 3 clusters Score -1759405 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1759447.875000 Penalty: 4771.683105
	Iteration 12Q: 3 clusters Score -1759448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1759491.625000 Penalty: 4771.683105
	Iteration 13Q: 3 clusters Score -1759492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1759506.875000 Penalty: 4771.683105
	Iteration 14Q: 3 clusters Score -1759507 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1759526.125000 Penalty: 4771.683105
	Iteration 15Q: 3 clusters Score -1759526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1759530.250000 Penalty: 4771.683105
	Iteration 16Q: 3 clusters Score -1759530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1759535.500000 Penalty: 4771.683105
	Iteration 17Q: 3 clusters Score -1759536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1759536.500000 Penalty: 4771.683105
	Iteration 18Q: 3 clusters Score -1759536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1759535.875000 Penalty: 4771.683105
	Iteration 19Q: 3 clusters Score -1759536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1759535.875000 Penalty: 4771.683105
	Iteration 20F: 3 clusters Score -1759536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1759533.750000 Penalty: 4771.683105
	Iteration 21Q: 3 clusters Score -1759534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1759535.000000 Penalty: 4771.683105
	Iteration 22Q: 3 clusters Score -1759535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1759538.875000 Penalty: 4771.683105
	Iteration 23Q: 3 clusters Score -1759539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1759541.875000 Penalty: 4771.683105
	Iteration 24Q: 3 clusters Score -1759542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1759542.875000 Penalty: 4771.683105
	Iteration 25Q: 3 clusters Score -1759543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1759539.875000 Penalty: 4771.683105
	Iteration 26Q: 3 clusters Score -1759540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1759543.250000 Penalty: 4771.683105
	Iteration 27Q: 3 clusters Score -1759543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1759543.250000 Penalty: 4771.683105
	Iteration 28F: 3 clusters Score -1759543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (155399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155399 members 
Entering Unmasked Estep 
Score: -18393572.000000 Penalty: 2964.530273
	Iteration 0F: 2 clusters Score -1.839357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -18289490.000000 Penalty: 5929.060547
	Iteration 0F: 3 clusters Score -1.828949e+07 nChanged 74551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -18332778.000000 Penalty: 5929.060547
	Iteration 1F: 3 clusters Score -1.833278e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -18333778.000000 Penalty: 5929.060547
	Iteration 2Q: 3 clusters Score -1.833378e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -18335120.000000 Penalty: 5929.060547
	Iteration 3Q: 3 clusters Score -1.833512e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -18337220.000000 Penalty: 5929.060547
	Iteration 4Q: 3 clusters Score -1.833722e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -18341088.000000 Penalty: 5929.060547
	Iteration 5F: 3 clusters Score -1.834109e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -18348210.000000 Penalty: 5929.060547
	Iteration 6F: 3 clusters Score -1.834821e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -18359372.000000 Penalty: 5929.060547
	Iteration 7F: 3 clusters Score -1.835937e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -18372786.000000 Penalty: 5929.060547
	Iteration 8F: 3 clusters Score -1.837279e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -18383686.000000 Penalty: 5929.060547
	Iteration 9F: 3 clusters Score -1.838369e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -18388838.000000 Penalty: 5929.060547
	Iteration 10Q: 3 clusters Score -1.838884e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 154610 members 
Entering Unmasked Estep 
Score: -18390288.000000 Penalty: 5929.060547
	Iteration 11Q: 3 clusters Score -1.839029e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -18390656.000000 Penalty: 5929.060547
	Iteration 12Q: 3 clusters Score -1.839066e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18390808.000000 Penalty: 5929.060547
	Iteration 13Q: 3 clusters Score -1.839081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -18390876.000000 Penalty: 5929.060547
	Iteration 14Q: 3 clusters Score -1.839088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -18390914.000000 Penalty: 5929.060547
	Iteration 15Q: 3 clusters Score -1.839091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -18390910.000000 Penalty: 5929.060547
	Iteration 16Q: 3 clusters Score -1.839091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -18390938.000000 Penalty: 5929.060547
	Iteration 17Q: 3 clusters Score -1.839094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -18390936.000000 Penalty: 5929.060547
	Iteration 18Q: 3 clusters Score -1.839094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -18390944.000000 Penalty: 5929.060547
	Iteration 19Q: 3 clusters Score -1.839094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -18390942.000000 Penalty: 5929.060547
	Iteration 20F: 3 clusters Score -1.839094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -18390948.000000 Penalty: 5929.060547
	Iteration 21Q: 3 clusters Score -1.839095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -18390952.000000 Penalty: 5929.060547
	Iteration 22Q: 3 clusters Score -1.839095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -18390964.000000 Penalty: 5929.060547
	Iteration 23Q: 3 clusters Score -1.839096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -18390958.000000 Penalty: 5929.060547
	Iteration 24Q: 3 clusters Score -1.839096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -18390972.000000 Penalty: 5929.060547
	Iteration 25Q: 3 clusters Score -1.839097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -18390962.000000 Penalty: 5929.060547
	Iteration 26Q: 3 clusters Score -1.839096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -18390958.000000 Penalty: 5929.060547
	Iteration 27Q: 3 clusters Score -1.839096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -18390962.000000 Penalty: 5929.060547
	Iteration 28Q: 3 clusters Score -1.839096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -18390962.000000 Penalty: 5929.060547
	Iteration 29Q: 3 clusters Score -1.839096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -18390962.000000 Penalty: 5929.060547
	Iteration 30F: 3 clusters Score -1.839096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Entering Unmasked Estep 
Score: -2246743.750000 Penalty: 2454.335205
	Iteration 0F: 2 clusters Score -2246744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2232800.500000 Penalty: 4908.670410
	Iteration 0F: 3 clusters Score -2232800 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2237635.000000 Penalty: 4908.670410
	Iteration 1F: 3 clusters Score -2237635 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2238230.750000 Penalty: 4908.670410
	Iteration 2F: 3 clusters Score -2238231 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2238806.000000 Penalty: 4908.670410
	Iteration 3F: 3 clusters Score -2238806 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2239396.500000 Penalty: 4908.670410
	Iteration 4F: 3 clusters Score -2239396 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2240045.250000 Penalty: 4908.670410
	Iteration 5F: 3 clusters Score -2240045 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2240691.750000 Penalty: 4908.670410
	Iteration 6F: 3 clusters Score -2240692 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2241404.750000 Penalty: 4908.670410
	Iteration 7F: 3 clusters Score -2241405 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2242226.500000 Penalty: 4908.670410
	Iteration 8F: 3 clusters Score -2242226 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2243162.500000 Penalty: 4908.670410
	Iteration 9F: 3 clusters Score -2243162 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2244224.000000 Penalty: 4908.670410
	Iteration 10F: 3 clusters Score -2244224 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2245199.250000 Penalty: 4908.670410
	Iteration 11Q: 3 clusters Score -2245199 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2245826.000000 Penalty: 4908.670410
	Iteration 12Q: 3 clusters Score -2245826 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2246167.500000 Penalty: 4908.670410
	Iteration 13Q: 3 clusters Score -2246168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2246330.000000 Penalty: 4908.670410
	Iteration 14Q: 3 clusters Score -2246330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2246414.000000 Penalty: 4908.670410
	Iteration 15Q: 3 clusters Score -2246414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2246453.500000 Penalty: 4908.670410
	Iteration 16Q: 3 clusters Score -2246454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2246470.250000 Penalty: 4908.670410
	Iteration 17Q: 3 clusters Score -2246470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2246476.750000 Penalty: 4908.670410
	Iteration 18Q: 3 clusters Score -2246477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2246478.750000 Penalty: 4908.670410
	Iteration 19Q: 3 clusters Score -2246479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2246480.250000 Penalty: 4908.670410
	Iteration 20F: 3 clusters Score -2246480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2246485.000000 Penalty: 4908.670410
	Iteration 21Q: 3 clusters Score -2246485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2246488.750000 Penalty: 4908.670410
	Iteration 22Q: 3 clusters Score -2246489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2246488.750000 Penalty: 4908.670410
	Iteration 23F: 3 clusters Score -2246489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -93352.476562 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -93352.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91589.898438 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -91589.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91875.890625 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -91875.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91940.304688 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -91940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91965.476562 Penalty: 3363.967285
	Iteration 3Q: 3 clusters Score -91965.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91982.093750 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -91982.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91991.500000 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -91991.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91999.226562 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -91999.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92005.039062 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -92005.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92005.570312 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -92005.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92005.570312 Penalty: 3363.967285
	Iteration 9F: 3 clusters Score -92005.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (106074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Entering Unmasked Estep 
Score: -12362168.000000 Penalty: 2869.829102
	Iteration 0F: 2 clusters Score -1.236217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -12291576.000000 Penalty: 5739.658203
	Iteration 0F: 3 clusters Score -1.229158e+07 nChanged 50261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -12319795.000000 Penalty: 5739.658203
	Iteration 1F: 3 clusters Score -1.23198e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -12320765.000000 Penalty: 5739.658203
	Iteration 2Q: 3 clusters Score -1.232076e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -12321922.000000 Penalty: 5739.658203
	Iteration 3Q: 3 clusters Score -1.232192e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -12323546.000000 Penalty: 5739.658203
	Iteration 4Q: 3 clusters Score -1.232355e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -12325908.000000 Penalty: 5739.658203
	Iteration 5Q: 3 clusters Score -1.232591e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -12329140.000000 Penalty: 5739.658203
	Iteration 6F: 3 clusters Score -1.232914e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -12333259.000000 Penalty: 5739.658203
	Iteration 7F: 3 clusters Score -1.233326e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -12338056.000000 Penalty: 5739.658203
	Iteration 8F: 3 clusters Score -1.233806e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -12342662.000000 Penalty: 5739.658203
	Iteration 9F: 3 clusters Score -1.234266e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -12346486.000000 Penalty: 5739.658203
	Iteration 10F: 3 clusters Score -1.234649e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -12349440.000000 Penalty: 5739.658203
	Iteration 11Q: 3 clusters Score -1.234944e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 91954 members 
Entering Unmasked Estep 
Score: -12351891.000000 Penalty: 5739.658203
	Iteration 12Q: 3 clusters Score -1.235189e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -12353970.000000 Penalty: 5739.658203
	Iteration 13Q: 3 clusters Score -1.235397e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -12355552.000000 Penalty: 5739.658203
	Iteration 14Q: 3 clusters Score -1.235555e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -12356856.000000 Penalty: 5739.658203
	Iteration 15Q: 3 clusters Score -1.235686e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -12357810.000000 Penalty: 5739.658203
	Iteration 16Q: 3 clusters Score -1.235781e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -12358470.000000 Penalty: 5739.658203
	Iteration 17Q: 3 clusters Score -1.235847e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -12358820.000000 Penalty: 5739.658203
	Iteration 18Q: 3 clusters Score -1.235882e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -12359089.000000 Penalty: 5739.658203
	Iteration 19Q: 3 clusters Score -1.235909e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 104356 members 
Entering Unmasked Estep 
Score: -12359255.000000 Penalty: 5739.658203
	Iteration 20F: 3 clusters Score -1.235926e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -12359373.000000 Penalty: 5739.658203
	Iteration 21Q: 3 clusters Score -1.235937e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 104761 members 
Entering Unmasked Estep 
Score: -12359472.000000 Penalty: 5739.658203
	Iteration 22Q: 3 clusters Score -1.235947e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -12359534.000000 Penalty: 5739.658203
	Iteration 23Q: 3 clusters Score -1.235953e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -12359567.000000 Penalty: 5739.658203
	Iteration 24Q: 3 clusters Score -1.235957e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -12359595.000000 Penalty: 5739.658203
	Iteration 25Q: 3 clusters Score -1.23596e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -12359612.000000 Penalty: 5739.658203
	Iteration 26Q: 3 clusters Score -1.235961e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -12359662.000000 Penalty: 5739.658203
	Iteration 27Q: 3 clusters Score -1.235966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -12359667.000000 Penalty: 5739.658203
	Iteration 28Q: 3 clusters Score -1.235967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -12359698.000000 Penalty: 5739.658203
	Iteration 29Q: 3 clusters Score -1.23597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 105174 members 
Entering Unmasked Estep 
Score: -12359701.000000 Penalty: 5739.658203
	Iteration 30Q: 3 clusters Score -1.23597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -12359702.000000 Penalty: 5739.658203
	Iteration 31Q: 3 clusters Score -1.23597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -12359714.000000 Penalty: 5739.658203
	Iteration 32Q: 3 clusters Score -1.235971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -12359745.000000 Penalty: 5739.658203
	Iteration 33Q: 3 clusters Score -1.235974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -12359741.000000 Penalty: 5739.658203
	Iteration 34Q: 3 clusters Score -1.235974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -12359742.000000 Penalty: 5739.658203
	Iteration 35Q: 3 clusters Score -1.235974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -12359749.000000 Penalty: 5739.658203
	Iteration 36Q: 3 clusters Score -1.235975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -12359752.000000 Penalty: 5739.658203
	Iteration 37Q: 3 clusters Score -1.235975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -12359750.000000 Penalty: 5739.658203
	Iteration 38Q: 3 clusters Score -1.235975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -12359761.000000 Penalty: 5739.658203
	Iteration 39Q: 3 clusters Score -1.235976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -12359755.000000 Penalty: 5739.658203
	Iteration 40F: 3 clusters Score -1.235976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -12359765.000000 Penalty: 5739.658203
	Iteration 41Q: 3 clusters Score -1.235976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -12359765.000000 Penalty: 5739.658203
	Iteration 42Q: 3 clusters Score -1.235976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -12359763.000000 Penalty: 5739.658203
	Iteration 43Q: 3 clusters Score -1.235976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -12359765.000000 Penalty: 5739.658203
	Iteration 44Q: 3 clusters Score -1.235976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -12359760.000000 Penalty: 5739.658203
	Iteration 45Q: 3 clusters Score -1.235976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -12359761.000000 Penalty: 5739.658203
	Iteration 46Q: 3 clusters Score -1.235976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -12359762.000000 Penalty: 5739.658203
	Iteration 47Q: 3 clusters Score -1.235976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -12359767.000000 Penalty: 5739.658203
	Iteration 48Q: 3 clusters Score -1.235977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -12359773.000000 Penalty: 5739.658203
	Iteration 49Q: 3 clusters Score -1.235977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -12359772.000000 Penalty: 5739.658203
	Iteration 50Q: 3 clusters Score -1.235977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -12359772.000000 Penalty: 5739.658203
	Iteration 51F: 3 clusters Score -1.235977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 95265 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 5 contains 193049 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 120654 members 
Mstep: Class 11 contains 18623 members 
Mstep: Class 14 contains 182570 members 
Mstep: Class 15 contains 58584 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 15068 members 
Mstep: Class 18 contains 155399 members 
Mstep: Class 20 contains 19861 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 106074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118019992.000000 Penalty: 58326.246094
Iteration 39Q: 18 clusters Score -1.1802e+08 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 94269 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 2780 members 
Mstep: Class 5 contains 192563 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 3411 members 
Mstep: Class 8 contains 122890 members 
Mstep: Class 11 contains 19553 members 
Mstep: Class 14 contains 182660 members 
Mstep: Class 15 contains 58498 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 14731 members 
Mstep: Class 18 contains 154339 members 
Mstep: Class 20 contains 20042 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 105411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118024808.000000 Penalty: 58326.246094
Iteration 40F: 18 clusters Score -1.180248e+08 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 93604 members 
Mstep: Class 3 contains 6769 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 191737 members 
Mstep: Class 6 contains 19344 members 
Mstep: Class 7 contains 3413 members 
Mstep: Class 8 contains 125189 members 
Mstep: Class 11 contains 20637 members 
Mstep: Class 14 contains 182121 members 
Mstep: Class 15 contains 58419 members 
Mstep: Class 16 contains 810 members 
Mstep: Class 17 contains 14053 members 
Mstep: Class 18 contains 153260 members 
Mstep: Class 20 contains 20209 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 104729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118027328.000000 Penalty: 58326.246094
Iteration 41Q: 18 clusters Score -1.180273e+08 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 92862 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 191048 members 
Mstep: Class 6 contains 19338 members 
Mstep: Class 7 contains 3415 members 
Mstep: Class 8 contains 127382 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 14 contains 181519 members 
Mstep: Class 15 contains 58360 members 
Mstep: Class 16 contains 781 members 
Mstep: Class 17 contains 13489 members 
Mstep: Class 18 contains 152287 members 
Mstep: Class 20 contains 20348 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 104108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118029256.000000 Penalty: 58326.246094
Iteration 42Q: 18 clusters Score -1.180293e+08 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 92013 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 190558 members 
Mstep: Class 6 contains 19340 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 8 contains 129481 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 14 contains 181016 members 
Mstep: Class 15 contains 58290 members 
Mstep: Class 16 contains 773 members 
Mstep: Class 17 contains 13029 members 
Mstep: Class 18 contains 151175 members 
Mstep: Class 20 contains 20470 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 103469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118030832.000000 Penalty: 58326.246094
Iteration 43Q: 18 clusters Score -1.180308e+08 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 91075 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 190030 members 
Mstep: Class 6 contains 19341 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 131311 members 
Mstep: Class 11 contains 24202 members 
Mstep: Class 14 contains 180636 members 
Mstep: Class 15 contains 58234 members 
Mstep: Class 16 contains 770 members 
Mstep: Class 17 contains 12656 members 
Mstep: Class 18 contains 150165 members 
Mstep: Class 20 contains 20590 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 102806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118032192.000000 Penalty: 58326.246094
Iteration 44Q: 18 clusters Score -1.180322e+08 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 90168 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 189619 members 
Mstep: Class 6 contains 19342 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 132832 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 14 contains 180410 members 
Mstep: Class 15 contains 58179 members 
Mstep: Class 16 contains 768 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 149118 members 
Mstep: Class 20 contains 20692 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 102165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118034112.000000 Penalty: 58326.246094
Iteration 45Q: 18 clusters Score -1.180341e+08 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 89282 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 189281 members 
Mstep: Class 6 contains 19340 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 134065 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 14 contains 180266 members 
Mstep: Class 15 contains 58108 members 
Mstep: Class 16 contains 764 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 148047 members 
Mstep: Class 20 contains 20787 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 101594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118035792.000000 Penalty: 58326.246094
Iteration 46Q: 18 clusters Score -1.180358e+08 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 88447 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 188872 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 135019 members 
Mstep: Class 11 contains 28314 members 
Mstep: Class 14 contains 180202 members 
Mstep: Class 15 contains 58047 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 147073 members 
Mstep: Class 20 contains 20854 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 101101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118036664.000000 Penalty: 58326.246094
Iteration 47Q: 18 clusters Score -1.180367e+08 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 87697 members 
Mstep: Class 3 contains 6749 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 188401 members 
Mstep: Class 6 contains 19336 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 135752 members 
Mstep: Class 11 contains 29782 members 
Mstep: Class 14 contains 180262 members 
Mstep: Class 15 contains 58005 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 146086 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 100603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118038256.000000 Penalty: 58326.246094
Iteration 48Q: 18 clusters Score -1.180383e+08 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 86954 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 187972 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 136119 members 
Mstep: Class 11 contains 31324 members 
Mstep: Class 14 contains 180441 members 
Mstep: Class 15 contains 57960 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 145145 members 
Mstep: Class 20 contains 21006 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 100167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118039272.000000 Penalty: 58326.246094
Iteration 49Q: 18 clusters Score -1.180393e+08 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 86275 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 187537 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 136195 members 
Mstep: Class 11 contains 32990 members 
Mstep: Class 14 contains 180716 members 
Mstep: Class 15 contains 57919 members 
Mstep: Class 16 contains 752 members 
Mstep: Class 17 contains 11121 members 
Mstep: Class 18 contains 144159 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 99800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118040888.000000 Penalty: 58326.246094
Iteration 50Q: 18 clusters Score -1.180409e+08 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 85719 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 2835 members 
Mstep: Class 5 contains 187174 members 
Mstep: Class 6 contains 19322 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 135969 members 
Mstep: Class 11 contains 34696 members 
Mstep: Class 14 contains 181083 members 
Mstep: Class 15 contains 57871 members 
Mstep: Class 16 contains 752 members 
Mstep: Class 17 contains 10931 members 
Mstep: Class 18 contains 143152 members 
Mstep: Class 20 contains 21126 members 
Mstep: Class 22 contains 898 members 
Mstep: Class 23 contains 99419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042216.000000 Penalty: 58326.246094
Iteration 51Q: 18 clusters Score -1.180422e+08 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 85195 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 186868 members 
Mstep: Class 6 contains 19319 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 135567 members 
Mstep: Class 11 contains 36384 members 
Mstep: Class 14 contains 181504 members 
Mstep: Class 15 contains 57819 members 
Mstep: Class 16 contains 753 members 
Mstep: Class 17 contains 10746 members 
Mstep: Class 18 contains 142136 members 
Mstep: Class 20 contains 21170 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 99160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118043160.000000 Penalty: 58326.246094
Iteration 52Q: 18 clusters Score -1.180432e+08 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 84700 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 186596 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 134893 members 
Mstep: Class 11 contains 38043 members 
Mstep: Class 14 contains 182053 members 
Mstep: Class 15 contains 57778 members 
Mstep: Class 16 contains 751 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 141181 members 
Mstep: Class 20 contains 21220 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 98918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118044680.000000 Penalty: 58326.246094
Iteration 53Q: 18 clusters Score -1.180447e+08 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 84218 members 
Mstep: Class 3 contains 6793 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 186396 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 134035 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 14 contains 182586 members 
Mstep: Class 15 contains 57737 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 140212 members 
Mstep: Class 20 contains 21281 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 98683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045784.000000 Penalty: 58326.246094
Iteration 54Q: 18 clusters Score -1.180458e+08 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 83800 members 
Mstep: Class 3 contains 6791 members 
Mstep: Class 4 contains 2812 members 
Mstep: Class 5 contains 186233 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 132966 members 
Mstep: Class 11 contains 41517 members 
Mstep: Class 14 contains 183155 members 
Mstep: Class 15 contains 57679 members 
Mstep: Class 16 contains 748 members 
Mstep: Class 17 contains 10223 members 
Mstep: Class 18 contains 139286 members 
Mstep: Class 20 contains 21340 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 98507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046696.000000 Penalty: 58326.246094
Iteration 55Q: 18 clusters Score -1.180467e+08 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 83418 members 
Mstep: Class 3 contains 6800 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 186056 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 3402 members 
Mstep: Class 8 contains 131829 members 
Mstep: Class 11 contains 43235 members 
Mstep: Class 14 contains 183672 members 
Mstep: Class 15 contains 57640 members 
Mstep: Class 16 contains 746 members 
Mstep: Class 17 contains 10051 members 
Mstep: Class 18 contains 138378 members 
Mstep: Class 20 contains 21408 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 98392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047624.000000 Penalty: 58326.246094
Iteration 56Q: 18 clusters Score -1.180476e+08 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 83070 members 
Mstep: Class 3 contains 6809 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 185923 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 130574 members 
Mstep: Class 11 contains 44950 members 
Mstep: Class 14 contains 184146 members 
Mstep: Class 15 contains 57604 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 137509 members 
Mstep: Class 20 contains 21484 members 
Mstep: Class 22 contains 892 members 
Mstep: Class 23 contains 98291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048488.000000 Penalty: 58326.246094
Iteration 57Q: 18 clusters Score -1.180485e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 82791 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 185825 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 129252 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 14 contains 184596 members 
Mstep: Class 15 contains 57570 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 9756 members 
Mstep: Class 18 contains 136608 members 
Mstep: Class 20 contains 21552 members 
Mstep: Class 22 contains 892 members 
Mstep: Class 23 contains 98266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049464.000000 Penalty: 58326.246094
Iteration 58Q: 18 clusters Score -1.180495e+08 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 82551 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 185787 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 127849 members 
Mstep: Class 11 contains 48197 members 
Mstep: Class 14 contains 185045 members 
Mstep: Class 15 contains 57523 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 9616 members 
Mstep: Class 18 contains 135732 members 
Mstep: Class 20 contains 21636 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 98243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050304.000000 Penalty: 58326.246094
Iteration 59Q: 18 clusters Score -1.180503e+08 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 82347 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 185771 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 126506 members 
Mstep: Class 11 contains 49646 members 
Mstep: Class 14 contains 185455 members 
Mstep: Class 15 contains 57479 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 9489 members 
Mstep: Class 18 contains 134817 members 
Mstep: Class 20 contains 21718 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 98260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050960.000000 Penalty: 58326.246094
Iteration 60F: 18 clusters Score -1.18051e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 82151 members 
Mstep: Class 3 contains 6885 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 185858 members 
Mstep: Class 6 contains 19331 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 124943 members 
Mstep: Class 11 contains 51210 members 
Mstep: Class 14 contains 185867 members 
Mstep: Class 15 contains 57425 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 133860 members 
Mstep: Class 20 contains 21803 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 98286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051576.000000 Penalty: 58326.246094
Iteration 61Q: 18 clusters Score -1.180516e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 81966 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 186027 members 
Mstep: Class 6 contains 19334 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 123313 members 
Mstep: Class 11 contains 52736 members 
Mstep: Class 14 contains 186313 members 
Mstep: Class 15 contains 57372 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 132892 members 
Mstep: Class 20 contains 21874 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 98350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052208.000000 Penalty: 58326.246094
Iteration 62Q: 18 clusters Score -1.180522e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 81826 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 186229 members 
Mstep: Class 6 contains 19333 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 121697 members 
Mstep: Class 11 contains 54192 members 
Mstep: Class 14 contains 186739 members 
Mstep: Class 15 contains 57333 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 131885 members 
Mstep: Class 20 contains 21968 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 98382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052560.000000 Penalty: 58326.246094
Iteration 63Q: 18 clusters Score -1.180526e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 81695 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 186406 members 
Mstep: Class 6 contains 19335 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 120112 members 
Mstep: Class 11 contains 55532 members 
Mstep: Class 14 contains 187120 members 
Mstep: Class 15 contains 57293 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 9064 members 
Mstep: Class 18 contains 130925 members 
Mstep: Class 20 contains 22059 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 98492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052872.000000 Penalty: 58326.246094
Iteration 64Q: 18 clusters Score -1.180529e+08 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 81573 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 186629 members 
Mstep: Class 6 contains 19333 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 118556 members 
Mstep: Class 11 contains 56684 members 
Mstep: Class 14 contains 187572 members 
Mstep: Class 15 contains 57245 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 129940 members 
Mstep: Class 20 contains 22182 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 98696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052968.000000 Penalty: 58326.246094
Iteration 65Q: 18 clusters Score -1.18053e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 81518 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 186846 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 117061 members 
Mstep: Class 11 contains 57771 members 
Mstep: Class 14 contains 187940 members 
Mstep: Class 15 contains 57190 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 128972 members 
Mstep: Class 20 contains 22333 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 98906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052968.000000 Penalty: 58326.246094
Iteration 66Q: 18 clusters Score -1.18053e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 81482 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 187096 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 115631 members 
Mstep: Class 11 contains 58786 members 
Mstep: Class 14 contains 188195 members 
Mstep: Class 15 contains 57149 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 8859 members 
Mstep: Class 18 contains 128012 members 
Mstep: Class 20 contains 22488 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 99145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053400.000000 Penalty: 58326.246094
Iteration 67Q: 18 clusters Score -1.180534e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 81470 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 187350 members 
Mstep: Class 6 contains 19334 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 114265 members 
Mstep: Class 11 contains 59733 members 
Mstep: Class 14 contains 188409 members 
Mstep: Class 15 contains 57104 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 8785 members 
Mstep: Class 18 contains 127095 members 
Mstep: Class 20 contains 22631 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 99383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053296.000000 Penalty: 58326.246094
Iteration 68Q: 18 clusters Score -1.180533e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 81473 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 187588 members 
Mstep: Class 6 contains 19332 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 112999 members 
Mstep: Class 11 contains 60582 members 
Mstep: Class 14 contains 188600 members 
Mstep: Class 15 contains 57049 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 126164 members 
Mstep: Class 20 contains 22766 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 99666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054104.000000 Penalty: 58326.246094
Iteration 69Q: 18 clusters Score -1.180541e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 81443 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 187820 members 
Mstep: Class 6 contains 19331 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 111847 members 
Mstep: Class 11 contains 61432 members 
Mstep: Class 14 contains 188704 members 
Mstep: Class 15 contains 57008 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 125196 members 
Mstep: Class 20 contains 22922 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 99904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054696.000000 Penalty: 58326.246094
Iteration 70Q: 18 clusters Score -1.180547e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 81400 members 
Mstep: Class 3 contains 7120 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 188087 members 
Mstep: Class 6 contains 19330 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 110763 members 
Mstep: Class 11 contains 62179 members 
Mstep: Class 14 contains 188821 members 
Mstep: Class 15 contains 56978 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 8558 members 
Mstep: Class 18 contains 124202 members 
Mstep: Class 20 contains 23098 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 100155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054680.000000 Penalty: 58326.246094
Iteration 71Q: 18 clusters Score -1.180547e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 81356 members 
Mstep: Class 3 contains 7154 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 188335 members 
Mstep: Class 6 contains 19326 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 109780 members 
Mstep: Class 11 contains 62835 members 
Mstep: Class 14 contains 188953 members 
Mstep: Class 15 contains 56940 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 8496 members 
Mstep: Class 18 contains 123223 members 
Mstep: Class 20 contains 23278 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 100435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118054800.000000 Penalty: 58326.246094
Iteration 72Q: 18 clusters Score -1.180548e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 81324 members 
Mstep: Class 3 contains 7184 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 188560 members 
Mstep: Class 6 contains 19326 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 108873 members 
Mstep: Class 11 contains 63443 members 
Mstep: Class 14 contains 189020 members 
Mstep: Class 15 contains 56915 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 122222 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 100736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055024.000000 Penalty: 58326.246094
Iteration 73Q: 18 clusters Score -1.18055e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 81284 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 188720 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 108066 members 
Mstep: Class 11 contains 64000 members 
Mstep: Class 14 contains 189144 members 
Mstep: Class 15 contains 56888 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 18 contains 121186 members 
Mstep: Class 20 contains 23706 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 101052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055488.000000 Penalty: 58326.246094
Iteration 74Q: 18 clusters Score -1.180555e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 81242 members 
Mstep: Class 3 contains 7256 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 188835 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 107373 members 
Mstep: Class 11 contains 64504 members 
Mstep: Class 14 contains 189187 members 
Mstep: Class 15 contains 56870 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8320 members 
Mstep: Class 18 contains 120148 members 
Mstep: Class 20 contains 23940 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 101414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055576.000000 Penalty: 58326.246094
Iteration 75Q: 18 clusters Score -1.180556e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 81209 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 2711 members 
Mstep: Class 5 contains 189014 members 
Mstep: Class 6 contains 19326 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 106704 members 
Mstep: Class 11 contains 64983 members 
Mstep: Class 14 contains 189254 members 
Mstep: Class 15 contains 56856 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 119080 members 
Mstep: Class 20 contains 24171 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 101753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055616.000000 Penalty: 58326.246094
Iteration 76Q: 18 clusters Score -1.180556e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 81173 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 189153 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 106110 members 
Mstep: Class 11 contains 65439 members 
Mstep: Class 14 contains 189300 members 
Mstep: Class 15 contains 56840 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 118025 members 
Mstep: Class 20 contains 24416 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 102110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055584.000000 Penalty: 58326.246094
Iteration 77Q: 18 clusters Score -1.180556e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 81126 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 189291 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 105566 members 
Mstep: Class 11 contains 65870 members 
Mstep: Class 14 contains 189318 members 
Mstep: Class 15 contains 56828 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8139 members 
Mstep: Class 18 contains 116977 members 
Mstep: Class 20 contains 24672 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 102454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118055640.000000 Penalty: 58326.246094
Iteration 78Q: 18 clusters Score -1.180556e+08 nChanged 3046
Entering ConstructFrom: 
Score: -118055640.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (44948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Entering Unmasked Estep 
Score: -5383439.500000 Penalty: 2656.888916
	Iteration 0F: 2 clusters Score -5383440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5353157.000000 Penalty: 5313.777832
	Iteration 0F: 3 clusters Score -5353157 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -5364448.500000 Penalty: 5313.777832
	Iteration 1F: 3 clusters Score -5364448 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5364895.500000 Penalty: 5313.777832
	Iteration 2Q: 3 clusters Score -5364896 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5365414.500000 Penalty: 5313.777832
	Iteration 3Q: 3 clusters Score -5365414 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5366032.000000 Penalty: 5313.777832
	Iteration 4Q: 3 clusters Score -5366032 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -5367069.000000 Penalty: 5313.777832
	Iteration 5Q: 3 clusters Score -5367069 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5368584.000000 Penalty: 5313.777832
	Iteration 6F: 3 clusters Score -5368584 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5370960.000000 Penalty: 5313.777832
	Iteration 7F: 3 clusters Score -5370960 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5373928.500000 Penalty: 5313.777832
	Iteration 8F: 3 clusters Score -5373928 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5376763.000000 Penalty: 5313.777832
	Iteration 9F: 3 clusters Score -5376763 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5378716.500000 Penalty: 5313.777832
	Iteration 10Q: 3 clusters Score -5378716 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5379859.500000 Penalty: 5313.777832
	Iteration 11Q: 3 clusters Score -5379860 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5380415.500000 Penalty: 5313.777832
	Iteration 12Q: 3 clusters Score -5380416 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5380732.500000 Penalty: 5313.777832
	Iteration 13Q: 3 clusters Score -5380732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5380895.000000 Penalty: 5313.777832
	Iteration 14Q: 3 clusters Score -5380895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5380978.500000 Penalty: 5313.777832
	Iteration 15Q: 3 clusters Score -5380978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5381031.000000 Penalty: 5313.777832
	Iteration 16Q: 3 clusters Score -5381031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5381059.000000 Penalty: 5313.777832
	Iteration 17Q: 3 clusters Score -5381059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5381074.000000 Penalty: 5313.777832
	Iteration 18Q: 3 clusters Score -5381074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5381091.000000 Penalty: 5313.777832
	Iteration 19Q: 3 clusters Score -5381091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5381102.000000 Penalty: 5313.777832
	Iteration 20F: 3 clusters Score -5381102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5381118.000000 Penalty: 5313.777832
	Iteration 21Q: 3 clusters Score -5381118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5381119.500000 Penalty: 5313.777832
	Iteration 22Q: 3 clusters Score -5381120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5381122.500000 Penalty: 5313.777832
	Iteration 23Q: 3 clusters Score -5381122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5381124.000000 Penalty: 5313.777832
	Iteration 24Q: 3 clusters Score -5381124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5381122.000000 Penalty: 5313.777832
	Iteration 25Q: 3 clusters Score -5381122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5381121.500000 Penalty: 5313.777832
	Iteration 26Q: 3 clusters Score -5381122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5381127.000000 Penalty: 5313.777832
	Iteration 27Q: 3 clusters Score -5381127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5381122.000000 Penalty: 5313.777832
	Iteration 28Q: 3 clusters Score -5381122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5381124.500000 Penalty: 5313.777832
	Iteration 29Q: 3 clusters Score -5381124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5381125.000000 Penalty: 5313.777832
	Iteration 30Q: 3 clusters Score -5381125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5381125.000000 Penalty: 5313.777832
	Iteration 31F: 3 clusters Score -5381125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Entering Unmasked Estep 
Score: -9635732.000000 Penalty: 2803.176270
	Iteration 0F: 2 clusters Score -9635732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -9581483.000000 Penalty: 5606.352539
	Iteration 0F: 3 clusters Score -9581483 nChanged 38052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -9602872.000000 Penalty: 5606.352539
	Iteration 1F: 3 clusters Score -9602872 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9603391.000000 Penalty: 5606.352539
	Iteration 2Q: 3 clusters Score -9603391 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -9603887.000000 Penalty: 5606.352539
	Iteration 3Q: 3 clusters Score -9603887 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9604515.000000 Penalty: 5606.352539
	Iteration 4Q: 3 clusters Score -9604515 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9605388.000000 Penalty: 5606.352539
	Iteration 5Q: 3 clusters Score -9605388 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -9606899.000000 Penalty: 5606.352539
	Iteration 6Q: 3 clusters Score -9606899 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -9609571.000000 Penalty: 5606.352539
	Iteration 7F: 3 clusters Score -9609571 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -9613949.000000 Penalty: 5606.352539
	Iteration 8F: 3 clusters Score -9613949 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -9619997.000000 Penalty: 5606.352539
	Iteration 9F: 3 clusters Score -9619997 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -9626058.000000 Penalty: 5606.352539
	Iteration 10F: 3 clusters Score -9626058 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -9630006.000000 Penalty: 5606.352539
	Iteration 11Q: 3 clusters Score -9630006 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -9632020.000000 Penalty: 5606.352539
	Iteration 12Q: 3 clusters Score -9632020 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -9632713.000000 Penalty: 5606.352539
	Iteration 13Q: 3 clusters Score -9632713 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -9632992.000000 Penalty: 5606.352539
	Iteration 14Q: 3 clusters Score -9632992 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -9633108.000000 Penalty: 5606.352539
	Iteration 15Q: 3 clusters Score -9633108 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -9633186.000000 Penalty: 5606.352539
	Iteration 16Q: 3 clusters Score -9633186 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -9633311.000000 Penalty: 5606.352539
	Iteration 17Q: 3 clusters Score -9633311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -9633404.000000 Penalty: 5606.352539
	Iteration 18Q: 3 clusters Score -9633404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -9633468.000000 Penalty: 5606.352539
	Iteration 19Q: 3 clusters Score -9633468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -9633529.000000 Penalty: 5606.352539
	Iteration 20F: 3 clusters Score -9633529 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -9633589.000000 Penalty: 5606.352539
	Iteration 21Q: 3 clusters Score -9633589 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -9633611.000000 Penalty: 5606.352539
	Iteration 22Q: 3 clusters Score -9633611 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -9633629.000000 Penalty: 5606.352539
	Iteration 23Q: 3 clusters Score -9633629 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -9633690.000000 Penalty: 5606.352539
	Iteration 24Q: 3 clusters Score -9633690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -9633709.000000 Penalty: 5606.352539
	Iteration 25Q: 3 clusters Score -9633709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -9633733.000000 Penalty: 5606.352539
	Iteration 26Q: 3 clusters Score -9633733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -9633735.000000 Penalty: 5606.352539
	Iteration 27Q: 3 clusters Score -9633735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -9633761.000000 Penalty: 5606.352539
	Iteration 28Q: 3 clusters Score -9633761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -9633784.000000 Penalty: 5606.352539
	Iteration 29Q: 3 clusters Score -9633784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -9633785.000000 Penalty: 5606.352539
	Iteration 30Q: 3 clusters Score -9633785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -9633791.000000 Penalty: 5606.352539
	Iteration 31Q: 3 clusters Score -9633791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -9633807.000000 Penalty: 5606.352539
	Iteration 32Q: 3 clusters Score -9633807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -9633808.000000 Penalty: 5606.352539
	Iteration 33Q: 3 clusters Score -9633808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -9633816.000000 Penalty: 5606.352539
	Iteration 34Q: 3 clusters Score -9633816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
Score: -9633827.000000 Penalty: 5606.352539
	Iteration 35Q: 3 clusters Score -9633827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -9633815.000000 Penalty: 5606.352539
	Iteration 36Q: 3 clusters Score -9633815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -9633818.000000 Penalty: 5606.352539
	Iteration 37Q: 3 clusters Score -9633818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -9633829.000000 Penalty: 5606.352539
	Iteration 38Q: 3 clusters Score -9633829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -9633837.000000 Penalty: 5606.352539
	Iteration 39Q: 3 clusters Score -9633837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -9633838.000000 Penalty: 5606.352539
	Iteration 40F: 3 clusters Score -9633838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -9633840.000000 Penalty: 5606.352539
	Iteration 41Q: 3 clusters Score -9633840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -9633842.000000 Penalty: 5606.352539
	Iteration 42Q: 3 clusters Score -9633842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -9633841.000000 Penalty: 5606.352539
	Iteration 43Q: 3 clusters Score -9633841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -9633841.000000 Penalty: 5606.352539
	Iteration 44Q: 3 clusters Score -9633841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -9633829.000000 Penalty: 5606.352539
	Iteration 45Q: 3 clusters Score -9633829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -9633827.000000 Penalty: 5606.352539
	Iteration 46Q: 3 clusters Score -9633827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -9633834.000000 Penalty: 5606.352539
	Iteration 47Q: 3 clusters Score -9633834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -9633834.000000 Penalty: 5606.352539
	Iteration 48F: 3 clusters Score -9633834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -866109.062500 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -866109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -860037.875000 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -860037.9 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -861713.375000 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -861713.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -862103.437500 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -862103.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -862441.187500 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -862441.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -862748.187500 Penalty: 4420.186035
	Iteration 4F: 3 clusters Score -862748.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -863019.000000 Penalty: 4420.186035
	Iteration 5F: 3 clusters Score -863019 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -863255.562500 Penalty: 4420.186035
	Iteration 6Q: 3 clusters Score -863255.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -863478.875000 Penalty: 4420.186035
	Iteration 7Q: 3 clusters Score -863478.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -863669.937500 Penalty: 4420.186035
	Iteration 8Q: 3 clusters Score -863669.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -863842.187500 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -863842.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -863980.687500 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -863980.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -864097.375000 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -864097.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -864201.937500 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -864201.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -864289.312500 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -864289.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -864347.812500 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -864347.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -864395.937500 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -864395.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -864425.500000 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -864425.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -864444.687500 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -864444.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -864461.937500 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -864461.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -864472.687500 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -864472.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -864486.187500 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -864486.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -864501.375000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -864501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -864518.437500 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -864518.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -864532.937500 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -864532.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -864541.062500 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -864541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -864549.937500 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -864549.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -864552.312500 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -864552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -864558.187500 Penalty: 4420.186035
	Iteration 27Q: 3 clusters Score -864558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -864564.437500 Penalty: 4420.186035
	Iteration 28Q: 3 clusters Score -864564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -864569.125000 Penalty: 4420.186035
	Iteration 29Q: 3 clusters Score -864569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -864570.812500 Penalty: 4420.186035
	Iteration 30Q: 3 clusters Score -864570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -864573.687500 Penalty: 4420.186035
	Iteration 31Q: 3 clusters Score -864573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -864572.500000 Penalty: 4420.186035
	Iteration 32Q: 3 clusters Score -864572.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -864572.500000 Penalty: 4420.186035
	Iteration 33F: 3 clusters Score -864572.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -321610.875000 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -321610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -318548.187500 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -318548.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -319172.031250 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -319172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -319307.843750 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -319307.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319386.843750 Penalty: 3922.377686
	Iteration 3Q: 3 clusters Score -319386.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -319449.218750 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -319449.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -319496.531250 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -319496.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319544.812500 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -319544.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -319571.062500 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -319571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -319590.687500 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -319590.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319602.625000 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -319602.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319615.468750 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -319615.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -319621.625000 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -319621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -319626.375000 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -319626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -319628.750000 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -319628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319630.000000 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -319630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319631.812500 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -319631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -319632.000000 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -319632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319632.906250 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -319632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -319634.718750 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -319634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -319634.656250 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -319634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -319634.656250 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -319634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (189404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189404 members 
Entering Unmasked Estep 
Score: -22492418.000000 Penalty: 3013.606201
	Iteration 0F: 2 clusters Score -2.249242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -22379316.000000 Penalty: 6027.212402
	Iteration 0F: 3 clusters Score -2.237932e+07 nChanged 90801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -22431240.000000 Penalty: 6027.212402
	Iteration 1F: 3 clusters Score -2.243124e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -22432050.000000 Penalty: 6027.212402
	Iteration 2Q: 3 clusters Score -2.243205e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -22432886.000000 Penalty: 6027.212402
	Iteration 3Q: 3 clusters Score -2.243289e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -22433630.000000 Penalty: 6027.212402
	Iteration 4Q: 3 clusters Score -2.243363e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -22434954.000000 Penalty: 6027.212402
	Iteration 5Q: 3 clusters Score -2.243495e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -22437368.000000 Penalty: 6027.212402
	Iteration 6Q: 3 clusters Score -2.243737e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 119881 members 
Entering Unmasked Estep 
Score: -22441812.000000 Penalty: 6027.212402
	Iteration 7Q: 3 clusters Score -2.244181e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 132576 members 
Entering Unmasked Estep 
Score: -22449842.000000 Penalty: 6027.212402
	Iteration 8F: 3 clusters Score -2.244984e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -22463228.000000 Penalty: 6027.212402
	Iteration 9F: 3 clusters Score -2.246323e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22477582.000000 Penalty: 6027.212402
	Iteration 10F: 3 clusters Score -2.247758e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 179154 members 
Entering Unmasked Estep 
Score: -22485512.000000 Penalty: 6027.212402
	Iteration 11F: 3 clusters Score -2.248551e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 185967 members 
Entering Unmasked Estep 
Score: -22488380.000000 Penalty: 6027.212402
	Iteration 12Q: 3 clusters Score -2.248838e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 188202 members 
Entering Unmasked Estep 
Score: -22489308.000000 Penalty: 6027.212402
	Iteration 13Q: 3 clusters Score -2.248931e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 188780 members 
Entering Unmasked Estep 
Score: -22489634.000000 Penalty: 6027.212402
	Iteration 14Q: 3 clusters Score -2.248963e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 188945 members 
Entering Unmasked Estep 
Score: -22489754.000000 Penalty: 6027.212402
	Iteration 15Q: 3 clusters Score -2.248975e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 188998 members 
Entering Unmasked Estep 
Score: -22489854.000000 Penalty: 6027.212402
	Iteration 16Q: 3 clusters Score -2.248985e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 189030 members 
Entering Unmasked Estep 
Score: -22489928.000000 Penalty: 6027.212402
	Iteration 17Q: 3 clusters Score -2.248993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -22489942.000000 Penalty: 6027.212402
	Iteration 18Q: 3 clusters Score -2.248994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189054 members 
Entering Unmasked Estep 
Score: -22489948.000000 Penalty: 6027.212402
	Iteration 19Q: 3 clusters Score -2.248995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189052 members 
Entering Unmasked Estep 
Score: -22489954.000000 Penalty: 6027.212402
	Iteration 20F: 3 clusters Score -2.248995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189054 members 
Entering Unmasked Estep 
Score: -22489944.000000 Penalty: 6027.212402
	Iteration 21Q: 3 clusters Score -2.248994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 189050 members 
Entering Unmasked Estep 
Score: -22489960.000000 Penalty: 6027.212402
	Iteration 22Q: 3 clusters Score -2.248996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 189049 members 
Entering Unmasked Estep 
Score: -22489966.000000 Penalty: 6027.212402
	Iteration 23Q: 3 clusters Score -2.248997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 189050 members 
Entering Unmasked Estep 
Score: -22489954.000000 Penalty: 6027.212402
	Iteration 24Q: 3 clusters Score -2.248995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 189053 members 
Entering Unmasked Estep 
Score: -22489966.000000 Penalty: 6027.212402
	Iteration 25Q: 3 clusters Score -2.248997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 189056 members 
Entering Unmasked Estep 
Score: -22489974.000000 Penalty: 6027.212402
	Iteration 26Q: 3 clusters Score -2.248997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 189056 members 
Entering Unmasked Estep 
Score: -22489982.000000 Penalty: 6027.212402
	Iteration 27Q: 3 clusters Score -2.248998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 189056 members 
Entering Unmasked Estep 
Score: -22489982.000000 Penalty: 6027.212402
	Iteration 28F: 3 clusters Score -2.248998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Entering Unmasked Estep 
Score: -2251232.750000 Penalty: 2447.550537
	Iteration 0F: 2 clusters Score -2251233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2237546.750000 Penalty: 4895.101074
	Iteration 0F: 3 clusters Score -2237547 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2242088.750000 Penalty: 4895.101074
	Iteration 1F: 3 clusters Score -2242089 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2242495.000000 Penalty: 4895.101074
	Iteration 2F: 3 clusters Score -2242495 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2242855.500000 Penalty: 4895.101074
	Iteration 3Q: 3 clusters Score -2242856 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2243241.500000 Penalty: 4895.101074
	Iteration 4Q: 3 clusters Score -2243242 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2243706.500000 Penalty: 4895.101074
	Iteration 5Q: 3 clusters Score -2243706 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2244430.000000 Penalty: 4895.101074
	Iteration 6F: 3 clusters Score -2244430 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2245388.000000 Penalty: 4895.101074
	Iteration 7F: 3 clusters Score -2245388 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2246441.250000 Penalty: 4895.101074
	Iteration 8F: 3 clusters Score -2246441 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2247395.500000 Penalty: 4895.101074
	Iteration 9F: 3 clusters Score -2247396 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2248148.250000 Penalty: 4895.101074
	Iteration 10F: 3 clusters Score -2248148 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2248646.500000 Penalty: 4895.101074
	Iteration 11Q: 3 clusters Score -2248646 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2249011.000000 Penalty: 4895.101074
	Iteration 12Q: 3 clusters Score -2249011 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2249271.250000 Penalty: 4895.101074
	Iteration 13Q: 3 clusters Score -2249271 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2249462.000000 Penalty: 4895.101074
	Iteration 14Q: 3 clusters Score -2249462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2249637.250000 Penalty: 4895.101074
	Iteration 15Q: 3 clusters Score -2249637 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2249751.750000 Penalty: 4895.101074
	Iteration 16Q: 3 clusters Score -2249752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2249836.000000 Penalty: 4895.101074
	Iteration 17Q: 3 clusters Score -2249836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2249884.000000 Penalty: 4895.101074
	Iteration 18Q: 3 clusters Score -2249884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2249916.750000 Penalty: 4895.101074
	Iteration 19Q: 3 clusters Score -2249917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2249930.750000 Penalty: 4895.101074
	Iteration 20F: 3 clusters Score -2249931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2249955.750000 Penalty: 4895.101074
	Iteration 21Q: 3 clusters Score -2249956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2249973.000000 Penalty: 4895.101074
	Iteration 22Q: 3 clusters Score -2249973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2249986.000000 Penalty: 4895.101074
	Iteration 23Q: 3 clusters Score -2249986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2249989.000000 Penalty: 4895.101074
	Iteration 24Q: 3 clusters Score -2249989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2249989.000000 Penalty: 4895.101074
	Iteration 25Q: 3 clusters Score -2249989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2249993.500000 Penalty: 4895.101074
	Iteration 26Q: 3 clusters Score -2249994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2250002.000000 Penalty: 4895.101074
	Iteration 27Q: 3 clusters Score -2250002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2250008.250000 Penalty: 4895.101074
	Iteration 28Q: 3 clusters Score -2250008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2250011.000000 Penalty: 4895.101074
	Iteration 29Q: 3 clusters Score -2250011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2250017.750000 Penalty: 4895.101074
	Iteration 30Q: 3 clusters Score -2250018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2250023.500000 Penalty: 4895.101074
	Iteration 31Q: 3 clusters Score -2250024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2250028.250000 Penalty: 4895.101074
	Iteration 32Q: 3 clusters Score -2250028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2250030.750000 Penalty: 4895.101074
	Iteration 33Q: 3 clusters Score -2250031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2250026.750000 Penalty: 4895.101074
	Iteration 34Q: 3 clusters Score -2250027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2250029.750000 Penalty: 4895.101074
	Iteration 35Q: 3 clusters Score -2250030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2250031.500000 Penalty: 4895.101074
	Iteration 36Q: 3 clusters Score -2250032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2250032.750000 Penalty: 4895.101074
	Iteration 37Q: 3 clusters Score -2250033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2250031.000000 Penalty: 4895.101074
	Iteration 38Q: 3 clusters Score -2250031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2250030.500000 Penalty: 4895.101074
	Iteration 39Q: 3 clusters Score -2250030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2250034.000000 Penalty: 4895.101074
	Iteration 40F: 3 clusters Score -2250034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2250035.500000 Penalty: 4895.101074
	Iteration 41Q: 3 clusters Score -2250036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2250035.500000 Penalty: 4895.101074
	Iteration 42Q: 3 clusters Score -2250036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2250036.250000 Penalty: 4895.101074
	Iteration 43Q: 3 clusters Score -2250036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2250035.250000 Penalty: 4895.101074
	Iteration 44Q: 3 clusters Score -2250035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2250037.500000 Penalty: 4895.101074
	Iteration 45Q: 3 clusters Score -2250038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2250039.500000 Penalty: 4895.101074
	Iteration 46Q: 3 clusters Score -2250040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2250037.250000 Penalty: 4895.101074
	Iteration 47Q: 3 clusters Score -2250037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2250038.000000 Penalty: 4895.101074
	Iteration 48Q: 3 clusters Score -2250038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2250038.000000 Penalty: 4895.101074
	Iteration 49F: 3 clusters Score -2250038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -385864.781250 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -385864.8 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 1739 members 
Entering Unmasked Estep 
Score: -382375.281250 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -382375.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -383134.312500 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -383134.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383633.968750 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -383634 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -384456.968750 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -384457 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -385257.468750 Penalty: 4033.093506
	Iteration 4F: 3 clusters Score -385257.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -385652.093750 Penalty: 4033.093506
	Iteration 5F: 3 clusters Score -385652.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -385861.406250 Penalty: 4033.093506
	Iteration 6F: 3 clusters Score -385861.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -385943.125000 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -385943.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -385986.781250 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -385986.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -386026.031250 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -386026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -386064.343750 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -386064.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -386123.781250 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -386123.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -386199.000000 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -386199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386287.250000 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -386287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -386333.500000 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -386333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -386350.625000 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -386350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -386362.312500 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -386362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -386366.718750 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -386366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -386368.093750 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -386368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -386368.781250 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -386368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -386368.781250 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -386368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 81075 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 2719 members 
Mstep: Class 5 contains 189404 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 105075 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 11 contains 66324 members 
Mstep: Class 14 contains 189386 members 
Mstep: Class 15 contains 56815 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8072 members 
Mstep: Class 18 contains 115860 members 
Mstep: Class 20 contains 24955 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 102755 members 
Entering Unmasked Estep 
Score: -118054696.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118055640.000000 to -118054696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (105075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Entering Unmasked Estep 
Score: -12461721.000000 Penalty: 2867.482422
	Iteration 0F: 2 clusters Score -1.246172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -12391376.000000 Penalty: 5734.964844
	Iteration 0F: 3 clusters Score -1.239138e+07 nChanged 49784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -12419875.000000 Penalty: 5734.964844
	Iteration 1F: 3 clusters Score -1.241988e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -12420691.000000 Penalty: 5734.964844
	Iteration 2Q: 3 clusters Score -1.242069e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -12421611.000000 Penalty: 5734.964844
	Iteration 3Q: 3 clusters Score -1.242161e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -12422738.000000 Penalty: 5734.964844
	Iteration 4Q: 3 clusters Score -1.242274e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -12424473.000000 Penalty: 5734.964844
	Iteration 5Q: 3 clusters Score -1.242447e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -12426966.000000 Penalty: 5734.964844
	Iteration 6Q: 3 clusters Score -1.242697e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -12430601.000000 Penalty: 5734.964844
	Iteration 7Q: 3 clusters Score -1.24306e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -12434859.000000 Penalty: 5734.964844
	Iteration 8F: 3 clusters Score -1.243486e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -12439552.000000 Penalty: 5734.964844
	Iteration 9F: 3 clusters Score -1.243955e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -12443925.000000 Penalty: 5734.964844
	Iteration 10F: 3 clusters Score -1.244392e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -12447576.000000 Penalty: 5734.964844
	Iteration 11Q: 3 clusters Score -1.244758e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -12450260.000000 Penalty: 5734.964844
	Iteration 12Q: 3 clusters Score -1.245026e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -12452243.000000 Penalty: 5734.964844
	Iteration 13Q: 3 clusters Score -1.245224e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94592 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -12453608.000000 Penalty: 5734.964844
	Iteration 14Q: 3 clusters Score -1.245361e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -12454721.000000 Penalty: 5734.964844
	Iteration 15Q: 3 clusters Score -1.245472e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -12455641.000000 Penalty: 5734.964844
	Iteration 16Q: 3 clusters Score -1.245564e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -12456416.000000 Penalty: 5734.964844
	Iteration 17Q: 3 clusters Score -1.245642e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -12457064.000000 Penalty: 5734.964844
	Iteration 18Q: 3 clusters Score -1.245706e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101651 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -12457617.000000 Penalty: 5734.964844
	Iteration 19Q: 3 clusters Score -1.245762e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12458069.000000 Penalty: 5734.964844
	Iteration 20F: 3 clusters Score -1.245807e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12458374.000000 Penalty: 5734.964844
	Iteration 21Q: 3 clusters Score -1.245837e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12458575.000000 Penalty: 5734.964844
	Iteration 22Q: 3 clusters Score -1.245858e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12458749.000000 Penalty: 5734.964844
	Iteration 23Q: 3 clusters Score -1.245875e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12458884.000000 Penalty: 5734.964844
	Iteration 24Q: 3 clusters Score -1.245888e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12458950.000000 Penalty: 5734.964844
	Iteration 25Q: 3 clusters Score -1.245895e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12458998.000000 Penalty: 5734.964844
	Iteration 26Q: 3 clusters Score -1.2459e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12459030.000000 Penalty: 5734.964844
	Iteration 27Q: 3 clusters Score -1.245903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12459079.000000 Penalty: 5734.964844
	Iteration 28Q: 3 clusters Score -1.245908e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12459123.000000 Penalty: 5734.964844
	Iteration 29Q: 3 clusters Score -1.245912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12459130.000000 Penalty: 5734.964844
	Iteration 30Q: 3 clusters Score -1.245913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104222 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12459159.000000 Penalty: 5734.964844
	Iteration 31Q: 3 clusters Score -1.245916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -12459171.000000 Penalty: 5734.964844
	Iteration 32Q: 3 clusters Score -1.245917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12459170.000000 Penalty: 5734.964844
	Iteration 33Q: 3 clusters Score -1.245917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12459182.000000 Penalty: 5734.964844
	Iteration 34Q: 3 clusters Score -1.245918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12459188.000000 Penalty: 5734.964844
	Iteration 35Q: 3 clusters Score -1.245919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12459185.000000 Penalty: 5734.964844
	Iteration 36Q: 3 clusters Score -1.245918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12459192.000000 Penalty: 5734.964844
	Iteration 37Q: 3 clusters Score -1.245919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -12459188.000000 Penalty: 5734.964844
	Iteration 38Q: 3 clusters Score -1.245919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12459191.000000 Penalty: 5734.964844
	Iteration 39Q: 3 clusters Score -1.245919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12459198.000000 Penalty: 5734.964844
	Iteration 40F: 3 clusters Score -1.24592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12459196.000000 Penalty: 5734.964844
	Iteration 41Q: 3 clusters Score -1.24592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12459205.000000 Penalty: 5734.964844
	Iteration 42Q: 3 clusters Score -1.24592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12459217.000000 Penalty: 5734.964844
	Iteration 43Q: 3 clusters Score -1.245922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12459214.000000 Penalty: 5734.964844
	Iteration 44Q: 3 clusters Score -1.245921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12459217.000000 Penalty: 5734.964844
	Iteration 45Q: 3 clusters Score -1.245922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12459222.000000 Penalty: 5734.964844
	Iteration 46Q: 3 clusters Score -1.245922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12459223.000000 Penalty: 5734.964844
	Iteration 47Q: 3 clusters Score -1.245922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12459226.000000 Penalty: 5734.964844
	Iteration 48Q: 3 clusters Score -1.245923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12459229.000000 Penalty: 5734.964844
	Iteration 49Q: 3 clusters Score -1.245923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12459229.000000 Penalty: 5734.964844
	Iteration 50F: 3 clusters Score -1.245923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Entering Unmasked Estep 
Score: -7899572.500000 Penalty: 2753.372314
	Iteration 0F: 2 clusters Score -7899572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7854913.000000 Penalty: 5506.744629
	Iteration 0F: 3 clusters Score -7854913 nChanged 31143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -7872290.000000 Penalty: 5506.744629
	Iteration 1F: 3 clusters Score -7872290 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -7872784.000000 Penalty: 5506.744629
	Iteration 2Q: 3 clusters Score -7872784 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -7873263.500000 Penalty: 5506.744629
	Iteration 3Q: 3 clusters Score -7873264 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -7873725.000000 Penalty: 5506.744629
	Iteration 4Q: 3 clusters Score -7873725 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -7874261.000000 Penalty: 5506.744629
	Iteration 5Q: 3 clusters Score -7874261 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7874946.000000 Penalty: 5506.744629
	Iteration 6Q: 3 clusters Score -7874946 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -7876008.000000 Penalty: 5506.744629
	Iteration 7Q: 3 clusters Score -7876008 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7877706.500000 Penalty: 5506.744629
	Iteration 8Q: 3 clusters Score -7877706 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -7880242.500000 Penalty: 5506.744629
	Iteration 9F: 3 clusters Score -7880242 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -7883785.000000 Penalty: 5506.744629
	Iteration 10F: 3 clusters Score -7883785 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -7887738.500000 Penalty: 5506.744629
	Iteration 11F: 3 clusters Score -7887738 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -7891041.000000 Penalty: 5506.744629
	Iteration 12F: 3 clusters Score -7891041 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7892957.000000 Penalty: 5506.744629
	Iteration 13Q: 3 clusters Score -7892957 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -7893965.000000 Penalty: 5506.744629
	Iteration 14Q: 3 clusters Score -7893965 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7894550.000000 Penalty: 5506.744629
	Iteration 15Q: 3 clusters Score -7894550 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7894935.500000 Penalty: 5506.744629
	Iteration 16Q: 3 clusters Score -7894936 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7895283.000000 Penalty: 5506.744629
	Iteration 17Q: 3 clusters Score -7895283 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -7895572.000000 Penalty: 5506.744629
	Iteration 18Q: 3 clusters Score -7895572 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7895790.000000 Penalty: 5506.744629
	Iteration 19Q: 3 clusters Score -7895790 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -7895977.500000 Penalty: 5506.744629
	Iteration 20F: 3 clusters Score -7895978 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -7896135.000000 Penalty: 5506.744629
	Iteration 21Q: 3 clusters Score -7896135 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -7896257.000000 Penalty: 5506.744629
	Iteration 22Q: 3 clusters Score -7896257 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -7896381.000000 Penalty: 5506.744629
	Iteration 23Q: 3 clusters Score -7896381 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -7896525.000000 Penalty: 5506.744629
	Iteration 24Q: 3 clusters Score -7896525 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -7896616.000000 Penalty: 5506.744629
	Iteration 25Q: 3 clusters Score -7896616 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -7896687.000000 Penalty: 5506.744629
	Iteration 26Q: 3 clusters Score -7896687 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -7896737.000000 Penalty: 5506.744629
	Iteration 27Q: 3 clusters Score -7896737 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -7896787.000000 Penalty: 5506.744629
	Iteration 28Q: 3 clusters Score -7896787 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -7896815.500000 Penalty: 5506.744629
	Iteration 29Q: 3 clusters Score -7896816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -7896889.500000 Penalty: 5506.744629
	Iteration 30Q: 3 clusters Score -7896890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7896920.500000 Penalty: 5506.744629
	Iteration 31Q: 3 clusters Score -7896920 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -7896970.500000 Penalty: 5506.744629
	Iteration 32Q: 3 clusters Score -7896970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -7896992.500000 Penalty: 5506.744629
	Iteration 33Q: 3 clusters Score -7896992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -7897037.500000 Penalty: 5506.744629
	Iteration 34Q: 3 clusters Score -7897038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -7897084.500000 Penalty: 5506.744629
	Iteration 35Q: 3 clusters Score -7897084 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -7897125.500000 Penalty: 5506.744629
	Iteration 36Q: 3 clusters Score -7897126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 63179 members 
Entering Unmasked Estep 
Score: -7897133.500000 Penalty: 5506.744629
	Iteration 37Q: 3 clusters Score -7897134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -7897162.500000 Penalty: 5506.744629
	Iteration 38Q: 3 clusters Score -7897162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -7897204.500000 Penalty: 5506.744629
	Iteration 39Q: 3 clusters Score -7897204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -7897210.000000 Penalty: 5506.744629
	Iteration 40F: 3 clusters Score -7897210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -7897238.500000 Penalty: 5506.744629
	Iteration 41Q: 3 clusters Score -7897238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -7897257.000000 Penalty: 5506.744629
	Iteration 42Q: 3 clusters Score -7897257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -7897262.500000 Penalty: 5506.744629
	Iteration 43Q: 3 clusters Score -7897262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -7897276.000000 Penalty: 5506.744629
	Iteration 44Q: 3 clusters Score -7897276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -7897294.500000 Penalty: 5506.744629
	Iteration 45Q: 3 clusters Score -7897294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -7897310.000000 Penalty: 5506.744629
	Iteration 46Q: 3 clusters Score -7897310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -7897314.500000 Penalty: 5506.744629
	Iteration 47Q: 3 clusters Score -7897314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -7897333.000000 Penalty: 5506.744629
	Iteration 48Q: 3 clusters Score -7897333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -7897341.500000 Penalty: 5506.744629
	Iteration 49Q: 3 clusters Score -7897342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -7897363.000000 Penalty: 5506.744629
	Iteration 50Q: 3 clusters Score -7897363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -7897374.500000 Penalty: 5506.744629
	Iteration 51Q: 3 clusters Score -7897374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -7897387.000000 Penalty: 5506.744629
	Iteration 52Q: 3 clusters Score -7897387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -7897394.500000 Penalty: 5506.744629
	Iteration 53Q: 3 clusters Score -7897394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7897390.500000 Penalty: 5506.744629
	Iteration 54Q: 3 clusters Score -7897390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -7897402.500000 Penalty: 5506.744629
	Iteration 55Q: 3 clusters Score -7897402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -7897405.500000 Penalty: 5506.744629
	Iteration 56Q: 3 clusters Score -7897406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -7897420.500000 Penalty: 5506.744629
	Iteration 57Q: 3 clusters Score -7897420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -7897422.500000 Penalty: 5506.744629
	Iteration 58Q: 3 clusters Score -7897422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -7897427.000000 Penalty: 5506.744629
	Iteration 59Q: 3 clusters Score -7897427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7897431.000000 Penalty: 5506.744629
	Iteration 60F: 3 clusters Score -7897431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -7897423.000000 Penalty: 5506.744629
	Iteration 61Q: 3 clusters Score -7897423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -7897423.500000 Penalty: 5506.744629
	Iteration 62Q: 3 clusters Score -7897424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -7897429.500000 Penalty: 5506.744629
	Iteration 63Q: 3 clusters Score -7897430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -7897440.500000 Penalty: 5506.744629
	Iteration 64Q: 3 clusters Score -7897440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -7897432.000000 Penalty: 5506.744629
	Iteration 65Q: 3 clusters Score -7897432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -7897431.000000 Penalty: 5506.744629
	Iteration 66Q: 3 clusters Score -7897431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -7897431.500000 Penalty: 5506.744629
	Iteration 67Q: 3 clusters Score -7897432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -7897440.000000 Penalty: 5506.744629
	Iteration 68Q: 3 clusters Score -7897440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -7897427.500000 Penalty: 5506.744629
	Iteration 69Q: 3 clusters Score -7897428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -7897442.000000 Penalty: 5506.744629
	Iteration 70Q: 3 clusters Score -7897442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -7897449.500000 Penalty: 5506.744629
	Iteration 71Q: 3 clusters Score -7897450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -7897461.500000 Penalty: 5506.744629
	Iteration 72Q: 3 clusters Score -7897462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -7897462.000000 Penalty: 5506.744629
	Iteration 73Q: 3 clusters Score -7897462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7897455.500000 Penalty: 5506.744629
	Iteration 74Q: 3 clusters Score -7897456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -7897459.500000 Penalty: 5506.744629
	Iteration 75Q: 3 clusters Score -7897460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7897457.500000 Penalty: 5506.744629
	Iteration 76Q: 3 clusters Score -7897458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7897464.500000 Penalty: 5506.744629
	Iteration 77Q: 3 clusters Score -7897464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -7897465.500000 Penalty: 5506.744629
	Iteration 78Q: 3 clusters Score -7897466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7897463.500000 Penalty: 5506.744629
	Iteration 79Q: 3 clusters Score -7897464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -7897451.000000 Penalty: 5506.744629
	Iteration 80F: 3 clusters Score -7897451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -7897453.000000 Penalty: 5506.744629
	Iteration 81Q: 3 clusters Score -7897453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7897452.000000 Penalty: 5506.744629
	Iteration 82Q: 3 clusters Score -7897452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7897456.500000 Penalty: 5506.744629
	Iteration 83Q: 3 clusters Score -7897456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -7897464.500000 Penalty: 5506.744629
	Iteration 84Q: 3 clusters Score -7897464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -7897464.500000 Penalty: 5506.744629
	Iteration 85Q: 3 clusters Score -7897464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7897464.000000 Penalty: 5506.744629
	Iteration 86Q: 3 clusters Score -7897464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -7897467.000000 Penalty: 5506.744629
	Iteration 87Q: 3 clusters Score -7897467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -7897462.500000 Penalty: 5506.744629
	Iteration 88Q: 3 clusters Score -7897462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -7897464.500000 Penalty: 5506.744629
	Iteration 89Q: 3 clusters Score -7897464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -7897464.500000 Penalty: 5506.744629
	Iteration 90F: 3 clusters Score -7897464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (189386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Entering Unmasked Estep 
Score: -22288334.000000 Penalty: 3013.582520
	Iteration 0F: 2 clusters Score -2.228833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -22166694.000000 Penalty: 6027.165039
	Iteration 0F: 3 clusters Score -2.216669e+07 nChanged 91041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -22220920.000000 Penalty: 6027.165039
	Iteration 1F: 3 clusters Score -2.222092e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -22223618.000000 Penalty: 6027.165039
	Iteration 2Q: 3 clusters Score -2.222362e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -22228470.000000 Penalty: 6027.165039
	Iteration 3F: 3 clusters Score -2.222847e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129661 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -22237436.000000 Penalty: 6027.165039
	Iteration 4F: 3 clusters Score -2.223744e+07 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -22251740.000000 Penalty: 6027.165039
	Iteration 5F: 3 clusters Score -2.225174e+07 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -22267622.000000 Penalty: 6027.165039
	Iteration 6F: 3 clusters Score -2.226762e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -22278416.000000 Penalty: 6027.165039
	Iteration 7F: 3 clusters Score -2.227842e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -22283376.000000 Penalty: 6027.165039
	Iteration 8Q: 3 clusters Score -2.228338e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183591 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -22285238.000000 Penalty: 6027.165039
	Iteration 9Q: 3 clusters Score -2.228524e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185228 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -22286066.000000 Penalty: 6027.165039
	Iteration 10Q: 3 clusters Score -2.228607e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186121 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22286338.000000 Penalty: 6027.165039
	Iteration 11Q: 3 clusters Score -2.228634e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186710 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22286548.000000 Penalty: 6027.165039
	Iteration 12Q: 3 clusters Score -2.228655e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22286658.000000 Penalty: 6027.165039
	Iteration 13Q: 3 clusters Score -2.228666e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187352 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22286718.000000 Penalty: 6027.165039
	Iteration 14Q: 3 clusters Score -2.228672e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187515 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22286764.000000 Penalty: 6027.165039
	Iteration 15Q: 3 clusters Score -2.228676e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22286742.000000 Penalty: 6027.165039
	Iteration 16Q: 3 clusters Score -2.228674e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22286776.000000 Penalty: 6027.165039
	Iteration 17Q: 3 clusters Score -2.228678e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22286760.000000 Penalty: 6027.165039
	Iteration 18Q: 3 clusters Score -2.228676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22286746.000000 Penalty: 6027.165039
	Iteration 19Q: 3 clusters Score -2.228675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187974 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22286730.000000 Penalty: 6027.165039
	Iteration 20F: 3 clusters Score -2.228673e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188010 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22286724.000000 Penalty: 6027.165039
	Iteration 21Q: 3 clusters Score -2.228672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22286714.000000 Penalty: 6027.165039
	Iteration 22Q: 3 clusters Score -2.228671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188059 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22286744.000000 Penalty: 6027.165039
	Iteration 23Q: 3 clusters Score -2.228674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188076 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22286730.000000 Penalty: 6027.165039
	Iteration 24Q: 3 clusters Score -2.228673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22286740.000000 Penalty: 6027.165039
	Iteration 25Q: 3 clusters Score -2.228674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188110 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22286736.000000 Penalty: 6027.165039
	Iteration 26Q: 3 clusters Score -2.228674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22286738.000000 Penalty: 6027.165039
	Iteration 27Q: 3 clusters Score -2.228674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -22286704.000000 Penalty: 6027.165039
	Iteration 28Q: 3 clusters Score -2.22867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188127 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22286714.000000 Penalty: 6027.165039
	Iteration 29Q: 3 clusters Score -2.228671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22286710.000000 Penalty: 6027.165039
	Iteration 30Q: 3 clusters Score -2.228671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22286710.000000 Penalty: 6027.165039
	Iteration 31Q: 3 clusters Score -2.228671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -22286706.000000 Penalty: 6027.165039
	Iteration 32Q: 3 clusters Score -2.228671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188132 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -22286724.000000 Penalty: 6027.165039
	Iteration 33Q: 3 clusters Score -2.228672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22286712.000000 Penalty: 6027.165039
	Iteration 34Q: 3 clusters Score -2.228671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -22286696.000000 Penalty: 6027.165039
	Iteration 35Q: 3 clusters Score -2.22867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188148 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -22286692.000000 Penalty: 6027.165039
	Iteration 36Q: 3 clusters Score -2.228669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22286678.000000 Penalty: 6027.165039
	Iteration 37Q: 3 clusters Score -2.228668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188157 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22286692.000000 Penalty: 6027.165039
	Iteration 38Q: 3 clusters Score -2.228669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22286694.000000 Penalty: 6027.165039
	Iteration 39Q: 3 clusters Score -2.228669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188162 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22286700.000000 Penalty: 6027.165039
	Iteration 40F: 3 clusters Score -2.22867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22286712.000000 Penalty: 6027.165039
	Iteration 41Q: 3 clusters Score -2.228671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22286694.000000 Penalty: 6027.165039
	Iteration 42Q: 3 clusters Score -2.228669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188164 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22286694.000000 Penalty: 6027.165039
	Iteration 43F: 3 clusters Score -2.228669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Entering Unmasked Estep 
Score: -6715331.500000 Penalty: 2714.993652
	Iteration 0F: 2 clusters Score -6715332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -6677163.500000 Penalty: 5429.987305
	Iteration 0F: 3 clusters Score -6677164 nChanged 26470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -6691945.000000 Penalty: 5429.987305
	Iteration 1F: 3 clusters Score -6691945 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -6692464.000000 Penalty: 5429.987305
	Iteration 2Q: 3 clusters Score -6692464 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6692960.500000 Penalty: 5429.987305
	Iteration 3Q: 3 clusters Score -6692960 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6693535.500000 Penalty: 5429.987305
	Iteration 4Q: 3 clusters Score -6693536 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -6694205.500000 Penalty: 5429.987305
	Iteration 5Q: 3 clusters Score -6694206 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6695351.500000 Penalty: 5429.987305
	Iteration 6Q: 3 clusters Score -6695352 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -6696942.500000 Penalty: 5429.987305
	Iteration 7Q: 3 clusters Score -6696942 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -6699266.000000 Penalty: 5429.987305
	Iteration 8F: 3 clusters Score -6699266 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -6702327.000000 Penalty: 5429.987305
	Iteration 9F: 3 clusters Score -6702327 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6705937.000000 Penalty: 5429.987305
	Iteration 10F: 3 clusters Score -6705937 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6709106.000000 Penalty: 5429.987305
	Iteration 11F: 3 clusters Score -6709106 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6711153.500000 Penalty: 5429.987305
	Iteration 12Q: 3 clusters Score -6711154 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6712174.500000 Penalty: 5429.987305
	Iteration 13Q: 3 clusters Score -6712174 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6712628.500000 Penalty: 5429.987305
	Iteration 14Q: 3 clusters Score -6712628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6712799.000000 Penalty: 5429.987305
	Iteration 15Q: 3 clusters Score -6712799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6712875.500000 Penalty: 5429.987305
	Iteration 16Q: 3 clusters Score -6712876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6712928.000000 Penalty: 5429.987305
	Iteration 17Q: 3 clusters Score -6712928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6712953.000000 Penalty: 5429.987305
	Iteration 18Q: 3 clusters Score -6712953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6712980.000000 Penalty: 5429.987305
	Iteration 19Q: 3 clusters Score -6712980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6712989.500000 Penalty: 5429.987305
	Iteration 20F: 3 clusters Score -6712990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6713006.000000 Penalty: 5429.987305
	Iteration 21Q: 3 clusters Score -6713006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6713009.500000 Penalty: 5429.987305
	Iteration 22Q: 3 clusters Score -6713010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6713016.000000 Penalty: 5429.987305
	Iteration 23Q: 3 clusters Score -6713016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6713024.000000 Penalty: 5429.987305
	Iteration 24Q: 3 clusters Score -6713024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6713024.000000 Penalty: 5429.987305
	Iteration 25F: 3 clusters Score -6713024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -77485.226562 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -77485.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75833.593750 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -75833.59 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76201.554688 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -76201.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76362.796875 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -76362.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76673.539062 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -76673.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76936.554688 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -76936.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77028.812500 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -77028.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77095.882812 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -77095.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -77119.460938 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -77119.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -77137.187500 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -77137.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77143.437500 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -77143.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -77145.109375 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -77145.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77147.882812 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -77147.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77147.882812 Penalty: 3276.898682
	Iteration 12F: 3 clusters Score -77147.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Entering Unmasked Estep 
Score: -945159.000000 Penalty: 2231.046875
	Iteration 0F: 2 clusters Score -945159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -938691.000000 Penalty: 4462.093750
	Iteration 0F: 3 clusters Score -938691 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -940496.312500 Penalty: 4462.093750
	Iteration 1F: 3 clusters Score -940496.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -940761.375000 Penalty: 4462.093750
	Iteration 2F: 3 clusters Score -940761.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -940920.062500 Penalty: 4462.093750
	Iteration 3Q: 3 clusters Score -940920.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -941023.312500 Penalty: 4462.093750
	Iteration 4Q: 3 clusters Score -941023.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -941109.000000 Penalty: 4462.093750
	Iteration 5Q: 3 clusters Score -941109 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -941204.062500 Penalty: 4462.093750
	Iteration 6Q: 3 clusters Score -941204.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -941293.625000 Penalty: 4462.093750
	Iteration 7Q: 3 clusters Score -941293.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -941378.875000 Penalty: 4462.093750
	Iteration 8Q: 3 clusters Score -941378.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -941470.000000 Penalty: 4462.093750
	Iteration 9Q: 3 clusters Score -941470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -941581.750000 Penalty: 4462.093750
	Iteration 10Q: 3 clusters Score -941581.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -941704.812500 Penalty: 4462.093750
	Iteration 11Q: 3 clusters Score -941704.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -941822.625000 Penalty: 4462.093750
	Iteration 12Q: 3 clusters Score -941822.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -941939.250000 Penalty: 4462.093750
	Iteration 13Q: 3 clusters Score -941939.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -942067.312500 Penalty: 4462.093750
	Iteration 14Q: 3 clusters Score -942067.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -942183.187500 Penalty: 4462.093750
	Iteration 15Q: 3 clusters Score -942183.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -942287.562500 Penalty: 4462.093750
	Iteration 16Q: 3 clusters Score -942287.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -942383.375000 Penalty: 4462.093750
	Iteration 17Q: 3 clusters Score -942383.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -942476.687500 Penalty: 4462.093750
	Iteration 18Q: 3 clusters Score -942476.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -942576.187500 Penalty: 4462.093750
	Iteration 19Q: 3 clusters Score -942576.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -942658.062500 Penalty: 4462.093750
	Iteration 20F: 3 clusters Score -942658.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -942720.500000 Penalty: 4462.093750
	Iteration 21Q: 3 clusters Score -942720.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -942786.125000 Penalty: 4462.093750
	Iteration 22Q: 3 clusters Score -942786.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -942850.187500 Penalty: 4462.093750
	Iteration 23Q: 3 clusters Score -942850.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -942898.500000 Penalty: 4462.093750
	Iteration 24Q: 3 clusters Score -942898.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -942939.625000 Penalty: 4462.093750
	Iteration 25Q: 3 clusters Score -942939.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -942976.312500 Penalty: 4462.093750
	Iteration 26Q: 3 clusters Score -942976.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -943004.500000 Penalty: 4462.093750
	Iteration 27Q: 3 clusters Score -943004.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -943032.500000 Penalty: 4462.093750
	Iteration 28Q: 3 clusters Score -943032.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -943062.062500 Penalty: 4462.093750
	Iteration 29Q: 3 clusters Score -943062.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -943091.875000 Penalty: 4462.093750
	Iteration 30Q: 3 clusters Score -943091.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -943113.000000 Penalty: 4462.093750
	Iteration 31Q: 3 clusters Score -943113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -943130.000000 Penalty: 4462.093750
	Iteration 32Q: 3 clusters Score -943130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -943138.437500 Penalty: 4462.093750
	Iteration 33Q: 3 clusters Score -943138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -943147.937500 Penalty: 4462.093750
	Iteration 34Q: 3 clusters Score -943147.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -943154.750000 Penalty: 4462.093750
	Iteration 35Q: 3 clusters Score -943154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -943156.562500 Penalty: 4462.093750
	Iteration 36Q: 3 clusters Score -943156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -943160.625000 Penalty: 4462.093750
	Iteration 37Q: 3 clusters Score -943160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -943163.750000 Penalty: 4462.093750
	Iteration 38Q: 3 clusters Score -943163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -943169.562500 Penalty: 4462.093750
	Iteration 39Q: 3 clusters Score -943169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -943171.562500 Penalty: 4462.093750
	Iteration 40F: 3 clusters Score -943171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -943172.062500 Penalty: 4462.093750
	Iteration 41Q: 3 clusters Score -943172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -943172.812500 Penalty: 4462.093750
	Iteration 42Q: 3 clusters Score -943172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -943172.812500 Penalty: 4462.093750
	Iteration 43F: 3 clusters Score -943172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (115860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Entering Unmasked Estep 
Score: -13743035.000000 Penalty: 2891.714355
	Iteration 0F: 2 clusters Score -1.374304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -13665749.000000 Penalty: 5783.428711
	Iteration 0F: 3 clusters Score -1.366575e+07 nChanged 54951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -13696747.000000 Penalty: 5783.428711
	Iteration 1F: 3 clusters Score -1.369675e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -13697575.000000 Penalty: 5783.428711
	Iteration 2Q: 3 clusters Score -1.369758e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -13698569.000000 Penalty: 5783.428711
	Iteration 3Q: 3 clusters Score -1.369857e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -13699897.000000 Penalty: 5783.428711
	Iteration 4Q: 3 clusters Score -1.36999e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -13701536.000000 Penalty: 5783.428711
	Iteration 5Q: 3 clusters Score -1.370154e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -13703913.000000 Penalty: 5783.428711
	Iteration 6Q: 3 clusters Score -1.370391e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -13707266.000000 Penalty: 5783.428711
	Iteration 7F: 3 clusters Score -1.370727e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -13711977.000000 Penalty: 5783.428711
	Iteration 8F: 3 clusters Score -1.371198e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -13717978.000000 Penalty: 5783.428711
	Iteration 9F: 3 clusters Score -1.371798e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -13723212.000000 Penalty: 5783.428711
	Iteration 10F: 3 clusters Score -1.372321e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -13725958.000000 Penalty: 5783.428711
	Iteration 11F: 3 clusters Score -1.372596e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -13726952.000000 Penalty: 5783.428711
	Iteration 12Q: 3 clusters Score -1.372695e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -13727443.000000 Penalty: 5783.428711
	Iteration 13Q: 3 clusters Score -1.372744e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -13727735.000000 Penalty: 5783.428711
	Iteration 14Q: 3 clusters Score -1.372774e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -13728028.000000 Penalty: 5783.428711
	Iteration 15Q: 3 clusters Score -1.372803e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -13728286.000000 Penalty: 5783.428711
	Iteration 16Q: 3 clusters Score -1.372829e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -13728600.000000 Penalty: 5783.428711
	Iteration 17Q: 3 clusters Score -1.37286e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -13728998.000000 Penalty: 5783.428711
	Iteration 18Q: 3 clusters Score -1.3729e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -13729338.000000 Penalty: 5783.428711
	Iteration 19Q: 3 clusters Score -1.372934e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -13729563.000000 Penalty: 5783.428711
	Iteration 20F: 3 clusters Score -1.372956e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -13729895.000000 Penalty: 5783.428711
	Iteration 21Q: 3 clusters Score -1.37299e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -13730104.000000 Penalty: 5783.428711
	Iteration 22Q: 3 clusters Score -1.37301e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -13730326.000000 Penalty: 5783.428711
	Iteration 23Q: 3 clusters Score -1.373033e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -13730462.000000 Penalty: 5783.428711
	Iteration 24Q: 3 clusters Score -1.373046e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -13730541.000000 Penalty: 5783.428711
	Iteration 25Q: 3 clusters Score -1.373054e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -13730618.000000 Penalty: 5783.428711
	Iteration 26Q: 3 clusters Score -1.373062e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -13730737.000000 Penalty: 5783.428711
	Iteration 27Q: 3 clusters Score -1.373074e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -13730894.000000 Penalty: 5783.428711
	Iteration 28Q: 3 clusters Score -1.373089e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -13731036.000000 Penalty: 5783.428711
	Iteration 29Q: 3 clusters Score -1.373104e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -13731134.000000 Penalty: 5783.428711
	Iteration 30Q: 3 clusters Score -1.373113e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -13731281.000000 Penalty: 5783.428711
	Iteration 31Q: 3 clusters Score -1.373128e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -13731398.000000 Penalty: 5783.428711
	Iteration 32Q: 3 clusters Score -1.37314e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -13731535.000000 Penalty: 5783.428711
	Iteration 33Q: 3 clusters Score -1.373154e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -13731621.000000 Penalty: 5783.428711
	Iteration 34Q: 3 clusters Score -1.373162e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -13731692.000000 Penalty: 5783.428711
	Iteration 35Q: 3 clusters Score -1.373169e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -13731725.000000 Penalty: 5783.428711
	Iteration 36Q: 3 clusters Score -1.373172e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -13731814.000000 Penalty: 5783.428711
	Iteration 37Q: 3 clusters Score -1.373181e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -13731843.000000 Penalty: 5783.428711
	Iteration 38Q: 3 clusters Score -1.373184e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -13731957.000000 Penalty: 5783.428711
	Iteration 39Q: 3 clusters Score -1.373196e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -13732021.000000 Penalty: 5783.428711
	Iteration 40F: 3 clusters Score -1.373202e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -13732079.000000 Penalty: 5783.428711
	Iteration 41Q: 3 clusters Score -1.373208e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -13732149.000000 Penalty: 5783.428711
	Iteration 42Q: 3 clusters Score -1.373215e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -13732173.000000 Penalty: 5783.428711
	Iteration 43Q: 3 clusters Score -1.373217e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -13732293.000000 Penalty: 5783.428711
	Iteration 44Q: 3 clusters Score -1.373229e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -13732346.000000 Penalty: 5783.428711
	Iteration 45Q: 3 clusters Score -1.373235e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -13732363.000000 Penalty: 5783.428711
	Iteration 46Q: 3 clusters Score -1.373236e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -13732469.000000 Penalty: 5783.428711
	Iteration 47Q: 3 clusters Score -1.373247e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -13732567.000000 Penalty: 5783.428711
	Iteration 48Q: 3 clusters Score -1.373257e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -13732728.000000 Penalty: 5783.428711
	Iteration 49Q: 3 clusters Score -1.373273e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -13732891.000000 Penalty: 5783.428711
	Iteration 50Q: 3 clusters Score -1.373289e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -13733077.000000 Penalty: 5783.428711
	Iteration 51Q: 3 clusters Score -1.373308e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -13733321.000000 Penalty: 5783.428711
	Iteration 52Q: 3 clusters Score -1.373332e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -13733520.000000 Penalty: 5783.428711
	Iteration 53Q: 3 clusters Score -1.373352e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -13733724.000000 Penalty: 5783.428711
	Iteration 54Q: 3 clusters Score -1.373372e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -13733905.000000 Penalty: 5783.428711
	Iteration 55Q: 3 clusters Score -1.37339e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -13734159.000000 Penalty: 5783.428711
	Iteration 56Q: 3 clusters Score -1.373416e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -13734359.000000 Penalty: 5783.428711
	Iteration 57Q: 3 clusters Score -1.373436e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -13734653.000000 Penalty: 5783.428711
	Iteration 58Q: 3 clusters Score -1.373465e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -13734917.000000 Penalty: 5783.428711
	Iteration 59Q: 3 clusters Score -1.373492e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91563 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -13735154.000000 Penalty: 5783.428711
	Iteration 60F: 3 clusters Score -1.373515e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -13735386.000000 Penalty: 5783.428711
	Iteration 61Q: 3 clusters Score -1.373539e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -13735760.000000 Penalty: 5783.428711
	Iteration 62Q: 3 clusters Score -1.373576e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -13736027.000000 Penalty: 5783.428711
	Iteration 63Q: 3 clusters Score -1.373603e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -13736268.000000 Penalty: 5783.428711
	Iteration 64Q: 3 clusters Score -1.373627e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -13736515.000000 Penalty: 5783.428711
	Iteration 65Q: 3 clusters Score -1.373652e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -13736737.000000 Penalty: 5783.428711
	Iteration 66Q: 3 clusters Score -1.373674e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99176 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -13737021.000000 Penalty: 5783.428711
	Iteration 67Q: 3 clusters Score -1.373702e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100176 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -13737312.000000 Penalty: 5783.428711
	Iteration 68Q: 3 clusters Score -1.373731e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -13737623.000000 Penalty: 5783.428711
	Iteration 69Q: 3 clusters Score -1.373762e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102099 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -13737913.000000 Penalty: 5783.428711
	Iteration 70Q: 3 clusters Score -1.373791e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -13738087.000000 Penalty: 5783.428711
	Iteration 71Q: 3 clusters Score -1.373809e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -13738369.000000 Penalty: 5783.428711
	Iteration 72Q: 3 clusters Score -1.373837e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -13738582.000000 Penalty: 5783.428711
	Iteration 73Q: 3 clusters Score -1.373858e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -13738801.000000 Penalty: 5783.428711
	Iteration 74Q: 3 clusters Score -1.37388e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -13739002.000000 Penalty: 5783.428711
	Iteration 75Q: 3 clusters Score -1.3739e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -13739146.000000 Penalty: 5783.428711
	Iteration 76Q: 3 clusters Score -1.373915e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -13739334.000000 Penalty: 5783.428711
	Iteration 77Q: 3 clusters Score -1.373933e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -13739509.000000 Penalty: 5783.428711
	Iteration 78Q: 3 clusters Score -1.373951e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -13739655.000000 Penalty: 5783.428711
	Iteration 79Q: 3 clusters Score -1.373966e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -13739823.000000 Penalty: 5783.428711
	Iteration 80F: 3 clusters Score -1.373982e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -13739968.000000 Penalty: 5783.428711
	Iteration 81Q: 3 clusters Score -1.373997e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -13740194.000000 Penalty: 5783.428711
	Iteration 82Q: 3 clusters Score -1.374019e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -13740278.000000 Penalty: 5783.428711
	Iteration 83Q: 3 clusters Score -1.374028e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -13740390.000000 Penalty: 5783.428711
	Iteration 84Q: 3 clusters Score -1.374039e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13740423.000000 Penalty: 5783.428711
	Iteration 85Q: 3 clusters Score -1.374042e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -13740453.000000 Penalty: 5783.428711
	Iteration 86Q: 3 clusters Score -1.374045e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -13740486.000000 Penalty: 5783.428711
	Iteration 87Q: 3 clusters Score -1.374049e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -13740545.000000 Penalty: 5783.428711
	Iteration 88Q: 3 clusters Score -1.374054e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -13740620.000000 Penalty: 5783.428711
	Iteration 89Q: 3 clusters Score -1.374062e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -13740651.000000 Penalty: 5783.428711
	Iteration 90Q: 3 clusters Score -1.374065e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -13740680.000000 Penalty: 5783.428711
	Iteration 91Q: 3 clusters Score -1.374068e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -13740687.000000 Penalty: 5783.428711
	Iteration 92Q: 3 clusters Score -1.374069e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -13740728.000000 Penalty: 5783.428711
	Iteration 93Q: 3 clusters Score -1.374073e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -13740730.000000 Penalty: 5783.428711
	Iteration 94Q: 3 clusters Score -1.374073e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -13740763.000000 Penalty: 5783.428711
	Iteration 95Q: 3 clusters Score -1.374076e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13740790.000000 Penalty: 5783.428711
	Iteration 96Q: 3 clusters Score -1.374079e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13740814.000000 Penalty: 5783.428711
	Iteration 97Q: 3 clusters Score -1.374081e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13740810.000000 Penalty: 5783.428711
	Iteration 98Q: 3 clusters Score -1.374081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -13740853.000000 Penalty: 5783.428711
	Iteration 99Q: 3 clusters Score -1.374085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113407 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13740849.000000 Penalty: 5783.428711
	Iteration 100F: 3 clusters Score -1.374085e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113436 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13740832.000000 Penalty: 5783.428711
	Iteration 101Q: 3 clusters Score -1.374083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113464 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13740837.000000 Penalty: 5783.428711
	Iteration 102Q: 3 clusters Score -1.374084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -13740840.000000 Penalty: 5783.428711
	Iteration 103Q: 3 clusters Score -1.374084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13740849.000000 Penalty: 5783.428711
	Iteration 104Q: 3 clusters Score -1.374085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13740852.000000 Penalty: 5783.428711
	Iteration 105Q: 3 clusters Score -1.374085e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113553 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13740846.000000 Penalty: 5783.428711
	Iteration 106Q: 3 clusters Score -1.374085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13740833.000000 Penalty: 5783.428711
	Iteration 107Q: 3 clusters Score -1.374083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13740833.000000 Penalty: 5783.428711
	Iteration 108Q: 3 clusters Score -1.374083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13740833.000000 Penalty: 5783.428711
	Iteration 109Q: 3 clusters Score -1.374083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113589 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -13740834.000000 Penalty: 5783.428711
	Iteration 110Q: 3 clusters Score -1.374083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -13740829.000000 Penalty: 5783.428711
	Iteration 111Q: 3 clusters Score -1.374083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113607 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13740842.000000 Penalty: 5783.428711
	Iteration 112Q: 3 clusters Score -1.374084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113618 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13740836.000000 Penalty: 5783.428711
	Iteration 113Q: 3 clusters Score -1.374084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -13740846.000000 Penalty: 5783.428711
	Iteration 114Q: 3 clusters Score -1.374085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13740850.000000 Penalty: 5783.428711
	Iteration 115Q: 3 clusters Score -1.374085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -13740853.000000 Penalty: 5783.428711
	Iteration 116Q: 3 clusters Score -1.374085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13740860.000000 Penalty: 5783.428711
	Iteration 117Q: 3 clusters Score -1.374086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113693 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13740862.000000 Penalty: 5783.428711
	Iteration 118Q: 3 clusters Score -1.374086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13740869.000000 Penalty: 5783.428711
	Iteration 119Q: 3 clusters Score -1.374087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -13740859.000000 Penalty: 5783.428711
	Iteration 120F: 3 clusters Score -1.374086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113708 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -13740857.000000 Penalty: 5783.428711
	Iteration 121Q: 3 clusters Score -1.374086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -13740863.000000 Penalty: 5783.428711
	Iteration 122Q: 3 clusters Score -1.374086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -13740852.000000 Penalty: 5783.428711
	Iteration 123Q: 3 clusters Score -1.374085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113723 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13740845.000000 Penalty: 5783.428711
	Iteration 124Q: 3 clusters Score -1.374084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113730 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -13740846.000000 Penalty: 5783.428711
	Iteration 125Q: 3 clusters Score -1.374085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13740846.000000 Penalty: 5783.428711
	Iteration 126Q: 3 clusters Score -1.374085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13740853.000000 Penalty: 5783.428711
	Iteration 127Q: 3 clusters Score -1.374085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13740854.000000 Penalty: 5783.428711
	Iteration 128Q: 3 clusters Score -1.374085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13740856.000000 Penalty: 5783.428711
	Iteration 129Q: 3 clusters Score -1.374086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13740860.000000 Penalty: 5783.428711
	Iteration 130Q: 3 clusters Score -1.374086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113752 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13740864.000000 Penalty: 5783.428711
	Iteration 131Q: 3 clusters Score -1.374086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -13740854.000000 Penalty: 5783.428711
	Iteration 132Q: 3 clusters Score -1.374085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -13740848.000000 Penalty: 5783.428711
	Iteration 133Q: 3 clusters Score -1.374085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13740853.000000 Penalty: 5783.428711
	Iteration 134Q: 3 clusters Score -1.374085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -13740851.000000 Penalty: 5783.428711
	Iteration 135Q: 3 clusters Score -1.374085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -13740860.000000 Penalty: 5783.428711
	Iteration 136Q: 3 clusters Score -1.374086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13740857.000000 Penalty: 5783.428711
	Iteration 137Q: 3 clusters Score -1.374086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113778 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13740849.000000 Penalty: 5783.428711
	Iteration 138Q: 3 clusters Score -1.374085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -13740855.000000 Penalty: 5783.428711
	Iteration 139Q: 3 clusters Score -1.374086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -13740858.000000 Penalty: 5783.428711
	Iteration 140F: 3 clusters Score -1.374086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13740856.000000 Penalty: 5783.428711
	Iteration 141Q: 3 clusters Score -1.374086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113798 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -13740857.000000 Penalty: 5783.428711
	Iteration 142Q: 3 clusters Score -1.374086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -13740849.000000 Penalty: 5783.428711
	Iteration 143Q: 3 clusters Score -1.374085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13740854.000000 Penalty: 5783.428711
	Iteration 144Q: 3 clusters Score -1.374085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113812 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13740854.000000 Penalty: 5783.428711
	Iteration 145Q: 3 clusters Score -1.374085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -13740862.000000 Penalty: 5783.428711
	Iteration 146Q: 3 clusters Score -1.374086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13740862.000000 Penalty: 5783.428711
	Iteration 147Q: 3 clusters Score -1.374086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13740862.000000 Penalty: 5783.428711
	Iteration 148F: 3 clusters Score -1.374086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Entering Unmasked Estep 
Score: -2827613.250000 Penalty: 2510.957764
	Iteration 0F: 2 clusters Score -2827613 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 12479 members 
Entering Unmasked Estep 
Score: -2810460.500000 Penalty: 5021.915527
	Iteration 0F: 3 clusters Score -2810460 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2816852.250000 Penalty: 5021.915527
	Iteration 1F: 3 clusters Score -2816852 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2817821.750000 Penalty: 5021.915527
	Iteration 2F: 3 clusters Score -2817822 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2818784.000000 Penalty: 5021.915527
	Iteration 3F: 3 clusters Score -2818784 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2819808.250000 Penalty: 5021.915527
	Iteration 4F: 3 clusters Score -2819808 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2820943.750000 Penalty: 5021.915527
	Iteration 5F: 3 clusters Score -2820944 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2822197.000000 Penalty: 5021.915527
	Iteration 6F: 3 clusters Score -2822197 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2823314.750000 Penalty: 5021.915527
	Iteration 7F: 3 clusters Score -2823315 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2824142.250000 Penalty: 5021.915527
	Iteration 8F: 3 clusters Score -2824142 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2824651.000000 Penalty: 5021.915527
	Iteration 9Q: 3 clusters Score -2824651 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2824908.750000 Penalty: 5021.915527
	Iteration 10Q: 3 clusters Score -2824909 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2825041.250000 Penalty: 5021.915527
	Iteration 11Q: 3 clusters Score -2825041 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2825138.750000 Penalty: 5021.915527
	Iteration 12Q: 3 clusters Score -2825139 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2825207.500000 Penalty: 5021.915527
	Iteration 13Q: 3 clusters Score -2825208 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2825277.750000 Penalty: 5021.915527
	Iteration 14Q: 3 clusters Score -2825278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2825367.750000 Penalty: 5021.915527
	Iteration 15Q: 3 clusters Score -2825368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2825432.750000 Penalty: 5021.915527
	Iteration 16Q: 3 clusters Score -2825433 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2825497.750000 Penalty: 5021.915527
	Iteration 17Q: 3 clusters Score -2825498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2825516.500000 Penalty: 5021.915527
	Iteration 18Q: 3 clusters Score -2825516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2825526.250000 Penalty: 5021.915527
	Iteration 19Q: 3 clusters Score -2825526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2825526.250000 Penalty: 5021.915527
	Iteration 20F: 3 clusters Score -2825526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2825535.000000 Penalty: 5021.915527
	Iteration 21Q: 3 clusters Score -2825535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2825532.750000 Penalty: 5021.915527
	Iteration 22Q: 3 clusters Score -2825533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2825528.500000 Penalty: 5021.915527
	Iteration 23Q: 3 clusters Score -2825528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2825527.250000 Penalty: 5021.915527
	Iteration 24Q: 3 clusters Score -2825527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2825525.500000 Penalty: 5021.915527
	Iteration 25Q: 3 clusters Score -2825526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2825520.750000 Penalty: 5021.915527
	Iteration 26Q: 3 clusters Score -2825521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2825520.000000 Penalty: 5021.915527
	Iteration 27Q: 3 clusters Score -2825520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2825521.250000 Penalty: 5021.915527
	Iteration 28Q: 3 clusters Score -2825521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2825522.000000 Penalty: 5021.915527
	Iteration 29Q: 3 clusters Score -2825522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2825522.750000 Penalty: 5021.915527
	Iteration 30Q: 3 clusters Score -2825523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2825525.750000 Penalty: 5021.915527
	Iteration 31Q: 3 clusters Score -2825526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2825525.750000 Penalty: 5021.915527
	Iteration 32F: 3 clusters Score -2825526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -94104.187500 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -94104.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92290.406250 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -92290.41 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92578.984375 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -92578.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92732.437500 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -92732.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92797.031250 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -92797.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92826.109375 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -92826.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92847.742188 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -92847.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92858.781250 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -92858.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92863.070312 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -92863.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -92871.203125 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -92871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92879.609375 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -92879.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92886.648438 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -92886.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92901.171875 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -92901.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92907.890625 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -92907.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92910.632812 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -92910.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92913.906250 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -92913.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92914.242188 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -92914.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92914.242188 Penalty: 3369.002930
	Iteration 16F: 3 clusters Score -92914.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (102755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Entering Unmasked Estep 
Score: -12010687.000000 Penalty: 2861.945557
	Iteration 0F: 2 clusters Score -1.201069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -11941786.000000 Penalty: 5723.891113
	Iteration 0F: 3 clusters Score -1.194179e+07 nChanged 48816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -11969855.000000 Penalty: 5723.891113
	Iteration 1F: 3 clusters Score -1.196986e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -11970775.000000 Penalty: 5723.891113
	Iteration 2Q: 3 clusters Score -1.197078e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -11971936.000000 Penalty: 5723.891113
	Iteration 3Q: 3 clusters Score -1.197194e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -11973520.000000 Penalty: 5723.891113
	Iteration 4Q: 3 clusters Score -1.197352e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -11975796.000000 Penalty: 5723.891113
	Iteration 5Q: 3 clusters Score -1.19758e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -11978862.000000 Penalty: 5723.891113
	Iteration 6F: 3 clusters Score -1.197886e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -11982590.000000 Penalty: 5723.891113
	Iteration 7F: 3 clusters Score -1.198259e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -11986768.000000 Penalty: 5723.891113
	Iteration 8F: 3 clusters Score -1.198677e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -11990752.000000 Penalty: 5723.891113
	Iteration 9F: 3 clusters Score -1.199075e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -11993940.000000 Penalty: 5723.891113
	Iteration 10Q: 3 clusters Score -1.199394e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -11996716.000000 Penalty: 5723.891113
	Iteration 11Q: 3 clusters Score -1.199672e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -11999954.000000 Penalty: 5723.891113
	Iteration 12Q: 3 clusters Score -1.199995e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -12004308.000000 Penalty: 5723.891113
	Iteration 13Q: 3 clusters Score -1.200431e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -12006120.000000 Penalty: 5723.891113
	Iteration 14Q: 3 clusters Score -1.200612e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -12006604.000000 Penalty: 5723.891113
	Iteration 15Q: 3 clusters Score -1.20066e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -12006867.000000 Penalty: 5723.891113
	Iteration 16Q: 3 clusters Score -1.200687e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -12007054.000000 Penalty: 5723.891113
	Iteration 17Q: 3 clusters Score -1.200705e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -12007231.000000 Penalty: 5723.891113
	Iteration 18Q: 3 clusters Score -1.200723e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -12007409.000000 Penalty: 5723.891113
	Iteration 19Q: 3 clusters Score -1.200741e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -12007460.000000 Penalty: 5723.891113
	Iteration 20F: 3 clusters Score -1.200746e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -12007547.000000 Penalty: 5723.891113
	Iteration 21Q: 3 clusters Score -1.200755e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -12007555.000000 Penalty: 5723.891113
	Iteration 22Q: 3 clusters Score -1.200756e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -12007601.000000 Penalty: 5723.891113
	Iteration 23Q: 3 clusters Score -1.20076e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -12007669.000000 Penalty: 5723.891113
	Iteration 24Q: 3 clusters Score -1.200767e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -12007704.000000 Penalty: 5723.891113
	Iteration 25Q: 3 clusters Score -1.20077e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12007709.000000 Penalty: 5723.891113
	Iteration 26Q: 3 clusters Score -1.200771e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -12007744.000000 Penalty: 5723.891113
	Iteration 27Q: 3 clusters Score -1.200774e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -12007785.000000 Penalty: 5723.891113
	Iteration 28Q: 3 clusters Score -1.200778e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -12007836.000000 Penalty: 5723.891113
	Iteration 29Q: 3 clusters Score -1.200784e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -12007871.000000 Penalty: 5723.891113
	Iteration 30Q: 3 clusters Score -1.200787e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -12007892.000000 Penalty: 5723.891113
	Iteration 31Q: 3 clusters Score -1.200789e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -12007918.000000 Penalty: 5723.891113
	Iteration 32Q: 3 clusters Score -1.200792e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -12007940.000000 Penalty: 5723.891113
	Iteration 33Q: 3 clusters Score -1.200794e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -12007967.000000 Penalty: 5723.891113
	Iteration 34Q: 3 clusters Score -1.200797e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -12007973.000000 Penalty: 5723.891113
	Iteration 35Q: 3 clusters Score -1.200797e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -12008007.000000 Penalty: 5723.891113
	Iteration 36Q: 3 clusters Score -1.200801e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -12008001.000000 Penalty: 5723.891113
	Iteration 37Q: 3 clusters Score -1.2008e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -12008009.000000 Penalty: 5723.891113
	Iteration 38Q: 3 clusters Score -1.200801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -12008039.000000 Penalty: 5723.891113
	Iteration 39Q: 3 clusters Score -1.200804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -12008032.000000 Penalty: 5723.891113
	Iteration 40F: 3 clusters Score -1.200803e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -12008017.000000 Penalty: 5723.891113
	Iteration 41Q: 3 clusters Score -1.200802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -12008024.000000 Penalty: 5723.891113
	Iteration 42Q: 3 clusters Score -1.200802e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -12008028.000000 Penalty: 5723.891113
	Iteration 43Q: 3 clusters Score -1.200803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -12008026.000000 Penalty: 5723.891113
	Iteration 44Q: 3 clusters Score -1.200803e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -12008029.000000 Penalty: 5723.891113
	Iteration 45Q: 3 clusters Score -1.200803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -12008035.000000 Penalty: 5723.891113
	Iteration 46Q: 3 clusters Score -1.200804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -12008058.000000 Penalty: 5723.891113
	Iteration 47Q: 3 clusters Score -1.200806e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -12008075.000000 Penalty: 5723.891113
	Iteration 48Q: 3 clusters Score -1.200808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 97224 members 
Entering Unmasked Estep 
Score: -12008066.000000 Penalty: 5723.891113
	Iteration 49Q: 3 clusters Score -1.200807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -12008061.000000 Penalty: 5723.891113
	Iteration 50Q: 3 clusters Score -1.200806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -12008064.000000 Penalty: 5723.891113
	Iteration 51Q: 3 clusters Score -1.200806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -12008060.000000 Penalty: 5723.891113
	Iteration 52Q: 3 clusters Score -1.200806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -12008065.000000 Penalty: 5723.891113
	Iteration 53Q: 3 clusters Score -1.200806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -12008070.000000 Penalty: 5723.891113
	Iteration 54Q: 3 clusters Score -1.200807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -12008085.000000 Penalty: 5723.891113
	Iteration 55Q: 3 clusters Score -1.200808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -12008082.000000 Penalty: 5723.891113
	Iteration 56Q: 3 clusters Score -1.200808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -12008064.000000 Penalty: 5723.891113
	Iteration 57Q: 3 clusters Score -1.200806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -12008085.000000 Penalty: 5723.891113
	Iteration 58Q: 3 clusters Score -1.200808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -12008098.000000 Penalty: 5723.891113
	Iteration 59Q: 3 clusters Score -1.20081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -12008112.000000 Penalty: 5723.891113
	Iteration 60F: 3 clusters Score -1.200811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -12008102.000000 Penalty: 5723.891113
	Iteration 61Q: 3 clusters Score -1.20081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -12008103.000000 Penalty: 5723.891113
	Iteration 62Q: 3 clusters Score -1.20081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -12008108.000000 Penalty: 5723.891113
	Iteration 63Q: 3 clusters Score -1.200811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 97468 members 
Entering Unmasked Estep 
Score: -12008099.000000 Penalty: 5723.891113
	Iteration 64Q: 3 clusters Score -1.20081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -12008110.000000 Penalty: 5723.891113
	Iteration 65Q: 3 clusters Score -1.200811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -12008099.000000 Penalty: 5723.891113
	Iteration 66Q: 3 clusters Score -1.20081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -12008092.000000 Penalty: 5723.891113
	Iteration 67Q: 3 clusters Score -1.200809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -12008096.000000 Penalty: 5723.891113
	Iteration 68Q: 3 clusters Score -1.20081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -12008105.000000 Penalty: 5723.891113
	Iteration 69Q: 3 clusters Score -1.20081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -12008107.000000 Penalty: 5723.891113
	Iteration 70Q: 3 clusters Score -1.200811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -12008103.000000 Penalty: 5723.891113
	Iteration 71Q: 3 clusters Score -1.20081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -12008091.000000 Penalty: 5723.891113
	Iteration 72Q: 3 clusters Score -1.200809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -12008106.000000 Penalty: 5723.891113
	Iteration 73Q: 3 clusters Score -1.200811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -12008100.000000 Penalty: 5723.891113
	Iteration 74Q: 3 clusters Score -1.20081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -12008100.000000 Penalty: 5723.891113
	Iteration 75Q: 3 clusters Score -1.20081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -12008103.000000 Penalty: 5723.891113
	Iteration 76Q: 3 clusters Score -1.20081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -12008104.000000 Penalty: 5723.891113
	Iteration 77Q: 3 clusters Score -1.20081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -12008107.000000 Penalty: 5723.891113
	Iteration 78Q: 3 clusters Score -1.200811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -12008100.000000 Penalty: 5723.891113
	Iteration 79Q: 3 clusters Score -1.20081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -12008093.000000 Penalty: 5723.891113
	Iteration 80F: 3 clusters Score -1.200809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -12008096.000000 Penalty: 5723.891113
	Iteration 81Q: 3 clusters Score -1.20081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -12008106.000000 Penalty: 5723.891113
	Iteration 82Q: 3 clusters Score -1.200811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -12008103.000000 Penalty: 5723.891113
	Iteration 83Q: 3 clusters Score -1.20081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -12008103.000000 Penalty: 5723.891113
	Iteration 84F: 3 clusters Score -1.20081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 81075 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 2719 members 
Mstep: Class 5 contains 189404 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 105075 members 
Mstep: Class 11 contains 66324 members 
Mstep: Class 14 contains 189386 members 
Mstep: Class 15 contains 56815 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 8072 members 
Mstep: Class 18 contains 115860 members 
Mstep: Class 20 contains 24955 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 102755 members 
Entering Unmasked Estep 
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Score: -118055696.000000 Penalty: 58326.246094
Iteration 79Q: 18 clusters Score -1.180557e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 81003 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 189515 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 104640 members 
Mstep: Class 11 contains 66717 members 
Mstep: Class 14 contains 189430 members 
Mstep: Class 15 contains 56789 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 114808 members 
Mstep: Class 20 contains 25261 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 103080 members 
Entering Unmasked Estep 
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Score: -118055512.000000 Penalty: 58326.246094
Iteration 80F: 18 clusters Score -1.180555e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 80928 members 
Mstep: Class 3 contains 7524 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 189612 members 
Mstep: Class 6 contains 19329 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 104246 members 
Mstep: Class 11 contains 67064 members 
Mstep: Class 14 contains 189479 members 
Mstep: Class 15 contains 56766 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 7905 members 
Mstep: Class 18 contains 113795 members 
Mstep: Class 20 contains 25557 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 103413 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -1.180555e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 80864 members 
Mstep: Class 3 contains 7575 members 
Mstep: Class 4 contains 2719 members 
Mstep: Class 5 contains 189678 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 103879 members 
Mstep: Class 11 contains 67423 members 
Mstep: Class 14 contains 189501 members 
Mstep: Class 15 contains 56751 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 112794 members 
Mstep: Class 20 contains 25859 members 
Mstep: Class 22 contains 892 members 
Mstep: Class 23 contains 103733 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -1.180556e+08 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 80786 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 2721 members 
Mstep: Class 5 contains 189748 members 
Mstep: Class 6 contains 19327 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 103543 members 
Mstep: Class 11 contains 67753 members 
Mstep: Class 14 contains 189535 members 
Mstep: Class 15 contains 56732 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 7762 members 
Mstep: Class 18 contains 111790 members 
Mstep: Class 20 contains 26143 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 104069 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -1.180558e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 80726 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 189819 members 
Mstep: Class 6 contains 19321 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 103192 members 
Mstep: Class 11 contains 68074 members 
Mstep: Class 14 contains 189562 members 
Mstep: Class 15 contains 56712 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7708 members 
Mstep: Class 18 contains 110814 members 
Mstep: Class 20 contains 26426 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 104377 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -1.18056e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 189892 members 
Mstep: Class 6 contains 19323 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 102868 members 
Mstep: Class 11 contains 68391 members 
Mstep: Class 14 contains 189583 members 
Mstep: Class 15 contains 56700 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 109827 members 
Mstep: Class 20 contains 26691 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 104707 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -1.180561e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 80618 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 2713 members 
Mstep: Class 5 contains 189946 members 
Mstep: Class 6 contains 19321 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 102530 members 
Mstep: Class 11 contains 68698 members 
Mstep: Class 14 contains 189612 members 
Mstep: Class 15 contains 56690 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 108847 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 105048 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -1.180566e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 80562 members 
Mstep: Class 3 contains 7844 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 189985 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 102182 members 
Mstep: Class 11 contains 68961 members 
Mstep: Class 14 contains 189666 members 
Mstep: Class 15 contains 56683 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 107913 members 
Mstep: Class 20 contains 27243 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 105377 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -1.180568e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 80509 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 190016 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 101845 members 
Mstep: Class 11 contains 69242 members 
Mstep: Class 14 contains 189688 members 
Mstep: Class 15 contains 56673 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7368 members 
Mstep: Class 18 contains 107006 members 
Mstep: Class 20 contains 27500 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 105773 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -1.180567e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 80459 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 190002 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 101529 members 
Mstep: Class 11 contains 69500 members 
Mstep: Class 14 contains 189662 members 
Mstep: Class 15 contains 56663 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 106153 members 
Mstep: Class 20 contains 27769 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 106217 members 
Entering Unmasked Estep 
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Iteration 89Q: 18 clusters Score -1.18057e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 80391 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 189979 members 
Mstep: Class 6 contains 19315 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 101203 members 
Mstep: Class 11 contains 69747 members 
Mstep: Class 14 contains 189581 members 
Mstep: Class 15 contains 56652 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 105310 members 
Mstep: Class 20 contains 28046 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 106736 members 
Entering Unmasked Estep 
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Iteration 90Q: 18 clusters Score -1.18057e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 80319 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 189960 members 
Mstep: Class 6 contains 19314 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 100884 members 
Mstep: Class 11 contains 69950 members 
Mstep: Class 14 contains 189497 members 
Mstep: Class 15 contains 56633 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 18 contains 104505 members 
Mstep: Class 20 contains 28314 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 107281 members 
Entering Unmasked Estep 
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Iteration 91Q: 18 clusters Score -1.180571e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 80241 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 2707 members 
Mstep: Class 5 contains 189972 members 
Mstep: Class 6 contains 19313 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 100576 members 
Mstep: Class 11 contains 70163 members 
Mstep: Class 14 contains 189399 members 
Mstep: Class 15 contains 56605 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 103726 members 
Mstep: Class 20 contains 28610 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 107788 members 
Entering Unmasked Estep 
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Iteration 92Q: 18 clusters Score -1.180573e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 80170 members 
Mstep: Class 3 contains 8212 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 189982 members 
Mstep: Class 6 contains 19311 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 100305 members 
Mstep: Class 11 contains 70336 members 
Mstep: Class 14 contains 189252 members 
Mstep: Class 15 contains 56590 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 102961 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 108293 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -1.180575e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 80090 members 
Mstep: Class 3 contains 8270 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 189978 members 
Mstep: Class 6 contains 19310 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 100053 members 
Mstep: Class 11 contains 70474 members 
Mstep: Class 14 contains 189080 members 
Mstep: Class 15 contains 56582 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 102209 members 
Mstep: Class 20 contains 29190 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 108889 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -1.180578e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 79986 members 
Mstep: Class 3 contains 8313 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 5 contains 189984 members 
Mstep: Class 6 contains 19308 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 99824 members 
Mstep: Class 11 contains 70622 members 
Mstep: Class 14 contains 188865 members 
Mstep: Class 15 contains 56577 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 101486 members 
Mstep: Class 20 contains 29482 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 109486 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -1.180579e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 79876 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 5 contains 189974 members 
Mstep: Class 6 contains 19306 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 99566 members 
Mstep: Class 11 contains 70718 members 
Mstep: Class 14 contains 188727 members 
Mstep: Class 15 contains 56562 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 18 contains 100788 members 
Mstep: Class 20 contains 29806 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 110023 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -1.18058e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 79761 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 2701 members 
Mstep: Class 5 contains 189946 members 
Mstep: Class 6 contains 19305 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 99321 members 
Mstep: Class 11 contains 70829 members 
Mstep: Class 14 contains 188562 members 
Mstep: Class 15 contains 56552 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 100119 members 
Mstep: Class 20 contains 30103 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 110593 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -1.18058e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 79659 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 189902 members 
Mstep: Class 6 contains 19304 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 99074 members 
Mstep: Class 11 contains 70898 members 
Mstep: Class 14 contains 188353 members 
Mstep: Class 15 contains 56548 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 99502 members 
Mstep: Class 20 contains 30436 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 111157 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -1.180582e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 79563 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 189832 members 
Mstep: Class 6 contains 19301 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 98849 members 
Mstep: Class 11 contains 70943 members 
Mstep: Class 14 contains 188165 members 
Mstep: Class 15 contains 56545 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 98951 members 
Mstep: Class 20 contains 30730 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 111728 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -1.18058e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 79465 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 189771 members 
Mstep: Class 6 contains 19297 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 98633 members 
Mstep: Class 11 contains 70990 members 
Mstep: Class 14 contains 188002 members 
Mstep: Class 15 contains 56533 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 98422 members 
Mstep: Class 20 contains 31008 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 112279 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -1.180583e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 79354 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 189736 members 
Mstep: Class 6 contains 19296 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 98420 members 
Mstep: Class 11 contains 71018 members 
Mstep: Class 14 contains 187814 members 
Mstep: Class 15 contains 56532 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6603 members 
Mstep: Class 18 contains 97916 members 
Mstep: Class 20 contains 31282 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 112827 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -1.180582e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 79227 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 189701 members 
Mstep: Class 6 contains 19293 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 98214 members 
Mstep: Class 11 contains 71070 members 
Mstep: Class 14 contains 187651 members 
Mstep: Class 15 contains 56522 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6593 members 
Mstep: Class 18 contains 97395 members 
Mstep: Class 20 contains 31541 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 113410 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -1.180583e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 79111 members 
Mstep: Class 3 contains 8582 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 189672 members 
Mstep: Class 6 contains 19290 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 98005 members 
Mstep: Class 11 contains 71117 members 
Mstep: Class 14 contains 187501 members 
Mstep: Class 15 contains 56511 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 96904 members 
Mstep: Class 20 contains 31770 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 113974 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -1.180586e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 78994 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 189636 members 
Mstep: Class 6 contains 19288 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 97837 members 
Mstep: Class 11 contains 71153 members 
Mstep: Class 14 contains 187340 members 
Mstep: Class 15 contains 56504 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6572 members 
Mstep: Class 18 contains 96463 members 
Mstep: Class 20 contains 31988 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 114501 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -1.180586e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 78884 members 
Mstep: Class 3 contains 8606 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 189615 members 
Mstep: Class 6 contains 19287 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 97668 members 
Mstep: Class 11 contains 71180 members 
Mstep: Class 14 contains 187139 members 
Mstep: Class 15 contains 56499 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 96035 members 
Mstep: Class 20 contains 32193 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 115050 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -1.180587e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 78786 members 
Mstep: Class 3 contains 8610 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 189597 members 
Mstep: Class 6 contains 19286 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 97514 members 
Mstep: Class 11 contains 71200 members 
Mstep: Class 14 contains 186950 members 
Mstep: Class 15 contains 56503 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 95585 members 
Mstep: Class 20 contains 32390 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 115605 members 
Entering Unmasked Estep 
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Iteration 106Q: 18 clusters Score -1.180586e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 78670 members 
Mstep: Class 3 contains 8617 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 189564 members 
Mstep: Class 6 contains 19284 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 97338 members 
Mstep: Class 11 contains 71211 members 
Mstep: Class 14 contains 186753 members 
Mstep: Class 15 contains 56501 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 95177 members 
Mstep: Class 20 contains 32579 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 116200 members 
Entering Unmasked Estep 
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Iteration 107Q: 18 clusters Score -1.180586e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 78550 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 189522 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 8 contains 97155 members 
Mstep: Class 11 contains 71196 members 
Mstep: Class 14 contains 186626 members 
Mstep: Class 15 contains 56495 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6543 members 
Mstep: Class 18 contains 94781 members 
Mstep: Class 20 contains 32779 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 116766 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -1.180586e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 78437 members 
Mstep: Class 3 contains 8628 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 189473 members 
Mstep: Class 6 contains 19282 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96980 members 
Mstep: Class 11 contains 71185 members 
Mstep: Class 14 contains 186497 members 
Mstep: Class 15 contains 56492 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6538 members 
Mstep: Class 18 contains 94439 members 
Mstep: Class 20 contains 32958 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 117314 members 
Entering Unmasked Estep 
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Iteration 109Q: 18 clusters Score -1.18059e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 78309 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 2681 members 
Mstep: Class 5 contains 189459 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96823 members 
Mstep: Class 11 contains 71187 members 
Mstep: Class 14 contains 186303 members 
Mstep: Class 15 contains 56489 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 18 contains 94131 members 
Mstep: Class 20 contains 33148 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 117848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058952.000000 Penalty: 58326.246094
Iteration 110Q: 18 clusters Score -1.18059e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 78169 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 189450 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96662 members 
Mstep: Class 11 contains 71176 members 
Mstep: Class 14 contains 186163 members 
Mstep: Class 15 contains 56491 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6532 members 
Mstep: Class 18 contains 93796 members 
Mstep: Class 20 contains 33315 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 118422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058920.000000 Penalty: 58326.246094
Iteration 111Q: 18 clusters Score -1.180589e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 78036 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 189432 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96498 members 
Mstep: Class 11 contains 71154 members 
Mstep: Class 14 contains 185984 members 
Mstep: Class 15 contains 56496 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6525 members 
Mstep: Class 18 contains 93463 members 
Mstep: Class 20 contains 33491 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 119041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059040.000000 Penalty: 58326.246094
Iteration 112Q: 18 clusters Score -1.18059e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 77882 members 
Mstep: Class 3 contains 8655 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 189389 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96344 members 
Mstep: Class 11 contains 71144 members 
Mstep: Class 14 contains 185781 members 
Mstep: Class 15 contains 56499 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6512 members 
Mstep: Class 18 contains 93124 members 
Mstep: Class 20 contains 33652 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 119727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059384.000000 Penalty: 58326.246094
Iteration 113Q: 18 clusters Score -1.180594e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 77752 members 
Mstep: Class 3 contains 8663 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 189349 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96220 members 
Mstep: Class 11 contains 71111 members 
Mstep: Class 14 contains 185583 members 
Mstep: Class 15 contains 56499 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6504 members 
Mstep: Class 18 contains 92804 members 
Mstep: Class 20 contains 33806 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 120396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059256.000000 Penalty: 58326.246094
Iteration 114Q: 18 clusters Score -1.180593e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 77611 members 
Mstep: Class 3 contains 8667 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 189331 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 96099 members 
Mstep: Class 11 contains 71092 members 
Mstep: Class 14 contains 185385 members 
Mstep: Class 15 contains 56504 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6494 members 
Mstep: Class 18 contains 92455 members 
Mstep: Class 20 contains 33956 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 121084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059184.000000 Penalty: 58326.246094
Iteration 115Q: 18 clusters Score -1.180592e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 77477 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 189270 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95982 members 
Mstep: Class 11 contains 71059 members 
Mstep: Class 14 contains 185198 members 
Mstep: Class 15 contains 56504 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6481 members 
Mstep: Class 18 contains 92130 members 
Mstep: Class 20 contains 34111 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 121787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059112.000000 Penalty: 58326.246094
Iteration 116Q: 18 clusters Score -1.180591e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 77345 members 
Mstep: Class 3 contains 8673 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 189219 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95864 members 
Mstep: Class 11 contains 71051 members 
Mstep: Class 14 contains 184985 members 
Mstep: Class 15 contains 56503 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6470 members 
Mstep: Class 18 contains 91790 members 
Mstep: Class 20 contains 34268 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 122493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058864.000000 Penalty: 58326.246094
Iteration 117Q: 18 clusters Score -1.180589e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 77230 members 
Mstep: Class 3 contains 8676 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 189149 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95746 members 
Mstep: Class 11 contains 71051 members 
Mstep: Class 14 contains 184742 members 
Mstep: Class 15 contains 56504 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 91456 members 
Mstep: Class 20 contains 34427 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 123190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118058872.000000 Penalty: 58326.246094
Iteration 118Q: 18 clusters Score -1.180589e+08 nChanged 1501
Entering ConstructFrom: 
Score: -118058872.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (53583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Entering Unmasked Estep 
Score: -6402598.000000 Penalty: 2700.468994
	Iteration 0F: 2 clusters Score -6402598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -6366550.000000 Penalty: 5400.937988
	Iteration 0F: 3 clusters Score -6366550 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -6380117.000000 Penalty: 5400.937988
	Iteration 1F: 3 clusters Score -6380117 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -6380729.000000 Penalty: 5400.937988
	Iteration 2Q: 3 clusters Score -6380729 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -6381339.000000 Penalty: 5400.937988
	Iteration 3Q: 3 clusters Score -6381339 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6382035.500000 Penalty: 5400.937988
	Iteration 4Q: 3 clusters Score -6382036 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -6382968.000000 Penalty: 5400.937988
	Iteration 5Q: 3 clusters Score -6382968 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6384106.500000 Penalty: 5400.937988
	Iteration 6Q: 3 clusters Score -6384106 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6385764.000000 Penalty: 5400.937988
	Iteration 7F: 3 clusters Score -6385764 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -6388187.000000 Penalty: 5400.937988
	Iteration 8F: 3 clusters Score -6388187 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -6391046.000000 Penalty: 5400.937988
	Iteration 9F: 3 clusters Score -6391046 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -6393501.000000 Penalty: 5400.937988
	Iteration 10F: 3 clusters Score -6393501 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -6394608.500000 Penalty: 5400.937988
	Iteration 11Q: 3 clusters Score -6394608 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -6395087.500000 Penalty: 5400.937988
	Iteration 12Q: 3 clusters Score -6395088 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -6395322.500000 Penalty: 5400.937988
	Iteration 13Q: 3 clusters Score -6395322 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6395544.000000 Penalty: 5400.937988
	Iteration 14Q: 3 clusters Score -6395544 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6395715.500000 Penalty: 5400.937988
	Iteration 15Q: 3 clusters Score -6395716 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -6395874.000000 Penalty: 5400.937988
	Iteration 16Q: 3 clusters Score -6395874 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -6396031.000000 Penalty: 5400.937988
	Iteration 17Q: 3 clusters Score -6396031 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -6396184.500000 Penalty: 5400.937988
	Iteration 18Q: 3 clusters Score -6396184 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -6396321.000000 Penalty: 5400.937988
	Iteration 19Q: 3 clusters Score -6396321 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -6396443.500000 Penalty: 5400.937988
	Iteration 20F: 3 clusters Score -6396444 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -6396576.000000 Penalty: 5400.937988
	Iteration 21Q: 3 clusters Score -6396576 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6396752.500000 Penalty: 5400.937988
	Iteration 22Q: 3 clusters Score -6396752 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6396859.000000 Penalty: 5400.937988
	Iteration 23Q: 3 clusters Score -6396859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -6396989.000000 Penalty: 5400.937988
	Iteration 24Q: 3 clusters Score -6396989 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -6397103.000000 Penalty: 5400.937988
	Iteration 25Q: 3 clusters Score -6397103 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6397233.000000 Penalty: 5400.937988
	Iteration 26Q: 3 clusters Score -6397233 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -6397341.000000 Penalty: 5400.937988
	Iteration 27Q: 3 clusters Score -6397341 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -6397426.500000 Penalty: 5400.937988
	Iteration 28Q: 3 clusters Score -6397426 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6397505.500000 Penalty: 5400.937988
	Iteration 29Q: 3 clusters Score -6397506 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -6397589.500000 Penalty: 5400.937988
	Iteration 30Q: 3 clusters Score -6397590 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6397735.500000 Penalty: 5400.937988
	Iteration 31Q: 3 clusters Score -6397736 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -6397838.000000 Penalty: 5400.937988
	Iteration 32Q: 3 clusters Score -6397838 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6397944.000000 Penalty: 5400.937988
	Iteration 33Q: 3 clusters Score -6397944 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -6398047.500000 Penalty: 5400.937988
	Iteration 34Q: 3 clusters Score -6398048 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -6398129.000000 Penalty: 5400.937988
	Iteration 35Q: 3 clusters Score -6398129 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6398215.000000 Penalty: 5400.937988
	Iteration 36Q: 3 clusters Score -6398215 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -6398336.000000 Penalty: 5400.937988
	Iteration 37Q: 3 clusters Score -6398336 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6398423.000000 Penalty: 5400.937988
	Iteration 38Q: 3 clusters Score -6398423 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6398486.000000 Penalty: 5400.937988
	Iteration 39Q: 3 clusters Score -6398486 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -6398586.000000 Penalty: 5400.937988
	Iteration 40F: 3 clusters Score -6398586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -6398677.000000 Penalty: 5400.937988
	Iteration 41Q: 3 clusters Score -6398677 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6398732.500000 Penalty: 5400.937988
	Iteration 42Q: 3 clusters Score -6398732 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -6398840.000000 Penalty: 5400.937988
	Iteration 43Q: 3 clusters Score -6398840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -6398901.000000 Penalty: 5400.937988
	Iteration 44Q: 3 clusters Score -6398901 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6398995.000000 Penalty: 5400.937988
	Iteration 45Q: 3 clusters Score -6398995 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -6399073.000000 Penalty: 5400.937988
	Iteration 46Q: 3 clusters Score -6399073 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6399150.500000 Penalty: 5400.937988
	Iteration 47Q: 3 clusters Score -6399150 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6399229.000000 Penalty: 5400.937988
	Iteration 48Q: 3 clusters Score -6399229 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -6399267.000000 Penalty: 5400.937988
	Iteration 49Q: 3 clusters Score -6399267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6399307.000000 Penalty: 5400.937988
	Iteration 50Q: 3 clusters Score -6399307 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -6399359.000000 Penalty: 5400.937988
	Iteration 51Q: 3 clusters Score -6399359 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -6399457.500000 Penalty: 5400.937988
	Iteration 52Q: 3 clusters Score -6399458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6399528.000000 Penalty: 5400.937988
	Iteration 53Q: 3 clusters Score -6399528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6399601.500000 Penalty: 5400.937988
	Iteration 54Q: 3 clusters Score -6399602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -6399661.000000 Penalty: 5400.937988
	Iteration 55Q: 3 clusters Score -6399661 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6399715.500000 Penalty: 5400.937988
	Iteration 56Q: 3 clusters Score -6399716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6399783.000000 Penalty: 5400.937988
	Iteration 57Q: 3 clusters Score -6399783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6399831.000000 Penalty: 5400.937988
	Iteration 58Q: 3 clusters Score -6399831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6399877.500000 Penalty: 5400.937988
	Iteration 59Q: 3 clusters Score -6399878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6399912.000000 Penalty: 5400.937988
	Iteration 60F: 3 clusters Score -6399912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -6399957.000000 Penalty: 5400.937988
	Iteration 61Q: 3 clusters Score -6399957 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -6399997.500000 Penalty: 5400.937988
	Iteration 62Q: 3 clusters Score -6399998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -6400039.500000 Penalty: 5400.937988
	Iteration 63Q: 3 clusters Score -6400040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -6400089.000000 Penalty: 5400.937988
	Iteration 64Q: 3 clusters Score -6400089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6400130.000000 Penalty: 5400.937988
	Iteration 65Q: 3 clusters Score -6400130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -6400143.500000 Penalty: 5400.937988
	Iteration 66Q: 3 clusters Score -6400144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -6400166.000000 Penalty: 5400.937988
	Iteration 67Q: 3 clusters Score -6400166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -6400172.000000 Penalty: 5400.937988
	Iteration 68Q: 3 clusters Score -6400172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -6400180.500000 Penalty: 5400.937988
	Iteration 69Q: 3 clusters Score -6400180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6400208.000000 Penalty: 5400.937988
	Iteration 70Q: 3 clusters Score -6400208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6400218.000000 Penalty: 5400.937988
	Iteration 71Q: 3 clusters Score -6400218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -6400250.500000 Penalty: 5400.937988
	Iteration 72Q: 3 clusters Score -6400250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -6400255.500000 Penalty: 5400.937988
	Iteration 73Q: 3 clusters Score -6400256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -6400254.000000 Penalty: 5400.937988
	Iteration 74Q: 3 clusters Score -6400254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -6400266.500000 Penalty: 5400.937988
	Iteration 75Q: 3 clusters Score -6400266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -6400276.500000 Penalty: 5400.937988
	Iteration 76Q: 3 clusters Score -6400276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6400284.500000 Penalty: 5400.937988
	Iteration 77Q: 3 clusters Score -6400284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -6400289.000000 Penalty: 5400.937988
	Iteration 78Q: 3 clusters Score -6400289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -6400297.000000 Penalty: 5400.937988
	Iteration 79Q: 3 clusters Score -6400297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6400297.000000 Penalty: 5400.937988
	Iteration 80F: 3 clusters Score -6400297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -6400303.000000 Penalty: 5400.937988
	Iteration 81Q: 3 clusters Score -6400303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -6400307.500000 Penalty: 5400.937988
	Iteration 82Q: 3 clusters Score -6400308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -6400304.500000 Penalty: 5400.937988
	Iteration 83Q: 3 clusters Score -6400304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6400304.500000 Penalty: 5400.937988
	Iteration 84Q: 3 clusters Score -6400304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -6400310.500000 Penalty: 5400.937988
	Iteration 85Q: 3 clusters Score -6400310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6400300.500000 Penalty: 5400.937988
	Iteration 86Q: 3 clusters Score -6400300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -6400304.500000 Penalty: 5400.937988
	Iteration 87Q: 3 clusters Score -6400304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -6400310.500000 Penalty: 5400.937988
	Iteration 88Q: 3 clusters Score -6400310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -6400311.000000 Penalty: 5400.937988
	Iteration 89Q: 3 clusters Score -6400311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6400322.000000 Penalty: 5400.937988
	Iteration 90Q: 3 clusters Score -6400322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -6400322.000000 Penalty: 5400.937988
	Iteration 91Q: 3 clusters Score -6400322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -6400322.500000 Penalty: 5400.937988
	Iteration 92Q: 3 clusters Score -6400322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -6400340.000000 Penalty: 5400.937988
	Iteration 93Q: 3 clusters Score -6400340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -6400339.500000 Penalty: 5400.937988
	Iteration 94Q: 3 clusters Score -6400340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -6400344.500000 Penalty: 5400.937988
	Iteration 95Q: 3 clusters Score -6400344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6400351.500000 Penalty: 5400.937988
	Iteration 96Q: 3 clusters Score -6400352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6400347.500000 Penalty: 5400.937988
	Iteration 97Q: 3 clusters Score -6400348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6400342.000000 Penalty: 5400.937988
	Iteration 98Q: 3 clusters Score -6400342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -6400353.500000 Penalty: 5400.937988
	Iteration 99Q: 3 clusters Score -6400354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6400353.000000 Penalty: 5400.937988
	Iteration 100F: 3 clusters Score -6400353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6400348.500000 Penalty: 5400.937988
	Iteration 101Q: 3 clusters Score -6400348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -6400355.000000 Penalty: 5400.937988
	Iteration 102Q: 3 clusters Score -6400355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -6400353.000000 Penalty: 5400.937988
	Iteration 103Q: 3 clusters Score -6400353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6400352.500000 Penalty: 5400.937988
	Iteration 104Q: 3 clusters Score -6400352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6400353.000000 Penalty: 5400.937988
	Iteration 105Q: 3 clusters Score -6400353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -6400353.500000 Penalty: 5400.937988
	Iteration 106Q: 3 clusters Score -6400354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -6400353.500000 Penalty: 5400.937988
	Iteration 107F: 3 clusters Score -6400354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Entering Unmasked Estep 
Score: -9165182.000000 Penalty: 2790.663818
	Iteration 0F: 2 clusters Score -9165182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -9113481.000000 Penalty: 5581.327637
	Iteration 0F: 3 clusters Score -9113481 nChanged 36158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -9133957.000000 Penalty: 5581.327637
	Iteration 1F: 3 clusters Score -9133957 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -9134584.000000 Penalty: 5581.327637
	Iteration 2Q: 3 clusters Score -9134584 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -9135204.000000 Penalty: 5581.327637
	Iteration 3Q: 3 clusters Score -9135204 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -9135919.000000 Penalty: 5581.327637
	Iteration 4Q: 3 clusters Score -9135919 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -9136822.000000 Penalty: 5581.327637
	Iteration 5Q: 3 clusters Score -9136822 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -9138125.000000 Penalty: 5581.327637
	Iteration 6Q: 3 clusters Score -9138125 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -9140088.000000 Penalty: 5581.327637
	Iteration 7Q: 3 clusters Score -9140088 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -9142962.000000 Penalty: 5581.327637
	Iteration 8F: 3 clusters Score -9142962 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -9146759.000000 Penalty: 5581.327637
	Iteration 9F: 3 clusters Score -9146759 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -9151159.000000 Penalty: 5581.327637
	Iteration 10F: 3 clusters Score -9151159 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -9154013.000000 Penalty: 5581.327637
	Iteration 11F: 3 clusters Score -9154013 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -9155234.000000 Penalty: 5581.327637
	Iteration 12Q: 3 clusters Score -9155234 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -9155845.000000 Penalty: 5581.327637
	Iteration 13Q: 3 clusters Score -9155845 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -9156296.000000 Penalty: 5581.327637
	Iteration 14Q: 3 clusters Score -9156296 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -9156686.000000 Penalty: 5581.327637
	Iteration 15Q: 3 clusters Score -9156686 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -9157036.000000 Penalty: 5581.327637
	Iteration 16Q: 3 clusters Score -9157036 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -9157402.000000 Penalty: 5581.327637
	Iteration 17Q: 3 clusters Score -9157402 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -9157771.000000 Penalty: 5581.327637
	Iteration 18Q: 3 clusters Score -9157771 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -9158092.000000 Penalty: 5581.327637
	Iteration 19Q: 3 clusters Score -9158092 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -9158397.000000 Penalty: 5581.327637
	Iteration 20F: 3 clusters Score -9158397 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -9158757.000000 Penalty: 5581.327637
	Iteration 21Q: 3 clusters Score -9158757 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -9159028.000000 Penalty: 5581.327637
	Iteration 22Q: 3 clusters Score -9159028 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -9159265.000000 Penalty: 5581.327637
	Iteration 23Q: 3 clusters Score -9159265 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -9159581.000000 Penalty: 5581.327637
	Iteration 24Q: 3 clusters Score -9159581 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -9159890.000000 Penalty: 5581.327637
	Iteration 25Q: 3 clusters Score -9159890 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -9160226.000000 Penalty: 5581.327637
	Iteration 26Q: 3 clusters Score -9160226 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -9160476.000000 Penalty: 5581.327637
	Iteration 27Q: 3 clusters Score -9160476 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -9160773.000000 Penalty: 5581.327637
	Iteration 28Q: 3 clusters Score -9160773 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 65992 members 
Entering Unmasked Estep 
Score: -9161059.000000 Penalty: 5581.327637
	Iteration 29Q: 3 clusters Score -9161059 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -9161276.000000 Penalty: 5581.327637
	Iteration 30Q: 3 clusters Score -9161276 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -9161425.000000 Penalty: 5581.327637
	Iteration 31Q: 3 clusters Score -9161425 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -9161535.000000 Penalty: 5581.327637
	Iteration 32Q: 3 clusters Score -9161535 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -9161694.000000 Penalty: 5581.327637
	Iteration 33Q: 3 clusters Score -9161694 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -9161836.000000 Penalty: 5581.327637
	Iteration 34Q: 3 clusters Score -9161836 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -9161981.000000 Penalty: 5581.327637
	Iteration 35Q: 3 clusters Score -9161981 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -9162049.000000 Penalty: 5581.327637
	Iteration 36Q: 3 clusters Score -9162049 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -9162164.000000 Penalty: 5581.327637
	Iteration 37Q: 3 clusters Score -9162164 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -9162268.000000 Penalty: 5581.327637
	Iteration 38Q: 3 clusters Score -9162268 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 70911 members 
Entering Unmasked Estep 
Score: -9162336.000000 Penalty: 5581.327637
	Iteration 39Q: 3 clusters Score -9162336 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -9162419.000000 Penalty: 5581.327637
	Iteration 40F: 3 clusters Score -9162419 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -9162510.000000 Penalty: 5581.327637
	Iteration 41Q: 3 clusters Score -9162510 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -9162598.000000 Penalty: 5581.327637
	Iteration 42Q: 3 clusters Score -9162598 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -9162674.000000 Penalty: 5581.327637
	Iteration 43Q: 3 clusters Score -9162674 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -9162732.000000 Penalty: 5581.327637
	Iteration 44Q: 3 clusters Score -9162732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -9162760.000000 Penalty: 5581.327637
	Iteration 45Q: 3 clusters Score -9162760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -9162793.000000 Penalty: 5581.327637
	Iteration 46Q: 3 clusters Score -9162793 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -9162853.000000 Penalty: 5581.327637
	Iteration 47Q: 3 clusters Score -9162853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9162912.000000 Penalty: 5581.327637
	Iteration 48Q: 3 clusters Score -9162912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -9162961.000000 Penalty: 5581.327637
	Iteration 49Q: 3 clusters Score -9162961 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -9162989.000000 Penalty: 5581.327637
	Iteration 50Q: 3 clusters Score -9162989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -9163021.000000 Penalty: 5581.327637
	Iteration 51Q: 3 clusters Score -9163021 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -9163063.000000 Penalty: 5581.327637
	Iteration 52Q: 3 clusters Score -9163063 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -9163091.000000 Penalty: 5581.327637
	Iteration 53Q: 3 clusters Score -9163091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -9163155.000000 Penalty: 5581.327637
	Iteration 54Q: 3 clusters Score -9163155 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -9163150.000000 Penalty: 5581.327637
	Iteration 55Q: 3 clusters Score -9163150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -9163160.000000 Penalty: 5581.327637
	Iteration 56Q: 3 clusters Score -9163160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9163197.000000 Penalty: 5581.327637
	Iteration 57Q: 3 clusters Score -9163197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -9163215.000000 Penalty: 5581.327637
	Iteration 58Q: 3 clusters Score -9163215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -9163217.000000 Penalty: 5581.327637
	Iteration 59Q: 3 clusters Score -9163217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -9163219.000000 Penalty: 5581.327637
	Iteration 60F: 3 clusters Score -9163219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -9163223.000000 Penalty: 5581.327637
	Iteration 61Q: 3 clusters Score -9163223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -9163219.000000 Penalty: 5581.327637
	Iteration 62Q: 3 clusters Score -9163219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -9163221.000000 Penalty: 5581.327637
	Iteration 63Q: 3 clusters Score -9163221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -9163229.000000 Penalty: 5581.327637
	Iteration 64Q: 3 clusters Score -9163229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -9163232.000000 Penalty: 5581.327637
	Iteration 65Q: 3 clusters Score -9163232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -9163243.000000 Penalty: 5581.327637
	Iteration 66Q: 3 clusters Score -9163243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -9163262.000000 Penalty: 5581.327637
	Iteration 67Q: 3 clusters Score -9163262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -9163257.000000 Penalty: 5581.327637
	Iteration 68Q: 3 clusters Score -9163257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -9163249.000000 Penalty: 5581.327637
	Iteration 69Q: 3 clusters Score -9163249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -9163252.000000 Penalty: 5581.327637
	Iteration 70Q: 3 clusters Score -9163252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -9163253.000000 Penalty: 5581.327637
	Iteration 71Q: 3 clusters Score -9163253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -9163262.000000 Penalty: 5581.327637
	Iteration 72Q: 3 clusters Score -9163262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -9163258.000000 Penalty: 5581.327637
	Iteration 73Q: 3 clusters Score -9163258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -9163260.000000 Penalty: 5581.327637
	Iteration 74Q: 3 clusters Score -9163260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -9163268.000000 Penalty: 5581.327637
	Iteration 75Q: 3 clusters Score -9163268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -9163263.000000 Penalty: 5581.327637
	Iteration 76Q: 3 clusters Score -9163263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -9163268.000000 Penalty: 5581.327637
	Iteration 77Q: 3 clusters Score -9163268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9163265.000000 Penalty: 5581.327637
	Iteration 78Q: 3 clusters Score -9163265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9163268.000000 Penalty: 5581.327637
	Iteration 79Q: 3 clusters Score -9163268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9163268.000000 Penalty: 5581.327637
	Iteration 80F: 3 clusters Score -9163268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -9163272.000000 Penalty: 5581.327637
	Iteration 81Q: 3 clusters Score -9163272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -9163272.000000 Penalty: 5581.327637
	Iteration 82F: 3 clusters Score -9163272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -1010969.125000 Penalty: 2249.085449
	Iteration 0F: 2 clusters Score -1010969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1004092.812500 Penalty: 4498.170898
	Iteration 0F: 3 clusters Score -1004093 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1005950.625000 Penalty: 4498.170898
	Iteration 1F: 3 clusters Score -1005951 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1006239.062500 Penalty: 4498.170898
	Iteration 2F: 3 clusters Score -1006239 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1006477.312500 Penalty: 4498.170898
	Iteration 3F: 3 clusters Score -1006477 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1006694.750000 Penalty: 4498.170898
	Iteration 4Q: 3 clusters Score -1006695 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1006913.875000 Penalty: 4498.170898
	Iteration 5Q: 3 clusters Score -1006914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1007156.500000 Penalty: 4498.170898
	Iteration 6Q: 3 clusters Score -1007156 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1007432.562500 Penalty: 4498.170898
	Iteration 7Q: 3 clusters Score -1007433 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1007743.437500 Penalty: 4498.170898
	Iteration 8Q: 3 clusters Score -1007743 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1008038.812500 Penalty: 4498.170898
	Iteration 9Q: 3 clusters Score -1008039 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1008296.500000 Penalty: 4498.170898
	Iteration 10Q: 3 clusters Score -1008296 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1008509.312500 Penalty: 4498.170898
	Iteration 11Q: 3 clusters Score -1008509 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1008713.062500 Penalty: 4498.170898
	Iteration 12Q: 3 clusters Score -1008713 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1008858.437500 Penalty: 4498.170898
	Iteration 13Q: 3 clusters Score -1008858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1008947.875000 Penalty: 4498.170898
	Iteration 14Q: 3 clusters Score -1008948 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1009024.500000 Penalty: 4498.170898
	Iteration 15Q: 3 clusters Score -1009024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1009068.187500 Penalty: 4498.170898
	Iteration 16Q: 3 clusters Score -1009068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1009101.437500 Penalty: 4498.170898
	Iteration 17Q: 3 clusters Score -1009101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1009133.250000 Penalty: 4498.170898
	Iteration 18Q: 3 clusters Score -1009133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1009149.625000 Penalty: 4498.170898
	Iteration 19Q: 3 clusters Score -1009150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1009169.375000 Penalty: 4498.170898
	Iteration 20F: 3 clusters Score -1009169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1009179.125000 Penalty: 4498.170898
	Iteration 21Q: 3 clusters Score -1009179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1009186.062500 Penalty: 4498.170898
	Iteration 22Q: 3 clusters Score -1009186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1009197.000000 Penalty: 4498.170898
	Iteration 23Q: 3 clusters Score -1009197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1009200.125000 Penalty: 4498.170898
	Iteration 24Q: 3 clusters Score -1009200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1009202.750000 Penalty: 4498.170898
	Iteration 25Q: 3 clusters Score -1009203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1009206.875000 Penalty: 4498.170898
	Iteration 26Q: 3 clusters Score -1009207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1009205.812500 Penalty: 4498.170898
	Iteration 27Q: 3 clusters Score -1009206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1009213.750000 Penalty: 4498.170898
	Iteration 28Q: 3 clusters Score -1009214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1009214.250000 Penalty: 4498.170898
	Iteration 29Q: 3 clusters Score -1009214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1009217.375000 Penalty: 4498.170898
	Iteration 30Q: 3 clusters Score -1009217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1009217.500000 Penalty: 4498.170898
	Iteration 31Q: 3 clusters Score -1009218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1009217.500000 Penalty: 4498.170898
	Iteration 32F: 3 clusters Score -1009218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -314746.843750 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -314746.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -311668.875000 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -311668.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -312264.656250 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -312264.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -312445.750000 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -312445.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312534.031250 Penalty: 3912.055420
	Iteration 3Q: 3 clusters Score -312534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -312588.625000 Penalty: 3912.055420
	Iteration 4Q: 3 clusters Score -312588.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -312643.000000 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -312643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -312687.968750 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -312688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -312722.000000 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -312722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -312743.093750 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -312743.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -312764.125000 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -312764.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -312781.156250 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -312781.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -312798.031250 Penalty: 3912.055420
	Iteration 11Q: 3 clusters Score -312798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -312812.187500 Penalty: 3912.055420
	Iteration 12Q: 3 clusters Score -312812.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -312827.656250 Penalty: 3912.055420
	Iteration 13Q: 3 clusters Score -312827.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -312838.656250 Penalty: 3912.055420
	Iteration 14Q: 3 clusters Score -312838.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -312847.625000 Penalty: 3912.055420
	Iteration 15Q: 3 clusters Score -312847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312857.500000 Penalty: 3912.055420
	Iteration 16Q: 3 clusters Score -312857.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -312867.375000 Penalty: 3912.055420
	Iteration 17Q: 3 clusters Score -312867.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -312876.031250 Penalty: 3912.055420
	Iteration 18Q: 3 clusters Score -312876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312878.343750 Penalty: 3912.055420
	Iteration 19Q: 3 clusters Score -312878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312879.625000 Penalty: 3912.055420
	Iteration 20F: 3 clusters Score -312879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -312880.687500 Penalty: 3912.055420
	Iteration 21Q: 3 clusters Score -312880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -312881.718750 Penalty: 3912.055420
	Iteration 22Q: 3 clusters Score -312881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -312883.375000 Penalty: 3912.055420
	Iteration 23Q: 3 clusters Score -312883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -312883.406250 Penalty: 3912.055420
	Iteration 24Q: 3 clusters Score -312883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -312883.562500 Penalty: 3912.055420
	Iteration 25Q: 3 clusters Score -312883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -312884.406250 Penalty: 3912.055420
	Iteration 26Q: 3 clusters Score -312884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -312884.406250 Penalty: 3912.055420
	Iteration 27F: 3 clusters Score -312884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (189102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189102 members 
Entering Unmasked Estep 
Score: -22458196.000000 Penalty: 3013.210205
	Iteration 0F: 2 clusters Score -2.24582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -22344848.000000 Penalty: 6026.420410
	Iteration 0F: 3 clusters Score -2.234485e+07 nChanged 90649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -22399014.000000 Penalty: 6026.420410
	Iteration 1F: 3 clusters Score -2.239901e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -22401428.000000 Penalty: 6026.420410
	Iteration 2Q: 3 clusters Score -2.240143e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -22405466.000000 Penalty: 6026.420410
	Iteration 3Q: 3 clusters Score -2.240547e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -22412492.000000 Penalty: 6026.420410
	Iteration 4F: 3 clusters Score -2.241249e+07 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143914 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -22423760.000000 Penalty: 6026.420410
	Iteration 5F: 3 clusters Score -2.242376e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -22437982.000000 Penalty: 6026.420410
	Iteration 6F: 3 clusters Score -2.243798e+07 nChanged 14684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -22448386.000000 Penalty: 6026.420410
	Iteration 7F: 3 clusters Score -2.244839e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -22452670.000000 Penalty: 6026.420410
	Iteration 8Q: 3 clusters Score -2.245267e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22454408.000000 Penalty: 6026.420410
	Iteration 9Q: 3 clusters Score -2.245441e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22455102.000000 Penalty: 6026.420410
	Iteration 10Q: 3 clusters Score -2.24551e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22455368.000000 Penalty: 6026.420410
	Iteration 11Q: 3 clusters Score -2.245537e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188779 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22455466.000000 Penalty: 6026.420410
	Iteration 12Q: 3 clusters Score -2.245547e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188815 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22455544.000000 Penalty: 6026.420410
	Iteration 13Q: 3 clusters Score -2.245554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188829 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22455560.000000 Penalty: 6026.420410
	Iteration 14Q: 3 clusters Score -2.245556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22455566.000000 Penalty: 6026.420410
	Iteration 15Q: 3 clusters Score -2.245557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188846 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22455596.000000 Penalty: 6026.420410
	Iteration 16Q: 3 clusters Score -2.24556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188850 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22455606.000000 Penalty: 6026.420410
	Iteration 17Q: 3 clusters Score -2.245561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188852 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22455622.000000 Penalty: 6026.420410
	Iteration 18Q: 3 clusters Score -2.245562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22455622.000000 Penalty: 6026.420410
	Iteration 19Q: 3 clusters Score -2.245562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188853 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22455610.000000 Penalty: 6026.420410
	Iteration 20F: 3 clusters Score -2.245561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188857 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22455622.000000 Penalty: 6026.420410
	Iteration 21Q: 3 clusters Score -2.245562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22455594.000000 Penalty: 6026.420410
	Iteration 22Q: 3 clusters Score -2.245559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188861 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22455620.000000 Penalty: 6026.420410
	Iteration 23Q: 3 clusters Score -2.245562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188861 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22455610.000000 Penalty: 6026.420410
	Iteration 24Q: 3 clusters Score -2.245561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188861 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22455610.000000 Penalty: 6026.420410
	Iteration 25F: 3 clusters Score -2.245561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2246002.250000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2246002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2232310.250000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2232310 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2236998.750000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2236999 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2237381.750000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2237382 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2237644.250000 Penalty: 4893.918945
	Iteration 3Q: 3 clusters Score -2237644 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2237867.000000 Penalty: 4893.918945
	Iteration 4Q: 3 clusters Score -2237867 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2238092.500000 Penalty: 4893.918945
	Iteration 5Q: 3 clusters Score -2238092 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2238355.000000 Penalty: 4893.918945
	Iteration 6Q: 3 clusters Score -2238355 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2238664.000000 Penalty: 4893.918945
	Iteration 7Q: 3 clusters Score -2238664 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2239065.000000 Penalty: 4893.918945
	Iteration 8Q: 3 clusters Score -2239065 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2239629.500000 Penalty: 4893.918945
	Iteration 9Q: 3 clusters Score -2239630 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2240418.250000 Penalty: 4893.918945
	Iteration 10F: 3 clusters Score -2240418 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2241353.250000 Penalty: 4893.918945
	Iteration 11F: 3 clusters Score -2241353 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2242301.750000 Penalty: 4893.918945
	Iteration 12F: 3 clusters Score -2242302 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2243211.500000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2243212 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2243888.500000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2243888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2244302.250000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2244302 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2244510.000000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2244510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2244616.250000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2244616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2244675.250000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2244675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2244713.000000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2244713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2244747.000000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2244747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2244773.500000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2244774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2244794.000000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2244794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2244807.500000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2244808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2244811.250000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2244811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2244819.250000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2244819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2244822.750000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2244823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2244827.000000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2244827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2244827.500000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2244828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2244828.750000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2244829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2244829.250000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2244829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2244828.250000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2244828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2244829.000000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -2244829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2244831.000000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -2244831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2244828.500000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -2244828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2244833.250000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -2244833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2244830.750000 Penalty: 4893.918945
	Iteration 36Q: 3 clusters Score -2244831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2244832.500000 Penalty: 4893.918945
	Iteration 37Q: 3 clusters Score -2244832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2244832.500000 Penalty: 4893.918945
	Iteration 38F: 3 clusters Score -2244832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Entering Unmasked Estep 
Score: -385992.125000 Penalty: 2016.619629
	Iteration 0F: 2 clusters Score -385992.1 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 1753 members 
Entering Unmasked Estep 
Score: -382472.875000 Penalty: 4033.239258
	Iteration 0F: 3 clusters Score -382472.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -383342.718750 Penalty: 4033.239258
	Iteration 1F: 3 clusters Score -383342.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -383619.406250 Penalty: 4033.239258
	Iteration 2F: 3 clusters Score -383619.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -383803.093750 Penalty: 4033.239258
	Iteration 3F: 3 clusters Score -383803.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -384073.875000 Penalty: 4033.239258
	Iteration 4F: 3 clusters Score -384073.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -384619.468750 Penalty: 4033.239258
	Iteration 5F: 3 clusters Score -384619.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -385188.000000 Penalty: 4033.239258
	Iteration 6F: 3 clusters Score -385188 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -385625.906250 Penalty: 4033.239258
	Iteration 7F: 3 clusters Score -385625.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -385977.875000 Penalty: 4033.239258
	Iteration 8F: 3 clusters Score -385977.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -386204.218750 Penalty: 4033.239258
	Iteration 9Q: 3 clusters Score -386204.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -386323.000000 Penalty: 4033.239258
	Iteration 10Q: 3 clusters Score -386323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -386394.500000 Penalty: 4033.239258
	Iteration 11Q: 3 clusters Score -386394.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -386432.500000 Penalty: 4033.239258
	Iteration 12Q: 3 clusters Score -386432.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -386455.468750 Penalty: 4033.239258
	Iteration 13Q: 3 clusters Score -386455.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -386468.875000 Penalty: 4033.239258
	Iteration 14Q: 3 clusters Score -386468.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -386475.218750 Penalty: 4033.239258
	Iteration 15Q: 3 clusters Score -386475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -386478.437500 Penalty: 4033.239258
	Iteration 16Q: 3 clusters Score -386478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -386480.531250 Penalty: 4033.239258
	Iteration 17Q: 3 clusters Score -386480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -386480.750000 Penalty: 4033.239258
	Iteration 18Q: 3 clusters Score -386480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -386481.562500 Penalty: 4033.239258
	Iteration 19Q: 3 clusters Score -386481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -386481.312500 Penalty: 4033.239258
	Iteration 20F: 3 clusters Score -386481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386482.593750 Penalty: 4033.239258
	Iteration 21Q: 3 clusters Score -386482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -386484.531250 Penalty: 4033.239258
	Iteration 22Q: 3 clusters Score -386484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -386485.656250 Penalty: 4033.239258
	Iteration 23Q: 3 clusters Score -386485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -386485.656250 Penalty: 4033.239258
	Iteration 24Q: 3 clusters Score -386485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -386485.656250 Penalty: 4033.239258
	Iteration 25F: 3 clusters Score -386485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 77086 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 189102 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 95619 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 11 contains 71040 members 
Mstep: Class 14 contains 184521 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 91138 members 
Mstep: Class 20 contains 34559 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 123901 members 
Entering Unmasked Estep 
Score: -118058168.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118058872.000000 to -118058168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (95619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Entering Unmasked Estep 
Score: -11350102.000000 Penalty: 2844.095459
	Iteration 0F: 2 clusters Score -1.13501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -11286103.000000 Penalty: 5688.190918
	Iteration 0F: 3 clusters Score -1.12861e+07 nChanged 45226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -11311982.000000 Penalty: 5688.190918
	Iteration 1F: 3 clusters Score -1.131198e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -11312954.000000 Penalty: 5688.190918
	Iteration 2Q: 3 clusters Score -1.131295e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -11314307.000000 Penalty: 5688.190918
	Iteration 3Q: 3 clusters Score -1.131431e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -11316615.000000 Penalty: 5688.190918
	Iteration 4F: 3 clusters Score -1.131662e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -11320529.000000 Penalty: 5688.190918
	Iteration 5F: 3 clusters Score -1.132053e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -11326657.000000 Penalty: 5688.190918
	Iteration 6F: 3 clusters Score -1.132666e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -11333897.000000 Penalty: 5688.190918
	Iteration 7F: 3 clusters Score -1.13339e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -11340449.000000 Penalty: 5688.190918
	Iteration 8F: 3 clusters Score -1.134045e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -11343982.000000 Penalty: 5688.190918
	Iteration 9Q: 3 clusters Score -1.134398e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -11345282.000000 Penalty: 5688.190918
	Iteration 10Q: 3 clusters Score -1.134528e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -11345803.000000 Penalty: 5688.190918
	Iteration 11Q: 3 clusters Score -1.13458e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11346083.000000 Penalty: 5688.190918
	Iteration 12Q: 3 clusters Score -1.134608e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -11346308.000000 Penalty: 5688.190918
	Iteration 13Q: 3 clusters Score -1.134631e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -11346446.000000 Penalty: 5688.190918
	Iteration 14Q: 3 clusters Score -1.134645e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -11346658.000000 Penalty: 5688.190918
	Iteration 15Q: 3 clusters Score -1.134666e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -11346771.000000 Penalty: 5688.190918
	Iteration 16Q: 3 clusters Score -1.134677e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -11346975.000000 Penalty: 5688.190918
	Iteration 17Q: 3 clusters Score -1.134698e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -11347059.000000 Penalty: 5688.190918
	Iteration 18Q: 3 clusters Score -1.134706e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 91815 members 
Entering Unmasked Estep 
Score: -11347194.000000 Penalty: 5688.190918
	Iteration 19Q: 3 clusters Score -1.134719e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -11347308.000000 Penalty: 5688.190918
	Iteration 20F: 3 clusters Score -1.134731e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -11347398.000000 Penalty: 5688.190918
	Iteration 21Q: 3 clusters Score -1.13474e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -11347425.000000 Penalty: 5688.190918
	Iteration 22Q: 3 clusters Score -1.134742e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -11347440.000000 Penalty: 5688.190918
	Iteration 23Q: 3 clusters Score -1.134744e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -11347475.000000 Penalty: 5688.190918
	Iteration 24Q: 3 clusters Score -1.134748e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -11347494.000000 Penalty: 5688.190918
	Iteration 25Q: 3 clusters Score -1.134749e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -11347520.000000 Penalty: 5688.190918
	Iteration 26Q: 3 clusters Score -1.134752e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -11347568.000000 Penalty: 5688.190918
	Iteration 27Q: 3 clusters Score -1.134757e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -11347601.000000 Penalty: 5688.190918
	Iteration 28Q: 3 clusters Score -1.13476e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -11347615.000000 Penalty: 5688.190918
	Iteration 29Q: 3 clusters Score -1.134762e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -11347642.000000 Penalty: 5688.190918
	Iteration 30Q: 3 clusters Score -1.134764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -11347658.000000 Penalty: 5688.190918
	Iteration 31Q: 3 clusters Score -1.134766e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -11347642.000000 Penalty: 5688.190918
	Iteration 32Q: 3 clusters Score -1.134764e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -11347666.000000 Penalty: 5688.190918
	Iteration 33Q: 3 clusters Score -1.134767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -11347668.000000 Penalty: 5688.190918
	Iteration 34Q: 3 clusters Score -1.134767e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 93665 members 
Entering Unmasked Estep 
Score: -11347663.000000 Penalty: 5688.190918
	Iteration 35Q: 3 clusters Score -1.134766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -11347666.000000 Penalty: 5688.190918
	Iteration 36Q: 3 clusters Score -1.134767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -11347692.000000 Penalty: 5688.190918
	Iteration 37Q: 3 clusters Score -1.134769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -11347698.000000 Penalty: 5688.190918
	Iteration 38Q: 3 clusters Score -1.13477e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -11347688.000000 Penalty: 5688.190918
	Iteration 39Q: 3 clusters Score -1.134769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -11347705.000000 Penalty: 5688.190918
	Iteration 40F: 3 clusters Score -1.13477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -11347703.000000 Penalty: 5688.190918
	Iteration 41Q: 3 clusters Score -1.13477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -11347708.000000 Penalty: 5688.190918
	Iteration 42Q: 3 clusters Score -1.134771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -11347729.000000 Penalty: 5688.190918
	Iteration 43Q: 3 clusters Score -1.134773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -11347723.000000 Penalty: 5688.190918
	Iteration 44Q: 3 clusters Score -1.134772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -11347754.000000 Penalty: 5688.190918
	Iteration 45Q: 3 clusters Score -1.134775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -11347773.000000 Penalty: 5688.190918
	Iteration 46Q: 3 clusters Score -1.134777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -11347778.000000 Penalty: 5688.190918
	Iteration 47Q: 3 clusters Score -1.134778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -11347782.000000 Penalty: 5688.190918
	Iteration 48Q: 3 clusters Score -1.134778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -11347788.000000 Penalty: 5688.190918
	Iteration 49Q: 3 clusters Score -1.134779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -11347788.000000 Penalty: 5688.190918
	Iteration 50Q: 3 clusters Score -1.134779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -11347803.000000 Penalty: 5688.190918
	Iteration 51Q: 3 clusters Score -1.13478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 94114 members 
Entering Unmasked Estep 
Score: -11347809.000000 Penalty: 5688.190918
	Iteration 52Q: 3 clusters Score -1.134781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -11347823.000000 Penalty: 5688.190918
	Iteration 53Q: 3 clusters Score -1.134782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -11347818.000000 Penalty: 5688.190918
	Iteration 54Q: 3 clusters Score -1.134782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -11347822.000000 Penalty: 5688.190918
	Iteration 55Q: 3 clusters Score -1.134782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -11347815.000000 Penalty: 5688.190918
	Iteration 56Q: 3 clusters Score -1.134782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 94191 members 
Entering Unmasked Estep 
Score: -11347810.000000 Penalty: 5688.190918
	Iteration 57Q: 3 clusters Score -1.134781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -11347815.000000 Penalty: 5688.190918
	Iteration 58Q: 3 clusters Score -1.134782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -11347814.000000 Penalty: 5688.190918
	Iteration 59Q: 3 clusters Score -1.134781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -11347816.000000 Penalty: 5688.190918
	Iteration 60F: 3 clusters Score -1.134782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -11347814.000000 Penalty: 5688.190918
	Iteration 61Q: 3 clusters Score -1.134781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -11347814.000000 Penalty: 5688.190918
	Iteration 62Q: 3 clusters Score -1.134781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -11347823.000000 Penalty: 5688.190918
	Iteration 63Q: 3 clusters Score -1.134782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -11347825.000000 Penalty: 5688.190918
	Iteration 64Q: 3 clusters Score -1.134782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11347833.000000 Penalty: 5688.190918
	Iteration 65Q: 3 clusters Score -1.134783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -11347826.000000 Penalty: 5688.190918
	Iteration 66Q: 3 clusters Score -1.134783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -11347818.000000 Penalty: 5688.190918
	Iteration 67Q: 3 clusters Score -1.134782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -11347829.000000 Penalty: 5688.190918
	Iteration 68Q: 3 clusters Score -1.134783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -11347816.000000 Penalty: 5688.190918
	Iteration 69Q: 3 clusters Score -1.134782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -11347823.000000 Penalty: 5688.190918
	Iteration 70Q: 3 clusters Score -1.134782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -11347812.000000 Penalty: 5688.190918
	Iteration 71Q: 3 clusters Score -1.134781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -11347812.000000 Penalty: 5688.190918
	Iteration 72F: 3 clusters Score -1.134781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Entering Unmasked Estep 
Score: -8457342.000000 Penalty: 2770.407715
	Iteration 0F: 2 clusters Score -8457342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8409840.000000 Penalty: 5540.815430
	Iteration 0F: 3 clusters Score -8409840 nChanged 33152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -8428666.000000 Penalty: 5540.815430
	Iteration 1F: 3 clusters Score -8428666 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -8429428.000000 Penalty: 5540.815430
	Iteration 2Q: 3 clusters Score -8429428 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -8430295.000000 Penalty: 5540.815430
	Iteration 3Q: 3 clusters Score -8430295 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8431695.000000 Penalty: 5540.815430
	Iteration 4Q: 3 clusters Score -8431695 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -8433828.000000 Penalty: 5540.815430
	Iteration 5F: 3 clusters Score -8433828 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8437044.000000 Penalty: 5540.815430
	Iteration 6F: 3 clusters Score -8437044 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -8441237.000000 Penalty: 5540.815430
	Iteration 7F: 3 clusters Score -8441237 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -8445563.000000 Penalty: 5540.815430
	Iteration 8F: 3 clusters Score -8445563 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -8448614.000000 Penalty: 5540.815430
	Iteration 9Q: 3 clusters Score -8448614 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -8450478.000000 Penalty: 5540.815430
	Iteration 10Q: 3 clusters Score -8450478 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8451583.000000 Penalty: 5540.815430
	Iteration 11Q: 3 clusters Score -8451583 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8452272.000000 Penalty: 5540.815430
	Iteration 12Q: 3 clusters Score -8452272 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -8452817.000000 Penalty: 5540.815430
	Iteration 13Q: 3 clusters Score -8452817 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8453280.000000 Penalty: 5540.815430
	Iteration 14Q: 3 clusters Score -8453280 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8453594.000000 Penalty: 5540.815430
	Iteration 15Q: 3 clusters Score -8453594 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8453874.000000 Penalty: 5540.815430
	Iteration 16Q: 3 clusters Score -8453874 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8454073.000000 Penalty: 5540.815430
	Iteration 17Q: 3 clusters Score -8454073 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8454251.000000 Penalty: 5540.815430
	Iteration 18Q: 3 clusters Score -8454251 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8454411.000000 Penalty: 5540.815430
	Iteration 19Q: 3 clusters Score -8454411 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8454568.000000 Penalty: 5540.815430
	Iteration 20F: 3 clusters Score -8454568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8454681.000000 Penalty: 5540.815430
	Iteration 21Q: 3 clusters Score -8454681 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8454768.000000 Penalty: 5540.815430
	Iteration 22Q: 3 clusters Score -8454768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8454882.000000 Penalty: 5540.815430
	Iteration 23Q: 3 clusters Score -8454882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8454935.000000 Penalty: 5540.815430
	Iteration 24Q: 3 clusters Score -8454935 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8454996.000000 Penalty: 5540.815430
	Iteration 25Q: 3 clusters Score -8454996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8455040.000000 Penalty: 5540.815430
	Iteration 26Q: 3 clusters Score -8455040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8455073.000000 Penalty: 5540.815430
	Iteration 27Q: 3 clusters Score -8455073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8455102.000000 Penalty: 5540.815430
	Iteration 28Q: 3 clusters Score -8455102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8455134.000000 Penalty: 5540.815430
	Iteration 29Q: 3 clusters Score -8455134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8455140.000000 Penalty: 5540.815430
	Iteration 30Q: 3 clusters Score -8455140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8455138.000000 Penalty: 5540.815430
	Iteration 31Q: 3 clusters Score -8455138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8455145.000000 Penalty: 5540.815430
	Iteration 32Q: 3 clusters Score -8455145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8455149.000000 Penalty: 5540.815430
	Iteration 33Q: 3 clusters Score -8455149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8455154.000000 Penalty: 5540.815430
	Iteration 34Q: 3 clusters Score -8455154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8455159.000000 Penalty: 5540.815430
	Iteration 35Q: 3 clusters Score -8455159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8455160.000000 Penalty: 5540.815430
	Iteration 36Q: 3 clusters Score -8455160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8455166.000000 Penalty: 5540.815430
	Iteration 37Q: 3 clusters Score -8455166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8455177.000000 Penalty: 5540.815430
	Iteration 38Q: 3 clusters Score -8455177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8455186.000000 Penalty: 5540.815430
	Iteration 39Q: 3 clusters Score -8455186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8455186.000000 Penalty: 5540.815430
	Iteration 40F: 3 clusters Score -8455186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8455176.000000 Penalty: 5540.815430
	Iteration 41Q: 3 clusters Score -8455176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8455188.000000 Penalty: 5540.815430
	Iteration 42Q: 3 clusters Score -8455188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8455187.000000 Penalty: 5540.815430
	Iteration 43Q: 3 clusters Score -8455187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8455184.000000 Penalty: 5540.815430
	Iteration 44Q: 3 clusters Score -8455184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8455193.000000 Penalty: 5540.815430
	Iteration 45Q: 3 clusters Score -8455193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8455189.000000 Penalty: 5540.815430
	Iteration 46Q: 3 clusters Score -8455189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8455187.000000 Penalty: 5540.815430
	Iteration 47Q: 3 clusters Score -8455187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8455187.000000 Penalty: 5540.815430
	Iteration 48Q: 3 clusters Score -8455187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8455188.000000 Penalty: 5540.815430
	Iteration 49Q: 3 clusters Score -8455188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8455187.000000 Penalty: 5540.815430
	Iteration 50Q: 3 clusters Score -8455187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8455188.000000 Penalty: 5540.815430
	Iteration 51Q: 3 clusters Score -8455188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8455189.000000 Penalty: 5540.815430
	Iteration 52Q: 3 clusters Score -8455189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8455189.000000 Penalty: 5540.815430
	Iteration 53F: 3 clusters Score -8455189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Entering Unmasked Estep 
Score: -21721990.000000 Penalty: 3007.128662
	Iteration 0F: 2 clusters Score -2.172199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -21603006.000000 Penalty: 6014.257324
	Iteration 0F: 3 clusters Score -2.160301e+07 nChanged 88424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -21653812.000000 Penalty: 6014.257324
	Iteration 1F: 3 clusters Score -2.165381e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -21654676.000000 Penalty: 6014.257324
	Iteration 2Q: 3 clusters Score -2.165468e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -21655880.000000 Penalty: 6014.257324
	Iteration 3Q: 3 clusters Score -2.165588e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -21658072.000000 Penalty: 6014.257324
	Iteration 4Q: 3 clusters Score -2.165807e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110918 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -21661580.000000 Penalty: 6014.257324
	Iteration 5Q: 3 clusters Score -2.166158e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -21668486.000000 Penalty: 6014.257324
	Iteration 6F: 3 clusters Score -2.166849e+07 nChanged 14874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -21680192.000000 Penalty: 6014.257324
	Iteration 7F: 3 clusters Score -2.168019e+07 nChanged 16409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -21695516.000000 Penalty: 6014.257324
	Iteration 8F: 3 clusters Score -2.169552e+07 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -21708180.000000 Penalty: 6014.257324
	Iteration 9F: 3 clusters Score -2.170818e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -21715210.000000 Penalty: 6014.257324
	Iteration 10Q: 3 clusters Score -2.171521e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176297 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -21718282.000000 Penalty: 6014.257324
	Iteration 11Q: 3 clusters Score -2.171828e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -21719500.000000 Penalty: 6014.257324
	Iteration 12Q: 3 clusters Score -2.17195e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179621 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -21720070.000000 Penalty: 6014.257324
	Iteration 13Q: 3 clusters Score -2.172007e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180509 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -21720176.000000 Penalty: 6014.257324
	Iteration 14Q: 3 clusters Score -2.172018e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181136 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -21720260.000000 Penalty: 6014.257324
	Iteration 15Q: 3 clusters Score -2.172026e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21720304.000000 Penalty: 6014.257324
	Iteration 16Q: 3 clusters Score -2.17203e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181994 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21720338.000000 Penalty: 6014.257324
	Iteration 17Q: 3 clusters Score -2.172034e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182283 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21720396.000000 Penalty: 6014.257324
	Iteration 18Q: 3 clusters Score -2.17204e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182491 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21720418.000000 Penalty: 6014.257324
	Iteration 19Q: 3 clusters Score -2.172042e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21720412.000000 Penalty: 6014.257324
	Iteration 20F: 3 clusters Score -2.172041e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182731 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -21720394.000000 Penalty: 6014.257324
	Iteration 21Q: 3 clusters Score -2.172039e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182809 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21720418.000000 Penalty: 6014.257324
	Iteration 22Q: 3 clusters Score -2.172042e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182877 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21720450.000000 Penalty: 6014.257324
	Iteration 23Q: 3 clusters Score -2.172045e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21720454.000000 Penalty: 6014.257324
	Iteration 24Q: 3 clusters Score -2.172045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -21720464.000000 Penalty: 6014.257324
	Iteration 25Q: 3 clusters Score -2.172046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -21720452.000000 Penalty: 6014.257324
	Iteration 26Q: 3 clusters Score -2.172045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183027 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -21720456.000000 Penalty: 6014.257324
	Iteration 27Q: 3 clusters Score -2.172046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183047 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21720462.000000 Penalty: 6014.257324
	Iteration 28Q: 3 clusters Score -2.172046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183063 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21720484.000000 Penalty: 6014.257324
	Iteration 29Q: 3 clusters Score -2.172048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21720460.000000 Penalty: 6014.257324
	Iteration 30Q: 3 clusters Score -2.172046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -21720470.000000 Penalty: 6014.257324
	Iteration 31Q: 3 clusters Score -2.172047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -21720468.000000 Penalty: 6014.257324
	Iteration 32Q: 3 clusters Score -2.172047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21720508.000000 Penalty: 6014.257324
	Iteration 33Q: 3 clusters Score -2.172051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183113 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21720504.000000 Penalty: 6014.257324
	Iteration 34Q: 3 clusters Score -2.17205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21720518.000000 Penalty: 6014.257324
	Iteration 35Q: 3 clusters Score -2.172052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183123 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -21720518.000000 Penalty: 6014.257324
	Iteration 36Q: 3 clusters Score -2.172052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183128 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21720530.000000 Penalty: 6014.257324
	Iteration 37Q: 3 clusters Score -2.172053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21720514.000000 Penalty: 6014.257324
	Iteration 38Q: 3 clusters Score -2.172051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183133 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -21720508.000000 Penalty: 6014.257324
	Iteration 39Q: 3 clusters Score -2.172051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21720518.000000 Penalty: 6014.257324
	Iteration 40F: 3 clusters Score -2.172052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Entering Unmasked Estep 
Score: -6679091.500000 Penalty: 2713.645752
	Iteration 0F: 2 clusters Score -6679092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6641277.500000 Penalty: 5427.291504
	Iteration 0F: 3 clusters Score -6641278 nChanged 26074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -6655884.000000 Penalty: 5427.291504
	Iteration 1F: 3 clusters Score -6655884 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6656500.000000 Penalty: 5427.291504
	Iteration 2Q: 3 clusters Score -6656500 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6657108.000000 Penalty: 5427.291504
	Iteration 3Q: 3 clusters Score -6657108 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6657842.500000 Penalty: 5427.291504
	Iteration 4Q: 3 clusters Score -6657842 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -6658880.000000 Penalty: 5427.291504
	Iteration 5Q: 3 clusters Score -6658880 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6660313.500000 Penalty: 5427.291504
	Iteration 6F: 3 clusters Score -6660314 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -6662595.500000 Penalty: 5427.291504
	Iteration 7F: 3 clusters Score -6662596 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6666176.500000 Penalty: 5427.291504
	Iteration 8F: 3 clusters Score -6666176 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6670350.500000 Penalty: 5427.291504
	Iteration 9F: 3 clusters Score -6670350 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -6673833.000000 Penalty: 5427.291504
	Iteration 10F: 3 clusters Score -6673833 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -6675864.000000 Penalty: 5427.291504
	Iteration 11Q: 3 clusters Score -6675864 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -6676730.500000 Penalty: 5427.291504
	Iteration 12Q: 3 clusters Score -6676730 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6677066.000000 Penalty: 5427.291504
	Iteration 13Q: 3 clusters Score -6677066 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -6677203.500000 Penalty: 5427.291504
	Iteration 14Q: 3 clusters Score -6677204 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -6677298.000000 Penalty: 5427.291504
	Iteration 15Q: 3 clusters Score -6677298 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -6677345.000000 Penalty: 5427.291504
	Iteration 16Q: 3 clusters Score -6677345 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6677387.500000 Penalty: 5427.291504
	Iteration 17Q: 3 clusters Score -6677388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -6677405.000000 Penalty: 5427.291504
	Iteration 18Q: 3 clusters Score -6677405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -6677431.500000 Penalty: 5427.291504
	Iteration 19Q: 3 clusters Score -6677432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6677458.500000 Penalty: 5427.291504
	Iteration 20F: 3 clusters Score -6677458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6677467.500000 Penalty: 5427.291504
	Iteration 21Q: 3 clusters Score -6677468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6677465.500000 Penalty: 5427.291504
	Iteration 22Q: 3 clusters Score -6677466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6677464.000000 Penalty: 5427.291504
	Iteration 23Q: 3 clusters Score -6677464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -6677468.500000 Penalty: 5427.291504
	Iteration 24Q: 3 clusters Score -6677468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6677466.500000 Penalty: 5427.291504
	Iteration 25Q: 3 clusters Score -6677466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6677471.000000 Penalty: 5427.291504
	Iteration 26Q: 3 clusters Score -6677471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -6677470.500000 Penalty: 5427.291504
	Iteration 27Q: 3 clusters Score -6677470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -6677477.000000 Penalty: 5427.291504
	Iteration 28Q: 3 clusters Score -6677477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6677471.500000 Penalty: 5427.291504
	Iteration 29Q: 3 clusters Score -6677472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -6677477.500000 Penalty: 5427.291504
	Iteration 30Q: 3 clusters Score -6677478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -6677479.000000 Penalty: 5427.291504
	Iteration 31Q: 3 clusters Score -6677479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -6677474.500000 Penalty: 5427.291504
	Iteration 32Q: 3 clusters Score -6677474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -6677488.000000 Penalty: 5427.291504
	Iteration 33Q: 3 clusters Score -6677488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -6677484.500000 Penalty: 5427.291504
	Iteration 34Q: 3 clusters Score -6677484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6677485.000000 Penalty: 5427.291504
	Iteration 35Q: 3 clusters Score -6677485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -6677478.500000 Penalty: 5427.291504
	Iteration 36Q: 3 clusters Score -6677478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -6677479.000000 Penalty: 5427.291504
	Iteration 37Q: 3 clusters Score -6677479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -6677484.000000 Penalty: 5427.291504
	Iteration 38Q: 3 clusters Score -6677484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6677490.000000 Penalty: 5427.291504
	Iteration 39Q: 3 clusters Score -6677490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6677490.500000 Penalty: 5427.291504
	Iteration 40F: 3 clusters Score -6677490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -6677487.000000 Penalty: 5427.291504
	Iteration 41Q: 3 clusters Score -6677487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -6677487.000000 Penalty: 5427.291504
	Iteration 42F: 3 clusters Score -6677487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -77419.507812 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -77419.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75909.156250 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -75909.16 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76196.359375 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -76196.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76385.195312 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -76385.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76559.773438 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -76559.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76762.585938 Penalty: 3276.227783
	Iteration 4F: 3 clusters Score -76762.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76877.765625 Penalty: 3276.227783
	Iteration 5F: 3 clusters Score -76877.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76935.632812 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -76935.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76977.773438 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -76977.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77007.492188 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -77007.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77047.398438 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -77047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77060.968750 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -77060.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77067.937500 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -77067.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77069.234375 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -77069.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77069.234375 Penalty: 3276.227783
	Iteration 13F: 3 clusters Score -77069.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -760675.687500 Penalty: 2175.722656
	Iteration 0F: 2 clusters Score -760675.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -755257.812500 Penalty: 4351.445312
	Iteration 0F: 3 clusters Score -755257.8 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -756697.000000 Penalty: 4351.445312
	Iteration 1F: 3 clusters Score -756697 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -756959.750000 Penalty: 4351.445312
	Iteration 2F: 3 clusters Score -756959.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -757127.312500 Penalty: 4351.445312
	Iteration 3F: 3 clusters Score -757127.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -757250.500000 Penalty: 4351.445312
	Iteration 4Q: 3 clusters Score -757250.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -757346.937500 Penalty: 4351.445312
	Iteration 5Q: 3 clusters Score -757346.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -757410.000000 Penalty: 4351.445312
	Iteration 6Q: 3 clusters Score -757410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -757465.687500 Penalty: 4351.445312
	Iteration 7Q: 3 clusters Score -757465.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -757514.437500 Penalty: 4351.445312
	Iteration 8Q: 3 clusters Score -757514.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -757568.937500 Penalty: 4351.445312
	Iteration 9Q: 3 clusters Score -757568.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -757637.562500 Penalty: 4351.445312
	Iteration 10Q: 3 clusters Score -757637.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -757698.812500 Penalty: 4351.445312
	Iteration 11Q: 3 clusters Score -757698.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -757748.125000 Penalty: 4351.445312
	Iteration 12Q: 3 clusters Score -757748.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -757796.187500 Penalty: 4351.445312
	Iteration 13Q: 3 clusters Score -757796.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -757832.437500 Penalty: 4351.445312
	Iteration 14Q: 3 clusters Score -757832.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -757861.062500 Penalty: 4351.445312
	Iteration 15Q: 3 clusters Score -757861.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -757891.812500 Penalty: 4351.445312
	Iteration 16Q: 3 clusters Score -757891.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -757920.500000 Penalty: 4351.445312
	Iteration 17Q: 3 clusters Score -757920.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -757946.562500 Penalty: 4351.445312
	Iteration 18Q: 3 clusters Score -757946.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -757965.750000 Penalty: 4351.445312
	Iteration 19Q: 3 clusters Score -757965.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -757986.312500 Penalty: 4351.445312
	Iteration 20F: 3 clusters Score -757986.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -758009.062500 Penalty: 4351.445312
	Iteration 21Q: 3 clusters Score -758009.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -758033.812500 Penalty: 4351.445312
	Iteration 22Q: 3 clusters Score -758033.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -758049.687500 Penalty: 4351.445312
	Iteration 23Q: 3 clusters Score -758049.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -758060.312500 Penalty: 4351.445312
	Iteration 24Q: 3 clusters Score -758060.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -758076.000000 Penalty: 4351.445312
	Iteration 25Q: 3 clusters Score -758076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -758093.625000 Penalty: 4351.445312
	Iteration 26Q: 3 clusters Score -758093.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -758113.687500 Penalty: 4351.445312
	Iteration 27Q: 3 clusters Score -758113.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -758151.437500 Penalty: 4351.445312
	Iteration 28Q: 3 clusters Score -758151.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -758185.562500 Penalty: 4351.445312
	Iteration 29Q: 3 clusters Score -758185.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -758215.562500 Penalty: 4351.445312
	Iteration 30Q: 3 clusters Score -758215.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -758249.312500 Penalty: 4351.445312
	Iteration 31Q: 3 clusters Score -758249.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -758272.437500 Penalty: 4351.445312
	Iteration 32Q: 3 clusters Score -758272.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -758303.562500 Penalty: 4351.445312
	Iteration 33Q: 3 clusters Score -758303.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -758340.625000 Penalty: 4351.445312
	Iteration 34Q: 3 clusters Score -758340.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -758383.000000 Penalty: 4351.445312
	Iteration 35Q: 3 clusters Score -758383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -758418.375000 Penalty: 4351.445312
	Iteration 36Q: 3 clusters Score -758418.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -758449.437500 Penalty: 4351.445312
	Iteration 37Q: 3 clusters Score -758449.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -758494.750000 Penalty: 4351.445312
	Iteration 38Q: 3 clusters Score -758494.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -758542.125000 Penalty: 4351.445312
	Iteration 39Q: 3 clusters Score -758542.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -758597.125000 Penalty: 4351.445312
	Iteration 40F: 3 clusters Score -758597.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -758657.250000 Penalty: 4351.445312
	Iteration 41Q: 3 clusters Score -758657.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -758706.125000 Penalty: 4351.445312
	Iteration 42Q: 3 clusters Score -758706.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -758736.125000 Penalty: 4351.445312
	Iteration 43Q: 3 clusters Score -758736.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -758763.187500 Penalty: 4351.445312
	Iteration 44Q: 3 clusters Score -758763.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -758789.437500 Penalty: 4351.445312
	Iteration 45Q: 3 clusters Score -758789.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -758821.937500 Penalty: 4351.445312
	Iteration 46Q: 3 clusters Score -758821.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -758850.125000 Penalty: 4351.445312
	Iteration 47Q: 3 clusters Score -758850.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -758870.187500 Penalty: 4351.445312
	Iteration 48Q: 3 clusters Score -758870.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -758883.375000 Penalty: 4351.445312
	Iteration 49Q: 3 clusters Score -758883.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -758896.000000 Penalty: 4351.445312
	Iteration 50Q: 3 clusters Score -758896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -758906.625000 Penalty: 4351.445312
	Iteration 51Q: 3 clusters Score -758906.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -758920.562500 Penalty: 4351.445312
	Iteration 52Q: 3 clusters Score -758920.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -758936.312500 Penalty: 4351.445312
	Iteration 53Q: 3 clusters Score -758936.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -758953.812500 Penalty: 4351.445312
	Iteration 54Q: 3 clusters Score -758953.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -758966.437500 Penalty: 4351.445312
	Iteration 55Q: 3 clusters Score -758966.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -758984.687500 Penalty: 4351.445312
	Iteration 56Q: 3 clusters Score -758984.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -759000.625000 Penalty: 4351.445312
	Iteration 57Q: 3 clusters Score -759000.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -759015.375000 Penalty: 4351.445312
	Iteration 58Q: 3 clusters Score -759015.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -759021.437500 Penalty: 4351.445312
	Iteration 59Q: 3 clusters Score -759021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -759031.187500 Penalty: 4351.445312
	Iteration 60F: 3 clusters Score -759031.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -759038.250000 Penalty: 4351.445312
	Iteration 61Q: 3 clusters Score -759038.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -759046.937500 Penalty: 4351.445312
	Iteration 62Q: 3 clusters Score -759046.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -759052.687500 Penalty: 4351.445312
	Iteration 63Q: 3 clusters Score -759052.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -759061.687500 Penalty: 4351.445312
	Iteration 64Q: 3 clusters Score -759061.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -759069.937500 Penalty: 4351.445312
	Iteration 65Q: 3 clusters Score -759069.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -759077.437500 Penalty: 4351.445312
	Iteration 66Q: 3 clusters Score -759077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -759085.312500 Penalty: 4351.445312
	Iteration 67Q: 3 clusters Score -759085.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -759094.875000 Penalty: 4351.445312
	Iteration 68Q: 3 clusters Score -759094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -759101.375000 Penalty: 4351.445312
	Iteration 69Q: 3 clusters Score -759101.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -759104.187500 Penalty: 4351.445312
	Iteration 70Q: 3 clusters Score -759104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -759107.625000 Penalty: 4351.445312
	Iteration 71Q: 3 clusters Score -759107.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -759113.750000 Penalty: 4351.445312
	Iteration 72Q: 3 clusters Score -759113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -759120.875000 Penalty: 4351.445312
	Iteration 73Q: 3 clusters Score -759120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -759125.562500 Penalty: 4351.445312
	Iteration 74Q: 3 clusters Score -759125.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -759131.937500 Penalty: 4351.445312
	Iteration 75Q: 3 clusters Score -759131.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -759139.000000 Penalty: 4351.445312
	Iteration 76Q: 3 clusters Score -759139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -759143.812500 Penalty: 4351.445312
	Iteration 77Q: 3 clusters Score -759143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -759148.812500 Penalty: 4351.445312
	Iteration 78Q: 3 clusters Score -759148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -759150.375000 Penalty: 4351.445312
	Iteration 79Q: 3 clusters Score -759150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -759154.562500 Penalty: 4351.445312
	Iteration 80F: 3 clusters Score -759154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -759158.062500 Penalty: 4351.445312
	Iteration 81Q: 3 clusters Score -759158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -759158.625000 Penalty: 4351.445312
	Iteration 82Q: 3 clusters Score -759158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -759162.562500 Penalty: 4351.445312
	Iteration 83Q: 3 clusters Score -759162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -759167.062500 Penalty: 4351.445312
	Iteration 84Q: 3 clusters Score -759167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -759167.625000 Penalty: 4351.445312
	Iteration 85Q: 3 clusters Score -759167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -759174.187500 Penalty: 4351.445312
	Iteration 86Q: 3 clusters Score -759174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -759178.250000 Penalty: 4351.445312
	Iteration 87Q: 3 clusters Score -759178.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -759188.562500 Penalty: 4351.445312
	Iteration 88Q: 3 clusters Score -759188.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -759197.125000 Penalty: 4351.445312
	Iteration 89Q: 3 clusters Score -759197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -759205.500000 Penalty: 4351.445312
	Iteration 90Q: 3 clusters Score -759205.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -759217.562500 Penalty: 4351.445312
	Iteration 91Q: 3 clusters Score -759217.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -759226.687500 Penalty: 4351.445312
	Iteration 92Q: 3 clusters Score -759226.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -759235.750000 Penalty: 4351.445312
	Iteration 93Q: 3 clusters Score -759235.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -759241.500000 Penalty: 4351.445312
	Iteration 94Q: 3 clusters Score -759241.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -759248.750000 Penalty: 4351.445312
	Iteration 95Q: 3 clusters Score -759248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -759258.500000 Penalty: 4351.445312
	Iteration 96Q: 3 clusters Score -759258.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -759266.937500 Penalty: 4351.445312
	Iteration 97Q: 3 clusters Score -759266.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -759271.062500 Penalty: 4351.445312
	Iteration 98Q: 3 clusters Score -759271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -759275.812500 Penalty: 4351.445312
	Iteration 99Q: 3 clusters Score -759275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -759280.562500 Penalty: 4351.445312
	Iteration 100F: 3 clusters Score -759280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -759284.437500 Penalty: 4351.445312
	Iteration 101Q: 3 clusters Score -759284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -759286.875000 Penalty: 4351.445312
	Iteration 102Q: 3 clusters Score -759286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -759291.312500 Penalty: 4351.445312
	Iteration 103Q: 3 clusters Score -759291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -759292.187500 Penalty: 4351.445312
	Iteration 104Q: 3 clusters Score -759292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -759295.250000 Penalty: 4351.445312
	Iteration 105Q: 3 clusters Score -759295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -759295.812500 Penalty: 4351.445312
	Iteration 106Q: 3 clusters Score -759295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -759298.375000 Penalty: 4351.445312
	Iteration 107Q: 3 clusters Score -759298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -759299.250000 Penalty: 4351.445312
	Iteration 108Q: 3 clusters Score -759299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -759299.125000 Penalty: 4351.445312
	Iteration 109Q: 3 clusters Score -759299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -759299.375000 Penalty: 4351.445312
	Iteration 110Q: 3 clusters Score -759299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -759298.250000 Penalty: 4351.445312
	Iteration 111Q: 3 clusters Score -759298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -759298.875000 Penalty: 4351.445312
	Iteration 112Q: 3 clusters Score -759298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -759300.062500 Penalty: 4351.445312
	Iteration 113Q: 3 clusters Score -759300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -759300.250000 Penalty: 4351.445312
	Iteration 114Q: 3 clusters Score -759300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -759302.750000 Penalty: 4351.445312
	Iteration 115Q: 3 clusters Score -759302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -759303.375000 Penalty: 4351.445312
	Iteration 116Q: 3 clusters Score -759303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -759304.437500 Penalty: 4351.445312
	Iteration 117Q: 3 clusters Score -759304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -759304.562500 Penalty: 4351.445312
	Iteration 118Q: 3 clusters Score -759304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -759304.062500 Penalty: 4351.445312
	Iteration 119Q: 3 clusters Score -759304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -759304.062500 Penalty: 4351.445312
	Iteration 120F: 3 clusters Score -759304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (91138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Entering Unmasked Estep 
Score: -10829896.000000 Penalty: 2832.192139
	Iteration 0F: 2 clusters Score -1.08299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -10768973.000000 Penalty: 5664.384277
	Iteration 0F: 3 clusters Score -1.076897e+07 nChanged 42917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -10793031.000000 Penalty: 5664.384277
	Iteration 1F: 3 clusters Score -1.079303e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -10793621.000000 Penalty: 5664.384277
	Iteration 2Q: 3 clusters Score -1.079362e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -10794228.000000 Penalty: 5664.384277
	Iteration 3Q: 3 clusters Score -1.079423e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -10795196.000000 Penalty: 5664.384277
	Iteration 4Q: 3 clusters Score -1.07952e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -10796610.000000 Penalty: 5664.384277
	Iteration 5Q: 3 clusters Score -1.079661e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -10798858.000000 Penalty: 5664.384277
	Iteration 6F: 3 clusters Score -1.079886e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -10802865.000000 Penalty: 5664.384277
	Iteration 7F: 3 clusters Score -1.080286e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -10808649.000000 Penalty: 5664.384277
	Iteration 8F: 3 clusters Score -1.080865e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -10816105.000000 Penalty: 5664.384277
	Iteration 9F: 3 clusters Score -1.08161e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -10822350.000000 Penalty: 5664.384277
	Iteration 10F: 3 clusters Score -1.082235e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -10825652.000000 Penalty: 5664.384277
	Iteration 11Q: 3 clusters Score -1.082565e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -10826800.000000 Penalty: 5664.384277
	Iteration 12Q: 3 clusters Score -1.08268e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -10827125.000000 Penalty: 5664.384277
	Iteration 13Q: 3 clusters Score -1.082712e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -10827221.000000 Penalty: 5664.384277
	Iteration 14Q: 3 clusters Score -1.082722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -10827277.000000 Penalty: 5664.384277
	Iteration 15Q: 3 clusters Score -1.082728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -10827324.000000 Penalty: 5664.384277
	Iteration 16Q: 3 clusters Score -1.082732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -10827335.000000 Penalty: 5664.384277
	Iteration 17Q: 3 clusters Score -1.082734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -10827345.000000 Penalty: 5664.384277
	Iteration 18Q: 3 clusters Score -1.082734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -10827360.000000 Penalty: 5664.384277
	Iteration 19Q: 3 clusters Score -1.082736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -10827369.000000 Penalty: 5664.384277
	Iteration 20F: 3 clusters Score -1.082737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -10827379.000000 Penalty: 5664.384277
	Iteration 21Q: 3 clusters Score -1.082738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -10827387.000000 Penalty: 5664.384277
	Iteration 22Q: 3 clusters Score -1.082739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -10827388.000000 Penalty: 5664.384277
	Iteration 23Q: 3 clusters Score -1.082739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -10827390.000000 Penalty: 5664.384277
	Iteration 24Q: 3 clusters Score -1.082739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -10827390.000000 Penalty: 5664.384277
	Iteration 25F: 3 clusters Score -1.082739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Entering Unmasked Estep 
Score: -3925047.000000 Penalty: 2591.705078
	Iteration 0F: 2 clusters Score -3925047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3901421.250000 Penalty: 5183.410156
	Iteration 0F: 3 clusters Score -3901421 nChanged 15732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3910036.750000 Penalty: 5183.410156
	Iteration 1F: 3 clusters Score -3910037 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3910618.500000 Penalty: 5183.410156
	Iteration 2Q: 3 clusters Score -3910618 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3911347.250000 Penalty: 5183.410156
	Iteration 3Q: 3 clusters Score -3911347 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3912376.000000 Penalty: 5183.410156
	Iteration 4F: 3 clusters Score -3912376 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3913872.000000 Penalty: 5183.410156
	Iteration 5F: 3 clusters Score -3913872 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3915846.000000 Penalty: 5183.410156
	Iteration 6F: 3 clusters Score -3915846 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3918274.000000 Penalty: 5183.410156
	Iteration 7F: 3 clusters Score -3918274 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3920627.250000 Penalty: 5183.410156
	Iteration 8F: 3 clusters Score -3920627 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3922348.250000 Penalty: 5183.410156
	Iteration 9Q: 3 clusters Score -3922348 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3923202.750000 Penalty: 5183.410156
	Iteration 10Q: 3 clusters Score -3923203 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3923550.000000 Penalty: 5183.410156
	Iteration 11Q: 3 clusters Score -3923550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3923707.750000 Penalty: 5183.410156
	Iteration 12Q: 3 clusters Score -3923708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3923774.750000 Penalty: 5183.410156
	Iteration 13Q: 3 clusters Score -3923775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3923820.750000 Penalty: 5183.410156
	Iteration 14Q: 3 clusters Score -3923821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3923835.000000 Penalty: 5183.410156
	Iteration 15Q: 3 clusters Score -3923835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3923844.500000 Penalty: 5183.410156
	Iteration 16Q: 3 clusters Score -3923844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3923849.500000 Penalty: 5183.410156
	Iteration 17Q: 3 clusters Score -3923850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3923856.250000 Penalty: 5183.410156
	Iteration 18Q: 3 clusters Score -3923856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3923863.250000 Penalty: 5183.410156
	Iteration 19Q: 3 clusters Score -3923863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3923865.000000 Penalty: 5183.410156
	Iteration 20F: 3 clusters Score -3923865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3923871.750000 Penalty: 5183.410156
	Iteration 21Q: 3 clusters Score -3923872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3923870.250000 Penalty: 5183.410156
	Iteration 22Q: 3 clusters Score -3923870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3923870.250000 Penalty: 5183.410156
	Iteration 23F: 3 clusters Score -3923870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -93425.367188 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -93425.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91631.164062 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -91631.16 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91900.148438 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -91900.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91989.281250 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -91989.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92037.070312 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -92037.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92059.468750 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -92059.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92069.375000 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -92069.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92075.562500 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -92075.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92079.437500 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -92079.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92083.226562 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -92083.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92085.664062 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -92085.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -92086.570312 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -92086.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92087.140625 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -92087.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92087.140625 Penalty: 3365.651611
	Iteration 12F: 3 clusters Score -92087.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Entering Unmasked Estep 
Score: -14543801.000000 Penalty: 2908.354980
	Iteration 0F: 2 clusters Score -1.45438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -14460867.000000 Penalty: 5816.709961
	Iteration 0F: 3 clusters Score -1.446087e+07 nChanged 58872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -14494800.000000 Penalty: 5816.709961
	Iteration 1F: 3 clusters Score -1.44948e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -14495423.000000 Penalty: 5816.709961
	Iteration 2Q: 3 clusters Score -1.449542e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -14496082.000000 Penalty: 5816.709961
	Iteration 3Q: 3 clusters Score -1.449608e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -14496690.000000 Penalty: 5816.709961
	Iteration 4Q: 3 clusters Score -1.449669e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -14497392.000000 Penalty: 5816.709961
	Iteration 5Q: 3 clusters Score -1.449739e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -14498104.000000 Penalty: 5816.709961
	Iteration 6Q: 3 clusters Score -1.44981e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -14498790.000000 Penalty: 5816.709961
	Iteration 7Q: 3 clusters Score -1.449879e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -14499673.000000 Penalty: 5816.709961
	Iteration 8Q: 3 clusters Score -1.449967e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -14500548.000000 Penalty: 5816.709961
	Iteration 9Q: 3 clusters Score -1.450055e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -14501627.000000 Penalty: 5816.709961
	Iteration 10Q: 3 clusters Score -1.450163e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -14503094.000000 Penalty: 5816.709961
	Iteration 11Q: 3 clusters Score -1.450309e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -14505186.000000 Penalty: 5816.709961
	Iteration 12Q: 3 clusters Score -1.450519e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -14508359.000000 Penalty: 5816.709961
	Iteration 13Q: 3 clusters Score -1.450836e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -14512391.000000 Penalty: 5816.709961
	Iteration 14Q: 3 clusters Score -1.451239e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -14516158.000000 Penalty: 5816.709961
	Iteration 15F: 3 clusters Score -1.451616e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -14518439.000000 Penalty: 5816.709961
	Iteration 16Q: 3 clusters Score -1.451844e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -14519317.000000 Penalty: 5816.709961
	Iteration 17Q: 3 clusters Score -1.451932e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -14519712.000000 Penalty: 5816.709961
	Iteration 18Q: 3 clusters Score -1.451971e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -14520095.000000 Penalty: 5816.709961
	Iteration 19Q: 3 clusters Score -1.45201e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -14520498.000000 Penalty: 5816.709961
	Iteration 20F: 3 clusters Score -1.45205e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -14520910.000000 Penalty: 5816.709961
	Iteration 21Q: 3 clusters Score -1.452091e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -14521468.000000 Penalty: 5816.709961
	Iteration 22Q: 3 clusters Score -1.452147e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -14521910.000000 Penalty: 5816.709961
	Iteration 23Q: 3 clusters Score -1.452191e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -14522460.000000 Penalty: 5816.709961
	Iteration 24Q: 3 clusters Score -1.452246e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -14523341.000000 Penalty: 5816.709961
	Iteration 25Q: 3 clusters Score -1.452334e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -14524265.000000 Penalty: 5816.709961
	Iteration 26Q: 3 clusters Score -1.452426e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -14525368.000000 Penalty: 5816.709961
	Iteration 27Q: 3 clusters Score -1.452537e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -14526526.000000 Penalty: 5816.709961
	Iteration 28Q: 3 clusters Score -1.452653e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -14527800.000000 Penalty: 5816.709961
	Iteration 29Q: 3 clusters Score -1.45278e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -14529011.000000 Penalty: 5816.709961
	Iteration 30Q: 3 clusters Score -1.452901e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -14530429.000000 Penalty: 5816.709961
	Iteration 31Q: 3 clusters Score -1.453043e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -14532041.000000 Penalty: 5816.709961
	Iteration 32Q: 3 clusters Score -1.453204e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -14533534.000000 Penalty: 5816.709961
	Iteration 33Q: 3 clusters Score -1.453353e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -14534992.000000 Penalty: 5816.709961
	Iteration 34Q: 3 clusters Score -1.453499e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -14536382.000000 Penalty: 5816.709961
	Iteration 35Q: 3 clusters Score -1.453638e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118166 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -14537518.000000 Penalty: 5816.709961
	Iteration 36Q: 3 clusters Score -1.453752e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -14538333.000000 Penalty: 5816.709961
	Iteration 37Q: 3 clusters Score -1.453833e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -14539048.000000 Penalty: 5816.709961
	Iteration 38Q: 3 clusters Score -1.453905e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -14539585.000000 Penalty: 5816.709961
	Iteration 39Q: 3 clusters Score -1.453958e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14540139.000000 Penalty: 5816.709961
	Iteration 40F: 3 clusters Score -1.454014e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -14540538.000000 Penalty: 5816.709961
	Iteration 41Q: 3 clusters Score -1.454054e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14540830.000000 Penalty: 5816.709961
	Iteration 42Q: 3 clusters Score -1.454083e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123150 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -14540981.000000 Penalty: 5816.709961
	Iteration 43Q: 3 clusters Score -1.454098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14541077.000000 Penalty: 5816.709961
	Iteration 44Q: 3 clusters Score -1.454108e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14541136.000000 Penalty: 5816.709961
	Iteration 45Q: 3 clusters Score -1.454114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14541171.000000 Penalty: 5816.709961
	Iteration 46Q: 3 clusters Score -1.454117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14541183.000000 Penalty: 5816.709961
	Iteration 47Q: 3 clusters Score -1.454118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14541219.000000 Penalty: 5816.709961
	Iteration 48Q: 3 clusters Score -1.454122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123507 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14541211.000000 Penalty: 5816.709961
	Iteration 49Q: 3 clusters Score -1.454121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123525 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14541229.000000 Penalty: 5816.709961
	Iteration 50Q: 3 clusters Score -1.454123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14541254.000000 Penalty: 5816.709961
	Iteration 51Q: 3 clusters Score -1.454125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14541273.000000 Penalty: 5816.709961
	Iteration 52Q: 3 clusters Score -1.454127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14541276.000000 Penalty: 5816.709961
	Iteration 53Q: 3 clusters Score -1.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14541278.000000 Penalty: 5816.709961
	Iteration 54Q: 3 clusters Score -1.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14541274.000000 Penalty: 5816.709961
	Iteration 55Q: 3 clusters Score -1.454127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14541280.000000 Penalty: 5816.709961
	Iteration 56Q: 3 clusters Score -1.454128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14541296.000000 Penalty: 5816.709961
	Iteration 57Q: 3 clusters Score -1.45413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123577 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14541299.000000 Penalty: 5816.709961
	Iteration 58Q: 3 clusters Score -1.45413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14541303.000000 Penalty: 5816.709961
	Iteration 59Q: 3 clusters Score -1.45413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123580 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14541306.000000 Penalty: 5816.709961
	Iteration 60F: 3 clusters Score -1.454131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14541309.000000 Penalty: 5816.709961
	Iteration 61Q: 3 clusters Score -1.454131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14541309.000000 Penalty: 5816.709961
	Iteration 62F: 3 clusters Score -1.454131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 77086 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 189102 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95619 members 
Mstep: Class 11 contains 71040 members 
Mstep: Class 14 contains 184521 members 
Mstep: Class 15 contains 56507 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 91138 members 
Mstep: Class 20 contains 34559 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 123901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059112.000000 Penalty: 58326.246094
Iteration 119Q: 18 clusters Score -1.180591e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 76941 members 
Mstep: Class 3 contains 8685 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 189049 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95505 members 
Mstep: Class 11 contains 71014 members 
Mstep: Class 14 contains 184294 members 
Mstep: Class 15 contains 56510 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 90842 members 
Mstep: Class 20 contains 34686 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 124598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059240.000000 Penalty: 58326.246094
Iteration 120F: 18 clusters Score -1.180592e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 76806 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 188998 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95403 members 
Mstep: Class 11 contains 70981 members 
Mstep: Class 14 contains 184045 members 
Mstep: Class 15 contains 56526 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 90550 members 
Mstep: Class 20 contains 34809 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 125302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059376.000000 Penalty: 58326.246094
Iteration 121Q: 18 clusters Score -1.180594e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 76669 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 188974 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95283 members 
Mstep: Class 11 contains 70938 members 
Mstep: Class 14 contains 183788 members 
Mstep: Class 15 contains 56534 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 90252 members 
Mstep: Class 20 contains 34951 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 126032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059264.000000 Penalty: 58326.246094
Iteration 122Q: 18 clusters Score -1.180593e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 76551 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 188930 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95163 members 
Mstep: Class 11 contains 70885 members 
Mstep: Class 14 contains 183559 members 
Mstep: Class 15 contains 56546 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 89977 members 
Mstep: Class 20 contains 35083 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 126732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059240.000000 Penalty: 58326.246094
Iteration 123Q: 18 clusters Score -1.180592e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 76421 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 188855 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 95059 members 
Mstep: Class 11 contains 70845 members 
Mstep: Class 14 contains 183318 members 
Mstep: Class 15 contains 56557 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 89724 members 
Mstep: Class 20 contains 35215 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 127436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059544.000000 Penalty: 58326.246094
Iteration 124Q: 18 clusters Score -1.180595e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 76300 members 
Mstep: Class 3 contains 8689 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 188762 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94947 members 
Mstep: Class 11 contains 70792 members 
Mstep: Class 14 contains 183020 members 
Mstep: Class 15 contains 56580 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 89483 members 
Mstep: Class 20 contains 35343 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 128224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059320.000000 Penalty: 58326.246094
Iteration 125Q: 18 clusters Score -1.180593e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 76197 members 
Mstep: Class 3 contains 8690 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 188687 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94847 members 
Mstep: Class 11 contains 70727 members 
Mstep: Class 14 contains 182672 members 
Mstep: Class 15 contains 56589 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 89270 members 
Mstep: Class 20 contains 35484 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 129017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059416.000000 Penalty: 58326.246094
Iteration 126Q: 18 clusters Score -1.180594e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 76103 members 
Mstep: Class 3 contains 8694 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 188603 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94732 members 
Mstep: Class 11 contains 70650 members 
Mstep: Class 14 contains 182268 members 
Mstep: Class 15 contains 56604 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 89051 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 129858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059344.000000 Penalty: 58326.246094
Iteration 127Q: 18 clusters Score -1.180593e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 75989 members 
Mstep: Class 3 contains 8699 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 188542 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94606 members 
Mstep: Class 11 contains 70598 members 
Mstep: Class 14 contains 181841 members 
Mstep: Class 15 contains 56616 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 88835 members 
Mstep: Class 20 contains 35816 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 130710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059504.000000 Penalty: 58326.246094
Iteration 128Q: 18 clusters Score -1.180595e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 75866 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 188458 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94460 members 
Mstep: Class 11 contains 70548 members 
Mstep: Class 14 contains 181438 members 
Mstep: Class 15 contains 56618 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 88594 members 
Mstep: Class 20 contains 35980 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 131624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059440.000000 Penalty: 58326.246094
Iteration 129Q: 18 clusters Score -1.180594e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 75752 members 
Mstep: Class 3 contains 8707 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 188348 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94346 members 
Mstep: Class 11 contains 70487 members 
Mstep: Class 14 contains 181000 members 
Mstep: Class 15 contains 56629 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 88378 members 
Mstep: Class 20 contains 36158 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 132515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059336.000000 Penalty: 58326.246094
Iteration 130Q: 18 clusters Score -1.180593e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 75613 members 
Mstep: Class 3 contains 8710 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 188215 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 94254 members 
Mstep: Class 11 contains 70412 members 
Mstep: Class 14 contains 180601 members 
Mstep: Class 15 contains 56642 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 88134 members 
Mstep: Class 20 contains 36340 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 133469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059368.000000 Penalty: 58326.246094
Iteration 131Q: 18 clusters Score -1.180594e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 75465 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 188075 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 8 contains 94139 members 
Mstep: Class 11 contains 70350 members 
Mstep: Class 14 contains 180228 members 
Mstep: Class 15 contains 56643 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6441 members 
Mstep: Class 18 contains 87864 members 
Mstep: Class 20 contains 36504 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 134485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059608.000000 Penalty: 58326.246094
Iteration 132Q: 18 clusters Score -1.180596e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 75331 members 
Mstep: Class 3 contains 8717 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 187952 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 94008 members 
Mstep: Class 11 contains 70269 members 
Mstep: Class 14 contains 179818 members 
Mstep: Class 15 contains 56651 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 87612 members 
Mstep: Class 20 contains 36650 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 135577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118059912.000000 Penalty: 58326.246094
Iteration 133Q: 18 clusters Score -1.180599e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 75186 members 
Mstep: Class 3 contains 8721 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 187827 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 93870 members 
Mstep: Class 11 contains 70190 members 
Mstep: Class 14 contains 179426 members 
Mstep: Class 15 contains 56658 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 87326 members 
Mstep: Class 20 contains 36797 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 136688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060112.000000 Penalty: 58326.246094
Iteration 134Q: 18 clusters Score -1.180601e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 75018 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 187689 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 93735 members 
Mstep: Class 11 contains 70107 members 
Mstep: Class 14 contains 179022 members 
Mstep: Class 15 contains 56662 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 87059 members 
Mstep: Class 20 contains 36950 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 137820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060048.000000 Penalty: 58326.246094
Iteration 135Q: 18 clusters Score -1.1806e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 74855 members 
Mstep: Class 3 contains 8732 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 187528 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 93596 members 
Mstep: Class 11 contains 70016 members 
Mstep: Class 14 contains 178585 members 
Mstep: Class 15 contains 56662 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 86793 members 
Mstep: Class 20 contains 37083 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 139008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060176.000000 Penalty: 58326.246094
Iteration 136Q: 18 clusters Score -1.180602e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 74682 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 187356 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 93459 members 
Mstep: Class 11 contains 69890 members 
Mstep: Class 14 contains 178201 members 
Mstep: Class 15 contains 56670 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 86503 members 
Mstep: Class 20 contains 37214 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 140234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060336.000000 Penalty: 58326.246094
Iteration 137Q: 18 clusters Score -1.180603e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 74527 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 93310 members 
Mstep: Class 11 contains 69744 members 
Mstep: Class 14 contains 177797 members 
Mstep: Class 15 contains 56668 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 86195 members 
Mstep: Class 20 contains 37375 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 141493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060472.000000 Penalty: 58326.246094
Iteration 138Q: 18 clusters Score -1.180605e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 74358 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 186982 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 93134 members 
Mstep: Class 11 contains 69590 members 
Mstep: Class 14 contains 177387 members 
Mstep: Class 15 contains 56678 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 85890 members 
Mstep: Class 20 contains 37532 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 142847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060680.000000 Penalty: 58326.246094
Iteration 139Q: 18 clusters Score -1.180607e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 74170 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 186792 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92955 members 
Mstep: Class 11 contains 69462 members 
Mstep: Class 14 contains 176952 members 
Mstep: Class 15 contains 56681 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 85564 members 
Mstep: Class 20 contains 37691 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 144251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060560.000000 Penalty: 58326.246094
Iteration 140F: 18 clusters Score -1.180606e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 73955 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 186614 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92781 members 
Mstep: Class 11 contains 69341 members 
Mstep: Class 14 contains 176499 members 
Mstep: Class 15 contains 56679 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 85247 members 
Mstep: Class 20 contains 37810 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 145715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060376.000000 Penalty: 58326.246094
Iteration 141Q: 18 clusters Score -1.180604e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 73749 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 186438 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92609 members 
Mstep: Class 11 contains 69217 members 
Mstep: Class 14 contains 176017 members 
Mstep: Class 15 contains 56679 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 84923 members 
Mstep: Class 20 contains 37927 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 147210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060720.000000 Penalty: 58326.246094
Iteration 142Q: 18 clusters Score -1.180607e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 73525 members 
Mstep: Class 3 contains 8751 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 186238 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92450 members 
Mstep: Class 11 contains 69073 members 
Mstep: Class 14 contains 175568 members 
Mstep: Class 15 contains 56674 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 84599 members 
Mstep: Class 20 contains 38043 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 148725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060616.000000 Penalty: 58326.246094
Iteration 143Q: 18 clusters Score -1.180606e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 73305 members 
Mstep: Class 3 contains 8752 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 186018 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92298 members 
Mstep: Class 11 contains 68909 members 
Mstep: Class 14 contains 175059 members 
Mstep: Class 15 contains 56673 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6400 members 
Mstep: Class 18 contains 84278 members 
Mstep: Class 20 contains 38156 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 150298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060504.000000 Penalty: 58326.246094
Iteration 144Q: 18 clusters Score -1.180605e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 73087 members 
Mstep: Class 3 contains 8756 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 185773 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 92143 members 
Mstep: Class 11 contains 68754 members 
Mstep: Class 14 contains 174515 members 
Mstep: Class 15 contains 56666 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6400 members 
Mstep: Class 18 contains 83984 members 
Mstep: Class 20 contains 38296 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 151890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118060784.000000 Penalty: 58326.246094
Iteration 145Q: 18 clusters Score -1.180608e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 72865 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 185510 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 91970 members 
Mstep: Class 11 contains 68601 members 
Mstep: Class 14 contains 173928 members 
Mstep: Class 15 contains 56658 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6399 members 
Mstep: Class 18 contains 83679 members 
Mstep: Class 20 contains 38444 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 153579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061000.000000 Penalty: 58326.246094
Iteration 146Q: 18 clusters Score -1.18061e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 72644 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 185284 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 91770 members 
Mstep: Class 11 contains 68430 members 
Mstep: Class 14 contains 173320 members 
Mstep: Class 15 contains 56655 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 83388 members 
Mstep: Class 20 contains 38597 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 155266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061400.000000 Penalty: 58326.246094
Iteration 147Q: 18 clusters Score -1.180614e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 185001 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 8 contains 91519 members 
Mstep: Class 11 contains 68236 members 
Mstep: Class 14 contains 172755 members 
Mstep: Class 15 contains 56655 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 83108 members 
Mstep: Class 20 contains 38737 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 157077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061544.000000 Penalty: 58326.246094
Iteration 148Q: 18 clusters Score -1.180615e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 72132 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 184747 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 91270 members 
Mstep: Class 11 contains 68027 members 
Mstep: Class 14 contains 172114 members 
Mstep: Class 15 contains 56656 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 82797 members 
Mstep: Class 20 contains 38896 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 158971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061488.000000 Penalty: 58326.246094
Iteration 149Q: 18 clusters Score -1.180615e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 184494 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 90990 members 
Mstep: Class 11 contains 67783 members 
Mstep: Class 14 contains 171498 members 
Mstep: Class 15 contains 56666 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 18 contains 82477 members 
Mstep: Class 20 contains 39059 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 160934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061768.000000 Penalty: 58326.246094
Iteration 150Q: 18 clusters Score -1.180618e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 71586 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 184253 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 90716 members 
Mstep: Class 11 contains 67505 members 
Mstep: Class 14 contains 170829 members 
Mstep: Class 15 contains 56674 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 82147 members 
Mstep: Class 20 contains 39192 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 162999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118061824.000000 Penalty: 58326.246094
Iteration 151Q: 18 clusters Score -1.180618e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 71316 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 184024 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 90409 members 
Mstep: Class 11 contains 67216 members 
Mstep: Class 14 contains 170150 members 
Mstep: Class 15 contains 56679 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 81794 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 165095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062544.000000 Penalty: 58326.246094
Iteration 152Q: 18 clusters Score -1.180625e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 71017 members 
Mstep: Class 3 contains 8773 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 183786 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 90103 members 
Mstep: Class 11 contains 66920 members 
Mstep: Class 14 contains 169498 members 
Mstep: Class 15 contains 56678 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 81426 members 
Mstep: Class 20 contains 39505 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 167219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063040.000000 Penalty: 58326.246094
Iteration 153Q: 18 clusters Score -1.18063e+08 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 70697 members 
Mstep: Class 3 contains 8777 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 183529 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 89807 members 
Mstep: Class 11 contains 66609 members 
Mstep: Class 14 contains 168799 members 
Mstep: Class 15 contains 56693 members 
Mstep: Class 16 contains 736 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 81084 members 
Mstep: Class 20 contains 39676 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 169385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063312.000000 Penalty: 58326.246094
Iteration 154Q: 18 clusters Score -1.180633e+08 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 70369 members 
Mstep: Class 3 contains 8782 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 183267 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 89499 members 
Mstep: Class 11 contains 66272 members 
Mstep: Class 14 contains 168078 members 
Mstep: Class 15 contains 56708 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 80726 members 
Mstep: Class 20 contains 39843 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 171642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063328.000000 Penalty: 58326.246094
Iteration 155Q: 18 clusters Score -1.180633e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 70030 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 182993 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 89194 members 
Mstep: Class 11 contains 65940 members 
Mstep: Class 14 contains 167421 members 
Mstep: Class 15 contains 56721 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 80397 members 
Mstep: Class 20 contains 39999 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 173850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063448.000000 Penalty: 58326.246094
Iteration 156Q: 18 clusters Score -1.180634e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 69714 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 182761 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 88900 members 
Mstep: Class 11 contains 65581 members 
Mstep: Class 14 contains 166682 members 
Mstep: Class 15 contains 56743 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 80039 members 
Mstep: Class 20 contains 40178 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 176105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063680.000000 Penalty: 58326.246094
Iteration 157Q: 18 clusters Score -1.180637e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 69357 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 182558 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 88619 members 
Mstep: Class 11 contains 65237 members 
Mstep: Class 14 contains 165948 members 
Mstep: Class 15 contains 56776 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 79675 members 
Mstep: Class 20 contains 40358 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 178369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064448.000000 Penalty: 58326.246094
Iteration 158Q: 18 clusters Score -1.180644e+08 nChanged 4089
Entering ConstructFrom: 
Score: -118064448.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (50007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Entering Unmasked Estep 
Score: -5976741.500000 Penalty: 2683.339844
	Iteration 0F: 2 clusters Score -5976742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5942988.500000 Penalty: 5366.679688
	Iteration 0F: 3 clusters Score -5942988 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5955986.500000 Penalty: 5366.679688
	Iteration 1F: 3 clusters Score -5955986 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5956744.000000 Penalty: 5366.679688
	Iteration 2Q: 3 clusters Score -5956744 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5957674.500000 Penalty: 5366.679688
	Iteration 3Q: 3 clusters Score -5957674 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5959043.000000 Penalty: 5366.679688
	Iteration 4F: 3 clusters Score -5959043 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5960919.000000 Penalty: 5366.679688
	Iteration 5F: 3 clusters Score -5960919 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5963652.000000 Penalty: 5366.679688
	Iteration 6F: 3 clusters Score -5963652 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5966569.500000 Penalty: 5366.679688
	Iteration 7F: 3 clusters Score -5966570 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5969221.000000 Penalty: 5366.679688
	Iteration 8F: 3 clusters Score -5969221 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -5970912.000000 Penalty: 5366.679688
	Iteration 9Q: 3 clusters Score -5970912 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5971689.000000 Penalty: 5366.679688
	Iteration 10Q: 3 clusters Score -5971689 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -5972043.000000 Penalty: 5366.679688
	Iteration 11Q: 3 clusters Score -5972043 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5972277.000000 Penalty: 5366.679688
	Iteration 12Q: 3 clusters Score -5972277 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5972434.500000 Penalty: 5366.679688
	Iteration 13Q: 3 clusters Score -5972434 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -5972575.000000 Penalty: 5366.679688
	Iteration 14Q: 3 clusters Score -5972575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -5972722.000000 Penalty: 5366.679688
	Iteration 15Q: 3 clusters Score -5972722 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5972829.000000 Penalty: 5366.679688
	Iteration 16Q: 3 clusters Score -5972829 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5972910.000000 Penalty: 5366.679688
	Iteration 17Q: 3 clusters Score -5972910 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -5973046.000000 Penalty: 5366.679688
	Iteration 18Q: 3 clusters Score -5973046 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5973178.000000 Penalty: 5366.679688
	Iteration 19Q: 3 clusters Score -5973178 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -5973290.000000 Penalty: 5366.679688
	Iteration 20F: 3 clusters Score -5973290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5973361.500000 Penalty: 5366.679688
	Iteration 21Q: 3 clusters Score -5973362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -5973444.000000 Penalty: 5366.679688
	Iteration 22Q: 3 clusters Score -5973444 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5973520.500000 Penalty: 5366.679688
	Iteration 23Q: 3 clusters Score -5973520 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5973593.000000 Penalty: 5366.679688
	Iteration 24Q: 3 clusters Score -5973593 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5973685.500000 Penalty: 5366.679688
	Iteration 25Q: 3 clusters Score -5973686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5973760.000000 Penalty: 5366.679688
	Iteration 26Q: 3 clusters Score -5973760 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5973832.500000 Penalty: 5366.679688
	Iteration 27Q: 3 clusters Score -5973832 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5973891.500000 Penalty: 5366.679688
	Iteration 28Q: 3 clusters Score -5973892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5973942.500000 Penalty: 5366.679688
	Iteration 29Q: 3 clusters Score -5973942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5973976.500000 Penalty: 5366.679688
	Iteration 30Q: 3 clusters Score -5973976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5974037.500000 Penalty: 5366.679688
	Iteration 31Q: 3 clusters Score -5974038 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5974065.500000 Penalty: 5366.679688
	Iteration 32Q: 3 clusters Score -5974066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5974092.500000 Penalty: 5366.679688
	Iteration 33Q: 3 clusters Score -5974092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5974126.000000 Penalty: 5366.679688
	Iteration 34Q: 3 clusters Score -5974126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5974163.500000 Penalty: 5366.679688
	Iteration 35Q: 3 clusters Score -5974164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5974190.000000 Penalty: 5366.679688
	Iteration 36Q: 3 clusters Score -5974190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5974267.000000 Penalty: 5366.679688
	Iteration 37Q: 3 clusters Score -5974267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5974283.500000 Penalty: 5366.679688
	Iteration 38Q: 3 clusters Score -5974284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5974296.000000 Penalty: 5366.679688
	Iteration 39Q: 3 clusters Score -5974296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5974319.000000 Penalty: 5366.679688
	Iteration 40F: 3 clusters Score -5974319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5974335.000000 Penalty: 5366.679688
	Iteration 41Q: 3 clusters Score -5974335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5974377.500000 Penalty: 5366.679688
	Iteration 42Q: 3 clusters Score -5974378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5974411.000000 Penalty: 5366.679688
	Iteration 43Q: 3 clusters Score -5974411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5974436.000000 Penalty: 5366.679688
	Iteration 44Q: 3 clusters Score -5974436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5974453.000000 Penalty: 5366.679688
	Iteration 45Q: 3 clusters Score -5974453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5974471.500000 Penalty: 5366.679688
	Iteration 46Q: 3 clusters Score -5974472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5974483.000000 Penalty: 5366.679688
	Iteration 47Q: 3 clusters Score -5974483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5974494.500000 Penalty: 5366.679688
	Iteration 48Q: 3 clusters Score -5974494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5974500.000000 Penalty: 5366.679688
	Iteration 49Q: 3 clusters Score -5974500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5974512.500000 Penalty: 5366.679688
	Iteration 50Q: 3 clusters Score -5974512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5974521.500000 Penalty: 5366.679688
	Iteration 51Q: 3 clusters Score -5974522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5974534.500000 Penalty: 5366.679688
	Iteration 52Q: 3 clusters Score -5974534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5974538.500000 Penalty: 5366.679688
	Iteration 53Q: 3 clusters Score -5974538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5974546.500000 Penalty: 5366.679688
	Iteration 54Q: 3 clusters Score -5974546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5974542.000000 Penalty: 5366.679688
	Iteration 55Q: 3 clusters Score -5974542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5974541.000000 Penalty: 5366.679688
	Iteration 56Q: 3 clusters Score -5974541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5974539.000000 Penalty: 5366.679688
	Iteration 57Q: 3 clusters Score -5974539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5974539.500000 Penalty: 5366.679688
	Iteration 58Q: 3 clusters Score -5974540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5974542.500000 Penalty: 5366.679688
	Iteration 59Q: 3 clusters Score -5974542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5974538.000000 Penalty: 5366.679688
	Iteration 60F: 3 clusters Score -5974538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5974540.000000 Penalty: 5366.679688
	Iteration 61Q: 3 clusters Score -5974540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5974540.000000 Penalty: 5366.679688
	Iteration 62F: 3 clusters Score -5974540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69013 members 
Entering Unmasked Estep 
Score: -8211102.500000 Penalty: 2763.228271
	Iteration 0F: 2 clusters Score -8211102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -8164622.500000 Penalty: 5526.456543
	Iteration 0F: 3 clusters Score -8164622 nChanged 32412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8182962.000000 Penalty: 5526.456543
	Iteration 1F: 3 clusters Score -8182962 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -8184008.500000 Penalty: 5526.456543
	Iteration 2Q: 3 clusters Score -8184008 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8185583.500000 Penalty: 5526.456543
	Iteration 3Q: 3 clusters Score -8185584 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8187727.500000 Penalty: 5526.456543
	Iteration 4Q: 3 clusters Score -8187728 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -8190364.000000 Penalty: 5526.456543
	Iteration 5F: 3 clusters Score -8190364 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -8193417.500000 Penalty: 5526.456543
	Iteration 6F: 3 clusters Score -8193418 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8196644.000000 Penalty: 5526.456543
	Iteration 7F: 3 clusters Score -8196644 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -8199496.500000 Penalty: 5526.456543
	Iteration 8F: 3 clusters Score -8199496 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8201557.000000 Penalty: 5526.456543
	Iteration 9Q: 3 clusters Score -8201557 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -8203149.000000 Penalty: 5526.456543
	Iteration 10Q: 3 clusters Score -8203149 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8204393.500000 Penalty: 5526.456543
	Iteration 11Q: 3 clusters Score -8204394 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8205322.500000 Penalty: 5526.456543
	Iteration 12Q: 3 clusters Score -8205322 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8206108.000000 Penalty: 5526.456543
	Iteration 13Q: 3 clusters Score -8206108 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8206687.500000 Penalty: 5526.456543
	Iteration 14Q: 3 clusters Score -8206688 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8207163.500000 Penalty: 5526.456543
	Iteration 15Q: 3 clusters Score -8207164 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8207598.500000 Penalty: 5526.456543
	Iteration 16Q: 3 clusters Score -8207598 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8207908.000000 Penalty: 5526.456543
	Iteration 17Q: 3 clusters Score -8207908 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8208144.500000 Penalty: 5526.456543
	Iteration 18Q: 3 clusters Score -8208144 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8208314.000000 Penalty: 5526.456543
	Iteration 19Q: 3 clusters Score -8208314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8208417.000000 Penalty: 5526.456543
	Iteration 20F: 3 clusters Score -8208417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8208490.000000 Penalty: 5526.456543
	Iteration 21Q: 3 clusters Score -8208490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8208552.000000 Penalty: 5526.456543
	Iteration 22Q: 3 clusters Score -8208552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8208596.500000 Penalty: 5526.456543
	Iteration 23Q: 3 clusters Score -8208596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8208626.500000 Penalty: 5526.456543
	Iteration 24Q: 3 clusters Score -8208626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8208626.500000 Penalty: 5526.456543
	Iteration 25Q: 3 clusters Score -8208626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8208646.000000 Penalty: 5526.456543
	Iteration 26Q: 3 clusters Score -8208646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8208662.000000 Penalty: 5526.456543
	Iteration 27Q: 3 clusters Score -8208662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8208658.000000 Penalty: 5526.456543
	Iteration 28Q: 3 clusters Score -8208658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8208660.500000 Penalty: 5526.456543
	Iteration 29Q: 3 clusters Score -8208660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8208677.000000 Penalty: 5526.456543
	Iteration 30Q: 3 clusters Score -8208677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8208686.500000 Penalty: 5526.456543
	Iteration 31Q: 3 clusters Score -8208686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8208690.500000 Penalty: 5526.456543
	Iteration 32Q: 3 clusters Score -8208690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8208692.500000 Penalty: 5526.456543
	Iteration 33Q: 3 clusters Score -8208692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8208701.000000 Penalty: 5526.456543
	Iteration 34Q: 3 clusters Score -8208701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8208711.500000 Penalty: 5526.456543
	Iteration 35Q: 3 clusters Score -8208712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8208712.500000 Penalty: 5526.456543
	Iteration 36Q: 3 clusters Score -8208712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8208719.000000 Penalty: 5526.456543
	Iteration 37Q: 3 clusters Score -8208719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8208721.000000 Penalty: 5526.456543
	Iteration 38Q: 3 clusters Score -8208721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8208721.000000 Penalty: 5526.456543
	Iteration 39Q: 3 clusters Score -8208721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8208723.500000 Penalty: 5526.456543
	Iteration 40F: 3 clusters Score -8208724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8208730.000000 Penalty: 5526.456543
	Iteration 41Q: 3 clusters Score -8208730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8208731.500000 Penalty: 5526.456543
	Iteration 42Q: 3 clusters Score -8208732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8208730.000000 Penalty: 5526.456543
	Iteration 43Q: 3 clusters Score -8208730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8208736.500000 Penalty: 5526.456543
	Iteration 44Q: 3 clusters Score -8208736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8208736.500000 Penalty: 5526.456543
	Iteration 45Q: 3 clusters Score -8208736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8208736.500000 Penalty: 5526.456543
	Iteration 46F: 3 clusters Score -8208736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Entering Unmasked Estep 
Score: -1023014.625000 Penalty: 2252.066895
	Iteration 0F: 2 clusters Score -1023015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1016090.875000 Penalty: 4504.133789
	Iteration 0F: 3 clusters Score -1016091 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1017939.875000 Penalty: 4504.133789
	Iteration 1F: 3 clusters Score -1017940 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1018211.687500 Penalty: 4504.133789
	Iteration 2F: 3 clusters Score -1018212 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1018440.875000 Penalty: 4504.133789
	Iteration 3F: 3 clusters Score -1018441 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1018610.937500 Penalty: 4504.133789
	Iteration 4Q: 3 clusters Score -1018611 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1018752.187500 Penalty: 4504.133789
	Iteration 5Q: 3 clusters Score -1018752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1018887.687500 Penalty: 4504.133789
	Iteration 6Q: 3 clusters Score -1018888 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1019019.750000 Penalty: 4504.133789
	Iteration 7Q: 3 clusters Score -1019020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1019161.125000 Penalty: 4504.133789
	Iteration 8Q: 3 clusters Score -1019161 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1019296.000000 Penalty: 4504.133789
	Iteration 9Q: 3 clusters Score -1019296 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1019471.375000 Penalty: 4504.133789
	Iteration 10Q: 3 clusters Score -1019471 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1019637.062500 Penalty: 4504.133789
	Iteration 11Q: 3 clusters Score -1019637 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1019776.937500 Penalty: 4504.133789
	Iteration 12Q: 3 clusters Score -1019777 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1019932.125000 Penalty: 4504.133789
	Iteration 13Q: 3 clusters Score -1019932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1020071.375000 Penalty: 4504.133789
	Iteration 14Q: 3 clusters Score -1020071 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1020205.812500 Penalty: 4504.133789
	Iteration 15Q: 3 clusters Score -1020206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1020309.187500 Penalty: 4504.133789
	Iteration 16Q: 3 clusters Score -1020309 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1020417.937500 Penalty: 4504.133789
	Iteration 17Q: 3 clusters Score -1020418 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1020506.312500 Penalty: 4504.133789
	Iteration 18Q: 3 clusters Score -1020506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1020578.250000 Penalty: 4504.133789
	Iteration 19Q: 3 clusters Score -1020578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1020649.250000 Penalty: 4504.133789
	Iteration 20F: 3 clusters Score -1020649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1020708.875000 Penalty: 4504.133789
	Iteration 21Q: 3 clusters Score -1020709 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1020751.250000 Penalty: 4504.133789
	Iteration 22Q: 3 clusters Score -1020751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1020780.687500 Penalty: 4504.133789
	Iteration 23Q: 3 clusters Score -1020781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1020799.875000 Penalty: 4504.133789
	Iteration 24Q: 3 clusters Score -1020800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1020820.625000 Penalty: 4504.133789
	Iteration 25Q: 3 clusters Score -1020821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1020841.562500 Penalty: 4504.133789
	Iteration 26Q: 3 clusters Score -1020842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1020858.875000 Penalty: 4504.133789
	Iteration 27Q: 3 clusters Score -1020859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1020881.187500 Penalty: 4504.133789
	Iteration 28Q: 3 clusters Score -1020881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1020892.687500 Penalty: 4504.133789
	Iteration 29Q: 3 clusters Score -1020893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1020904.437500 Penalty: 4504.133789
	Iteration 30Q: 3 clusters Score -1020904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1020916.000000 Penalty: 4504.133789
	Iteration 31Q: 3 clusters Score -1020916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1020925.250000 Penalty: 4504.133789
	Iteration 32Q: 3 clusters Score -1020925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1020934.812500 Penalty: 4504.133789
	Iteration 33Q: 3 clusters Score -1020935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1020945.000000 Penalty: 4504.133789
	Iteration 34Q: 3 clusters Score -1020945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1020956.125000 Penalty: 4504.133789
	Iteration 35Q: 3 clusters Score -1020956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1020963.000000 Penalty: 4504.133789
	Iteration 36Q: 3 clusters Score -1020963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1020973.312500 Penalty: 4504.133789
	Iteration 37Q: 3 clusters Score -1020973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1020979.000000 Penalty: 4504.133789
	Iteration 38Q: 3 clusters Score -1020979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1020985.562500 Penalty: 4504.133789
	Iteration 39Q: 3 clusters Score -1020986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1020991.125000 Penalty: 4504.133789
	Iteration 40F: 3 clusters Score -1020991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1020998.812500 Penalty: 4504.133789
	Iteration 41Q: 3 clusters Score -1020999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1021006.562500 Penalty: 4504.133789
	Iteration 42Q: 3 clusters Score -1021007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1021012.375000 Penalty: 4504.133789
	Iteration 43Q: 3 clusters Score -1021012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1021014.062500 Penalty: 4504.133789
	Iteration 44Q: 3 clusters Score -1021014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1021015.812500 Penalty: 4504.133789
	Iteration 45Q: 3 clusters Score -1021016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1021017.500000 Penalty: 4504.133789
	Iteration 46Q: 3 clusters Score -1021018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1021017.375000 Penalty: 4504.133789
	Iteration 47Q: 3 clusters Score -1021017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1021018.062500 Penalty: 4504.133789
	Iteration 48Q: 3 clusters Score -1021018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1021019.750000 Penalty: 4504.133789
	Iteration 49Q: 3 clusters Score -1021020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1021021.875000 Penalty: 4504.133789
	Iteration 50Q: 3 clusters Score -1021022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1021021.875000 Penalty: 4504.133789
	Iteration 51F: 3 clusters Score -1021022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -301977.593750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -301977.6 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 1286 members 
Entering Unmasked Estep 
Score: -299029.781250 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -299029.8 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299617.406250 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -299617.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299764.031250 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -299764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -299824.218750 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -299824.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -299855.468750 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -299855.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -299877.781250 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -299877.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -299891.250000 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -299891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -299901.875000 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -299901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -299913.343750 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -299913.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -299919.531250 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -299919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -299924.343750 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -299924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -299929.843750 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -299929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -299933.156250 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -299933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -299935.062500 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -299935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -299936.218750 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -299936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299937.625000 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -299937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -299940.375000 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -299940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299945.812500 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -299945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -299950.250000 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -299950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -299951.406250 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -299951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -299954.562500 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -299954.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299956.187500 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -299956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299956.718750 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -299956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -299958.968750 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -299959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299961.093750 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -299961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299964.156250 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -299964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -299965.781250 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -299965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299966.218750 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -299966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299966.906250 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -299966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299966.843750 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -299966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299966.843750 Penalty: 3891.908691
	Iteration 30F: 3 clusters Score -299966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Entering Unmasked Estep 
Score: -21666710.000000 Penalty: 3004.194824
	Iteration 0F: 2 clusters Score -2.166671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -21554570.000000 Penalty: 6008.389648
	Iteration 0F: 3 clusters Score -2.155457e+07 nChanged 87314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -21605078.000000 Penalty: 6008.389648
	Iteration 1F: 3 clusters Score -2.160508e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -21605808.000000 Penalty: 6008.389648
	Iteration 2Q: 3 clusters Score -2.160581e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -21606804.000000 Penalty: 6008.389648
	Iteration 3Q: 3 clusters Score -2.16068e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -21607924.000000 Penalty: 6008.389648
	Iteration 4Q: 3 clusters Score -2.160792e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -21609572.000000 Penalty: 6008.389648
	Iteration 5Q: 3 clusters Score -2.160957e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -21611996.000000 Penalty: 6008.389648
	Iteration 6Q: 3 clusters Score -2.1612e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -21615266.000000 Penalty: 6008.389648
	Iteration 7Q: 3 clusters Score -2.161527e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -21619750.000000 Penalty: 6008.389648
	Iteration 8Q: 3 clusters Score -2.161975e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -21625470.000000 Penalty: 6008.389648
	Iteration 9F: 3 clusters Score -2.162547e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125377 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -21632398.000000 Penalty: 6008.389648
	Iteration 10F: 3 clusters Score -2.16324e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -21639990.000000 Penalty: 6008.389648
	Iteration 11F: 3 clusters Score -2.163999e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -21646956.000000 Penalty: 6008.389648
	Iteration 12F: 3 clusters Score -2.164696e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -21651572.000000 Penalty: 6008.389648
	Iteration 13Q: 3 clusters Score -2.165157e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -21654602.000000 Penalty: 6008.389648
	Iteration 14Q: 3 clusters Score -2.16546e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -21656282.000000 Penalty: 6008.389648
	Iteration 15Q: 3 clusters Score -2.165628e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -21657540.000000 Penalty: 6008.389648
	Iteration 16Q: 3 clusters Score -2.165754e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -21658442.000000 Penalty: 6008.389648
	Iteration 17Q: 3 clusters Score -2.165844e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -21659106.000000 Penalty: 6008.389648
	Iteration 18Q: 3 clusters Score -2.165911e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -21659556.000000 Penalty: 6008.389648
	Iteration 19Q: 3 clusters Score -2.165956e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -21660198.000000 Penalty: 6008.389648
	Iteration 20F: 3 clusters Score -2.16602e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -21660700.000000 Penalty: 6008.389648
	Iteration 21Q: 3 clusters Score -2.16607e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -21661110.000000 Penalty: 6008.389648
	Iteration 22Q: 3 clusters Score -2.166111e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -21661374.000000 Penalty: 6008.389648
	Iteration 23Q: 3 clusters Score -2.166137e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -21661708.000000 Penalty: 6008.389648
	Iteration 24Q: 3 clusters Score -2.166171e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173258 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -21662034.000000 Penalty: 6008.389648
	Iteration 25Q: 3 clusters Score -2.166203e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -21662220.000000 Penalty: 6008.389648
	Iteration 26Q: 3 clusters Score -2.166222e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -21662460.000000 Penalty: 6008.389648
	Iteration 27Q: 3 clusters Score -2.166246e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176419 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -21662808.000000 Penalty: 6008.389648
	Iteration 28Q: 3 clusters Score -2.166281e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177204 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -21662934.000000 Penalty: 6008.389648
	Iteration 29Q: 3 clusters Score -2.166293e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -21663040.000000 Penalty: 6008.389648
	Iteration 30Q: 3 clusters Score -2.166304e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -21663138.000000 Penalty: 6008.389648
	Iteration 31Q: 3 clusters Score -2.166314e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -21663244.000000 Penalty: 6008.389648
	Iteration 32Q: 3 clusters Score -2.166324e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -21663340.000000 Penalty: 6008.389648
	Iteration 33Q: 3 clusters Score -2.166334e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179765 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -21663466.000000 Penalty: 6008.389648
	Iteration 34Q: 3 clusters Score -2.166347e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180050 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21663602.000000 Penalty: 6008.389648
	Iteration 35Q: 3 clusters Score -2.16636e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180285 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21663654.000000 Penalty: 6008.389648
	Iteration 36Q: 3 clusters Score -2.166365e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180470 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -21663706.000000 Penalty: 6008.389648
	Iteration 37Q: 3 clusters Score -2.166371e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180627 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21663770.000000 Penalty: 6008.389648
	Iteration 38Q: 3 clusters Score -2.166377e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180757 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21663780.000000 Penalty: 6008.389648
	Iteration 39Q: 3 clusters Score -2.166378e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -21663830.000000 Penalty: 6008.389648
	Iteration 40F: 3 clusters Score -2.166383e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21663860.000000 Penalty: 6008.389648
	Iteration 41Q: 3 clusters Score -2.166386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181004 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21663910.000000 Penalty: 6008.389648
	Iteration 42Q: 3 clusters Score -2.166391e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181049 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21663942.000000 Penalty: 6008.389648
	Iteration 43Q: 3 clusters Score -2.166394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181081 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21663950.000000 Penalty: 6008.389648
	Iteration 44Q: 3 clusters Score -2.166395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21663980.000000 Penalty: 6008.389648
	Iteration 45Q: 3 clusters Score -2.166398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21664010.000000 Penalty: 6008.389648
	Iteration 46Q: 3 clusters Score -2.166401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181148 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21663998.000000 Penalty: 6008.389648
	Iteration 47Q: 3 clusters Score -2.1664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21664002.000000 Penalty: 6008.389648
	Iteration 48Q: 3 clusters Score -2.1664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21664048.000000 Penalty: 6008.389648
	Iteration 49Q: 3 clusters Score -2.166405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181194 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21664022.000000 Penalty: 6008.389648
	Iteration 50Q: 3 clusters Score -2.166402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21664038.000000 Penalty: 6008.389648
	Iteration 51Q: 3 clusters Score -2.166404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181213 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21664044.000000 Penalty: 6008.389648
	Iteration 52Q: 3 clusters Score -2.166404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181219 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21664022.000000 Penalty: 6008.389648
	Iteration 53Q: 3 clusters Score -2.166402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21664014.000000 Penalty: 6008.389648
	Iteration 54Q: 3 clusters Score -2.166401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21664018.000000 Penalty: 6008.389648
	Iteration 55Q: 3 clusters Score -2.166402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21664026.000000 Penalty: 6008.389648
	Iteration 56Q: 3 clusters Score -2.166403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21664026.000000 Penalty: 6008.389648
	Iteration 57Q: 3 clusters Score -2.166403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181231 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21664018.000000 Penalty: 6008.389648
	Iteration 58Q: 3 clusters Score -2.166402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21664020.000000 Penalty: 6008.389648
	Iteration 59Q: 3 clusters Score -2.166402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21664010.000000 Penalty: 6008.389648
	Iteration 60F: 3 clusters Score -2.166401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21664026.000000 Penalty: 6008.389648
	Iteration 61Q: 3 clusters Score -2.166403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21664030.000000 Penalty: 6008.389648
	Iteration 62Q: 3 clusters Score -2.166403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181236 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21664028.000000 Penalty: 6008.389648
	Iteration 63Q: 3 clusters Score -2.166403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181237 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21664038.000000 Penalty: 6008.389648
	Iteration 64Q: 3 clusters Score -2.166404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21664024.000000 Penalty: 6008.389648
	Iteration 65Q: 3 clusters Score -2.166402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181239 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21664024.000000 Penalty: 6008.389648
	Iteration 66Q: 3 clusters Score -2.166402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21664032.000000 Penalty: 6008.389648
	Iteration 67Q: 3 clusters Score -2.166403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181240 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21664032.000000 Penalty: 6008.389648
	Iteration 68F: 3 clusters Score -2.166403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Entering Unmasked Estep 
Score: -2245887.500000 Penalty: 2446.946533
	Iteration 0F: 2 clusters Score -2245888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2232283.750000 Penalty: 4893.893066
	Iteration 0F: 3 clusters Score -2232284 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2236832.000000 Penalty: 4893.893066
	Iteration 1F: 3 clusters Score -2236832 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2237184.750000 Penalty: 4893.893066
	Iteration 2F: 3 clusters Score -2237185 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2237453.500000 Penalty: 4893.893066
	Iteration 3Q: 3 clusters Score -2237454 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2237690.750000 Penalty: 4893.893066
	Iteration 4Q: 3 clusters Score -2237691 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2237889.000000 Penalty: 4893.893066
	Iteration 5Q: 3 clusters Score -2237889 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2238061.250000 Penalty: 4893.893066
	Iteration 6Q: 3 clusters Score -2238061 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2238215.250000 Penalty: 4893.893066
	Iteration 7Q: 3 clusters Score -2238215 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2238385.750000 Penalty: 4893.893066
	Iteration 8Q: 3 clusters Score -2238386 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2238571.000000 Penalty: 4893.893066
	Iteration 9Q: 3 clusters Score -2238571 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2238802.500000 Penalty: 4893.893066
	Iteration 10Q: 3 clusters Score -2238802 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2239032.500000 Penalty: 4893.893066
	Iteration 11Q: 3 clusters Score -2239032 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2239285.500000 Penalty: 4893.893066
	Iteration 12Q: 3 clusters Score -2239286 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2239532.500000 Penalty: 4893.893066
	Iteration 13Q: 3 clusters Score -2239532 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2239781.750000 Penalty: 4893.893066
	Iteration 14Q: 3 clusters Score -2239782 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2240048.000000 Penalty: 4893.893066
	Iteration 15Q: 3 clusters Score -2240048 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2240318.250000 Penalty: 4893.893066
	Iteration 16Q: 3 clusters Score -2240318 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2240604.250000 Penalty: 4893.893066
	Iteration 17Q: 3 clusters Score -2240604 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2240886.000000 Penalty: 4893.893066
	Iteration 18Q: 3 clusters Score -2240886 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2241146.500000 Penalty: 4893.893066
	Iteration 19Q: 3 clusters Score -2241146 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2241356.750000 Penalty: 4893.893066
	Iteration 20F: 3 clusters Score -2241357 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2241509.500000 Penalty: 4893.893066
	Iteration 21Q: 3 clusters Score -2241510 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2241654.000000 Penalty: 4893.893066
	Iteration 22Q: 3 clusters Score -2241654 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2241791.000000 Penalty: 4893.893066
	Iteration 23Q: 3 clusters Score -2241791 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2241909.750000 Penalty: 4893.893066
	Iteration 24Q: 3 clusters Score -2241910 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2242015.500000 Penalty: 4893.893066
	Iteration 25Q: 3 clusters Score -2242016 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2242132.500000 Penalty: 4893.893066
	Iteration 26Q: 3 clusters Score -2242132 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2242238.000000 Penalty: 4893.893066
	Iteration 27Q: 3 clusters Score -2242238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2242335.250000 Penalty: 4893.893066
	Iteration 28Q: 3 clusters Score -2242335 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2242429.750000 Penalty: 4893.893066
	Iteration 29Q: 3 clusters Score -2242430 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2242529.250000 Penalty: 4893.893066
	Iteration 30Q: 3 clusters Score -2242529 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2242625.000000 Penalty: 4893.893066
	Iteration 31Q: 3 clusters Score -2242625 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2242719.750000 Penalty: 4893.893066
	Iteration 32Q: 3 clusters Score -2242720 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2242844.500000 Penalty: 4893.893066
	Iteration 33Q: 3 clusters Score -2242844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2242967.500000 Penalty: 4893.893066
	Iteration 34Q: 3 clusters Score -2242968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2243141.750000 Penalty: 4893.893066
	Iteration 35Q: 3 clusters Score -2243142 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2243313.750000 Penalty: 4893.893066
	Iteration 36Q: 3 clusters Score -2243314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2243505.000000 Penalty: 4893.893066
	Iteration 37Q: 3 clusters Score -2243505 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2243751.250000 Penalty: 4893.893066
	Iteration 38Q: 3 clusters Score -2243751 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2244004.000000 Penalty: 4893.893066
	Iteration 39Q: 3 clusters Score -2244004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2244228.250000 Penalty: 4893.893066
	Iteration 40F: 3 clusters Score -2244228 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2244408.750000 Penalty: 4893.893066
	Iteration 41Q: 3 clusters Score -2244409 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2244510.500000 Penalty: 4893.893066
	Iteration 42Q: 3 clusters Score -2244510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2244562.500000 Penalty: 4893.893066
	Iteration 43Q: 3 clusters Score -2244562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2244605.000000 Penalty: 4893.893066
	Iteration 44Q: 3 clusters Score -2244605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2244631.000000 Penalty: 4893.893066
	Iteration 45Q: 3 clusters Score -2244631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2244651.250000 Penalty: 4893.893066
	Iteration 46Q: 3 clusters Score -2244651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2244664.500000 Penalty: 4893.893066
	Iteration 47Q: 3 clusters Score -2244664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2244674.750000 Penalty: 4893.893066
	Iteration 48Q: 3 clusters Score -2244675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2244680.250000 Penalty: 4893.893066
	Iteration 49Q: 3 clusters Score -2244680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2244689.500000 Penalty: 4893.893066
	Iteration 50Q: 3 clusters Score -2244690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2244691.500000 Penalty: 4893.893066
	Iteration 51Q: 3 clusters Score -2244692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2244689.250000 Penalty: 4893.893066
	Iteration 52Q: 3 clusters Score -2244689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2244698.500000 Penalty: 4893.893066
	Iteration 53Q: 3 clusters Score -2244698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2244698.250000 Penalty: 4893.893066
	Iteration 54Q: 3 clusters Score -2244698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2244699.500000 Penalty: 4893.893066
	Iteration 55Q: 3 clusters Score -2244700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2244698.250000 Penalty: 4893.893066
	Iteration 56Q: 3 clusters Score -2244698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2244699.750000 Penalty: 4893.893066
	Iteration 57Q: 3 clusters Score -2244700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2244701.500000 Penalty: 4893.893066
	Iteration 58Q: 3 clusters Score -2244702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2244700.750000 Penalty: 4893.893066
	Iteration 59Q: 3 clusters Score -2244701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2244704.500000 Penalty: 4893.893066
	Iteration 60F: 3 clusters Score -2244704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2244706.500000 Penalty: 4893.893066
	Iteration 61Q: 3 clusters Score -2244706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2244705.750000 Penalty: 4893.893066
	Iteration 62Q: 3 clusters Score -2244706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2244706.500000 Penalty: 4893.893066
	Iteration 63Q: 3 clusters Score -2244706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2244712.750000 Penalty: 4893.893066
	Iteration 64Q: 3 clusters Score -2244713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2244711.000000 Penalty: 4893.893066
	Iteration 65Q: 3 clusters Score -2244711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2244711.000000 Penalty: 4893.893066
	Iteration 66F: 3 clusters Score -2244711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382123.343750 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -382123.3 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -383436.125000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -383436.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -384520.812500 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -384520.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -385235.718750 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -385235.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -385615.031250 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -385615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -385813.437500 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -385813.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -385909.937500 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -385909.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -385956.875000 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -385956.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -385982.062500 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -385982.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -386001.687500 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -386001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -386011.406250 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -386011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -386019.062500 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -386019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -386021.937500 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -386021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -386023.093750 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -386023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -386023.093750 Penalty: 4032.655518
	Iteration 14F: 3 clusters Score -386023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 69013 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 182351 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 558 members 
Mstep: Class 8 contains 88332 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 11 contains 64866 members 
Mstep: Class 14 contains 165270 members 
Mstep: Class 15 contains 56806 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 79306 members 
Mstep: Class 20 contains 40520 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 180650 members 
Entering Unmasked Estep 
Score: -118063080.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118064448.000000 to -118063080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (88332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Entering Unmasked Estep 
Score: -10491378.000000 Penalty: 2824.436768
	Iteration 0F: 2 clusters Score -1.049138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -10432322.000000 Penalty: 5648.873535
	Iteration 0F: 3 clusters Score -1.043232e+07 nChanged 41539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -10456049.000000 Penalty: 5648.873535
	Iteration 1F: 3 clusters Score -1.045605e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -10456822.000000 Penalty: 5648.873535
	Iteration 2Q: 3 clusters Score -1.045682e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -10457647.000000 Penalty: 5648.873535
	Iteration 3Q: 3 clusters Score -1.045765e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -10458820.000000 Penalty: 5648.873535
	Iteration 4Q: 3 clusters Score -1.045882e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -10461096.000000 Penalty: 5648.873535
	Iteration 5Q: 3 clusters Score -1.04611e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -10464777.000000 Penalty: 5648.873535
	Iteration 6F: 3 clusters Score -1.046478e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -10470578.000000 Penalty: 5648.873535
	Iteration 7F: 3 clusters Score -1.047058e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -10477728.000000 Penalty: 5648.873535
	Iteration 8F: 3 clusters Score -1.047773e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -10483659.000000 Penalty: 5648.873535
	Iteration 9F: 3 clusters Score -1.048366e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10486829.000000 Penalty: 5648.873535
	Iteration 10Q: 3 clusters Score -1.048683e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10488066.000000 Penalty: 5648.873535
	Iteration 11Q: 3 clusters Score -1.048807e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10488558.000000 Penalty: 5648.873535
	Iteration 12Q: 3 clusters Score -1.048856e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10488773.000000 Penalty: 5648.873535
	Iteration 13Q: 3 clusters Score -1.048877e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10488858.000000 Penalty: 5648.873535
	Iteration 14Q: 3 clusters Score -1.048886e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10488907.000000 Penalty: 5648.873535
	Iteration 15Q: 3 clusters Score -1.048891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10488963.000000 Penalty: 5648.873535
	Iteration 16Q: 3 clusters Score -1.048896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10489007.000000 Penalty: 5648.873535
	Iteration 17Q: 3 clusters Score -1.048901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10489028.000000 Penalty: 5648.873535
	Iteration 18Q: 3 clusters Score -1.048903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10489044.000000 Penalty: 5648.873535
	Iteration 19Q: 3 clusters Score -1.048904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10489060.000000 Penalty: 5648.873535
	Iteration 20F: 3 clusters Score -1.048906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10489067.000000 Penalty: 5648.873535
	Iteration 21Q: 3 clusters Score -1.048907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10489070.000000 Penalty: 5648.873535
	Iteration 22Q: 3 clusters Score -1.048907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10489077.000000 Penalty: 5648.873535
	Iteration 23Q: 3 clusters Score -1.048908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10489079.000000 Penalty: 5648.873535
	Iteration 24Q: 3 clusters Score -1.048908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10489078.000000 Penalty: 5648.873535
	Iteration 25Q: 3 clusters Score -1.048908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10489080.000000 Penalty: 5648.873535
	Iteration 26Q: 3 clusters Score -1.048908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10489080.000000 Penalty: 5648.873535
	Iteration 27F: 3 clusters Score -1.048908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Entering Unmasked Estep 
Score: -7725402.500000 Penalty: 2747.859619
	Iteration 0F: 2 clusters Score -7725402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7681869.500000 Penalty: 5495.719238
	Iteration 0F: 3 clusters Score -7681870 nChanged 30394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -7699192.000000 Penalty: 5495.719238
	Iteration 1F: 3 clusters Score -7699192 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -7700043.000000 Penalty: 5495.719238
	Iteration 2Q: 3 clusters Score -7700043 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7701003.500000 Penalty: 5495.719238
	Iteration 3Q: 3 clusters Score -7701004 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7702130.500000 Penalty: 5495.719238
	Iteration 4Q: 3 clusters Score -7702130 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -7703674.000000 Penalty: 5495.719238
	Iteration 5F: 3 clusters Score -7703674 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -7705909.500000 Penalty: 5495.719238
	Iteration 6F: 3 clusters Score -7705910 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -7709428.000000 Penalty: 5495.719238
	Iteration 7F: 3 clusters Score -7709428 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -7713530.000000 Penalty: 5495.719238
	Iteration 8F: 3 clusters Score -7713530 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -7717268.000000 Penalty: 5495.719238
	Iteration 9F: 3 clusters Score -7717268 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -7719615.500000 Penalty: 5495.719238
	Iteration 10Q: 3 clusters Score -7719616 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -7720938.500000 Penalty: 5495.719238
	Iteration 11Q: 3 clusters Score -7720938 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -7721657.000000 Penalty: 5495.719238
	Iteration 12Q: 3 clusters Score -7721657 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7722038.000000 Penalty: 5495.719238
	Iteration 13Q: 3 clusters Score -7722038 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -7722294.500000 Penalty: 5495.719238
	Iteration 14Q: 3 clusters Score -7722294 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -7722508.500000 Penalty: 5495.719238
	Iteration 15Q: 3 clusters Score -7722508 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -7722638.500000 Penalty: 5495.719238
	Iteration 16Q: 3 clusters Score -7722638 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7722770.000000 Penalty: 5495.719238
	Iteration 17Q: 3 clusters Score -7722770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -7722866.000000 Penalty: 5495.719238
	Iteration 18Q: 3 clusters Score -7722866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -7722939.500000 Penalty: 5495.719238
	Iteration 19Q: 3 clusters Score -7722940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -7722977.000000 Penalty: 5495.719238
	Iteration 20F: 3 clusters Score -7722977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -7723034.500000 Penalty: 5495.719238
	Iteration 21Q: 3 clusters Score -7723034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -7723063.000000 Penalty: 5495.719238
	Iteration 22Q: 3 clusters Score -7723063 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -7723101.000000 Penalty: 5495.719238
	Iteration 23Q: 3 clusters Score -7723101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -7723123.500000 Penalty: 5495.719238
	Iteration 24Q: 3 clusters Score -7723124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -7723144.500000 Penalty: 5495.719238
	Iteration 25Q: 3 clusters Score -7723144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -7723141.000000 Penalty: 5495.719238
	Iteration 26Q: 3 clusters Score -7723141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -7723159.000000 Penalty: 5495.719238
	Iteration 27Q: 3 clusters Score -7723159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -7723158.000000 Penalty: 5495.719238
	Iteration 28Q: 3 clusters Score -7723158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -7723163.500000 Penalty: 5495.719238
	Iteration 29Q: 3 clusters Score -7723164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -7723158.000000 Penalty: 5495.719238
	Iteration 30Q: 3 clusters Score -7723158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7723164.000000 Penalty: 5495.719238
	Iteration 31Q: 3 clusters Score -7723164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -7723169.500000 Penalty: 5495.719238
	Iteration 32Q: 3 clusters Score -7723170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -7723178.000000 Penalty: 5495.719238
	Iteration 33Q: 3 clusters Score -7723178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -7723192.000000 Penalty: 5495.719238
	Iteration 34Q: 3 clusters Score -7723192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 63461 members 
Entering Unmasked Estep 
Score: -7723186.000000 Penalty: 5495.719238
	Iteration 35Q: 3 clusters Score -7723186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -7723174.000000 Penalty: 5495.719238
	Iteration 36Q: 3 clusters Score -7723174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -7723177.500000 Penalty: 5495.719238
	Iteration 37Q: 3 clusters Score -7723178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -7723183.500000 Penalty: 5495.719238
	Iteration 38Q: 3 clusters Score -7723184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -7723188.000000 Penalty: 5495.719238
	Iteration 39Q: 3 clusters Score -7723188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -7723191.500000 Penalty: 5495.719238
	Iteration 40F: 3 clusters Score -7723192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -7723197.500000 Penalty: 5495.719238
	Iteration 41Q: 3 clusters Score -7723198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -7723189.500000 Penalty: 5495.719238
	Iteration 42Q: 3 clusters Score -7723190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -7723192.000000 Penalty: 5495.719238
	Iteration 43Q: 3 clusters Score -7723192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -7723196.500000 Penalty: 5495.719238
	Iteration 44Q: 3 clusters Score -7723196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -7723192.500000 Penalty: 5495.719238
	Iteration 45Q: 3 clusters Score -7723192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -7723199.000000 Penalty: 5495.719238
	Iteration 46Q: 3 clusters Score -7723199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -7723202.000000 Penalty: 5495.719238
	Iteration 47Q: 3 clusters Score -7723202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -7723202.000000 Penalty: 5495.719238
	Iteration 48Q: 3 clusters Score -7723202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -7723217.500000 Penalty: 5495.719238
	Iteration 49Q: 3 clusters Score -7723218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -7723218.500000 Penalty: 5495.719238
	Iteration 50Q: 3 clusters Score -7723218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -7723225.500000 Penalty: 5495.719238
	Iteration 51Q: 3 clusters Score -7723226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -7723240.500000 Penalty: 5495.719238
	Iteration 52Q: 3 clusters Score -7723240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -7723245.500000 Penalty: 5495.719238
	Iteration 53Q: 3 clusters Score -7723246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -7723246.000000 Penalty: 5495.719238
	Iteration 54Q: 3 clusters Score -7723246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -7723259.000000 Penalty: 5495.719238
	Iteration 55Q: 3 clusters Score -7723259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -7723265.000000 Penalty: 5495.719238
	Iteration 56Q: 3 clusters Score -7723265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -7723268.500000 Penalty: 5495.719238
	Iteration 57Q: 3 clusters Score -7723268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -7723264.500000 Penalty: 5495.719238
	Iteration 58Q: 3 clusters Score -7723264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -7723272.000000 Penalty: 5495.719238
	Iteration 59Q: 3 clusters Score -7723272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -7723276.500000 Penalty: 5495.719238
	Iteration 60F: 3 clusters Score -7723276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -7723276.000000 Penalty: 5495.719238
	Iteration 61Q: 3 clusters Score -7723276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -7723276.500000 Penalty: 5495.719238
	Iteration 62Q: 3 clusters Score -7723276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -7723279.000000 Penalty: 5495.719238
	Iteration 63Q: 3 clusters Score -7723279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -7723278.000000 Penalty: 5495.719238
	Iteration 64Q: 3 clusters Score -7723278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -7723282.000000 Penalty: 5495.719238
	Iteration 65Q: 3 clusters Score -7723282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -7723282.000000 Penalty: 5495.719238
	Iteration 66F: 3 clusters Score -7723282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Entering Unmasked Estep 
Score: -19468518.000000 Penalty: 2979.803223
	Iteration 0F: 2 clusters Score -1.946852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -19359870.000000 Penalty: 5959.606445
	Iteration 0F: 3 clusters Score -1.935987e+07 nChanged 79011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -19405524.000000 Penalty: 5959.606445
	Iteration 1F: 3 clusters Score -1.940552e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -19407122.000000 Penalty: 5959.606445
	Iteration 2Q: 3 clusters Score -1.940712e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -19409368.000000 Penalty: 5959.606445
	Iteration 3Q: 3 clusters Score -1.940937e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -19413300.000000 Penalty: 5959.606445
	Iteration 4Q: 3 clusters Score -1.94133e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -19419532.000000 Penalty: 5959.606445
	Iteration 5F: 3 clusters Score -1.941953e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -19428426.000000 Penalty: 5959.606445
	Iteration 6F: 3 clusters Score -1.942843e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -19438280.000000 Penalty: 5959.606445
	Iteration 7F: 3 clusters Score -1.943828e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -19444984.000000 Penalty: 5959.606445
	Iteration 8F: 3 clusters Score -1.944498e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -19448422.000000 Penalty: 5959.606445
	Iteration 9Q: 3 clusters Score -1.944842e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -19450212.000000 Penalty: 5959.606445
	Iteration 10Q: 3 clusters Score -1.945021e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -19451426.000000 Penalty: 5959.606445
	Iteration 11Q: 3 clusters Score -1.945143e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
Score: -19452894.000000 Penalty: 5959.606445
	Iteration 12Q: 3 clusters Score -1.945289e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 129857 members 
Entering Unmasked Estep 
Score: -19454348.000000 Penalty: 5959.606445
	Iteration 13Q: 3 clusters Score -1.945435e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -19456014.000000 Penalty: 5959.606445
	Iteration 14Q: 3 clusters Score -1.945601e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -19457700.000000 Penalty: 5959.606445
	Iteration 15Q: 3 clusters Score -1.94577e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 139495 members 
Entering Unmasked Estep 
Score: -19459262.000000 Penalty: 5959.606445
	Iteration 16Q: 3 clusters Score -1.945926e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -19460694.000000 Penalty: 5959.606445
	Iteration 17Q: 3 clusters Score -1.946069e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -19461986.000000 Penalty: 5959.606445
	Iteration 18Q: 3 clusters Score -1.946199e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -19463036.000000 Penalty: 5959.606445
	Iteration 19Q: 3 clusters Score -1.946304e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 149174 members 
Entering Unmasked Estep 
Score: -19463848.000000 Penalty: 5959.606445
	Iteration 20F: 3 clusters Score -1.946385e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -19464636.000000 Penalty: 5959.606445
	Iteration 21Q: 3 clusters Score -1.946464e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -19465266.000000 Penalty: 5959.606445
	Iteration 22Q: 3 clusters Score -1.946527e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -19465918.000000 Penalty: 5959.606445
	Iteration 23Q: 3 clusters Score -1.946592e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -19466282.000000 Penalty: 5959.606445
	Iteration 24Q: 3 clusters Score -1.946628e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -19466588.000000 Penalty: 5959.606445
	Iteration 25Q: 3 clusters Score -1.946659e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -19466776.000000 Penalty: 5959.606445
	Iteration 26Q: 3 clusters Score -1.946678e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 158192 members 
Entering Unmasked Estep 
Score: -19466958.000000 Penalty: 5959.606445
	Iteration 27Q: 3 clusters Score -1.946696e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -19467068.000000 Penalty: 5959.606445
	Iteration 28Q: 3 clusters Score -1.946707e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -19467160.000000 Penalty: 5959.606445
	Iteration 29Q: 3 clusters Score -1.946716e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -19467156.000000 Penalty: 5959.606445
	Iteration 30Q: 3 clusters Score -1.946716e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 160454 members 
Entering Unmasked Estep 
Score: -19467230.000000 Penalty: 5959.606445
	Iteration 31Q: 3 clusters Score -1.946723e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -19467364.000000 Penalty: 5959.606445
	Iteration 32Q: 3 clusters Score -1.946736e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 161226 members 
Entering Unmasked Estep 
Score: -19467286.000000 Penalty: 5959.606445
	Iteration 33Q: 3 clusters Score -1.946729e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -19467312.000000 Penalty: 5959.606445
	Iteration 34Q: 3 clusters Score -1.946731e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -19467322.000000 Penalty: 5959.606445
	Iteration 35Q: 3 clusters Score -1.946732e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 161969 members 
Entering Unmasked Estep 
Score: -19467324.000000 Penalty: 5959.606445
	Iteration 36Q: 3 clusters Score -1.946732e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 162176 members 
Entering Unmasked Estep 
Score: -19467372.000000 Penalty: 5959.606445
	Iteration 37Q: 3 clusters Score -1.946737e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 162339 members 
Entering Unmasked Estep 
Score: -19467370.000000 Penalty: 5959.606445
	Iteration 38Q: 3 clusters Score -1.946737e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 162477 members 
Entering Unmasked Estep 
Score: -19467374.000000 Penalty: 5959.606445
	Iteration 39Q: 3 clusters Score -1.946737e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 162582 members 
Entering Unmasked Estep 
Score: -19467362.000000 Penalty: 5959.606445
	Iteration 40F: 3 clusters Score -1.946736e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -19467302.000000 Penalty: 5959.606445
	Iteration 41Q: 3 clusters Score -1.94673e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 162741 members 
Entering Unmasked Estep 
Score: -19467346.000000 Penalty: 5959.606445
	Iteration 42Q: 3 clusters Score -1.946735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -19467334.000000 Penalty: 5959.606445
	Iteration 43Q: 3 clusters Score -1.946733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -19467304.000000 Penalty: 5959.606445
	Iteration 44Q: 3 clusters Score -1.94673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -19467300.000000 Penalty: 5959.606445
	Iteration 45Q: 3 clusters Score -1.94673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -19467310.000000 Penalty: 5959.606445
	Iteration 46Q: 3 clusters Score -1.946731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -19467310.000000 Penalty: 5959.606445
	Iteration 47Q: 3 clusters Score -1.946731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -19467298.000000 Penalty: 5959.606445
	Iteration 48Q: 3 clusters Score -1.94673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -19467312.000000 Penalty: 5959.606445
	Iteration 49Q: 3 clusters Score -1.946731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -19467320.000000 Penalty: 5959.606445
	Iteration 50Q: 3 clusters Score -1.946732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -19467326.000000 Penalty: 5959.606445
	Iteration 51Q: 3 clusters Score -1.946733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -19467340.000000 Penalty: 5959.606445
	Iteration 52Q: 3 clusters Score -1.946734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -19467344.000000 Penalty: 5959.606445
	Iteration 53Q: 3 clusters Score -1.946734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 163033 members 
Entering Unmasked Estep 
Score: -19467326.000000 Penalty: 5959.606445
	Iteration 54Q: 3 clusters Score -1.946733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -19467322.000000 Penalty: 5959.606445
	Iteration 55Q: 3 clusters Score -1.946732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -19467318.000000 Penalty: 5959.606445
	Iteration 56Q: 3 clusters Score -1.946732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -19467316.000000 Penalty: 5959.606445
	Iteration 57Q: 3 clusters Score -1.946732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 163091 members 
Entering Unmasked Estep 
Score: -19467334.000000 Penalty: 5959.606445
	Iteration 58Q: 3 clusters Score -1.946733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -19467294.000000 Penalty: 5959.606445
	Iteration 59Q: 3 clusters Score -1.946729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -19467298.000000 Penalty: 5959.606445
	Iteration 60F: 3 clusters Score -1.94673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -19467292.000000 Penalty: 5959.606445
	Iteration 61Q: 3 clusters Score -1.946729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -19467300.000000 Penalty: 5959.606445
	Iteration 62Q: 3 clusters Score -1.94673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -19467304.000000 Penalty: 5959.606445
	Iteration 63Q: 3 clusters Score -1.94673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -19467300.000000 Penalty: 5959.606445
	Iteration 64Q: 3 clusters Score -1.94673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -19467300.000000 Penalty: 5959.606445
	Iteration 65Q: 3 clusters Score -1.94673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -19467320.000000 Penalty: 5959.606445
	Iteration 66Q: 3 clusters Score -1.946732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -19467312.000000 Penalty: 5959.606445
	Iteration 67Q: 3 clusters Score -1.946731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -19467316.000000 Penalty: 5959.606445
	Iteration 68Q: 3 clusters Score -1.946732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -19467308.000000 Penalty: 5959.606445
	Iteration 69Q: 3 clusters Score -1.946731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -19467296.000000 Penalty: 5959.606445
	Iteration 70Q: 3 clusters Score -1.94673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -19467298.000000 Penalty: 5959.606445
	Iteration 71Q: 3 clusters Score -1.94673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -19467298.000000 Penalty: 5959.606445
	Iteration 72F: 3 clusters Score -1.94673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Entering Unmasked Estep 
Score: -6714698.500000 Penalty: 2714.954590
	Iteration 0F: 2 clusters Score -6714698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -6676491.500000 Penalty: 5429.909180
	Iteration 0F: 3 clusters Score -6676492 nChanged 26415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -6691254.000000 Penalty: 5429.909180
	Iteration 1F: 3 clusters Score -6691254 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -6692090.500000 Penalty: 5429.909180
	Iteration 2Q: 3 clusters Score -6692090 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -6693299.500000 Penalty: 5429.909180
	Iteration 3Q: 3 clusters Score -6693300 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -6695254.000000 Penalty: 5429.909180
	Iteration 4F: 3 clusters Score -6695254 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -6698668.500000 Penalty: 5429.909180
	Iteration 5F: 3 clusters Score -6698668 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6703363.500000 Penalty: 5429.909180
	Iteration 6F: 3 clusters Score -6703364 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -6708164.500000 Penalty: 5429.909180
	Iteration 7F: 3 clusters Score -6708164 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6711097.000000 Penalty: 5429.909180
	Iteration 8Q: 3 clusters Score -6711097 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6712521.500000 Penalty: 5429.909180
	Iteration 9Q: 3 clusters Score -6712522 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -6713200.000000 Penalty: 5429.909180
	Iteration 10Q: 3 clusters Score -6713200 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -6713463.500000 Penalty: 5429.909180
	Iteration 11Q: 3 clusters Score -6713464 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -6713571.000000 Penalty: 5429.909180
	Iteration 12Q: 3 clusters Score -6713571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6713637.500000 Penalty: 5429.909180
	Iteration 13Q: 3 clusters Score -6713638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -6713658.500000 Penalty: 5429.909180
	Iteration 14Q: 3 clusters Score -6713658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -6713686.500000 Penalty: 5429.909180
	Iteration 15Q: 3 clusters Score -6713686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -6713693.500000 Penalty: 5429.909180
	Iteration 16Q: 3 clusters Score -6713694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6713690.000000 Penalty: 5429.909180
	Iteration 17Q: 3 clusters Score -6713690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -6713701.000000 Penalty: 5429.909180
	Iteration 18Q: 3 clusters Score -6713701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6713697.500000 Penalty: 5429.909180
	Iteration 19Q: 3 clusters Score -6713698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6713750.000000 Penalty: 5429.909180
	Iteration 20F: 3 clusters Score -6713750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -6713762.500000 Penalty: 5429.909180
	Iteration 21Q: 3 clusters Score -6713762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -6713761.500000 Penalty: 5429.909180
	Iteration 22Q: 3 clusters Score -6713762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6713769.000000 Penalty: 5429.909180
	Iteration 23Q: 3 clusters Score -6713769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6713769.000000 Penalty: 5429.909180
	Iteration 24F: 3 clusters Score -6713769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -77739.632812 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -77739.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76115.734375 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -76115.73 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76456.390625 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -76456.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76606.242188 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -76606.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76731.671875 Penalty: 3278.237305
	Iteration 3F: 3 clusters Score -76731.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76837.546875 Penalty: 3278.237305
	Iteration 4F: 3 clusters Score -76837.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76894.156250 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -76894.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76941.000000 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -76941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76977.039062 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -76977.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77003.867188 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -77003.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77016.828125 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -77016.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77036.640625 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -77036.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77039.250000 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -77039.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77040.507812 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -77040.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77040.507812 Penalty: 3278.237305
	Iteration 13F: 3 clusters Score -77040.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -753166.812500 Penalty: 2173.213623
	Iteration 0F: 2 clusters Score -753166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -747768.187500 Penalty: 4346.427246
	Iteration 0F: 3 clusters Score -747768.2 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -749119.562500 Penalty: 4346.427246
	Iteration 1F: 3 clusters Score -749119.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -749389.125000 Penalty: 4346.427246
	Iteration 2F: 3 clusters Score -749389.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -749564.125000 Penalty: 4346.427246
	Iteration 3F: 3 clusters Score -749564.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -749712.125000 Penalty: 4346.427246
	Iteration 4Q: 3 clusters Score -749712.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -749881.562500 Penalty: 4346.427246
	Iteration 5Q: 3 clusters Score -749881.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -750040.812500 Penalty: 4346.427246
	Iteration 6Q: 3 clusters Score -750040.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -750195.562500 Penalty: 4346.427246
	Iteration 7Q: 3 clusters Score -750195.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -750346.375000 Penalty: 4346.427246
	Iteration 8Q: 3 clusters Score -750346.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -750452.937500 Penalty: 4346.427246
	Iteration 9Q: 3 clusters Score -750452.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -750542.687500 Penalty: 4346.427246
	Iteration 10Q: 3 clusters Score -750542.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -750633.062500 Penalty: 4346.427246
	Iteration 11Q: 3 clusters Score -750633.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -750740.437500 Penalty: 4346.427246
	Iteration 12Q: 3 clusters Score -750740.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -750848.437500 Penalty: 4346.427246
	Iteration 13Q: 3 clusters Score -750848.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -750939.562500 Penalty: 4346.427246
	Iteration 14Q: 3 clusters Score -750939.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -751013.250000 Penalty: 4346.427246
	Iteration 15Q: 3 clusters Score -751013.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -751066.375000 Penalty: 4346.427246
	Iteration 16Q: 3 clusters Score -751066.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -751113.375000 Penalty: 4346.427246
	Iteration 17Q: 3 clusters Score -751113.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -751162.562500 Penalty: 4346.427246
	Iteration 18Q: 3 clusters Score -751162.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -751204.375000 Penalty: 4346.427246
	Iteration 19Q: 3 clusters Score -751204.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -751244.750000 Penalty: 4346.427246
	Iteration 20F: 3 clusters Score -751244.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -751293.062500 Penalty: 4346.427246
	Iteration 21Q: 3 clusters Score -751293.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -751327.125000 Penalty: 4346.427246
	Iteration 22Q: 3 clusters Score -751327.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -751350.437500 Penalty: 4346.427246
	Iteration 23Q: 3 clusters Score -751350.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -751372.187500 Penalty: 4346.427246
	Iteration 24Q: 3 clusters Score -751372.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -751392.000000 Penalty: 4346.427246
	Iteration 25Q: 3 clusters Score -751392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -751410.875000 Penalty: 4346.427246
	Iteration 26Q: 3 clusters Score -751410.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -751427.687500 Penalty: 4346.427246
	Iteration 27Q: 3 clusters Score -751427.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -751446.750000 Penalty: 4346.427246
	Iteration 28Q: 3 clusters Score -751446.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -751467.312500 Penalty: 4346.427246
	Iteration 29Q: 3 clusters Score -751467.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -751481.312500 Penalty: 4346.427246
	Iteration 30Q: 3 clusters Score -751481.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -751495.437500 Penalty: 4346.427246
	Iteration 31Q: 3 clusters Score -751495.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -751509.375000 Penalty: 4346.427246
	Iteration 32Q: 3 clusters Score -751509.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -751522.250000 Penalty: 4346.427246
	Iteration 33Q: 3 clusters Score -751522.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -751534.000000 Penalty: 4346.427246
	Iteration 34Q: 3 clusters Score -751534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -751541.875000 Penalty: 4346.427246
	Iteration 35Q: 3 clusters Score -751541.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -751545.500000 Penalty: 4346.427246
	Iteration 36Q: 3 clusters Score -751545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -751548.437500 Penalty: 4346.427246
	Iteration 37Q: 3 clusters Score -751548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -751551.250000 Penalty: 4346.427246
	Iteration 38Q: 3 clusters Score -751551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -751554.937500 Penalty: 4346.427246
	Iteration 39Q: 3 clusters Score -751554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -751557.312500 Penalty: 4346.427246
	Iteration 40F: 3 clusters Score -751557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -751557.875000 Penalty: 4346.427246
	Iteration 41Q: 3 clusters Score -751557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -751558.000000 Penalty: 4346.427246
	Iteration 42Q: 3 clusters Score -751558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -751558.687500 Penalty: 4346.427246
	Iteration 43Q: 3 clusters Score -751558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -751560.375000 Penalty: 4346.427246
	Iteration 44Q: 3 clusters Score -751560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -751561.375000 Penalty: 4346.427246
	Iteration 45Q: 3 clusters Score -751561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -751562.812500 Penalty: 4346.427246
	Iteration 46Q: 3 clusters Score -751562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -751563.437500 Penalty: 4346.427246
	Iteration 47Q: 3 clusters Score -751563.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -751565.687500 Penalty: 4346.427246
	Iteration 48Q: 3 clusters Score -751565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -751567.000000 Penalty: 4346.427246
	Iteration 49Q: 3 clusters Score -751567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -751565.750000 Penalty: 4346.427246
	Iteration 50Q: 3 clusters Score -751565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -751565.875000 Penalty: 4346.427246
	Iteration 51Q: 3 clusters Score -751565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -751570.312500 Penalty: 4346.427246
	Iteration 52Q: 3 clusters Score -751570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -751570.375000 Penalty: 4346.427246
	Iteration 53Q: 3 clusters Score -751570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -751572.562500 Penalty: 4346.427246
	Iteration 54Q: 3 clusters Score -751572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -751571.187500 Penalty: 4346.427246
	Iteration 55Q: 3 clusters Score -751571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -751571.500000 Penalty: 4346.427246
	Iteration 56Q: 3 clusters Score -751571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -751571.062500 Penalty: 4346.427246
	Iteration 57Q: 3 clusters Score -751571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -751571.062500 Penalty: 4346.427246
	Iteration 58F: 3 clusters Score -751571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Entering Unmasked Estep 
Score: -9434385.000000 Penalty: 2797.705078
	Iteration 0F: 2 clusters Score -9434385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -9381315.000000 Penalty: 5595.410156
	Iteration 0F: 3 clusters Score -9381315 nChanged 37251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -9402358.000000 Penalty: 5595.410156
	Iteration 1F: 3 clusters Score -9402358 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -9403061.000000 Penalty: 5595.410156
	Iteration 2Q: 3 clusters Score -9403061 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -9403951.000000 Penalty: 5595.410156
	Iteration 3Q: 3 clusters Score -9403951 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -9405047.000000 Penalty: 5595.410156
	Iteration 4Q: 3 clusters Score -9405047 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -9406675.000000 Penalty: 5595.410156
	Iteration 5Q: 3 clusters Score -9406675 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -9409264.000000 Penalty: 5595.410156
	Iteration 6F: 3 clusters Score -9409264 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -9413376.000000 Penalty: 5595.410156
	Iteration 7F: 3 clusters Score -9413376 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -9418663.000000 Penalty: 5595.410156
	Iteration 8F: 3 clusters Score -9418663 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -9423898.000000 Penalty: 5595.410156
	Iteration 9F: 3 clusters Score -9423898 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -9427369.000000 Penalty: 5595.410156
	Iteration 10Q: 3 clusters Score -9427369 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -9428747.000000 Penalty: 5595.410156
	Iteration 11Q: 3 clusters Score -9428747 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -9429370.000000 Penalty: 5595.410156
	Iteration 12Q: 3 clusters Score -9429370 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -9429726.000000 Penalty: 5595.410156
	Iteration 13Q: 3 clusters Score -9429726 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9430054.000000 Penalty: 5595.410156
	Iteration 14Q: 3 clusters Score -9430054 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -9430241.000000 Penalty: 5595.410156
	Iteration 15Q: 3 clusters Score -9430241 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -9430441.000000 Penalty: 5595.410156
	Iteration 16Q: 3 clusters Score -9430441 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -9430632.000000 Penalty: 5595.410156
	Iteration 17Q: 3 clusters Score -9430632 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -9430780.000000 Penalty: 5595.410156
	Iteration 18Q: 3 clusters Score -9430780 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -9430928.000000 Penalty: 5595.410156
	Iteration 19Q: 3 clusters Score -9430928 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -9431054.000000 Penalty: 5595.410156
	Iteration 20F: 3 clusters Score -9431054 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -9431177.000000 Penalty: 5595.410156
	Iteration 21Q: 3 clusters Score -9431177 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -9431254.000000 Penalty: 5595.410156
	Iteration 22Q: 3 clusters Score -9431254 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9431369.000000 Penalty: 5595.410156
	Iteration 23Q: 3 clusters Score -9431369 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -9431433.000000 Penalty: 5595.410156
	Iteration 24Q: 3 clusters Score -9431433 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -9431517.000000 Penalty: 5595.410156
	Iteration 25Q: 3 clusters Score -9431517 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -9431588.000000 Penalty: 5595.410156
	Iteration 26Q: 3 clusters Score -9431588 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -9431658.000000 Penalty: 5595.410156
	Iteration 27Q: 3 clusters Score -9431658 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -9431710.000000 Penalty: 5595.410156
	Iteration 28Q: 3 clusters Score -9431710 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -9431743.000000 Penalty: 5595.410156
	Iteration 29Q: 3 clusters Score -9431743 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -9431783.000000 Penalty: 5595.410156
	Iteration 30Q: 3 clusters Score -9431783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -9431845.000000 Penalty: 5595.410156
	Iteration 31Q: 3 clusters Score -9431845 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -9431888.000000 Penalty: 5595.410156
	Iteration 32Q: 3 clusters Score -9431888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -9431903.000000 Penalty: 5595.410156
	Iteration 33Q: 3 clusters Score -9431903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -9431928.000000 Penalty: 5595.410156
	Iteration 34Q: 3 clusters Score -9431928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -9431945.000000 Penalty: 5595.410156
	Iteration 35Q: 3 clusters Score -9431945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -9431968.000000 Penalty: 5595.410156
	Iteration 36Q: 3 clusters Score -9431968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -9431997.000000 Penalty: 5595.410156
	Iteration 37Q: 3 clusters Score -9431997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9432005.000000 Penalty: 5595.410156
	Iteration 38Q: 3 clusters Score -9432005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -9432029.000000 Penalty: 5595.410156
	Iteration 39Q: 3 clusters Score -9432029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -9432036.000000 Penalty: 5595.410156
	Iteration 40F: 3 clusters Score -9432036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -9432027.000000 Penalty: 5595.410156
	Iteration 41Q: 3 clusters Score -9432027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -9432038.000000 Penalty: 5595.410156
	Iteration 42Q: 3 clusters Score -9432038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -9432043.000000 Penalty: 5595.410156
	Iteration 43Q: 3 clusters Score -9432043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -9432034.000000 Penalty: 5595.410156
	Iteration 44Q: 3 clusters Score -9432034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -9432035.000000 Penalty: 5595.410156
	Iteration 45Q: 3 clusters Score -9432035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -9432057.000000 Penalty: 5595.410156
	Iteration 46Q: 3 clusters Score -9432057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -9432053.000000 Penalty: 5595.410156
	Iteration 47Q: 3 clusters Score -9432053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -9432057.000000 Penalty: 5595.410156
	Iteration 48Q: 3 clusters Score -9432057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -9432067.000000 Penalty: 5595.410156
	Iteration 49Q: 3 clusters Score -9432067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -9432072.000000 Penalty: 5595.410156
	Iteration 50Q: 3 clusters Score -9432072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -9432059.000000 Penalty: 5595.410156
	Iteration 51Q: 3 clusters Score -9432059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -9432064.000000 Penalty: 5595.410156
	Iteration 52Q: 3 clusters Score -9432064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -9432078.000000 Penalty: 5595.410156
	Iteration 53Q: 3 clusters Score -9432078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -9432079.000000 Penalty: 5595.410156
	Iteration 54Q: 3 clusters Score -9432079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -9432088.000000 Penalty: 5595.410156
	Iteration 55Q: 3 clusters Score -9432088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -9432097.000000 Penalty: 5595.410156
	Iteration 56Q: 3 clusters Score -9432097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -9432091.000000 Penalty: 5595.410156
	Iteration 57Q: 3 clusters Score -9432091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9432108.000000 Penalty: 5595.410156
	Iteration 58Q: 3 clusters Score -9432108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -9432131.000000 Penalty: 5595.410156
	Iteration 59Q: 3 clusters Score -9432131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -9432135.000000 Penalty: 5595.410156
	Iteration 60F: 3 clusters Score -9432135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -9432138.000000 Penalty: 5595.410156
	Iteration 61Q: 3 clusters Score -9432138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -9432141.000000 Penalty: 5595.410156
	Iteration 62Q: 3 clusters Score -9432141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -9432140.000000 Penalty: 5595.410156
	Iteration 63Q: 3 clusters Score -9432140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -9432136.000000 Penalty: 5595.410156
	Iteration 64Q: 3 clusters Score -9432136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -9432139.000000 Penalty: 5595.410156
	Iteration 65Q: 3 clusters Score -9432139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -9432155.000000 Penalty: 5595.410156
	Iteration 66Q: 3 clusters Score -9432155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -9432156.000000 Penalty: 5595.410156
	Iteration 67Q: 3 clusters Score -9432156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -9432151.000000 Penalty: 5595.410156
	Iteration 68Q: 3 clusters Score -9432151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -9432170.000000 Penalty: 5595.410156
	Iteration 69Q: 3 clusters Score -9432170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -9432170.000000 Penalty: 5595.410156
	Iteration 70Q: 3 clusters Score -9432170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -9432170.000000 Penalty: 5595.410156
	Iteration 71Q: 3 clusters Score -9432170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -9432185.000000 Penalty: 5595.410156
	Iteration 72Q: 3 clusters Score -9432185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -9432179.000000 Penalty: 5595.410156
	Iteration 73Q: 3 clusters Score -9432179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -9432178.000000 Penalty: 5595.410156
	Iteration 74Q: 3 clusters Score -9432178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -9432181.000000 Penalty: 5595.410156
	Iteration 75Q: 3 clusters Score -9432181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -9432177.000000 Penalty: 5595.410156
	Iteration 76Q: 3 clusters Score -9432177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -9432178.000000 Penalty: 5595.410156
	Iteration 77Q: 3 clusters Score -9432178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -9432177.000000 Penalty: 5595.410156
	Iteration 78Q: 3 clusters Score -9432177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -9432172.000000 Penalty: 5595.410156
	Iteration 79Q: 3 clusters Score -9432172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -9432177.000000 Penalty: 5595.410156
	Iteration 80F: 3 clusters Score -9432177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -9432176.000000 Penalty: 5595.410156
	Iteration 81Q: 3 clusters Score -9432176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9432175.000000 Penalty: 5595.410156
	Iteration 82Q: 3 clusters Score -9432175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9432183.000000 Penalty: 5595.410156
	Iteration 83Q: 3 clusters Score -9432183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9432187.000000 Penalty: 5595.410156
	Iteration 84Q: 3 clusters Score -9432187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -9432185.000000 Penalty: 5595.410156
	Iteration 85Q: 3 clusters Score -9432185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -9432185.000000 Penalty: 5595.410156
	Iteration 86F: 3 clusters Score -9432185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Entering Unmasked Estep 
Score: -4609441.000000 Penalty: 2631.168457
	Iteration 0F: 2 clusters Score -4609441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4582133.000000 Penalty: 5262.336914
	Iteration 0F: 3 clusters Score -4582133 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4592178.500000 Penalty: 5262.336914
	Iteration 1F: 3 clusters Score -4592178 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4592691.000000 Penalty: 5262.336914
	Iteration 2Q: 3 clusters Score -4592691 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4593225.000000 Penalty: 5262.336914
	Iteration 3Q: 3 clusters Score -4593225 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4594092.000000 Penalty: 5262.336914
	Iteration 4Q: 3 clusters Score -4594092 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4595440.500000 Penalty: 5262.336914
	Iteration 5Q: 3 clusters Score -4595440 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4597217.000000 Penalty: 5262.336914
	Iteration 6F: 3 clusters Score -4597217 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4599300.000000 Penalty: 5262.336914
	Iteration 7F: 3 clusters Score -4599300 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -4601762.000000 Penalty: 5262.336914
	Iteration 8F: 3 clusters Score -4601762 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -4604153.000000 Penalty: 5262.336914
	Iteration 9F: 3 clusters Score -4604153 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -4605731.500000 Penalty: 5262.336914
	Iteration 10F: 3 clusters Score -4605732 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4606449.500000 Penalty: 5262.336914
	Iteration 11Q: 3 clusters Score -4606450 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4606758.500000 Penalty: 5262.336914
	Iteration 12Q: 3 clusters Score -4606758 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4606866.000000 Penalty: 5262.336914
	Iteration 13Q: 3 clusters Score -4606866 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4606928.000000 Penalty: 5262.336914
	Iteration 14Q: 3 clusters Score -4606928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4606999.500000 Penalty: 5262.336914
	Iteration 15Q: 3 clusters Score -4607000 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4607057.000000 Penalty: 5262.336914
	Iteration 16Q: 3 clusters Score -4607057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4607086.000000 Penalty: 5262.336914
	Iteration 17Q: 3 clusters Score -4607086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4607093.500000 Penalty: 5262.336914
	Iteration 18Q: 3 clusters Score -4607094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4607096.500000 Penalty: 5262.336914
	Iteration 19Q: 3 clusters Score -4607096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4607117.000000 Penalty: 5262.336914
	Iteration 20F: 3 clusters Score -4607117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4607124.500000 Penalty: 5262.336914
	Iteration 21Q: 3 clusters Score -4607124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4607125.500000 Penalty: 5262.336914
	Iteration 22Q: 3 clusters Score -4607126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4607132.500000 Penalty: 5262.336914
	Iteration 23Q: 3 clusters Score -4607132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4607140.000000 Penalty: 5262.336914
	Iteration 24Q: 3 clusters Score -4607140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4607137.000000 Penalty: 5262.336914
	Iteration 25Q: 3 clusters Score -4607137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4607138.000000 Penalty: 5262.336914
	Iteration 26Q: 3 clusters Score -4607138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4607152.000000 Penalty: 5262.336914
	Iteration 27Q: 3 clusters Score -4607152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4607156.500000 Penalty: 5262.336914
	Iteration 28Q: 3 clusters Score -4607156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4607155.500000 Penalty: 5262.336914
	Iteration 29Q: 3 clusters Score -4607156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4607151.500000 Penalty: 5262.336914
	Iteration 30Q: 3 clusters Score -4607152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4607137.000000 Penalty: 5262.336914
	Iteration 31Q: 3 clusters Score -4607137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4607147.500000 Penalty: 5262.336914
	Iteration 32Q: 3 clusters Score -4607148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4607147.000000 Penalty: 5262.336914
	Iteration 33Q: 3 clusters Score -4607147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4607145.000000 Penalty: 5262.336914
	Iteration 34Q: 3 clusters Score -4607145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4607143.000000 Penalty: 5262.336914
	Iteration 35Q: 3 clusters Score -4607143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4607153.000000 Penalty: 5262.336914
	Iteration 36Q: 3 clusters Score -4607153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4607145.500000 Penalty: 5262.336914
	Iteration 37Q: 3 clusters Score -4607146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4607145.500000 Penalty: 5262.336914
	Iteration 38Q: 3 clusters Score -4607146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4607154.000000 Penalty: 5262.336914
	Iteration 39Q: 3 clusters Score -4607154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4607156.500000 Penalty: 5262.336914
	Iteration 40F: 3 clusters Score -4607156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4607155.000000 Penalty: 5262.336914
	Iteration 41Q: 3 clusters Score -4607155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4607161.500000 Penalty: 5262.336914
	Iteration 42Q: 3 clusters Score -4607162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4607171.500000 Penalty: 5262.336914
	Iteration 43Q: 3 clusters Score -4607172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4607178.500000 Penalty: 5262.336914
	Iteration 44Q: 3 clusters Score -4607178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4607181.500000 Penalty: 5262.336914
	Iteration 45Q: 3 clusters Score -4607182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4607177.000000 Penalty: 5262.336914
	Iteration 46Q: 3 clusters Score -4607177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4607178.500000 Penalty: 5262.336914
	Iteration 47Q: 3 clusters Score -4607178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4607183.500000 Penalty: 5262.336914
	Iteration 48Q: 3 clusters Score -4607184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4607180.500000 Penalty: 5262.336914
	Iteration 49Q: 3 clusters Score -4607180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4607181.000000 Penalty: 5262.336914
	Iteration 50Q: 3 clusters Score -4607181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4607176.000000 Penalty: 5262.336914
	Iteration 51Q: 3 clusters Score -4607176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4607180.000000 Penalty: 5262.336914
	Iteration 52Q: 3 clusters Score -4607180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4607190.500000 Penalty: 5262.336914
	Iteration 53Q: 3 clusters Score -4607190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4607192.500000 Penalty: 5262.336914
	Iteration 54Q: 3 clusters Score -4607192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4607201.000000 Penalty: 5262.336914
	Iteration 55Q: 3 clusters Score -4607201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4607196.500000 Penalty: 5262.336914
	Iteration 56Q: 3 clusters Score -4607196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4607199.500000 Penalty: 5262.336914
	Iteration 57Q: 3 clusters Score -4607200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4607208.000000 Penalty: 5262.336914
	Iteration 58Q: 3 clusters Score -4607208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4607209.500000 Penalty: 5262.336914
	Iteration 59Q: 3 clusters Score -4607210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4607211.000000 Penalty: 5262.336914
	Iteration 60F: 3 clusters Score -4607211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4607218.500000 Penalty: 5262.336914
	Iteration 61Q: 3 clusters Score -4607218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4607207.500000 Penalty: 5262.336914
	Iteration 62Q: 3 clusters Score -4607208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4607211.500000 Penalty: 5262.336914
	Iteration 63Q: 3 clusters Score -4607212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4607202.500000 Penalty: 5262.336914
	Iteration 64Q: 3 clusters Score -4607202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4607203.000000 Penalty: 5262.336914
	Iteration 65Q: 3 clusters Score -4607203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4607211.000000 Penalty: 5262.336914
	Iteration 66Q: 3 clusters Score -4607211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4607210.500000 Penalty: 5262.336914
	Iteration 67Q: 3 clusters Score -4607210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4607207.000000 Penalty: 5262.336914
	Iteration 68Q: 3 clusters Score -4607207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4607206.000000 Penalty: 5262.336914
	Iteration 69Q: 3 clusters Score -4607206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4607211.000000 Penalty: 5262.336914
	Iteration 70Q: 3 clusters Score -4607211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4607202.000000 Penalty: 5262.336914
	Iteration 71Q: 3 clusters Score -4607202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4607204.500000 Penalty: 5262.336914
	Iteration 72Q: 3 clusters Score -4607204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4607214.000000 Penalty: 5262.336914
	Iteration 73Q: 3 clusters Score -4607214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4607210.500000 Penalty: 5262.336914
	Iteration 74Q: 3 clusters Score -4607210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4607220.000000 Penalty: 5262.336914
	Iteration 75Q: 3 clusters Score -4607220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4607219.500000 Penalty: 5262.336914
	Iteration 76Q: 3 clusters Score -4607220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4607208.000000 Penalty: 5262.336914
	Iteration 77Q: 3 clusters Score -4607208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4607218.500000 Penalty: 5262.336914
	Iteration 78Q: 3 clusters Score -4607218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -4607213.000000 Penalty: 5262.336914
	Iteration 79Q: 3 clusters Score -4607213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4607218.500000 Penalty: 5262.336914
	Iteration 80F: 3 clusters Score -4607218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4607219.500000 Penalty: 5262.336914
	Iteration 81Q: 3 clusters Score -4607220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4607219.000000 Penalty: 5262.336914
	Iteration 82Q: 3 clusters Score -4607219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4607212.500000 Penalty: 5262.336914
	Iteration 83Q: 3 clusters Score -4607212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4607214.000000 Penalty: 5262.336914
	Iteration 84Q: 3 clusters Score -4607214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4607224.500000 Penalty: 5262.336914
	Iteration 85Q: 3 clusters Score -4607224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4607221.500000 Penalty: 5262.336914
	Iteration 86Q: 3 clusters Score -4607222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4607226.500000 Penalty: 5262.336914
	Iteration 87Q: 3 clusters Score -4607226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4607227.500000 Penalty: 5262.336914
	Iteration 88Q: 3 clusters Score -4607228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4607227.500000 Penalty: 5262.336914
	Iteration 89F: 3 clusters Score -4607228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -93754.929688 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -93754.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91984.023438 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -91984.02 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92225.835938 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -92225.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92311.062500 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -92311.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -92344.648438 Penalty: 3367.330078
	Iteration 3Q: 3 clusters Score -92344.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92368.093750 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -92368.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92394.664062 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -92394.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92403.867188 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -92403.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92407.414062 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -92407.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92411.328125 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -92411.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92420.820312 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -92420.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92436.578125 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -92436.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92441.250000 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -92441.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92442.234375 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -92442.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92443.218750 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -92443.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92444.828125 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -92444.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92447.007812 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -92447.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92458.351562 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -92458.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92463.031250 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -92463.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92465.000000 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -92465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92465.000000 Penalty: 3367.330078
	Iteration 19F: 3 clusters Score -92465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (180650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Entering Unmasked Estep 
Score: -21238182.000000 Penalty: 3001.870605
	Iteration 0F: 2 clusters Score -2.123818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -21117862.000000 Penalty: 6003.741211
	Iteration 0F: 3 clusters Score -2.111786e+07 nChanged 86523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -21167842.000000 Penalty: 6003.741211
	Iteration 1F: 3 clusters Score -2.116784e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -21168668.000000 Penalty: 6003.741211
	Iteration 2Q: 3 clusters Score -2.116867e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -21169530.000000 Penalty: 6003.741211
	Iteration 3Q: 3 clusters Score -2.116953e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -21170448.000000 Penalty: 6003.741211
	Iteration 4Q: 3 clusters Score -2.117045e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -21171726.000000 Penalty: 6003.741211
	Iteration 5Q: 3 clusters Score -2.117173e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -21173670.000000 Penalty: 6003.741211
	Iteration 6Q: 3 clusters Score -2.117367e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 111164 members 
Entering Unmasked Estep 
Score: -21177138.000000 Penalty: 6003.741211
	Iteration 7Q: 3 clusters Score -2.117714e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -21183270.000000 Penalty: 6003.741211
	Iteration 8F: 3 clusters Score -2.118327e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 134048 members 
Entering Unmasked Estep 
Score: -21193108.000000 Penalty: 6003.741211
	Iteration 9F: 3 clusters Score -2.119311e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -21206294.000000 Penalty: 6003.741211
	Iteration 10F: 3 clusters Score -2.120629e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -21218790.000000 Penalty: 6003.741211
	Iteration 11F: 3 clusters Score -2.121879e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -21227388.000000 Penalty: 6003.741211
	Iteration 12F: 3 clusters Score -2.122739e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 176496 members 
Entering Unmasked Estep 
Score: -21232080.000000 Penalty: 6003.741211
	Iteration 13Q: 3 clusters Score -2.123208e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -21234218.000000 Penalty: 6003.741211
	Iteration 14Q: 3 clusters Score -2.123422e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -21235024.000000 Penalty: 6003.741211
	Iteration 15Q: 3 clusters Score -2.123502e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 180150 members 
Entering Unmasked Estep 
Score: -21235290.000000 Penalty: 6003.741211
	Iteration 16Q: 3 clusters Score -2.123529e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -21235442.000000 Penalty: 6003.741211
	Iteration 17Q: 3 clusters Score -2.123544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -21235478.000000 Penalty: 6003.741211
	Iteration 18Q: 3 clusters Score -2.123548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 180339 members 
Entering Unmasked Estep 
Score: -21235522.000000 Penalty: 6003.741211
	Iteration 19Q: 3 clusters Score -2.123552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 180350 members 
Entering Unmasked Estep 
Score: -21235538.000000 Penalty: 6003.741211
	Iteration 20F: 3 clusters Score -2.123554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -21235558.000000 Penalty: 6003.741211
	Iteration 21Q: 3 clusters Score -2.123556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180360 members 
Entering Unmasked Estep 
Score: -21235560.000000 Penalty: 6003.741211
	Iteration 22Q: 3 clusters Score -2.123556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -21235592.000000 Penalty: 6003.741211
	Iteration 23Q: 3 clusters Score -2.123559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -21235598.000000 Penalty: 6003.741211
	Iteration 24Q: 3 clusters Score -2.12356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180367 members 
Entering Unmasked Estep 
Score: -21235598.000000 Penalty: 6003.741211
	Iteration 25Q: 3 clusters Score -2.12356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180367 members 
Entering Unmasked Estep 
Score: -21235598.000000 Penalty: 6003.741211
	Iteration 26F: 3 clusters Score -2.12356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 69013 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 182351 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 88332 members 
Mstep: Class 11 contains 64866 members 
Mstep: Class 14 contains 165270 members 
Mstep: Class 15 contains 56806 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 79306 members 
Mstep: Class 20 contains 40520 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 180650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064176.000000 Penalty: 58326.246094
Iteration 159Q: 18 clusters Score -1.180642e+08 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 68728 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 182167 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 88028 members 
Mstep: Class 11 contains 64464 members 
Mstep: Class 14 contains 164614 members 
Mstep: Class 15 contains 56843 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 78967 members 
Mstep: Class 20 contains 40677 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 182816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 18 clusters Score -1.180644e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 68456 members 
Mstep: Class 3 contains 8788 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 181977 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 87765 members 
Mstep: Class 11 contains 64074 members 
Mstep: Class 14 contains 163953 members 
Mstep: Class 15 contains 56869 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 78605 members 
Mstep: Class 20 contains 40830 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 184976 members 
Entering Unmasked Estep 
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Iteration 161Q: 18 clusters Score -1.180647e+08 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 68178 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 181802 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 87485 members 
Mstep: Class 11 contains 63660 members 
Mstep: Class 14 contains 163295 members 
Mstep: Class 15 contains 56899 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 78251 members 
Mstep: Class 20 contains 40982 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 187114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 18 clusters Score -1.18065e+08 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 67918 members 
Mstep: Class 3 contains 8801 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 181616 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 87259 members 
Mstep: Class 11 contains 63252 members 
Mstep: Class 14 contains 162598 members 
Mstep: Class 15 contains 56925 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 77950 members 
Mstep: Class 20 contains 41106 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 189200 members 
Entering Unmasked Estep 
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Iteration 163Q: 18 clusters Score -1.180652e+08 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 67660 members 
Mstep: Class 3 contains 8809 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 181562 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 87003 members 
Mstep: Class 11 contains 62834 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 15 contains 56955 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 77613 members 
Mstep: Class 20 contains 41239 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 191112 members 
Entering Unmasked Estep 
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Iteration 164Q: 18 clusters Score -1.180653e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 67423 members 
Mstep: Class 3 contains 8820 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 181520 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 86782 members 
Mstep: Class 11 contains 62456 members 
Mstep: Class 14 contains 161518 members 
Mstep: Class 15 contains 56993 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 77299 members 
Mstep: Class 20 contains 41373 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 192795 members 
Entering Unmasked Estep 
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Iteration 165Q: 18 clusters Score -1.180651e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 67209 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 181512 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 86563 members 
Mstep: Class 11 contains 62099 members 
Mstep: Class 14 contains 161087 members 
Mstep: Class 15 contains 57027 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 77017 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 194280 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 18 clusters Score -1.180652e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 67011 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 181502 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 86346 members 
Mstep: Class 11 contains 61756 members 
Mstep: Class 14 contains 160690 members 
Mstep: Class 15 contains 57045 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 76755 members 
Mstep: Class 20 contains 41636 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 195724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 18 clusters Score -1.180658e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 66829 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 181537 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 86153 members 
Mstep: Class 11 contains 61369 members 
Mstep: Class 14 contains 160399 members 
Mstep: Class 15 contains 57067 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 76516 members 
Mstep: Class 20 contains 41754 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 196993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 18 clusters Score -1.180656e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 66671 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 181601 members 
Mstep: Class 6 contains 19278 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85947 members 
Mstep: Class 11 contains 60996 members 
Mstep: Class 14 contains 160159 members 
Mstep: Class 15 contains 57092 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 76317 members 
Mstep: Class 20 contains 41886 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 198072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 18 clusters Score -1.180657e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 66516 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 181660 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85757 members 
Mstep: Class 11 contains 60634 members 
Mstep: Class 14 contains 160134 members 
Mstep: Class 15 contains 57104 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 76114 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 198914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064880.000000 Penalty: 58326.246094
Iteration 170Q: 18 clusters Score -1.180649e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 66381 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 181749 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85569 members 
Mstep: Class 11 contains 60332 members 
Mstep: Class 14 contains 160199 members 
Mstep: Class 15 contains 57124 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 75955 members 
Mstep: Class 20 contains 42107 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 199537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065192.000000 Penalty: 58326.246094
Iteration 171Q: 18 clusters Score -1.180652e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 66263 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 181844 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85406 members 
Mstep: Class 11 contains 60038 members 
Mstep: Class 14 contains 160345 members 
Mstep: Class 15 contains 57144 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 75805 members 
Mstep: Class 20 contains 42163 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 200018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118065096.000000 Penalty: 58326.246094
Iteration 172Q: 18 clusters Score -1.180651e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 66175 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 181992 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85248 members 
Mstep: Class 11 contains 59790 members 
Mstep: Class 14 contains 160556 members 
Mstep: Class 15 contains 57163 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 75675 members 
Mstep: Class 20 contains 42228 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 200283 members 
Entering Unmasked Estep 
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Iteration 173Q: 18 clusters Score -1.180651e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 66087 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 2559 members 
Mstep: Class 5 contains 182189 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85120 members 
Mstep: Class 11 contains 59580 members 
Mstep: Class 14 contains 160791 members 
Mstep: Class 15 contains 57193 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 75550 members 
Mstep: Class 20 contains 42260 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 200412 members 
Entering Unmasked Estep 
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Iteration 174Q: 18 clusters Score -1.180652e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 66004 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 182388 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 85018 members 
Mstep: Class 11 contains 59400 members 
Mstep: Class 14 contains 161057 members 
Mstep: Class 15 contains 57227 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 75437 members 
Mstep: Class 20 contains 42264 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 200450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064968.000000 Penalty: 58326.246094
Iteration 175Q: 18 clusters Score -1.18065e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 65931 members 
Mstep: Class 3 contains 8853 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 182579 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84951 members 
Mstep: Class 11 contains 59238 members 
Mstep: Class 14 contains 161340 members 
Mstep: Class 15 contains 57242 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 75357 members 
Mstep: Class 20 contains 42257 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 200408 members 
Entering Unmasked Estep 
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Iteration 176Q: 18 clusters Score -1.180649e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 65858 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 182796 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84890 members 
Mstep: Class 11 contains 59085 members 
Mstep: Class 14 contains 161689 members 
Mstep: Class 15 contains 57259 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 75302 members 
Mstep: Class 20 contains 42257 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 200218 members 
Entering Unmasked Estep 
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Iteration 177Q: 18 clusters Score -1.180651e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 65817 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 182978 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84868 members 
Mstep: Class 11 contains 58945 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 57266 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 75249 members 
Mstep: Class 20 contains 42256 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 199998 members 
Entering Unmasked Estep 
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Iteration 178Q: 18 clusters Score -1.180651e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 65778 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 183137 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84848 members 
Mstep: Class 11 contains 58811 members 
Mstep: Class 14 contains 162438 members 
Mstep: Class 15 contains 57268 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 75208 members 
Mstep: Class 20 contains 42244 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 199744 members 
Entering Unmasked Estep 
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Iteration 179Q: 18 clusters Score -1.180648e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 65754 members 
Mstep: Class 3 contains 8852 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 183293 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84831 members 
Mstep: Class 11 contains 58692 members 
Mstep: Class 14 contains 162847 members 
Mstep: Class 15 contains 57273 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 75192 members 
Mstep: Class 20 contains 42237 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 199405 members 
Entering Unmasked Estep 
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Iteration 180F: 18 clusters Score -1.180648e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 65742 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 183461 members 
Mstep: Class 6 contains 19280 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84815 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 14 contains 163277 members 
Mstep: Class 15 contains 57271 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 75172 members 
Mstep: Class 20 contains 42223 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 199018 members 
Entering Unmasked Estep 
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Iteration 181Q: 18 clusters Score -1.180646e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 65712 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 183636 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84800 members 
Mstep: Class 11 contains 58502 members 
Mstep: Class 14 contains 163718 members 
Mstep: Class 15 contains 57278 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 75156 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 198579 members 
Entering Unmasked Estep 
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Iteration 182Q: 18 clusters Score -1.180645e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 65700 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 183803 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84793 members 
Mstep: Class 11 contains 58432 members 
Mstep: Class 14 contains 164157 members 
Mstep: Class 15 contains 57279 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 75156 members 
Mstep: Class 20 contains 42211 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 198101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064544.000000 Penalty: 58326.246094
Iteration 183Q: 18 clusters Score -1.180645e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 65679 members 
Mstep: Class 3 contains 8848 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 183989 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84756 members 
Mstep: Class 11 contains 58369 members 
Mstep: Class 14 contains 164614 members 
Mstep: Class 15 contains 57266 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 75142 members 
Mstep: Class 20 contains 42202 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 197661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064472.000000 Penalty: 58326.246094
Iteration 184Q: 18 clusters Score -1.180645e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 65661 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 184136 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84717 members 
Mstep: Class 11 contains 58321 members 
Mstep: Class 14 contains 165011 members 
Mstep: Class 15 contains 57252 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 75133 members 
Mstep: Class 20 contains 42182 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 197291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064456.000000 Penalty: 58326.246094
Iteration 185Q: 18 clusters Score -1.180645e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 65655 members 
Mstep: Class 3 contains 8846 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 184265 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84700 members 
Mstep: Class 11 contains 58275 members 
Mstep: Class 14 contains 165397 members 
Mstep: Class 15 contains 57241 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 75134 members 
Mstep: Class 20 contains 42165 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 196904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064368.000000 Penalty: 58326.246094
Iteration 186Q: 18 clusters Score -1.180644e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 65647 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 184384 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84671 members 
Mstep: Class 11 contains 58237 members 
Mstep: Class 14 contains 165768 members 
Mstep: Class 15 contains 57234 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 75135 members 
Mstep: Class 20 contains 42145 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 196541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064248.000000 Penalty: 58326.246094
Iteration 187Q: 18 clusters Score -1.180642e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 65636 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 184467 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84663 members 
Mstep: Class 11 contains 58198 members 
Mstep: Class 14 contains 166127 members 
Mstep: Class 15 contains 57230 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 75151 members 
Mstep: Class 20 contains 42130 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 196190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064136.000000 Penalty: 58326.246094
Iteration 188Q: 18 clusters Score -1.180641e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 65633 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 184518 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84651 members 
Mstep: Class 11 contains 58173 members 
Mstep: Class 14 contains 166487 members 
Mstep: Class 15 contains 57230 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 75161 members 
Mstep: Class 20 contains 42108 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 195864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064064.000000 Penalty: 58326.246094
Iteration 189Q: 18 clusters Score -1.180641e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 65626 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 184569 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84648 members 
Mstep: Class 11 contains 58140 members 
Mstep: Class 14 contains 166822 members 
Mstep: Class 15 contains 57227 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 75174 members 
Mstep: Class 20 contains 42094 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 195552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063968.000000 Penalty: 58326.246094
Iteration 190Q: 18 clusters Score -1.18064e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 65624 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184610 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84653 members 
Mstep: Class 11 contains 58119 members 
Mstep: Class 14 contains 167107 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 75181 members 
Mstep: Class 20 contains 42078 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 195267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118064032.000000 Penalty: 58326.246094
Iteration 191Q: 18 clusters Score -1.18064e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 65619 members 
Mstep: Class 3 contains 8844 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184648 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84661 members 
Mstep: Class 11 contains 58094 members 
Mstep: Class 14 contains 167385 members 
Mstep: Class 15 contains 57224 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 75182 members 
Mstep: Class 20 contains 42058 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 195013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063936.000000 Penalty: 58326.246094
Iteration 192Q: 18 clusters Score -1.180639e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 65599 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184690 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84661 members 
Mstep: Class 11 contains 58055 members 
Mstep: Class 14 contains 167677 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 75181 members 
Mstep: Class 20 contains 42046 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 194763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063840.000000 Penalty: 58326.246094
Iteration 193Q: 18 clusters Score -1.180638e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 65590 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184706 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84671 members 
Mstep: Class 11 contains 58024 members 
Mstep: Class 14 contains 167946 members 
Mstep: Class 15 contains 57221 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 75184 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 194537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063824.000000 Penalty: 58326.246094
Iteration 194Q: 18 clusters Score -1.180638e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 65575 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184713 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 11 contains 58010 members 
Mstep: Class 14 contains 168181 members 
Mstep: Class 15 contains 57224 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 75180 members 
Mstep: Class 20 contains 42035 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 194343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063800.000000 Penalty: 58326.246094
Iteration 195Q: 18 clusters Score -1.180638e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 65571 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184736 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84689 members 
Mstep: Class 11 contains 58006 members 
Mstep: Class 14 contains 168375 members 
Mstep: Class 15 contains 57226 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 75163 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 194165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063744.000000 Penalty: 58326.246094
Iteration 196Q: 18 clusters Score -1.180637e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 65563 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 184747 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 11 contains 57988 members 
Mstep: Class 14 contains 168569 members 
Mstep: Class 15 contains 57229 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 75161 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063680.000000 Penalty: 58326.246094
Iteration 197Q: 18 clusters Score -1.180637e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 65568 members 
Mstep: Class 3 contains 8843 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 184762 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 11 contains 57972 members 
Mstep: Class 14 contains 168744 members 
Mstep: Class 15 contains 57227 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 75181 members 
Mstep: Class 20 contains 41997 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063448.000000 Penalty: 58326.246094
Iteration 198Q: 18 clusters Score -1.180634e+08 nChanged 570
Entering ConstructFrom: 
Score: -118063448.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (47101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Entering Unmasked Estep 
Score: -5631319.500000 Penalty: 2668.492432
	Iteration 0F: 2 clusters Score -5631320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5599594.500000 Penalty: 5336.984863
	Iteration 0F: 3 clusters Score -5599594 nChanged 21686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5611311.000000 Penalty: 5336.984863
	Iteration 1F: 3 clusters Score -5611311 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -5611806.500000 Penalty: 5336.984863
	Iteration 2Q: 3 clusters Score -5611806 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5612239.000000 Penalty: 5336.984863
	Iteration 3Q: 3 clusters Score -5612239 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5612660.000000 Penalty: 5336.984863
	Iteration 4Q: 3 clusters Score -5612660 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5613064.500000 Penalty: 5336.984863
	Iteration 5Q: 3 clusters Score -5613064 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5613590.500000 Penalty: 5336.984863
	Iteration 6Q: 3 clusters Score -5613590 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5614290.500000 Penalty: 5336.984863
	Iteration 7Q: 3 clusters Score -5614290 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5615237.500000 Penalty: 5336.984863
	Iteration 8Q: 3 clusters Score -5615238 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -5616588.500000 Penalty: 5336.984863
	Iteration 9F: 3 clusters Score -5616588 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5618359.500000 Penalty: 5336.984863
	Iteration 10F: 3 clusters Score -5618360 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -5620941.000000 Penalty: 5336.984863
	Iteration 11F: 3 clusters Score -5620941 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5623443.000000 Penalty: 5336.984863
	Iteration 12F: 3 clusters Score -5623443 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -5624905.500000 Penalty: 5336.984863
	Iteration 13Q: 3 clusters Score -5624906 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -5625406.000000 Penalty: 5336.984863
	Iteration 14Q: 3 clusters Score -5625406 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -5625585.000000 Penalty: 5336.984863
	Iteration 15Q: 3 clusters Score -5625585 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5625723.500000 Penalty: 5336.984863
	Iteration 16Q: 3 clusters Score -5625724 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -5625813.500000 Penalty: 5336.984863
	Iteration 17Q: 3 clusters Score -5625814 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5625910.500000 Penalty: 5336.984863
	Iteration 18Q: 3 clusters Score -5625910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -5625994.500000 Penalty: 5336.984863
	Iteration 19Q: 3 clusters Score -5625994 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5626062.500000 Penalty: 5336.984863
	Iteration 20F: 3 clusters Score -5626062 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -5626140.500000 Penalty: 5336.984863
	Iteration 21Q: 3 clusters Score -5626140 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5626187.000000 Penalty: 5336.984863
	Iteration 22Q: 3 clusters Score -5626187 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -5626235.000000 Penalty: 5336.984863
	Iteration 23Q: 3 clusters Score -5626235 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5626282.000000 Penalty: 5336.984863
	Iteration 24Q: 3 clusters Score -5626282 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -5626317.500000 Penalty: 5336.984863
	Iteration 25Q: 3 clusters Score -5626318 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5626374.500000 Penalty: 5336.984863
	Iteration 26Q: 3 clusters Score -5626374 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5626443.500000 Penalty: 5336.984863
	Iteration 27Q: 3 clusters Score -5626444 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5626490.500000 Penalty: 5336.984863
	Iteration 28Q: 3 clusters Score -5626490 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5626550.000000 Penalty: 5336.984863
	Iteration 29Q: 3 clusters Score -5626550 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -5626583.000000 Penalty: 5336.984863
	Iteration 30Q: 3 clusters Score -5626583 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5626651.500000 Penalty: 5336.984863
	Iteration 31Q: 3 clusters Score -5626652 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -5626710.500000 Penalty: 5336.984863
	Iteration 32Q: 3 clusters Score -5626710 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5626745.500000 Penalty: 5336.984863
	Iteration 33Q: 3 clusters Score -5626746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5626812.000000 Penalty: 5336.984863
	Iteration 34Q: 3 clusters Score -5626812 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5626874.000000 Penalty: 5336.984863
	Iteration 35Q: 3 clusters Score -5626874 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5626939.500000 Penalty: 5336.984863
	Iteration 36Q: 3 clusters Score -5626940 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -5627000.500000 Penalty: 5336.984863
	Iteration 37Q: 3 clusters Score -5627000 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5627086.500000 Penalty: 5336.984863
	Iteration 38Q: 3 clusters Score -5627086 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5627214.000000 Penalty: 5336.984863
	Iteration 39Q: 3 clusters Score -5627214 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5627332.000000 Penalty: 5336.984863
	Iteration 40F: 3 clusters Score -5627332 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5627410.500000 Penalty: 5336.984863
	Iteration 41Q: 3 clusters Score -5627410 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5627503.000000 Penalty: 5336.984863
	Iteration 42Q: 3 clusters Score -5627503 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5627578.500000 Penalty: 5336.984863
	Iteration 43Q: 3 clusters Score -5627578 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5627658.500000 Penalty: 5336.984863
	Iteration 44Q: 3 clusters Score -5627658 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5627733.500000 Penalty: 5336.984863
	Iteration 45Q: 3 clusters Score -5627734 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5627828.500000 Penalty: 5336.984863
	Iteration 46Q: 3 clusters Score -5627828 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5627884.000000 Penalty: 5336.984863
	Iteration 47Q: 3 clusters Score -5627884 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -5627953.000000 Penalty: 5336.984863
	Iteration 48Q: 3 clusters Score -5627953 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5628048.000000 Penalty: 5336.984863
	Iteration 49Q: 3 clusters Score -5628048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -5628116.000000 Penalty: 5336.984863
	Iteration 50Q: 3 clusters Score -5628116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5628195.500000 Penalty: 5336.984863
	Iteration 51Q: 3 clusters Score -5628196 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5628274.000000 Penalty: 5336.984863
	Iteration 52Q: 3 clusters Score -5628274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5628327.500000 Penalty: 5336.984863
	Iteration 53Q: 3 clusters Score -5628328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5628381.500000 Penalty: 5336.984863
	Iteration 54Q: 3 clusters Score -5628382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5628416.000000 Penalty: 5336.984863
	Iteration 55Q: 3 clusters Score -5628416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5628473.500000 Penalty: 5336.984863
	Iteration 56Q: 3 clusters Score -5628474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5628506.000000 Penalty: 5336.984863
	Iteration 57Q: 3 clusters Score -5628506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5628545.000000 Penalty: 5336.984863
	Iteration 58Q: 3 clusters Score -5628545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5628582.500000 Penalty: 5336.984863
	Iteration 59Q: 3 clusters Score -5628582 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5628620.000000 Penalty: 5336.984863
	Iteration 60F: 3 clusters Score -5628620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5628665.500000 Penalty: 5336.984863
	Iteration 61Q: 3 clusters Score -5628666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -5628686.000000 Penalty: 5336.984863
	Iteration 62Q: 3 clusters Score -5628686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5628738.000000 Penalty: 5336.984863
	Iteration 63Q: 3 clusters Score -5628738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -5628785.000000 Penalty: 5336.984863
	Iteration 64Q: 3 clusters Score -5628785 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5628806.000000 Penalty: 5336.984863
	Iteration 65Q: 3 clusters Score -5628806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5628848.000000 Penalty: 5336.984863
	Iteration 66Q: 3 clusters Score -5628848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5628841.500000 Penalty: 5336.984863
	Iteration 67Q: 3 clusters Score -5628842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5628873.500000 Penalty: 5336.984863
	Iteration 68Q: 3 clusters Score -5628874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5628876.000000 Penalty: 5336.984863
	Iteration 69Q: 3 clusters Score -5628876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -5628890.500000 Penalty: 5336.984863
	Iteration 70Q: 3 clusters Score -5628890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5628890.500000 Penalty: 5336.984863
	Iteration 71Q: 3 clusters Score -5628890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5628913.500000 Penalty: 5336.984863
	Iteration 72Q: 3 clusters Score -5628914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -5628918.000000 Penalty: 5336.984863
	Iteration 73Q: 3 clusters Score -5628918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -5628935.500000 Penalty: 5336.984863
	Iteration 74Q: 3 clusters Score -5628936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -5628942.500000 Penalty: 5336.984863
	Iteration 75Q: 3 clusters Score -5628942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5628954.500000 Penalty: 5336.984863
	Iteration 76Q: 3 clusters Score -5628954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -5628959.500000 Penalty: 5336.984863
	Iteration 77Q: 3 clusters Score -5628960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5628965.000000 Penalty: 5336.984863
	Iteration 78Q: 3 clusters Score -5628965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5628979.500000 Penalty: 5336.984863
	Iteration 79Q: 3 clusters Score -5628980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -5629000.000000 Penalty: 5336.984863
	Iteration 80F: 3 clusters Score -5629000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5629005.500000 Penalty: 5336.984863
	Iteration 81Q: 3 clusters Score -5629006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5629007.000000 Penalty: 5336.984863
	Iteration 82Q: 3 clusters Score -5629007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -5629017.000000 Penalty: 5336.984863
	Iteration 83Q: 3 clusters Score -5629017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5629026.000000 Penalty: 5336.984863
	Iteration 84Q: 3 clusters Score -5629026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -5629021.500000 Penalty: 5336.984863
	Iteration 85Q: 3 clusters Score -5629022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -5629031.000000 Penalty: 5336.984863
	Iteration 86Q: 3 clusters Score -5629031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5629034.000000 Penalty: 5336.984863
	Iteration 87Q: 3 clusters Score -5629034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -5629036.500000 Penalty: 5336.984863
	Iteration 88Q: 3 clusters Score -5629036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -5629034.500000 Penalty: 5336.984863
	Iteration 89Q: 3 clusters Score -5629034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5629034.500000 Penalty: 5336.984863
	Iteration 90Q: 3 clusters Score -5629034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -5629033.000000 Penalty: 5336.984863
	Iteration 91Q: 3 clusters Score -5629033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5629028.500000 Penalty: 5336.984863
	Iteration 92Q: 3 clusters Score -5629028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5629028.500000 Penalty: 5336.984863
	Iteration 93Q: 3 clusters Score -5629028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5629037.000000 Penalty: 5336.984863
	Iteration 94Q: 3 clusters Score -5629037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5629040.000000 Penalty: 5336.984863
	Iteration 95Q: 3 clusters Score -5629040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -5629054.500000 Penalty: 5336.984863
	Iteration 96Q: 3 clusters Score -5629054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5629055.500000 Penalty: 5336.984863
	Iteration 97Q: 3 clusters Score -5629056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5629065.500000 Penalty: 5336.984863
	Iteration 98Q: 3 clusters Score -5629066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -5629074.500000 Penalty: 5336.984863
	Iteration 99Q: 3 clusters Score -5629074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5629075.500000 Penalty: 5336.984863
	Iteration 100F: 3 clusters Score -5629076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5629075.500000 Penalty: 5336.984863
	Iteration 101Q: 3 clusters Score -5629076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5629072.000000 Penalty: 5336.984863
	Iteration 102Q: 3 clusters Score -5629072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5629074.500000 Penalty: 5336.984863
	Iteration 103Q: 3 clusters Score -5629074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5629074.500000 Penalty: 5336.984863
	Iteration 104F: 3 clusters Score -5629074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Entering Unmasked Estep 
Score: -7803500.000000 Penalty: 2750.529053
	Iteration 0F: 2 clusters Score -7803500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -7759529.000000 Penalty: 5501.058105
	Iteration 0F: 3 clusters Score -7759529 nChanged 30482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7776972.500000 Penalty: 5501.058105
	Iteration 1F: 3 clusters Score -7776972 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7777849.500000 Penalty: 5501.058105
	Iteration 2Q: 3 clusters Score -7777850 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -7778855.000000 Penalty: 5501.058105
	Iteration 3Q: 3 clusters Score -7778855 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7780180.500000 Penalty: 5501.058105
	Iteration 4Q: 3 clusters Score -7780180 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -7782134.500000 Penalty: 5501.058105
	Iteration 5F: 3 clusters Score -7782134 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -7785190.000000 Penalty: 5501.058105
	Iteration 6F: 3 clusters Score -7785190 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -7789343.500000 Penalty: 5501.058105
	Iteration 7F: 3 clusters Score -7789344 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -7793524.500000 Penalty: 5501.058105
	Iteration 8F: 3 clusters Score -7793524 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -7796518.000000 Penalty: 5501.058105
	Iteration 9F: 3 clusters Score -7796518 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -7798106.500000 Penalty: 5501.058105
	Iteration 10Q: 3 clusters Score -7798106 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -7798937.500000 Penalty: 5501.058105
	Iteration 11Q: 3 clusters Score -7798938 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -7799465.000000 Penalty: 5501.058105
	Iteration 12Q: 3 clusters Score -7799465 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -7799881.500000 Penalty: 5501.058105
	Iteration 13Q: 3 clusters Score -7799882 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -7800193.500000 Penalty: 5501.058105
	Iteration 14Q: 3 clusters Score -7800194 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -7800379.500000 Penalty: 5501.058105
	Iteration 15Q: 3 clusters Score -7800380 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7800580.000000 Penalty: 5501.058105
	Iteration 16Q: 3 clusters Score -7800580 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7800659.000000 Penalty: 5501.058105
	Iteration 17Q: 3 clusters Score -7800659 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -7800754.500000 Penalty: 5501.058105
	Iteration 18Q: 3 clusters Score -7800754 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -7800889.000000 Penalty: 5501.058105
	Iteration 19Q: 3 clusters Score -7800889 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -7800974.000000 Penalty: 5501.058105
	Iteration 20F: 3 clusters Score -7800974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7801047.500000 Penalty: 5501.058105
	Iteration 21Q: 3 clusters Score -7801048 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -7801127.000000 Penalty: 5501.058105
	Iteration 22Q: 3 clusters Score -7801127 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -7801187.000000 Penalty: 5501.058105
	Iteration 23Q: 3 clusters Score -7801187 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7801261.000000 Penalty: 5501.058105
	Iteration 24Q: 3 clusters Score -7801261 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7801311.500000 Penalty: 5501.058105
	Iteration 25Q: 3 clusters Score -7801312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7801336.500000 Penalty: 5501.058105
	Iteration 26Q: 3 clusters Score -7801336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7801376.000000 Penalty: 5501.058105
	Iteration 27Q: 3 clusters Score -7801376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7801375.500000 Penalty: 5501.058105
	Iteration 28Q: 3 clusters Score -7801376 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7801393.000000 Penalty: 5501.058105
	Iteration 29Q: 3 clusters Score -7801393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7801401.000000 Penalty: 5501.058105
	Iteration 30Q: 3 clusters Score -7801401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7801421.500000 Penalty: 5501.058105
	Iteration 31Q: 3 clusters Score -7801422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7801431.500000 Penalty: 5501.058105
	Iteration 32Q: 3 clusters Score -7801432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7801458.000000 Penalty: 5501.058105
	Iteration 33Q: 3 clusters Score -7801458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7801470.500000 Penalty: 5501.058105
	Iteration 34Q: 3 clusters Score -7801470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7801483.500000 Penalty: 5501.058105
	Iteration 35Q: 3 clusters Score -7801484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7801489.500000 Penalty: 5501.058105
	Iteration 36Q: 3 clusters Score -7801490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7801486.500000 Penalty: 5501.058105
	Iteration 37Q: 3 clusters Score -7801486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7801504.000000 Penalty: 5501.058105
	Iteration 38Q: 3 clusters Score -7801504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7801516.000000 Penalty: 5501.058105
	Iteration 39Q: 3 clusters Score -7801516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7801540.500000 Penalty: 5501.058105
	Iteration 40F: 3 clusters Score -7801540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7801561.500000 Penalty: 5501.058105
	Iteration 41Q: 3 clusters Score -7801562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7801547.500000 Penalty: 5501.058105
	Iteration 42Q: 3 clusters Score -7801548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7801553.500000 Penalty: 5501.058105
	Iteration 43Q: 3 clusters Score -7801554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7801568.000000 Penalty: 5501.058105
	Iteration 44Q: 3 clusters Score -7801568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7801570.000000 Penalty: 5501.058105
	Iteration 45Q: 3 clusters Score -7801570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7801572.500000 Penalty: 5501.058105
	Iteration 46Q: 3 clusters Score -7801572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7801568.500000 Penalty: 5501.058105
	Iteration 47Q: 3 clusters Score -7801568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7801572.500000 Penalty: 5501.058105
	Iteration 48Q: 3 clusters Score -7801572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7801571.000000 Penalty: 5501.058105
	Iteration 49Q: 3 clusters Score -7801571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7801570.000000 Penalty: 5501.058105
	Iteration 50Q: 3 clusters Score -7801570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7801574.500000 Penalty: 5501.058105
	Iteration 51Q: 3 clusters Score -7801574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7801574.000000 Penalty: 5501.058105
	Iteration 52Q: 3 clusters Score -7801574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7801585.500000 Penalty: 5501.058105
	Iteration 53Q: 3 clusters Score -7801586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7801587.500000 Penalty: 5501.058105
	Iteration 54Q: 3 clusters Score -7801588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7801594.000000 Penalty: 5501.058105
	Iteration 55Q: 3 clusters Score -7801594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7801588.000000 Penalty: 5501.058105
	Iteration 56Q: 3 clusters Score -7801588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7801595.500000 Penalty: 5501.058105
	Iteration 57Q: 3 clusters Score -7801596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7801591.500000 Penalty: 5501.058105
	Iteration 58Q: 3 clusters Score -7801592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7801588.500000 Penalty: 5501.058105
	Iteration 59Q: 3 clusters Score -7801588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7801603.500000 Penalty: 5501.058105
	Iteration 60F: 3 clusters Score -7801604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7801602.500000 Penalty: 5501.058105
	Iteration 61Q: 3 clusters Score -7801602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7801601.000000 Penalty: 5501.058105
	Iteration 62Q: 3 clusters Score -7801601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7801600.000000 Penalty: 5501.058105
	Iteration 63Q: 3 clusters Score -7801600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7801599.000000 Penalty: 5501.058105
	Iteration 64Q: 3 clusters Score -7801599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7801607.500000 Penalty: 5501.058105
	Iteration 65Q: 3 clusters Score -7801608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7801607.000000 Penalty: 5501.058105
	Iteration 66Q: 3 clusters Score -7801607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7801604.000000 Penalty: 5501.058105
	Iteration 67Q: 3 clusters Score -7801604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7801618.500000 Penalty: 5501.058105
	Iteration 68Q: 3 clusters Score -7801618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7801624.500000 Penalty: 5501.058105
	Iteration 69Q: 3 clusters Score -7801624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7801612.000000 Penalty: 5501.058105
	Iteration 70Q: 3 clusters Score -7801612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7801623.500000 Penalty: 5501.058105
	Iteration 71Q: 3 clusters Score -7801624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7801615.000000 Penalty: 5501.058105
	Iteration 72Q: 3 clusters Score -7801615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7801619.500000 Penalty: 5501.058105
	Iteration 73Q: 3 clusters Score -7801620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7801620.000000 Penalty: 5501.058105
	Iteration 74Q: 3 clusters Score -7801620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7801623.500000 Penalty: 5501.058105
	Iteration 75Q: 3 clusters Score -7801624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7801620.500000 Penalty: 5501.058105
	Iteration 76Q: 3 clusters Score -7801620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7801620.000000 Penalty: 5501.058105
	Iteration 77Q: 3 clusters Score -7801620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7801620.000000 Penalty: 5501.058105
	Iteration 78Q: 3 clusters Score -7801620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7801629.500000 Penalty: 5501.058105
	Iteration 79Q: 3 clusters Score -7801630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7801628.000000 Penalty: 5501.058105
	Iteration 80F: 3 clusters Score -7801628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7801627.500000 Penalty: 5501.058105
	Iteration 81Q: 3 clusters Score -7801628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7801624.500000 Penalty: 5501.058105
	Iteration 82Q: 3 clusters Score -7801624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7801624.500000 Penalty: 5501.058105
	Iteration 83F: 3 clusters Score -7801624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1029513.625000 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -1029514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1022595.125000 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -1022595 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1024565.125000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -1024565 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1024819.062500 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -1024819 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1024992.062500 Penalty: 4507.285156
	Iteration 3Q: 3 clusters Score -1024992 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1025136.125000 Penalty: 4507.285156
	Iteration 4Q: 3 clusters Score -1025136 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1025267.875000 Penalty: 4507.285156
	Iteration 5Q: 3 clusters Score -1025268 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1025390.812500 Penalty: 4507.285156
	Iteration 6Q: 3 clusters Score -1025391 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1025487.312500 Penalty: 4507.285156
	Iteration 7Q: 3 clusters Score -1025487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1025597.250000 Penalty: 4507.285156
	Iteration 8Q: 3 clusters Score -1025597 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1025724.562500 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -1025725 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1025829.812500 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -1025830 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1025923.500000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -1025924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1026018.437500 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -1026018 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1026092.312500 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -1026092 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1026159.125000 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -1026159 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1026225.312500 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -1026225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1026286.625000 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -1026287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1026349.437500 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -1026349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1026418.625000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -1026419 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1026485.625000 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -1026486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1026552.437500 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -1026552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1026613.937500 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -1026614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1026664.500000 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -1026664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1026715.625000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -1026716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1026768.812500 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -1026769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1026816.000000 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -1026816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1026850.812500 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -1026851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1026888.687500 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -1026889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1026921.750000 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -1026922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1026954.437500 Penalty: 4507.285156
	Iteration 29Q: 3 clusters Score -1026954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1026984.187500 Penalty: 4507.285156
	Iteration 30Q: 3 clusters Score -1026984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1027013.187500 Penalty: 4507.285156
	Iteration 31Q: 3 clusters Score -1027013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1027034.625000 Penalty: 4507.285156
	Iteration 32Q: 3 clusters Score -1027035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1027062.000000 Penalty: 4507.285156
	Iteration 33Q: 3 clusters Score -1027062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1027091.500000 Penalty: 4507.285156
	Iteration 34Q: 3 clusters Score -1027092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1027120.500000 Penalty: 4507.285156
	Iteration 35Q: 3 clusters Score -1027120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1027151.812500 Penalty: 4507.285156
	Iteration 36Q: 3 clusters Score -1027152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1027173.000000 Penalty: 4507.285156
	Iteration 37Q: 3 clusters Score -1027173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1027189.375000 Penalty: 4507.285156
	Iteration 38Q: 3 clusters Score -1027189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1027205.000000 Penalty: 4507.285156
	Iteration 39Q: 3 clusters Score -1027205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1027221.625000 Penalty: 4507.285156
	Iteration 40F: 3 clusters Score -1027222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1027231.375000 Penalty: 4507.285156
	Iteration 41Q: 3 clusters Score -1027231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1027250.500000 Penalty: 4507.285156
	Iteration 42Q: 3 clusters Score -1027250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1027269.875000 Penalty: 4507.285156
	Iteration 43Q: 3 clusters Score -1027270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1027289.500000 Penalty: 4507.285156
	Iteration 44Q: 3 clusters Score -1027290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1027305.125000 Penalty: 4507.285156
	Iteration 45Q: 3 clusters Score -1027305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1027323.437500 Penalty: 4507.285156
	Iteration 46Q: 3 clusters Score -1027323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1027345.187500 Penalty: 4507.285156
	Iteration 47Q: 3 clusters Score -1027345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1027359.937500 Penalty: 4507.285156
	Iteration 48Q: 3 clusters Score -1027360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1027376.125000 Penalty: 4507.285156
	Iteration 49Q: 3 clusters Score -1027376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1027386.500000 Penalty: 4507.285156
	Iteration 50Q: 3 clusters Score -1027386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1027393.125000 Penalty: 4507.285156
	Iteration 51Q: 3 clusters Score -1027393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1027402.750000 Penalty: 4507.285156
	Iteration 52Q: 3 clusters Score -1027403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1027414.375000 Penalty: 4507.285156
	Iteration 53Q: 3 clusters Score -1027414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1027423.500000 Penalty: 4507.285156
	Iteration 54Q: 3 clusters Score -1027424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1027430.625000 Penalty: 4507.285156
	Iteration 55Q: 3 clusters Score -1027431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1027437.250000 Penalty: 4507.285156
	Iteration 56Q: 3 clusters Score -1027437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1027446.875000 Penalty: 4507.285156
	Iteration 57Q: 3 clusters Score -1027447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1027455.000000 Penalty: 4507.285156
	Iteration 58Q: 3 clusters Score -1027455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1027462.812500 Penalty: 4507.285156
	Iteration 59Q: 3 clusters Score -1027463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1027469.625000 Penalty: 4507.285156
	Iteration 60F: 3 clusters Score -1027470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1027478.250000 Penalty: 4507.285156
	Iteration 61Q: 3 clusters Score -1027478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1027484.937500 Penalty: 4507.285156
	Iteration 62Q: 3 clusters Score -1027485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1027490.250000 Penalty: 4507.285156
	Iteration 63Q: 3 clusters Score -1027490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1027496.937500 Penalty: 4507.285156
	Iteration 64Q: 3 clusters Score -1027497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1027506.312500 Penalty: 4507.285156
	Iteration 65Q: 3 clusters Score -1027506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1027507.437500 Penalty: 4507.285156
	Iteration 66Q: 3 clusters Score -1027507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1027512.250000 Penalty: 4507.285156
	Iteration 67Q: 3 clusters Score -1027512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1027517.562500 Penalty: 4507.285156
	Iteration 68Q: 3 clusters Score -1027518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1027523.937500 Penalty: 4507.285156
	Iteration 69Q: 3 clusters Score -1027524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1027531.937500 Penalty: 4507.285156
	Iteration 70Q: 3 clusters Score -1027532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1027540.000000 Penalty: 4507.285156
	Iteration 71Q: 3 clusters Score -1027540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1027545.375000 Penalty: 4507.285156
	Iteration 72Q: 3 clusters Score -1027545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1027549.375000 Penalty: 4507.285156
	Iteration 73Q: 3 clusters Score -1027549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1027556.937500 Penalty: 4507.285156
	Iteration 74Q: 3 clusters Score -1027557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1027557.375000 Penalty: 4507.285156
	Iteration 75Q: 3 clusters Score -1027557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1027561.375000 Penalty: 4507.285156
	Iteration 76Q: 3 clusters Score -1027561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1027563.687500 Penalty: 4507.285156
	Iteration 77Q: 3 clusters Score -1027564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1027565.437500 Penalty: 4507.285156
	Iteration 78Q: 3 clusters Score -1027565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1027566.437500 Penalty: 4507.285156
	Iteration 79Q: 3 clusters Score -1027566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1027568.125000 Penalty: 4507.285156
	Iteration 80F: 3 clusters Score -1027568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1027568.125000 Penalty: 4507.285156
	Iteration 81Q: 3 clusters Score -1027568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1027570.000000 Penalty: 4507.285156
	Iteration 82Q: 3 clusters Score -1027570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1027570.937500 Penalty: 4507.285156
	Iteration 83Q: 3 clusters Score -1027571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1027573.437500 Penalty: 4507.285156
	Iteration 84Q: 3 clusters Score -1027573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1027573.187500 Penalty: 4507.285156
	Iteration 85Q: 3 clusters Score -1027573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1027575.812500 Penalty: 4507.285156
	Iteration 86Q: 3 clusters Score -1027576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1027577.250000 Penalty: 4507.285156
	Iteration 87Q: 3 clusters Score -1027577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1027581.875000 Penalty: 4507.285156
	Iteration 88Q: 3 clusters Score -1027582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1027583.937500 Penalty: 4507.285156
	Iteration 89Q: 3 clusters Score -1027584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1027584.250000 Penalty: 4507.285156
	Iteration 90Q: 3 clusters Score -1027584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1027588.312500 Penalty: 4507.285156
	Iteration 91Q: 3 clusters Score -1027588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1027590.812500 Penalty: 4507.285156
	Iteration 92Q: 3 clusters Score -1027591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1027589.500000 Penalty: 4507.285156
	Iteration 93Q: 3 clusters Score -1027590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1027591.375000 Penalty: 4507.285156
	Iteration 94Q: 3 clusters Score -1027591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1027589.937500 Penalty: 4507.285156
	Iteration 95Q: 3 clusters Score -1027590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1027589.125000 Penalty: 4507.285156
	Iteration 96Q: 3 clusters Score -1027589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1027589.125000 Penalty: 4507.285156
	Iteration 97F: 3 clusters Score -1027589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -303030.125000 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -303030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -300054.812500 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -300054.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300637.125000 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -300637.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300760.718750 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -300760.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -300838.468750 Penalty: 3893.844482
	Iteration 3Q: 3 clusters Score -300838.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -300884.281250 Penalty: 3893.844482
	Iteration 4Q: 3 clusters Score -300884.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -300918.000000 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -300918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300950.531250 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -300950.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -300973.187500 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -300973.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -300990.187500 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -300990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -301000.812500 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -301000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -301009.500000 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -301009.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -301017.000000 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -301017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -301026.593750 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -301026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301035.687500 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -301035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301042.062500 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -301042.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -301045.656250 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -301045.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -301052.125000 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -301052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301057.562500 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -301057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -301060.375000 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -301060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -301065.000000 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -301065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -301067.750000 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -301067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301069.875000 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -301069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -301071.406250 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -301071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301072.843750 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -301072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301074.875000 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -301074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301078.062500 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -301078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301080.562500 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -301080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -301087.218750 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -301087.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -301096.468750 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -301096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -301103.156250 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -301103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -301106.125000 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -301106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301107.812500 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -301107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -301109.093750 Penalty: 3893.844482
	Iteration 32Q: 3 clusters Score -301109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -301110.750000 Penalty: 3893.844482
	Iteration 33Q: 3 clusters Score -301110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -301113.468750 Penalty: 3893.844482
	Iteration 34Q: 3 clusters Score -301113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -301115.031250 Penalty: 3893.844482
	Iteration 35Q: 3 clusters Score -301115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -301115.656250 Penalty: 3893.844482
	Iteration 36Q: 3 clusters Score -301115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -301116.468750 Penalty: 3893.844482
	Iteration 37Q: 3 clusters Score -301116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -301117.062500 Penalty: 3893.844482
	Iteration 38Q: 3 clusters Score -301117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -301116.906250 Penalty: 3893.844482
	Iteration 39Q: 3 clusters Score -301116.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -301117.312500 Penalty: 3893.844482
	Iteration 40F: 3 clusters Score -301117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184786 members 
Entering Unmasked Estep 
Score: -21950666.000000 Penalty: 3007.484619
	Iteration 0F: 2 clusters Score -2.195067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -21838428.000000 Penalty: 6014.969238
	Iteration 0F: 3 clusters Score -2.183843e+07 nChanged 88464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -21889512.000000 Penalty: 6014.969238
	Iteration 1F: 3 clusters Score -2.188951e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -21890390.000000 Penalty: 6014.969238
	Iteration 2Q: 3 clusters Score -2.189039e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 90130 members 
Entering Unmasked Estep 
Score: -21891224.000000 Penalty: 6014.969238
	Iteration 3Q: 3 clusters Score -2.189122e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -21892352.000000 Penalty: 6014.969238
	Iteration 4Q: 3 clusters Score -2.189235e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -21893808.000000 Penalty: 6014.969238
	Iteration 5Q: 3 clusters Score -2.189381e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -21895534.000000 Penalty: 6014.969238
	Iteration 6Q: 3 clusters Score -2.189553e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -21898332.000000 Penalty: 6014.969238
	Iteration 7Q: 3 clusters Score -2.189833e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -21902462.000000 Penalty: 6014.969238
	Iteration 8Q: 3 clusters Score -2.190246e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -21909022.000000 Penalty: 6014.969238
	Iteration 9F: 3 clusters Score -2.190902e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -21917808.000000 Penalty: 6014.969238
	Iteration 10F: 3 clusters Score -2.191781e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -21926494.000000 Penalty: 6014.969238
	Iteration 11F: 3 clusters Score -2.192649e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -21932870.000000 Penalty: 6014.969238
	Iteration 12F: 3 clusters Score -2.193287e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133221 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -21935716.000000 Penalty: 6014.969238
	Iteration 13Q: 3 clusters Score -2.193572e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -21937152.000000 Penalty: 6014.969238
	Iteration 14Q: 3 clusters Score -2.193715e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138447 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -21938122.000000 Penalty: 6014.969238
	Iteration 15Q: 3 clusters Score -2.193812e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -21939018.000000 Penalty: 6014.969238
	Iteration 16Q: 3 clusters Score -2.193902e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -21939880.000000 Penalty: 6014.969238
	Iteration 17Q: 3 clusters Score -2.193988e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146669 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -21940720.000000 Penalty: 6014.969238
	Iteration 18Q: 3 clusters Score -2.194072e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -21941714.000000 Penalty: 6014.969238
	Iteration 19Q: 3 clusters Score -2.194171e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -21942598.000000 Penalty: 6014.969238
	Iteration 20F: 3 clusters Score -2.19426e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -21943508.000000 Penalty: 6014.969238
	Iteration 21Q: 3 clusters Score -2.194351e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -21944440.000000 Penalty: 6014.969238
	Iteration 22Q: 3 clusters Score -2.194444e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161973 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -21945098.000000 Penalty: 6014.969238
	Iteration 23Q: 3 clusters Score -2.19451e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164967 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -21945702.000000 Penalty: 6014.969238
	Iteration 24Q: 3 clusters Score -2.19457e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -21946074.000000 Penalty: 6014.969238
	Iteration 25Q: 3 clusters Score -2.194607e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -21946514.000000 Penalty: 6014.969238
	Iteration 26Q: 3 clusters Score -2.194651e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172835 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -21946930.000000 Penalty: 6014.969238
	Iteration 27Q: 3 clusters Score -2.194693e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174875 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -21947098.000000 Penalty: 6014.969238
	Iteration 28Q: 3 clusters Score -2.19471e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -21947306.000000 Penalty: 6014.969238
	Iteration 29Q: 3 clusters Score -2.194731e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -21947464.000000 Penalty: 6014.969238
	Iteration 30Q: 3 clusters Score -2.194746e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -21947560.000000 Penalty: 6014.969238
	Iteration 31Q: 3 clusters Score -2.194756e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180153 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -21947582.000000 Penalty: 6014.969238
	Iteration 32Q: 3 clusters Score -2.194758e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180885 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -21947662.000000 Penalty: 6014.969238
	Iteration 33Q: 3 clusters Score -2.194766e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181482 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -21947716.000000 Penalty: 6014.969238
	Iteration 34Q: 3 clusters Score -2.194772e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181928 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -21947802.000000 Penalty: 6014.969238
	Iteration 35Q: 3 clusters Score -2.19478e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -21947828.000000 Penalty: 6014.969238
	Iteration 36Q: 3 clusters Score -2.194783e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21947942.000000 Penalty: 6014.969238
	Iteration 37Q: 3 clusters Score -2.194794e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182784 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21947974.000000 Penalty: 6014.969238
	Iteration 38Q: 3 clusters Score -2.194797e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21948002.000000 Penalty: 6014.969238
	Iteration 39Q: 3 clusters Score -2.1948e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21948040.000000 Penalty: 6014.969238
	Iteration 40F: 3 clusters Score -2.194804e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21948034.000000 Penalty: 6014.969238
	Iteration 41Q: 3 clusters Score -2.194803e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183297 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -21948080.000000 Penalty: 6014.969238
	Iteration 42Q: 3 clusters Score -2.194808e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183348 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21948104.000000 Penalty: 6014.969238
	Iteration 43Q: 3 clusters Score -2.19481e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183395 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21948130.000000 Penalty: 6014.969238
	Iteration 44Q: 3 clusters Score -2.194813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183438 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21948120.000000 Penalty: 6014.969238
	Iteration 45Q: 3 clusters Score -2.194812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183481 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21948146.000000 Penalty: 6014.969238
	Iteration 46Q: 3 clusters Score -2.194815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183517 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21948176.000000 Penalty: 6014.969238
	Iteration 47Q: 3 clusters Score -2.194818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183555 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -21948200.000000 Penalty: 6014.969238
	Iteration 48Q: 3 clusters Score -2.19482e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183592 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21948190.000000 Penalty: 6014.969238
	Iteration 49Q: 3 clusters Score -2.194819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183624 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21948208.000000 Penalty: 6014.969238
	Iteration 50Q: 3 clusters Score -2.194821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183650 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21948232.000000 Penalty: 6014.969238
	Iteration 51Q: 3 clusters Score -2.194823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21948230.000000 Penalty: 6014.969238
	Iteration 52Q: 3 clusters Score -2.194823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183706 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21948264.000000 Penalty: 6014.969238
	Iteration 53Q: 3 clusters Score -2.194826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183725 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21948294.000000 Penalty: 6014.969238
	Iteration 54Q: 3 clusters Score -2.194829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183737 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21948300.000000 Penalty: 6014.969238
	Iteration 55Q: 3 clusters Score -2.19483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183741 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21948306.000000 Penalty: 6014.969238
	Iteration 56Q: 3 clusters Score -2.194831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21948314.000000 Penalty: 6014.969238
	Iteration 57Q: 3 clusters Score -2.194831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21948292.000000 Penalty: 6014.969238
	Iteration 58Q: 3 clusters Score -2.194829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183780 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21948314.000000 Penalty: 6014.969238
	Iteration 59Q: 3 clusters Score -2.194831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183794 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21948338.000000 Penalty: 6014.969238
	Iteration 60F: 3 clusters Score -2.194834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21948324.000000 Penalty: 6014.969238
	Iteration 61Q: 3 clusters Score -2.194832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183815 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21948314.000000 Penalty: 6014.969238
	Iteration 62Q: 3 clusters Score -2.194831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183819 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21948314.000000 Penalty: 6014.969238
	Iteration 63Q: 3 clusters Score -2.194831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183827 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21948324.000000 Penalty: 6014.969238
	Iteration 64Q: 3 clusters Score -2.194832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183839 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21948338.000000 Penalty: 6014.969238
	Iteration 65Q: 3 clusters Score -2.194834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183847 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -21948322.000000 Penalty: 6014.969238
	Iteration 66Q: 3 clusters Score -2.194832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21948328.000000 Penalty: 6014.969238
	Iteration 67Q: 3 clusters Score -2.194833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183856 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21948352.000000 Penalty: 6014.969238
	Iteration 68Q: 3 clusters Score -2.194835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183859 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21948338.000000 Penalty: 6014.969238
	Iteration 69Q: 3 clusters Score -2.194834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21948346.000000 Penalty: 6014.969238
	Iteration 70Q: 3 clusters Score -2.194835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21948342.000000 Penalty: 6014.969238
	Iteration 71Q: 3 clusters Score -2.194834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183863 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -21948350.000000 Penalty: 6014.969238
	Iteration 72Q: 3 clusters Score -2.194835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21948338.000000 Penalty: 6014.969238
	Iteration 73Q: 3 clusters Score -2.194834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183867 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21948348.000000 Penalty: 6014.969238
	Iteration 74Q: 3 clusters Score -2.194835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183868 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21948344.000000 Penalty: 6014.969238
	Iteration 75Q: 3 clusters Score -2.194834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183869 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21948330.000000 Penalty: 6014.969238
	Iteration 76Q: 3 clusters Score -2.194833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21948346.000000 Penalty: 6014.969238
	Iteration 77Q: 3 clusters Score -2.194835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21948346.000000 Penalty: 6014.969238
	Iteration 78Q: 3 clusters Score -2.194835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183876 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21948332.000000 Penalty: 6014.969238
	Iteration 79Q: 3 clusters Score -2.194833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183877 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -21948332.000000 Penalty: 6014.969238
	Iteration 80F: 3 clusters Score -2.194833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21948340.000000 Penalty: 6014.969238
	Iteration 81Q: 3 clusters Score -2.194834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183878 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -21948340.000000 Penalty: 6014.969238
	Iteration 82F: 3 clusters Score -2.194834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2246016.000000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2246016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2232472.500000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2232472 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2237040.750000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2237041 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2237769.500000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2237770 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2238650.750000 Penalty: 4893.918945
	Iteration 3F: 3 clusters Score -2238651 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2239763.000000 Penalty: 4893.918945
	Iteration 4F: 3 clusters Score -2239763 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2241058.750000 Penalty: 4893.918945
	Iteration 5F: 3 clusters Score -2241059 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2242229.250000 Penalty: 4893.918945
	Iteration 6F: 3 clusters Score -2242229 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2243054.250000 Penalty: 4893.918945
	Iteration 7F: 3 clusters Score -2243054 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2243580.000000 Penalty: 4893.918945
	Iteration 8Q: 3 clusters Score -2243580 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2243890.750000 Penalty: 4893.918945
	Iteration 9Q: 3 clusters Score -2243891 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2244119.000000 Penalty: 4893.918945
	Iteration 10Q: 3 clusters Score -2244119 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2244295.000000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -2244295 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2244423.750000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -2244424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2244541.750000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2244542 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2244636.250000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2244636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2244699.250000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2244699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2244735.250000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2244735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2244771.000000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2244771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2244797.250000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2244797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2244801.000000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2244801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2244807.000000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2244807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2244820.500000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2244820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2244829.250000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2244829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2244836.500000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2244836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2244839.250000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2244839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2244843.750000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2244844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2244850.500000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2244850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2244849.750000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2244850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2244851.250000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2244851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2244850.500000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2244850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2244849.250000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2244849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2244851.250000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2244851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2244848.750000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -2244849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2244850.000000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -2244850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2244848.750000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -2244849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2244850.750000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -2244851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2244850.750000 Penalty: 4893.918945
	Iteration 36F: 3 clusters Score -2244851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -382110.156250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -382110.2 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -383341.312500 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -383341.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -384404.687500 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -384404.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -385217.593750 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -385217.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -385641.125000 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -385641.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -385869.062500 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -385869.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -385970.875000 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -385970.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -386009.687500 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -386009.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -386023.187500 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -386023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -386027.281250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -386027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -386028.468750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -386028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -386030.093750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -386030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -386030.562500 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -386030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -386033.312500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -386033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -386034.218750 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -386034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -386034.218750 Penalty: 4032.655518
	Iteration 15F: 3 clusters Score -386034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 65568 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184786 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 8 contains 84704 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 11 contains 57970 members 
Mstep: Class 14 contains 168873 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 75193 members 
Mstep: Class 20 contains 41988 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193674 members 
Entering Unmasked Estep 
Score: -118062544.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118063448.000000 to -118062544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (84704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Entering Unmasked Estep 
Score: -10063548.000000 Penalty: 2814.035645
	Iteration 0F: 2 clusters Score -1.006355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -10006864.000000 Penalty: 5628.071289
	Iteration 0F: 3 clusters Score -1.000686e+07 nChanged 40131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -10029732.000000 Penalty: 5628.071289
	Iteration 1F: 3 clusters Score -1.002973e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -10030483.000000 Penalty: 5628.071289
	Iteration 2Q: 3 clusters Score -1.003048e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -10031387.000000 Penalty: 5628.071289
	Iteration 3Q: 3 clusters Score -1.003139e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -10032635.000000 Penalty: 5628.071289
	Iteration 4Q: 3 clusters Score -1.003264e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -10034869.000000 Penalty: 5628.071289
	Iteration 5F: 3 clusters Score -1.003487e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -10038699.000000 Penalty: 5628.071289
	Iteration 6F: 3 clusters Score -1.00387e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -10044199.000000 Penalty: 5628.071289
	Iteration 7F: 3 clusters Score -1.00442e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -10050709.000000 Penalty: 5628.071289
	Iteration 8F: 3 clusters Score -1.005071e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -10056017.000000 Penalty: 5628.071289
	Iteration 9F: 3 clusters Score -1.005602e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -10058729.000000 Penalty: 5628.071289
	Iteration 10Q: 3 clusters Score -1.005873e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -10060036.000000 Penalty: 5628.071289
	Iteration 11Q: 3 clusters Score -1.006004e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10060564.000000 Penalty: 5628.071289
	Iteration 12Q: 3 clusters Score -1.006056e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -10060814.000000 Penalty: 5628.071289
	Iteration 13Q: 3 clusters Score -1.006081e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -10060947.000000 Penalty: 5628.071289
	Iteration 14Q: 3 clusters Score -1.006095e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -10061034.000000 Penalty: 5628.071289
	Iteration 15Q: 3 clusters Score -1.006103e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -10061103.000000 Penalty: 5628.071289
	Iteration 16Q: 3 clusters Score -1.00611e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -10061152.000000 Penalty: 5628.071289
	Iteration 17Q: 3 clusters Score -1.006115e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -10061180.000000 Penalty: 5628.071289
	Iteration 18Q: 3 clusters Score -1.006118e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -10061188.000000 Penalty: 5628.071289
	Iteration 19Q: 3 clusters Score -1.006119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -10061198.000000 Penalty: 5628.071289
	Iteration 20F: 3 clusters Score -1.00612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -10061197.000000 Penalty: 5628.071289
	Iteration 21Q: 3 clusters Score -1.00612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -10061207.000000 Penalty: 5628.071289
	Iteration 22Q: 3 clusters Score -1.006121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -10061219.000000 Penalty: 5628.071289
	Iteration 23Q: 3 clusters Score -1.006122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -10061232.000000 Penalty: 5628.071289
	Iteration 24Q: 3 clusters Score -1.006123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -10061234.000000 Penalty: 5628.071289
	Iteration 25Q: 3 clusters Score -1.006123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -10061228.000000 Penalty: 5628.071289
	Iteration 26Q: 3 clusters Score -1.006123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10061239.000000 Penalty: 5628.071289
	Iteration 27Q: 3 clusters Score -1.006124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10061237.000000 Penalty: 5628.071289
	Iteration 28Q: 3 clusters Score -1.006124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10061230.000000 Penalty: 5628.071289
	Iteration 29Q: 3 clusters Score -1.006123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10061230.000000 Penalty: 5628.071289
	Iteration 30Q: 3 clusters Score -1.006123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10061235.000000 Penalty: 5628.071289
	Iteration 31Q: 3 clusters Score -1.006124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -10061234.000000 Penalty: 5628.071289
	Iteration 32Q: 3 clusters Score -1.006123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -10061234.000000 Penalty: 5628.071289
	Iteration 33F: 3 clusters Score -1.006123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Entering Unmasked Estep 
Score: -6908520.000000 Penalty: 2719.984863
	Iteration 0F: 2 clusters Score -6908520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -6869445.000000 Penalty: 5439.969727
	Iteration 0F: 3 clusters Score -6869445 nChanged 27072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -6884480.500000 Penalty: 5439.969727
	Iteration 1F: 3 clusters Score -6884480 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6884947.000000 Penalty: 5439.969727
	Iteration 2Q: 3 clusters Score -6884947 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6885479.000000 Penalty: 5439.969727
	Iteration 3Q: 3 clusters Score -6885479 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6886086.000000 Penalty: 5439.969727
	Iteration 4Q: 3 clusters Score -6886086 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -6886968.500000 Penalty: 5439.969727
	Iteration 5Q: 3 clusters Score -6886968 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -6888235.000000 Penalty: 5439.969727
	Iteration 6Q: 3 clusters Score -6888235 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -6890033.500000 Penalty: 5439.969727
	Iteration 7Q: 3 clusters Score -6890034 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -6892526.000000 Penalty: 5439.969727
	Iteration 8F: 3 clusters Score -6892526 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -6895224.000000 Penalty: 5439.969727
	Iteration 9F: 3 clusters Score -6895224 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6897783.000000 Penalty: 5439.969727
	Iteration 10F: 3 clusters Score -6897783 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6899847.500000 Penalty: 5439.969727
	Iteration 11Q: 3 clusters Score -6899848 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -6901356.500000 Penalty: 5439.969727
	Iteration 12Q: 3 clusters Score -6901356 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -6902553.000000 Penalty: 5439.969727
	Iteration 13Q: 3 clusters Score -6902553 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -6903428.500000 Penalty: 5439.969727
	Iteration 14Q: 3 clusters Score -6903428 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -6904119.500000 Penalty: 5439.969727
	Iteration 15Q: 3 clusters Score -6904120 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6904659.500000 Penalty: 5439.969727
	Iteration 16Q: 3 clusters Score -6904660 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -6905038.500000 Penalty: 5439.969727
	Iteration 17Q: 3 clusters Score -6905038 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -6905303.000000 Penalty: 5439.969727
	Iteration 18Q: 3 clusters Score -6905303 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -6905532.000000 Penalty: 5439.969727
	Iteration 19Q: 3 clusters Score -6905532 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -6905661.000000 Penalty: 5439.969727
	Iteration 20F: 3 clusters Score -6905661 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -6905790.000000 Penalty: 5439.969727
	Iteration 21Q: 3 clusters Score -6905790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -6905905.500000 Penalty: 5439.969727
	Iteration 22Q: 3 clusters Score -6905906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -6905977.500000 Penalty: 5439.969727
	Iteration 23Q: 3 clusters Score -6905978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -6906041.000000 Penalty: 5439.969727
	Iteration 24Q: 3 clusters Score -6906041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -6906076.000000 Penalty: 5439.969727
	Iteration 25Q: 3 clusters Score -6906076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -6906114.000000 Penalty: 5439.969727
	Iteration 26Q: 3 clusters Score -6906114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -6906136.500000 Penalty: 5439.969727
	Iteration 27Q: 3 clusters Score -6906136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -6906158.000000 Penalty: 5439.969727
	Iteration 28Q: 3 clusters Score -6906158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -6906166.000000 Penalty: 5439.969727
	Iteration 29Q: 3 clusters Score -6906166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -6906173.500000 Penalty: 5439.969727
	Iteration 30Q: 3 clusters Score -6906174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -6906180.000000 Penalty: 5439.969727
	Iteration 31Q: 3 clusters Score -6906180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6906186.000000 Penalty: 5439.969727
	Iteration 32Q: 3 clusters Score -6906186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -6906190.500000 Penalty: 5439.969727
	Iteration 33Q: 3 clusters Score -6906190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -6906193.500000 Penalty: 5439.969727
	Iteration 34Q: 3 clusters Score -6906194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6906213.500000 Penalty: 5439.969727
	Iteration 35Q: 3 clusters Score -6906214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -6906220.000000 Penalty: 5439.969727
	Iteration 36Q: 3 clusters Score -6906220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -6906228.000000 Penalty: 5439.969727
	Iteration 37Q: 3 clusters Score -6906228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -6906234.500000 Penalty: 5439.969727
	Iteration 38Q: 3 clusters Score -6906234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -6906235.000000 Penalty: 5439.969727
	Iteration 39Q: 3 clusters Score -6906235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -6906240.500000 Penalty: 5439.969727
	Iteration 40F: 3 clusters Score -6906240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6906240.000000 Penalty: 5439.969727
	Iteration 41Q: 3 clusters Score -6906240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -6906244.500000 Penalty: 5439.969727
	Iteration 42Q: 3 clusters Score -6906244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -6906234.500000 Penalty: 5439.969727
	Iteration 43Q: 3 clusters Score -6906234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -6906246.000000 Penalty: 5439.969727
	Iteration 44Q: 3 clusters Score -6906246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -6906244.500000 Penalty: 5439.969727
	Iteration 45Q: 3 clusters Score -6906244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -6906243.500000 Penalty: 5439.969727
	Iteration 46Q: 3 clusters Score -6906244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -6906248.500000 Penalty: 5439.969727
	Iteration 47Q: 3 clusters Score -6906248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -6906254.000000 Penalty: 5439.969727
	Iteration 48Q: 3 clusters Score -6906254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -6906258.500000 Penalty: 5439.969727
	Iteration 49Q: 3 clusters Score -6906258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -6906268.000000 Penalty: 5439.969727
	Iteration 50Q: 3 clusters Score -6906268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -6906275.000000 Penalty: 5439.969727
	Iteration 51Q: 3 clusters Score -6906275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -6906275.000000 Penalty: 5439.969727
	Iteration 52Q: 3 clusters Score -6906275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -6906276.000000 Penalty: 5439.969727
	Iteration 53Q: 3 clusters Score -6906276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 57315 members 
Entering Unmasked Estep 
Score: -6906276.000000 Penalty: 5439.969727
	Iteration 54F: 3 clusters Score -6906276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (168873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Entering Unmasked Estep 
Score: -19892178.000000 Penalty: 2985.151855
	Iteration 0F: 2 clusters Score -1.989218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -19781552.000000 Penalty: 5970.303711
	Iteration 0F: 3 clusters Score -1.978155e+07 nChanged 81010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -19828618.000000 Penalty: 5970.303711
	Iteration 1F: 3 clusters Score -1.982862e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -19830052.000000 Penalty: 5970.303711
	Iteration 2Q: 3 clusters Score -1.983005e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -19831582.000000 Penalty: 5970.303711
	Iteration 3Q: 3 clusters Score -1.983158e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -19833824.000000 Penalty: 5970.303711
	Iteration 4Q: 3 clusters Score -1.983382e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -19836898.000000 Penalty: 5970.303711
	Iteration 5Q: 3 clusters Score -1.98369e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78827 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -19841358.000000 Penalty: 5970.303711
	Iteration 6Q: 3 clusters Score -1.984136e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -19847636.000000 Penalty: 5970.303711
	Iteration 7F: 3 clusters Score -1.984764e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -19855360.000000 Penalty: 5970.303711
	Iteration 8F: 3 clusters Score -1.985536e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -19862408.000000 Penalty: 5970.303711
	Iteration 9F: 3 clusters Score -1.986241e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 97496 members 
Entering Unmasked Estep 
Score: -19866252.000000 Penalty: 5970.303711
	Iteration 10Q: 3 clusters Score -1.986625e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -19867392.000000 Penalty: 5970.303711
	Iteration 11Q: 3 clusters Score -1.986739e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -19868000.000000 Penalty: 5970.303711
	Iteration 12Q: 3 clusters Score -1.9868e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -19868430.000000 Penalty: 5970.303711
	Iteration 13Q: 3 clusters Score -1.986843e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -19868702.000000 Penalty: 5970.303711
	Iteration 14Q: 3 clusters Score -1.98687e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -19869092.000000 Penalty: 5970.303711
	Iteration 15Q: 3 clusters Score -1.986909e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -19869410.000000 Penalty: 5970.303711
	Iteration 16Q: 3 clusters Score -1.986941e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -19869766.000000 Penalty: 5970.303711
	Iteration 17Q: 3 clusters Score -1.986977e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -19870218.000000 Penalty: 5970.303711
	Iteration 18Q: 3 clusters Score -1.987022e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56847 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -19870766.000000 Penalty: 5970.303711
	Iteration 19Q: 3 clusters Score -1.987077e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -19871424.000000 Penalty: 5970.303711
	Iteration 20F: 3 clusters Score -1.987142e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -19872064.000000 Penalty: 5970.303711
	Iteration 21Q: 3 clusters Score -1.987206e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -19872802.000000 Penalty: 5970.303711
	Iteration 22Q: 3 clusters Score -1.98728e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -19873582.000000 Penalty: 5970.303711
	Iteration 23Q: 3 clusters Score -1.987358e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 124868 members 
Entering Unmasked Estep 
Score: -19874388.000000 Penalty: 5970.303711
	Iteration 24Q: 3 clusters Score -1.987439e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -19875472.000000 Penalty: 5970.303711
	Iteration 25Q: 3 clusters Score -1.987547e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -19876474.000000 Penalty: 5970.303711
	Iteration 26Q: 3 clusters Score -1.987647e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 134050 members 
Entering Unmasked Estep 
Score: -19877494.000000 Penalty: 5970.303711
	Iteration 27Q: 3 clusters Score -1.987749e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 137037 members 
Entering Unmasked Estep 
Score: -19878854.000000 Penalty: 5970.303711
	Iteration 28Q: 3 clusters Score -1.987885e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -19880010.000000 Penalty: 5970.303711
	Iteration 29Q: 3 clusters Score -1.988001e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -19881212.000000 Penalty: 5970.303711
	Iteration 30Q: 3 clusters Score -1.988121e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -19882336.000000 Penalty: 5970.303711
	Iteration 31Q: 3 clusters Score -1.988234e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 148637 members 
Entering Unmasked Estep 
Score: -19883644.000000 Penalty: 5970.303711
	Iteration 32Q: 3 clusters Score -1.988364e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -19884842.000000 Penalty: 5970.303711
	Iteration 33Q: 3 clusters Score -1.988484e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 153832 members 
Entering Unmasked Estep 
Score: -19885960.000000 Penalty: 5970.303711
	Iteration 34Q: 3 clusters Score -1.988596e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -19886964.000000 Penalty: 5970.303711
	Iteration 35Q: 3 clusters Score -1.988696e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -19887712.000000 Penalty: 5970.303711
	Iteration 36Q: 3 clusters Score -1.988771e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -19888308.000000 Penalty: 5970.303711
	Iteration 37Q: 3 clusters Score -1.988831e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -19888922.000000 Penalty: 5970.303711
	Iteration 38Q: 3 clusters Score -1.988892e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 162097 members 
Entering Unmasked Estep 
Score: -19889304.000000 Penalty: 5970.303711
	Iteration 39Q: 3 clusters Score -1.98893e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -19889602.000000 Penalty: 5970.303711
	Iteration 40F: 3 clusters Score -1.98896e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -19889806.000000 Penalty: 5970.303711
	Iteration 41Q: 3 clusters Score -1.988981e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -19890006.000000 Penalty: 5970.303711
	Iteration 42Q: 3 clusters Score -1.989001e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -19890142.000000 Penalty: 5970.303711
	Iteration 43Q: 3 clusters Score -1.989014e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -19890334.000000 Penalty: 5970.303711
	Iteration 44Q: 3 clusters Score -1.989033e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -19890334.000000 Penalty: 5970.303711
	Iteration 45Q: 3 clusters Score -1.989033e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -19890338.000000 Penalty: 5970.303711
	Iteration 46Q: 3 clusters Score -1.989034e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -19890402.000000 Penalty: 5970.303711
	Iteration 47Q: 3 clusters Score -1.98904e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -19890476.000000 Penalty: 5970.303711
	Iteration 48Q: 3 clusters Score -1.989048e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -19890560.000000 Penalty: 5970.303711
	Iteration 49Q: 3 clusters Score -1.989056e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 166491 members 
Entering Unmasked Estep 
Score: -19890550.000000 Penalty: 5970.303711
	Iteration 50Q: 3 clusters Score -1.989055e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 166580 members 
Entering Unmasked Estep 
Score: -19890668.000000 Penalty: 5970.303711
	Iteration 51Q: 3 clusters Score -1.989067e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 166672 members 
Entering Unmasked Estep 
Score: -19890696.000000 Penalty: 5970.303711
	Iteration 52Q: 3 clusters Score -1.98907e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -19890772.000000 Penalty: 5970.303711
	Iteration 53Q: 3 clusters Score -1.989077e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -19890792.000000 Penalty: 5970.303711
	Iteration 54Q: 3 clusters Score -1.989079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 166810 members 
Entering Unmasked Estep 
Score: -19890790.000000 Penalty: 5970.303711
	Iteration 55Q: 3 clusters Score -1.989079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -19890808.000000 Penalty: 5970.303711
	Iteration 56Q: 3 clusters Score -1.989081e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 166889 members 
Entering Unmasked Estep 
Score: -19890834.000000 Penalty: 5970.303711
	Iteration 57Q: 3 clusters Score -1.989083e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -19890804.000000 Penalty: 5970.303711
	Iteration 58Q: 3 clusters Score -1.98908e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 166943 members 
Entering Unmasked Estep 
Score: -19890818.000000 Penalty: 5970.303711
	Iteration 59Q: 3 clusters Score -1.989082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -19890866.000000 Penalty: 5970.303711
	Iteration 60F: 3 clusters Score -1.989087e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -19890902.000000 Penalty: 5970.303711
	Iteration 61Q: 3 clusters Score -1.98909e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -19890898.000000 Penalty: 5970.303711
	Iteration 62Q: 3 clusters Score -1.98909e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 167015 members 
Entering Unmasked Estep 
Score: -19890902.000000 Penalty: 5970.303711
	Iteration 63Q: 3 clusters Score -1.98909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -19890924.000000 Penalty: 5970.303711
	Iteration 64Q: 3 clusters Score -1.989092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 167024 members 
Entering Unmasked Estep 
Score: -19890938.000000 Penalty: 5970.303711
	Iteration 65Q: 3 clusters Score -1.989094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -19890916.000000 Penalty: 5970.303711
	Iteration 66Q: 3 clusters Score -1.989092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -19890944.000000 Penalty: 5970.303711
	Iteration 67Q: 3 clusters Score -1.989094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -19890938.000000 Penalty: 5970.303711
	Iteration 68Q: 3 clusters Score -1.989094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -19890936.000000 Penalty: 5970.303711
	Iteration 69Q: 3 clusters Score -1.989094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -19890930.000000 Penalty: 5970.303711
	Iteration 70Q: 3 clusters Score -1.989093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -19890950.000000 Penalty: 5970.303711
	Iteration 71Q: 3 clusters Score -1.989095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -19890942.000000 Penalty: 5970.303711
	Iteration 72Q: 3 clusters Score -1.989094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -19890936.000000 Penalty: 5970.303711
	Iteration 73Q: 3 clusters Score -1.989094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -19890948.000000 Penalty: 5970.303711
	Iteration 74Q: 3 clusters Score -1.989095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -19890936.000000 Penalty: 5970.303711
	Iteration 75Q: 3 clusters Score -1.989094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -19890936.000000 Penalty: 5970.303711
	Iteration 76Q: 3 clusters Score -1.989094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -19890928.000000 Penalty: 5970.303711
	Iteration 77Q: 3 clusters Score -1.989093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 167035 members 
Entering Unmasked Estep 
Score: -19890962.000000 Penalty: 5970.303711
	Iteration 78Q: 3 clusters Score -1.989096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 167039 members 
Entering Unmasked Estep 
Score: -19890958.000000 Penalty: 5970.303711
	Iteration 79Q: 3 clusters Score -1.989096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -19890972.000000 Penalty: 5970.303711
	Iteration 80F: 3 clusters Score -1.989097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -19890984.000000 Penalty: 5970.303711
	Iteration 81Q: 3 clusters Score -1.989098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -19890982.000000 Penalty: 5970.303711
	Iteration 82Q: 3 clusters Score -1.989098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -19890980.000000 Penalty: 5970.303711
	Iteration 83Q: 3 clusters Score -1.989098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -19890978.000000 Penalty: 5970.303711
	Iteration 84Q: 3 clusters Score -1.989098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -19890980.000000 Penalty: 5970.303711
	Iteration 85Q: 3 clusters Score -1.989098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -19890980.000000 Penalty: 5970.303711
	Iteration 86F: 3 clusters Score -1.989098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Entering Unmasked Estep 
Score: -6764096.000000 Penalty: 2716.777100
	Iteration 0F: 2 clusters Score -6764096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -6725700.000000 Penalty: 5433.554199
	Iteration 0F: 3 clusters Score -6725700 nChanged 26490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -6740201.500000 Penalty: 5433.554199
	Iteration 1F: 3 clusters Score -6740202 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6740740.500000 Penalty: 5433.554199
	Iteration 2Q: 3 clusters Score -6740740 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -6741139.500000 Penalty: 5433.554199
	Iteration 3Q: 3 clusters Score -6741140 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6741571.500000 Penalty: 5433.554199
	Iteration 4Q: 3 clusters Score -6741572 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -6742093.000000 Penalty: 5433.554199
	Iteration 5Q: 3 clusters Score -6742093 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -6742816.000000 Penalty: 5433.554199
	Iteration 6Q: 3 clusters Score -6742816 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6743917.000000 Penalty: 5433.554199
	Iteration 7Q: 3 clusters Score -6743917 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -6745980.000000 Penalty: 5433.554199
	Iteration 8F: 3 clusters Score -6745980 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -6749603.500000 Penalty: 5433.554199
	Iteration 9F: 3 clusters Score -6749604 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -6754093.000000 Penalty: 5433.554199
	Iteration 10F: 3 clusters Score -6754093 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6758153.000000 Penalty: 5433.554199
	Iteration 11F: 3 clusters Score -6758153 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6760831.000000 Penalty: 5433.554199
	Iteration 12F: 3 clusters Score -6760831 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -6762182.500000 Penalty: 5433.554199
	Iteration 13Q: 3 clusters Score -6762182 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -6762694.500000 Penalty: 5433.554199
	Iteration 14Q: 3 clusters Score -6762694 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -6762931.500000 Penalty: 5433.554199
	Iteration 15Q: 3 clusters Score -6762932 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -6763029.000000 Penalty: 5433.554199
	Iteration 16Q: 3 clusters Score -6763029 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -6763080.000000 Penalty: 5433.554199
	Iteration 17Q: 3 clusters Score -6763080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -6763127.500000 Penalty: 5433.554199
	Iteration 18Q: 3 clusters Score -6763128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -6763154.500000 Penalty: 5433.554199
	Iteration 19Q: 3 clusters Score -6763154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -6763174.500000 Penalty: 5433.554199
	Iteration 20F: 3 clusters Score -6763174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -6763180.500000 Penalty: 5433.554199
	Iteration 21Q: 3 clusters Score -6763180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -6763181.500000 Penalty: 5433.554199
	Iteration 22Q: 3 clusters Score -6763182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6763179.000000 Penalty: 5433.554199
	Iteration 23Q: 3 clusters Score -6763179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6763181.500000 Penalty: 5433.554199
	Iteration 24Q: 3 clusters Score -6763182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -6763193.500000 Penalty: 5433.554199
	Iteration 25Q: 3 clusters Score -6763194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6763195.500000 Penalty: 5433.554199
	Iteration 26Q: 3 clusters Score -6763196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -6763203.500000 Penalty: 5433.554199
	Iteration 27Q: 3 clusters Score -6763204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -6763202.500000 Penalty: 5433.554199
	Iteration 28Q: 3 clusters Score -6763202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -6763205.500000 Penalty: 5433.554199
	Iteration 29Q: 3 clusters Score -6763206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -6763204.500000 Penalty: 5433.554199
	Iteration 30Q: 3 clusters Score -6763204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -6763204.500000 Penalty: 5433.554199
	Iteration 31F: 3 clusters Score -6763204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -77953.617188 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -77953.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76268.421875 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -76268.42 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76539.171875 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -76539.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76679.328125 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -76679.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76760.117188 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -76760.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76841.390625 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -76841.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76906.617188 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -76906.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76982.367188 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -76982.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77020.250000 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -77020.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77046.757812 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -77046.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77055.328125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -77055.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77066.632812 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -77066.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77077.726562 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -77077.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77115.953125 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -77115.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77160.335938 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -77160.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77171.953125 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -77171.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -77189.585938 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -77189.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -77199.585938 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -77199.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77206.929688 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -77206.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -77219.656250 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -77219.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -77232.039062 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -77232.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -77258.703125 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -77258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -77284.937500 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -77284.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77302.187500 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -77302.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -77305.460938 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -77305.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -77305.460938 Penalty: 3279.572266
	Iteration 24F: 3 clusters Score -77305.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -750232.937500 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -750232.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -744809.812500 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -744809.8 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -746124.750000 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -746124.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -746398.062500 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -746398.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -746555.562500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -746555.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -746681.687500 Penalty: 4344.484375
	Iteration 4Q: 3 clusters Score -746681.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -746791.625000 Penalty: 4344.484375
	Iteration 5Q: 3 clusters Score -746791.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -746910.937500 Penalty: 4344.484375
	Iteration 6Q: 3 clusters Score -746910.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -747029.062500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -747029.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -747175.437500 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -747175.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -747347.000000 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -747347 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -747513.937500 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -747513.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -747698.250000 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -747698.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -747921.062500 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -747921.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -748151.562500 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -748151.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -748321.875000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -748321.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -748466.750000 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -748466.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -748565.937500 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -748565.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -748656.500000 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -748656.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -748733.625000 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -748733.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -748784.875000 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -748784.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -748815.500000 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -748815.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -748840.562500 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -748840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -748857.437500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -748857.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -748869.250000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -748869.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -748880.687500 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -748880.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -748885.312500 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -748885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -748888.500000 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -748888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -748893.625000 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -748893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -748895.125000 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -748895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -748895.062500 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -748895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -748895.125000 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -748895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -748896.750000 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -748896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -748898.312500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -748898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -748898.437500 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -748898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -748900.562500 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -748900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -748900.562500 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -748900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -748900.562500 Penalty: 4344.484375
	Iteration 36F: 3 clusters Score -748900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Entering Unmasked Estep 
Score: -8947695.000000 Penalty: 2784.497803
	Iteration 0F: 2 clusters Score -8947695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -8897583.000000 Penalty: 5568.995605
	Iteration 0F: 3 clusters Score -8897583 nChanged 35093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -8917270.000000 Penalty: 5568.995605
	Iteration 1F: 3 clusters Score -8917270 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8917837.000000 Penalty: 5568.995605
	Iteration 2Q: 3 clusters Score -8917837 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -8918298.000000 Penalty: 5568.995605
	Iteration 3Q: 3 clusters Score -8918298 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -8918785.000000 Penalty: 5568.995605
	Iteration 4Q: 3 clusters Score -8918785 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -8919205.000000 Penalty: 5568.995605
	Iteration 5Q: 3 clusters Score -8919205 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -8919734.000000 Penalty: 5568.995605
	Iteration 6Q: 3 clusters Score -8919734 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8920396.000000 Penalty: 5568.995605
	Iteration 7Q: 3 clusters Score -8920396 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -8921268.000000 Penalty: 5568.995605
	Iteration 8Q: 3 clusters Score -8921268 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -8922723.000000 Penalty: 5568.995605
	Iteration 9Q: 3 clusters Score -8922723 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -8924993.000000 Penalty: 5568.995605
	Iteration 10Q: 3 clusters Score -8924993 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8928192.000000 Penalty: 5568.995605
	Iteration 11F: 3 clusters Score -8928192 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -8931831.000000 Penalty: 5568.995605
	Iteration 12F: 3 clusters Score -8931831 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -8935086.000000 Penalty: 5568.995605
	Iteration 13F: 3 clusters Score -8935086 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -8937481.000000 Penalty: 5568.995605
	Iteration 14Q: 3 clusters Score -8937481 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -8939289.000000 Penalty: 5568.995605
	Iteration 15Q: 3 clusters Score -8939289 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -8940509.000000 Penalty: 5568.995605
	Iteration 16Q: 3 clusters Score -8940509 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -8941375.000000 Penalty: 5568.995605
	Iteration 17Q: 3 clusters Score -8941375 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -8942063.000000 Penalty: 5568.995605
	Iteration 18Q: 3 clusters Score -8942063 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8942550.000000 Penalty: 5568.995605
	Iteration 19Q: 3 clusters Score -8942550 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8943028.000000 Penalty: 5568.995605
	Iteration 20F: 3 clusters Score -8943028 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8943453.000000 Penalty: 5568.995605
	Iteration 21Q: 3 clusters Score -8943453 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8943854.000000 Penalty: 5568.995605
	Iteration 22Q: 3 clusters Score -8943854 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8944168.000000 Penalty: 5568.995605
	Iteration 23Q: 3 clusters Score -8944168 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8944371.000000 Penalty: 5568.995605
	Iteration 24Q: 3 clusters Score -8944371 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8944585.000000 Penalty: 5568.995605
	Iteration 25Q: 3 clusters Score -8944585 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8944729.000000 Penalty: 5568.995605
	Iteration 26Q: 3 clusters Score -8944729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8944823.000000 Penalty: 5568.995605
	Iteration 27Q: 3 clusters Score -8944823 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8944911.000000 Penalty: 5568.995605
	Iteration 28Q: 3 clusters Score -8944911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8944981.000000 Penalty: 5568.995605
	Iteration 29Q: 3 clusters Score -8944981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8945036.000000 Penalty: 5568.995605
	Iteration 30Q: 3 clusters Score -8945036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8945088.000000 Penalty: 5568.995605
	Iteration 31Q: 3 clusters Score -8945088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8945128.000000 Penalty: 5568.995605
	Iteration 32Q: 3 clusters Score -8945128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8945150.000000 Penalty: 5568.995605
	Iteration 33Q: 3 clusters Score -8945150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8945189.000000 Penalty: 5568.995605
	Iteration 34Q: 3 clusters Score -8945189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8945190.000000 Penalty: 5568.995605
	Iteration 35Q: 3 clusters Score -8945190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8945215.000000 Penalty: 5568.995605
	Iteration 36Q: 3 clusters Score -8945215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8945233.000000 Penalty: 5568.995605
	Iteration 37Q: 3 clusters Score -8945233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8945240.000000 Penalty: 5568.995605
	Iteration 38Q: 3 clusters Score -8945240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8945246.000000 Penalty: 5568.995605
	Iteration 39Q: 3 clusters Score -8945246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8945256.000000 Penalty: 5568.995605
	Iteration 40F: 3 clusters Score -8945256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8945266.000000 Penalty: 5568.995605
	Iteration 41Q: 3 clusters Score -8945266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8945263.000000 Penalty: 5568.995605
	Iteration 42Q: 3 clusters Score -8945263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8945259.000000 Penalty: 5568.995605
	Iteration 43Q: 3 clusters Score -8945259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8945271.000000 Penalty: 5568.995605
	Iteration 44Q: 3 clusters Score -8945271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8945278.000000 Penalty: 5568.995605
	Iteration 45Q: 3 clusters Score -8945278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8945286.000000 Penalty: 5568.995605
	Iteration 46Q: 3 clusters Score -8945286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8945297.000000 Penalty: 5568.995605
	Iteration 47Q: 3 clusters Score -8945297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8945300.000000 Penalty: 5568.995605
	Iteration 48Q: 3 clusters Score -8945300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8945297.000000 Penalty: 5568.995605
	Iteration 49Q: 3 clusters Score -8945297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8945303.000000 Penalty: 5568.995605
	Iteration 50Q: 3 clusters Score -8945303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8945302.000000 Penalty: 5568.995605
	Iteration 51Q: 3 clusters Score -8945302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8945306.000000 Penalty: 5568.995605
	Iteration 52Q: 3 clusters Score -8945306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8945309.000000 Penalty: 5568.995605
	Iteration 53Q: 3 clusters Score -8945309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8945310.000000 Penalty: 5568.995605
	Iteration 54Q: 3 clusters Score -8945310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8945311.000000 Penalty: 5568.995605
	Iteration 55Q: 3 clusters Score -8945311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8945311.000000 Penalty: 5568.995605
	Iteration 56Q: 3 clusters Score -8945311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8945309.000000 Penalty: 5568.995605
	Iteration 57Q: 3 clusters Score -8945309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8945310.000000 Penalty: 5568.995605
	Iteration 58Q: 3 clusters Score -8945310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8945314.000000 Penalty: 5568.995605
	Iteration 59Q: 3 clusters Score -8945314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8945316.000000 Penalty: 5568.995605
	Iteration 60F: 3 clusters Score -8945316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8945317.000000 Penalty: 5568.995605
	Iteration 61Q: 3 clusters Score -8945317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8945314.000000 Penalty: 5568.995605
	Iteration 62Q: 3 clusters Score -8945314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8945322.000000 Penalty: 5568.995605
	Iteration 63Q: 3 clusters Score -8945322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8945330.000000 Penalty: 5568.995605
	Iteration 64Q: 3 clusters Score -8945330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8945330.000000 Penalty: 5568.995605
	Iteration 65Q: 3 clusters Score -8945330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8945330.000000 Penalty: 5568.995605
	Iteration 66F: 3 clusters Score -8945330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Entering Unmasked Estep 
Score: -4777407.000000 Penalty: 2639.994385
	Iteration 0F: 2 clusters Score -4777407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4749052.000000 Penalty: 5279.988770
	Iteration 0F: 3 clusters Score -4749052 nChanged 19278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4759513.000000 Penalty: 5279.988770
	Iteration 1F: 3 clusters Score -4759513 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -4760070.500000 Penalty: 5279.988770
	Iteration 2Q: 3 clusters Score -4760070 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4760710.000000 Penalty: 5279.988770
	Iteration 3Q: 3 clusters Score -4760710 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4761596.000000 Penalty: 5279.988770
	Iteration 4Q: 3 clusters Score -4761596 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4763077.000000 Penalty: 5279.988770
	Iteration 5F: 3 clusters Score -4763077 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -4765556.000000 Penalty: 5279.988770
	Iteration 6F: 3 clusters Score -4765556 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4769425.500000 Penalty: 5279.988770
	Iteration 7F: 3 clusters Score -4769426 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4773484.000000 Penalty: 5279.988770
	Iteration 8F: 3 clusters Score -4773484 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4775998.500000 Penalty: 5279.988770
	Iteration 9F: 3 clusters Score -4775998 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4777226.500000 Penalty: 5279.988770
	Iteration 10Q: 3 clusters Score -4777226 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4777814.500000 Penalty: 5279.988770
	Iteration 11Q: 3 clusters Score -4777814 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4778006.000000 Penalty: 5279.988770
	Iteration 12Q: 3 clusters Score -4778006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4778080.500000 Penalty: 5279.988770
	Iteration 13Q: 3 clusters Score -4778080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4778088.500000 Penalty: 5279.988770
	Iteration 14Q: 3 clusters Score -4778088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4778098.500000 Penalty: 5279.988770
	Iteration 15Q: 3 clusters Score -4778098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4778099.000000 Penalty: 5279.988770
	Iteration 16Q: 3 clusters Score -4778099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4778093.500000 Penalty: 5279.988770
	Iteration 17Q: 3 clusters Score -4778094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4778095.000000 Penalty: 5279.988770
	Iteration 18Q: 3 clusters Score -4778095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4778101.000000 Penalty: 5279.988770
	Iteration 19Q: 3 clusters Score -4778101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4778110.000000 Penalty: 5279.988770
	Iteration 20F: 3 clusters Score -4778110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4778115.500000 Penalty: 5279.988770
	Iteration 21Q: 3 clusters Score -4778116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4778117.500000 Penalty: 5279.988770
	Iteration 22Q: 3 clusters Score -4778118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4778114.500000 Penalty: 5279.988770
	Iteration 23Q: 3 clusters Score -4778114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4778112.500000 Penalty: 5279.988770
	Iteration 24Q: 3 clusters Score -4778112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4778111.000000 Penalty: 5279.988770
	Iteration 25Q: 3 clusters Score -4778111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4778113.000000 Penalty: 5279.988770
	Iteration 26Q: 3 clusters Score -4778113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4778113.500000 Penalty: 5279.988770
	Iteration 27Q: 3 clusters Score -4778114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4778113.500000 Penalty: 5279.988770
	Iteration 28F: 3 clusters Score -4778114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 65568 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184786 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84704 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 11 contains 57970 members 
Mstep: Class 14 contains 168873 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 75193 members 
Mstep: Class 20 contains 40496 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193674 members 
Entering Unmasked Estep 
Score: -118063368.000000 Penalty: 61757.199219
Splitting cluster 20 changes total score from -118063448.000000 to -118063368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -93244.375000 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -93244.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91458.453125 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -91458.45 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91764.023438 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -91764.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91896.703125 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -91896.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91962.242188 Penalty: 3364.529297
	Iteration 3Q: 3 clusters Score -91962.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92013.296875 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -92013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92023.367188 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -92023.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92029.968750 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -92029.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92038.281250 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -92038.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92042.632812 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -92042.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -92052.164062 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -92052.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92056.171875 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -92056.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92058.500000 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -92058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92058.859375 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -92058.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92058.859375 Penalty: 3364.529297
	Iteration 13F: 3 clusters Score -92058.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (193674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193674 members 
Entering Unmasked Estep 
Score: -22773622.000000 Penalty: 3019.135010
	Iteration 0F: 2 clusters Score -2.277362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -22645836.000000 Penalty: 6038.270020
	Iteration 0F: 3 clusters Score -2.264584e+07 nChanged 93149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -22700220.000000 Penalty: 6038.270020
	Iteration 1F: 3 clusters Score -2.270022e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -22701516.000000 Penalty: 6038.270020
	Iteration 2Q: 3 clusters Score -2.270152e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -22703550.000000 Penalty: 6038.270020
	Iteration 3Q: 3 clusters Score -2.270355e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -22707438.000000 Penalty: 6038.270020
	Iteration 4Q: 3 clusters Score -2.270744e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -22714366.000000 Penalty: 6038.270020
	Iteration 5F: 3 clusters Score -2.271437e+07 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -22726628.000000 Penalty: 6038.270020
	Iteration 6F: 3 clusters Score -2.272663e+07 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -22743052.000000 Penalty: 6038.270020
	Iteration 7F: 3 clusters Score -2.274305e+07 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -22757896.000000 Penalty: 6038.270020
	Iteration 8F: 3 clusters Score -2.27579e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188552 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -22766192.000000 Penalty: 6038.270020
	Iteration 9Q: 3 clusters Score -2.276619e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192222 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22769548.000000 Penalty: 6038.270020
	Iteration 10Q: 3 clusters Score -2.276955e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193220 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22770516.000000 Penalty: 6038.270020
	Iteration 11Q: 3 clusters Score -2.277052e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193407 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22770728.000000 Penalty: 6038.270020
	Iteration 12Q: 3 clusters Score -2.277073e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22770812.000000 Penalty: 6038.270020
	Iteration 13Q: 3 clusters Score -2.277081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193478 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22770868.000000 Penalty: 6038.270020
	Iteration 14Q: 3 clusters Score -2.277087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22770880.000000 Penalty: 6038.270020
	Iteration 15Q: 3 clusters Score -2.277088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22770902.000000 Penalty: 6038.270020
	Iteration 16Q: 3 clusters Score -2.27709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193480 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22770910.000000 Penalty: 6038.270020
	Iteration 17Q: 3 clusters Score -2.277091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193479 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22770908.000000 Penalty: 6038.270020
	Iteration 18Q: 3 clusters Score -2.277091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193479 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22770908.000000 Penalty: 6038.270020
	Iteration 19F: 3 clusters Score -2.277091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 65568 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184786 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84704 members 
Mstep: Class 11 contains 57970 members 
Mstep: Class 14 contains 168873 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 75193 members 
Mstep: Class 20 contains 41988 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063504.000000 Penalty: 58326.246094
Iteration 199Q: 18 clusters Score -1.180635e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 65576 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184841 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84710 members 
Mstep: Class 11 contains 57963 members 
Mstep: Class 14 contains 168957 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 75211 members 
Mstep: Class 20 contains 41982 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063640.000000 Penalty: 58326.246094
Iteration 200F: 18 clusters Score -1.180636e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 65580 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184866 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84715 members 
Mstep: Class 11 contains 57955 members 
Mstep: Class 14 contains 169054 members 
Mstep: Class 15 contains 57229 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 75236 members 
Mstep: Class 20 contains 41970 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063536.000000 Penalty: 58326.246094
Iteration 201Q: 18 clusters Score -1.180635e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 65589 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184903 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84708 members 
Mstep: Class 11 contains 57960 members 
Mstep: Class 14 contains 169140 members 
Mstep: Class 15 contains 57230 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 75251 members 
Mstep: Class 20 contains 41960 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063536.000000 Penalty: 58326.246094
Iteration 202Q: 18 clusters Score -1.180635e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 65595 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184924 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84710 members 
Mstep: Class 11 contains 57959 members 
Mstep: Class 14 contains 169236 members 
Mstep: Class 15 contains 57235 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 75268 members 
Mstep: Class 20 contains 41954 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063416.000000 Penalty: 58326.246094
Iteration 203Q: 18 clusters Score -1.180634e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 65596 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184942 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84713 members 
Mstep: Class 11 contains 57952 members 
Mstep: Class 14 contains 169324 members 
Mstep: Class 15 contains 57241 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 75278 members 
Mstep: Class 20 contains 41953 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063272.000000 Penalty: 58326.246094
Iteration 204Q: 18 clusters Score -1.180633e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 65603 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184958 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57958 members 
Mstep: Class 14 contains 169383 members 
Mstep: Class 15 contains 57238 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6357 members 
Mstep: Class 18 contains 75281 members 
Mstep: Class 20 contains 41950 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063216.000000 Penalty: 58326.246094
Iteration 205Q: 18 clusters Score -1.180632e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 65605 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184966 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57964 members 
Mstep: Class 14 contains 169428 members 
Mstep: Class 15 contains 57239 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 75283 members 
Mstep: Class 20 contains 41955 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063392.000000 Penalty: 58326.246094
Iteration 206Q: 18 clusters Score -1.180634e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 65617 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184974 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57969 members 
Mstep: Class 14 contains 169466 members 
Mstep: Class 15 contains 57235 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 75295 members 
Mstep: Class 20 contains 41956 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063200.000000 Penalty: 58326.246094
Iteration 207Q: 18 clusters Score -1.180632e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 65616 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 184996 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84734 members 
Mstep: Class 11 contains 57967 members 
Mstep: Class 14 contains 169511 members 
Mstep: Class 15 contains 57225 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75299 members 
Mstep: Class 20 contains 41953 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 58326.246094
Iteration 208Q: 18 clusters Score -1.180632e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 65628 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185001 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 11 contains 57969 members 
Mstep: Class 14 contains 169542 members 
Mstep: Class 15 contains 57220 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75302 members 
Mstep: Class 20 contains 41951 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063224.000000 Penalty: 58326.246094
Iteration 209Q: 18 clusters Score -1.180632e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 65636 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185009 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57976 members 
Mstep: Class 14 contains 169562 members 
Mstep: Class 15 contains 57213 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75305 members 
Mstep: Class 20 contains 41947 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 58326.246094
Iteration 210Q: 18 clusters Score -1.180631e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 65643 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185009 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 11 contains 57966 members 
Mstep: Class 14 contains 169580 members 
Mstep: Class 15 contains 57209 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75319 members 
Mstep: Class 20 contains 41942 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 58326.246094
Iteration 211Q: 18 clusters Score -1.180631e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 65652 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185008 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84725 members 
Mstep: Class 11 contains 57971 members 
Mstep: Class 14 contains 169608 members 
Mstep: Class 15 contains 57206 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75317 members 
Mstep: Class 20 contains 41938 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063008.000000 Penalty: 58326.246094
Iteration 212Q: 18 clusters Score -1.18063e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 65661 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185007 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84732 members 
Mstep: Class 11 contains 57971 members 
Mstep: Class 14 contains 169609 members 
Mstep: Class 15 contains 57201 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75314 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 58326.246094
Iteration 213Q: 18 clusters Score -1.180631e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185007 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84734 members 
Mstep: Class 11 contains 57969 members 
Mstep: Class 14 contains 169632 members 
Mstep: Class 15 contains 57200 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 75310 members 
Mstep: Class 20 contains 41929 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063104.000000 Penalty: 58326.246094
Iteration 214Q: 18 clusters Score -1.180631e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 65657 members 
Mstep: Class 3 contains 8839 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 185008 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84735 members 
Mstep: Class 11 contains 57953 members 
Mstep: Class 14 contains 169649 members 
Mstep: Class 15 contains 57198 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 75309 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062952.000000 Penalty: 58326.246094
Iteration 215Q: 18 clusters Score -1.18063e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185008 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84734 members 
Mstep: Class 11 contains 57945 members 
Mstep: Class 14 contains 169658 members 
Mstep: Class 15 contains 57197 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 75310 members 
Mstep: Class 20 contains 41933 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062952.000000 Penalty: 58326.246094
Iteration 216Q: 18 clusters Score -1.18063e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 65658 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185015 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 11 contains 57937 members 
Mstep: Class 14 contains 169651 members 
Mstep: Class 15 contains 57199 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75318 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 58326.246094
Iteration 217Q: 18 clusters Score -1.180631e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 65653 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185014 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84744 members 
Mstep: Class 11 contains 57925 members 
Mstep: Class 14 contains 169661 members 
Mstep: Class 15 contains 57197 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75326 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063192.000000 Penalty: 58326.246094
Iteration 218Q: 18 clusters Score -1.180632e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 65650 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185018 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84742 members 
Mstep: Class 11 contains 57915 members 
Mstep: Class 14 contains 169670 members 
Mstep: Class 15 contains 57197 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75329 members 
Mstep: Class 20 contains 41933 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 58326.246094
Iteration 219Q: 18 clusters Score -1.180631e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 65653 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185021 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84740 members 
Mstep: Class 11 contains 57907 members 
Mstep: Class 14 contains 169659 members 
Mstep: Class 15 contains 57200 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 75333 members 
Mstep: Class 20 contains 41934 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063216.000000 Penalty: 58326.246094
Iteration 220F: 18 clusters Score -1.180632e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185022 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84735 members 
Mstep: Class 11 contains 57901 members 
Mstep: Class 14 contains 169634 members 
Mstep: Class 15 contains 57201 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75338 members 
Mstep: Class 20 contains 41936 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 58326.246094
Iteration 221Q: 18 clusters Score -1.180631e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 65664 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185017 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57883 members 
Mstep: Class 14 contains 169619 members 
Mstep: Class 15 contains 57203 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75338 members 
Mstep: Class 20 contains 41938 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 58326.246094
Iteration 222Q: 18 clusters Score -1.180631e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 65660 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185014 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57869 members 
Mstep: Class 14 contains 169614 members 
Mstep: Class 15 contains 57203 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75342 members 
Mstep: Class 20 contains 41940 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 58326.246094
Iteration 223Q: 18 clusters Score -1.180632e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 65664 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 185008 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 11 contains 57858 members 
Mstep: Class 14 contains 169599 members 
Mstep: Class 15 contains 57204 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75342 members 
Mstep: Class 20 contains 41941 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063192.000000 Penalty: 58326.246094
Iteration 224Q: 18 clusters Score -1.180632e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 65666 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184997 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84727 members 
Mstep: Class 11 contains 57843 members 
Mstep: Class 14 contains 169589 members 
Mstep: Class 15 contains 57204 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75345 members 
Mstep: Class 20 contains 41941 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 58326.246094
Iteration 225Q: 18 clusters Score -1.180631e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 65671 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184990 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 11 contains 57824 members 
Mstep: Class 14 contains 169561 members 
Mstep: Class 15 contains 57208 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 75350 members 
Mstep: Class 20 contains 41939 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 58326.246094
Iteration 226Q: 18 clusters Score -1.180632e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 65675 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184989 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57808 members 
Mstep: Class 14 contains 169522 members 
Mstep: Class 15 contains 57209 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 75353 members 
Mstep: Class 20 contains 41941 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 192985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063232.000000 Penalty: 58326.246094
Iteration 227Q: 18 clusters Score -1.180632e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 65675 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184988 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 11 contains 57795 members 
Mstep: Class 14 contains 169490 members 
Mstep: Class 15 contains 57209 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75360 members 
Mstep: Class 20 contains 41944 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063248.000000 Penalty: 58326.246094
Iteration 228Q: 18 clusters Score -1.180632e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 65677 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184986 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57775 members 
Mstep: Class 14 contains 169448 members 
Mstep: Class 15 contains 57210 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75364 members 
Mstep: Class 20 contains 41947 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063240.000000 Penalty: 58326.246094
Iteration 229Q: 18 clusters Score -1.180632e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 65674 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184980 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84720 members 
Mstep: Class 11 contains 57755 members 
Mstep: Class 14 contains 169399 members 
Mstep: Class 15 contains 57212 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75369 members 
Mstep: Class 20 contains 41951 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063152.000000 Penalty: 58326.246094
Iteration 230Q: 18 clusters Score -1.180632e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 65671 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184975 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84722 members 
Mstep: Class 11 contains 57737 members 
Mstep: Class 14 contains 169352 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75370 members 
Mstep: Class 20 contains 41958 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 58326.246094
Iteration 231Q: 18 clusters Score -1.180632e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 65670 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 184966 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57720 members 
Mstep: Class 14 contains 169328 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41967 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063272.000000 Penalty: 58326.246094
Iteration 232Q: 18 clusters Score -1.180633e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 65671 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 184961 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84723 members 
Mstep: Class 11 contains 57712 members 
Mstep: Class 14 contains 169305 members 
Mstep: Class 15 contains 57217 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75375 members 
Mstep: Class 20 contains 41974 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063264.000000 Penalty: 58326.246094
Iteration 233Q: 18 clusters Score -1.180633e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 65675 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 184956 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84723 members 
Mstep: Class 11 contains 57708 members 
Mstep: Class 14 contains 169279 members 
Mstep: Class 15 contains 57217 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 41979 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063280.000000 Penalty: 58326.246094
Iteration 234Q: 18 clusters Score -1.180633e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 65670 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 184949 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57703 members 
Mstep: Class 14 contains 169264 members 
Mstep: Class 15 contains 57219 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 41981 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 58326.246094
Iteration 235Q: 18 clusters Score -1.180631e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 65672 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184946 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84725 members 
Mstep: Class 11 contains 57700 members 
Mstep: Class 14 contains 169245 members 
Mstep: Class 15 contains 57218 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41981 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063184.000000 Penalty: 58326.246094
Iteration 236Q: 18 clusters Score -1.180632e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 65677 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184943 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84727 members 
Mstep: Class 11 contains 57697 members 
Mstep: Class 14 contains 169220 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41982 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 58326.246094
Iteration 237Q: 18 clusters Score -1.180631e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 65680 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184939 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84727 members 
Mstep: Class 11 contains 57693 members 
Mstep: Class 14 contains 169198 members 
Mstep: Class 15 contains 57217 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 41986 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063208.000000 Penalty: 58326.246094
Iteration 238Q: 18 clusters Score -1.180632e+08 nChanged 56
Entering ConstructFrom: 
Score: -118063208.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (46883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Entering Unmasked Estep 
Score: -5605308.500000 Penalty: 2667.341797
	Iteration 0F: 2 clusters Score -5605308 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 23425 members 
Entering Unmasked Estep 
Score: -5573583.500000 Penalty: 5334.683594
	Iteration 0F: 3 clusters Score -5573584 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5585573.500000 Penalty: 5334.683594
	Iteration 1F: 3 clusters Score -5585574 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5586075.500000 Penalty: 5334.683594
	Iteration 2Q: 3 clusters Score -5586076 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5586552.000000 Penalty: 5334.683594
	Iteration 3Q: 3 clusters Score -5586552 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5587060.000000 Penalty: 5334.683594
	Iteration 4Q: 3 clusters Score -5587060 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5587591.000000 Penalty: 5334.683594
	Iteration 5Q: 3 clusters Score -5587591 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -5588181.500000 Penalty: 5334.683594
	Iteration 6Q: 3 clusters Score -5588182 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5589037.500000 Penalty: 5334.683594
	Iteration 7Q: 3 clusters Score -5589038 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -5590122.500000 Penalty: 5334.683594
	Iteration 8Q: 3 clusters Score -5590122 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5591688.000000 Penalty: 5334.683594
	Iteration 9F: 3 clusters Score -5591688 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5593812.000000 Penalty: 5334.683594
	Iteration 10F: 3 clusters Score -5593812 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -5595751.000000 Penalty: 5334.683594
	Iteration 11F: 3 clusters Score -5595751 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -5596937.500000 Penalty: 5334.683594
	Iteration 12Q: 3 clusters Score -5596938 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5597477.000000 Penalty: 5334.683594
	Iteration 13Q: 3 clusters Score -5597477 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5597813.500000 Penalty: 5334.683594
	Iteration 14Q: 3 clusters Score -5597814 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5598154.500000 Penalty: 5334.683594
	Iteration 15Q: 3 clusters Score -5598154 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -5598447.500000 Penalty: 5334.683594
	Iteration 16Q: 3 clusters Score -5598448 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5598716.500000 Penalty: 5334.683594
	Iteration 17Q: 3 clusters Score -5598716 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -5598959.000000 Penalty: 5334.683594
	Iteration 18Q: 3 clusters Score -5598959 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -5599208.500000 Penalty: 5334.683594
	Iteration 19Q: 3 clusters Score -5599208 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5599407.000000 Penalty: 5334.683594
	Iteration 20F: 3 clusters Score -5599407 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5599577.500000 Penalty: 5334.683594
	Iteration 21Q: 3 clusters Score -5599578 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -5599745.500000 Penalty: 5334.683594
	Iteration 22Q: 3 clusters Score -5599746 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5599886.000000 Penalty: 5334.683594
	Iteration 23Q: 3 clusters Score -5599886 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -5599987.000000 Penalty: 5334.683594
	Iteration 24Q: 3 clusters Score -5599987 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5600086.000000 Penalty: 5334.683594
	Iteration 25Q: 3 clusters Score -5600086 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5600205.500000 Penalty: 5334.683594
	Iteration 26Q: 3 clusters Score -5600206 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5600296.000000 Penalty: 5334.683594
	Iteration 27Q: 3 clusters Score -5600296 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5600379.500000 Penalty: 5334.683594
	Iteration 28Q: 3 clusters Score -5600380 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5600431.000000 Penalty: 5334.683594
	Iteration 29Q: 3 clusters Score -5600431 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5600498.000000 Penalty: 5334.683594
	Iteration 30Q: 3 clusters Score -5600498 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5600599.000000 Penalty: 5334.683594
	Iteration 31Q: 3 clusters Score -5600599 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5600669.500000 Penalty: 5334.683594
	Iteration 32Q: 3 clusters Score -5600670 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5600740.000000 Penalty: 5334.683594
	Iteration 33Q: 3 clusters Score -5600740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -5600827.000000 Penalty: 5334.683594
	Iteration 34Q: 3 clusters Score -5600827 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5600911.500000 Penalty: 5334.683594
	Iteration 35Q: 3 clusters Score -5600912 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5601001.000000 Penalty: 5334.683594
	Iteration 36Q: 3 clusters Score -5601001 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5601086.000000 Penalty: 5334.683594
	Iteration 37Q: 3 clusters Score -5601086 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5601161.500000 Penalty: 5334.683594
	Iteration 38Q: 3 clusters Score -5601162 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -5601237.000000 Penalty: 5334.683594
	Iteration 39Q: 3 clusters Score -5601237 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -5601323.000000 Penalty: 5334.683594
	Iteration 40F: 3 clusters Score -5601323 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -5601399.000000 Penalty: 5334.683594
	Iteration 41Q: 3 clusters Score -5601399 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5601471.000000 Penalty: 5334.683594
	Iteration 42Q: 3 clusters Score -5601471 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5601552.500000 Penalty: 5334.683594
	Iteration 43Q: 3 clusters Score -5601552 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -5601622.000000 Penalty: 5334.683594
	Iteration 44Q: 3 clusters Score -5601622 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5601729.000000 Penalty: 5334.683594
	Iteration 45Q: 3 clusters Score -5601729 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -5601810.000000 Penalty: 5334.683594
	Iteration 46Q: 3 clusters Score -5601810 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5601890.500000 Penalty: 5334.683594
	Iteration 47Q: 3 clusters Score -5601890 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5601959.500000 Penalty: 5334.683594
	Iteration 48Q: 3 clusters Score -5601960 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5602033.500000 Penalty: 5334.683594
	Iteration 49Q: 3 clusters Score -5602034 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5602109.000000 Penalty: 5334.683594
	Iteration 50Q: 3 clusters Score -5602109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -5602173.500000 Penalty: 5334.683594
	Iteration 51Q: 3 clusters Score -5602174 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5602248.500000 Penalty: 5334.683594
	Iteration 52Q: 3 clusters Score -5602248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -5602289.000000 Penalty: 5334.683594
	Iteration 53Q: 3 clusters Score -5602289 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -5602328.000000 Penalty: 5334.683594
	Iteration 54Q: 3 clusters Score -5602328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5602372.000000 Penalty: 5334.683594
	Iteration 55Q: 3 clusters Score -5602372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -5602432.500000 Penalty: 5334.683594
	Iteration 56Q: 3 clusters Score -5602432 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5602470.500000 Penalty: 5334.683594
	Iteration 57Q: 3 clusters Score -5602470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5602525.000000 Penalty: 5334.683594
	Iteration 58Q: 3 clusters Score -5602525 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5602564.500000 Penalty: 5334.683594
	Iteration 59Q: 3 clusters Score -5602564 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5602603.500000 Penalty: 5334.683594
	Iteration 60F: 3 clusters Score -5602604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -5602661.000000 Penalty: 5334.683594
	Iteration 61Q: 3 clusters Score -5602661 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -5602697.500000 Penalty: 5334.683594
	Iteration 62Q: 3 clusters Score -5602698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -5602737.500000 Penalty: 5334.683594
	Iteration 63Q: 3 clusters Score -5602738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5602777.500000 Penalty: 5334.683594
	Iteration 64Q: 3 clusters Score -5602778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5602797.500000 Penalty: 5334.683594
	Iteration 65Q: 3 clusters Score -5602798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -5602829.000000 Penalty: 5334.683594
	Iteration 66Q: 3 clusters Score -5602829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -5602867.000000 Penalty: 5334.683594
	Iteration 67Q: 3 clusters Score -5602867 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5602898.500000 Penalty: 5334.683594
	Iteration 68Q: 3 clusters Score -5602898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -5602930.000000 Penalty: 5334.683594
	Iteration 69Q: 3 clusters Score -5602930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -5602955.000000 Penalty: 5334.683594
	Iteration 70Q: 3 clusters Score -5602955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5602952.000000 Penalty: 5334.683594
	Iteration 71Q: 3 clusters Score -5602952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5602958.000000 Penalty: 5334.683594
	Iteration 72Q: 3 clusters Score -5602958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5602978.500000 Penalty: 5334.683594
	Iteration 73Q: 3 clusters Score -5602978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5603014.500000 Penalty: 5334.683594
	Iteration 74Q: 3 clusters Score -5603014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5603024.000000 Penalty: 5334.683594
	Iteration 75Q: 3 clusters Score -5603024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -5603041.500000 Penalty: 5334.683594
	Iteration 76Q: 3 clusters Score -5603042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5603048.500000 Penalty: 5334.683594
	Iteration 77Q: 3 clusters Score -5603048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -5603061.500000 Penalty: 5334.683594
	Iteration 78Q: 3 clusters Score -5603062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5603066.000000 Penalty: 5334.683594
	Iteration 79Q: 3 clusters Score -5603066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5603077.500000 Penalty: 5334.683594
	Iteration 80F: 3 clusters Score -5603078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5603079.000000 Penalty: 5334.683594
	Iteration 81Q: 3 clusters Score -5603079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -5603085.500000 Penalty: 5334.683594
	Iteration 82Q: 3 clusters Score -5603086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -5603082.000000 Penalty: 5334.683594
	Iteration 83Q: 3 clusters Score -5603082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5603082.500000 Penalty: 5334.683594
	Iteration 84Q: 3 clusters Score -5603082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -5603086.500000 Penalty: 5334.683594
	Iteration 85Q: 3 clusters Score -5603086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5603082.000000 Penalty: 5334.683594
	Iteration 86Q: 3 clusters Score -5603082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -5603081.000000 Penalty: 5334.683594
	Iteration 87Q: 3 clusters Score -5603081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5603074.000000 Penalty: 5334.683594
	Iteration 88Q: 3 clusters Score -5603074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5603079.500000 Penalty: 5334.683594
	Iteration 89Q: 3 clusters Score -5603080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5603087.000000 Penalty: 5334.683594
	Iteration 90Q: 3 clusters Score -5603087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5603084.000000 Penalty: 5334.683594
	Iteration 91Q: 3 clusters Score -5603084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5603093.000000 Penalty: 5334.683594
	Iteration 92Q: 3 clusters Score -5603093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5603101.000000 Penalty: 5334.683594
	Iteration 93Q: 3 clusters Score -5603101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -5603105.500000 Penalty: 5334.683594
	Iteration 94Q: 3 clusters Score -5603106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -5603113.500000 Penalty: 5334.683594
	Iteration 95Q: 3 clusters Score -5603114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -5603110.500000 Penalty: 5334.683594
	Iteration 96Q: 3 clusters Score -5603110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -5603111.000000 Penalty: 5334.683594
	Iteration 97Q: 3 clusters Score -5603111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -5603107.000000 Penalty: 5334.683594
	Iteration 98Q: 3 clusters Score -5603107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -5603111.000000 Penalty: 5334.683594
	Iteration 99Q: 3 clusters Score -5603111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5603110.000000 Penalty: 5334.683594
	Iteration 100F: 3 clusters Score -5603110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5603109.500000 Penalty: 5334.683594
	Iteration 101Q: 3 clusters Score -5603110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5603115.000000 Penalty: 5334.683594
	Iteration 102Q: 3 clusters Score -5603115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5603122.500000 Penalty: 5334.683594
	Iteration 103Q: 3 clusters Score -5603122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5603127.500000 Penalty: 5334.683594
	Iteration 104Q: 3 clusters Score -5603128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5603125.000000 Penalty: 5334.683594
	Iteration 105Q: 3 clusters Score -5603125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -5603128.500000 Penalty: 5334.683594
	Iteration 106Q: 3 clusters Score -5603128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5603134.000000 Penalty: 5334.683594
	Iteration 107Q: 3 clusters Score -5603134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5603133.000000 Penalty: 5334.683594
	Iteration 108Q: 3 clusters Score -5603133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5603140.500000 Penalty: 5334.683594
	Iteration 109Q: 3 clusters Score -5603140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5603136.000000 Penalty: 5334.683594
	Iteration 110Q: 3 clusters Score -5603136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5603133.000000 Penalty: 5334.683594
	Iteration 111Q: 3 clusters Score -5603133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -5603138.000000 Penalty: 5334.683594
	Iteration 112Q: 3 clusters Score -5603138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5603136.000000 Penalty: 5334.683594
	Iteration 113Q: 3 clusters Score -5603136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5603138.500000 Penalty: 5334.683594
	Iteration 114Q: 3 clusters Score -5603138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -5603135.500000 Penalty: 5334.683594
	Iteration 115Q: 3 clusters Score -5603136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5603133.500000 Penalty: 5334.683594
	Iteration 116Q: 3 clusters Score -5603134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5603133.500000 Penalty: 5334.683594
	Iteration 117F: 3 clusters Score -5603134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Entering Unmasked Estep 
Score: -7816684.000000 Penalty: 2750.944824
	Iteration 0F: 2 clusters Score -7816684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -7772689.000000 Penalty: 5501.889648
	Iteration 0F: 3 clusters Score -7772689 nChanged 30604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7790164.000000 Penalty: 5501.889648
	Iteration 1F: 3 clusters Score -7790164 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -7790989.500000 Penalty: 5501.889648
	Iteration 2Q: 3 clusters Score -7790990 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -7792050.500000 Penalty: 5501.889648
	Iteration 3Q: 3 clusters Score -7792050 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7793502.500000 Penalty: 5501.889648
	Iteration 4Q: 3 clusters Score -7793502 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7795433.500000 Penalty: 5501.889648
	Iteration 5Q: 3 clusters Score -7795434 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -7797536.000000 Penalty: 5501.889648
	Iteration 6Q: 3 clusters Score -7797536 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7799900.500000 Penalty: 5501.889648
	Iteration 7F: 3 clusters Score -7799900 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7802414.500000 Penalty: 5501.889648
	Iteration 8F: 3 clusters Score -7802414 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -7804577.000000 Penalty: 5501.889648
	Iteration 9F: 3 clusters Score -7804577 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -7806212.500000 Penalty: 5501.889648
	Iteration 10Q: 3 clusters Score -7806212 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -7807365.500000 Penalty: 5501.889648
	Iteration 11Q: 3 clusters Score -7807366 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -7808100.000000 Penalty: 5501.889648
	Iteration 12Q: 3 clusters Score -7808100 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -7808528.500000 Penalty: 5501.889648
	Iteration 13Q: 3 clusters Score -7808528 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -7808769.500000 Penalty: 5501.889648
	Iteration 14Q: 3 clusters Score -7808770 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -7808976.000000 Penalty: 5501.889648
	Iteration 15Q: 3 clusters Score -7808976 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -7809119.000000 Penalty: 5501.889648
	Iteration 16Q: 3 clusters Score -7809119 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -7809257.500000 Penalty: 5501.889648
	Iteration 17Q: 3 clusters Score -7809258 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -7809428.500000 Penalty: 5501.889648
	Iteration 18Q: 3 clusters Score -7809428 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -7809614.000000 Penalty: 5501.889648
	Iteration 19Q: 3 clusters Score -7809614 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7809760.500000 Penalty: 5501.889648
	Iteration 20F: 3 clusters Score -7809760 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -7809906.000000 Penalty: 5501.889648
	Iteration 21Q: 3 clusters Score -7809906 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -7810043.000000 Penalty: 5501.889648
	Iteration 22Q: 3 clusters Score -7810043 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -7810187.500000 Penalty: 5501.889648
	Iteration 23Q: 3 clusters Score -7810188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -7810341.000000 Penalty: 5501.889648
	Iteration 24Q: 3 clusters Score -7810341 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -7810475.500000 Penalty: 5501.889648
	Iteration 25Q: 3 clusters Score -7810476 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7810648.000000 Penalty: 5501.889648
	Iteration 26Q: 3 clusters Score -7810648 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -7810782.000000 Penalty: 5501.889648
	Iteration 27Q: 3 clusters Score -7810782 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -7810899.500000 Penalty: 5501.889648
	Iteration 28Q: 3 clusters Score -7810900 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -7811013.000000 Penalty: 5501.889648
	Iteration 29Q: 3 clusters Score -7811013 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -7811162.000000 Penalty: 5501.889648
	Iteration 30Q: 3 clusters Score -7811162 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -7811333.000000 Penalty: 5501.889648
	Iteration 31Q: 3 clusters Score -7811333 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -7811468.000000 Penalty: 5501.889648
	Iteration 32Q: 3 clusters Score -7811468 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -7811618.500000 Penalty: 5501.889648
	Iteration 33Q: 3 clusters Score -7811618 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7811789.500000 Penalty: 5501.889648
	Iteration 34Q: 3 clusters Score -7811790 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7811912.000000 Penalty: 5501.889648
	Iteration 35Q: 3 clusters Score -7811912 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -7812079.500000 Penalty: 5501.889648
	Iteration 36Q: 3 clusters Score -7812080 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -7812286.500000 Penalty: 5501.889648
	Iteration 37Q: 3 clusters Score -7812286 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -7812397.500000 Penalty: 5501.889648
	Iteration 38Q: 3 clusters Score -7812398 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -7812543.500000 Penalty: 5501.889648
	Iteration 39Q: 3 clusters Score -7812544 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -7812722.500000 Penalty: 5501.889648
	Iteration 40F: 3 clusters Score -7812722 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7812881.500000 Penalty: 5501.889648
	Iteration 41Q: 3 clusters Score -7812882 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -7813045.000000 Penalty: 5501.889648
	Iteration 42Q: 3 clusters Score -7813045 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -7813198.000000 Penalty: 5501.889648
	Iteration 43Q: 3 clusters Score -7813198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -7813331.500000 Penalty: 5501.889648
	Iteration 44Q: 3 clusters Score -7813332 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -7813447.500000 Penalty: 5501.889648
	Iteration 45Q: 3 clusters Score -7813448 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -7813520.000000 Penalty: 5501.889648
	Iteration 46Q: 3 clusters Score -7813520 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -7813611.500000 Penalty: 5501.889648
	Iteration 47Q: 3 clusters Score -7813612 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7813699.500000 Penalty: 5501.889648
	Iteration 48Q: 3 clusters Score -7813700 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -7813767.500000 Penalty: 5501.889648
	Iteration 49Q: 3 clusters Score -7813768 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -7813821.000000 Penalty: 5501.889648
	Iteration 50Q: 3 clusters Score -7813821 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -7813895.000000 Penalty: 5501.889648
	Iteration 51Q: 3 clusters Score -7813895 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -7813934.000000 Penalty: 5501.889648
	Iteration 52Q: 3 clusters Score -7813934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -7813976.500000 Penalty: 5501.889648
	Iteration 53Q: 3 clusters Score -7813976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -7814009.500000 Penalty: 5501.889648
	Iteration 54Q: 3 clusters Score -7814010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -7814047.500000 Penalty: 5501.889648
	Iteration 55Q: 3 clusters Score -7814048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -7814078.000000 Penalty: 5501.889648
	Iteration 56Q: 3 clusters Score -7814078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -7814106.500000 Penalty: 5501.889648
	Iteration 57Q: 3 clusters Score -7814106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -7814148.000000 Penalty: 5501.889648
	Iteration 58Q: 3 clusters Score -7814148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -7814192.500000 Penalty: 5501.889648
	Iteration 59Q: 3 clusters Score -7814192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -7814219.500000 Penalty: 5501.889648
	Iteration 60F: 3 clusters Score -7814220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -7814235.500000 Penalty: 5501.889648
	Iteration 61Q: 3 clusters Score -7814236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 64466 members 
Entering Unmasked Estep 
Score: -7814248.000000 Penalty: 5501.889648
	Iteration 62Q: 3 clusters Score -7814248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -7814259.500000 Penalty: 5501.889648
	Iteration 63Q: 3 clusters Score -7814260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -7814272.000000 Penalty: 5501.889648
	Iteration 64Q: 3 clusters Score -7814272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -7814283.500000 Penalty: 5501.889648
	Iteration 65Q: 3 clusters Score -7814284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -7814302.000000 Penalty: 5501.889648
	Iteration 66Q: 3 clusters Score -7814302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7814297.000000 Penalty: 5501.889648
	Iteration 67Q: 3 clusters Score -7814297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -7814311.500000 Penalty: 5501.889648
	Iteration 68Q: 3 clusters Score -7814312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -7814313.500000 Penalty: 5501.889648
	Iteration 69Q: 3 clusters Score -7814314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -7814320.500000 Penalty: 5501.889648
	Iteration 70Q: 3 clusters Score -7814320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -7814325.000000 Penalty: 5501.889648
	Iteration 71Q: 3 clusters Score -7814325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7814324.000000 Penalty: 5501.889648
	Iteration 72Q: 3 clusters Score -7814324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -7814332.500000 Penalty: 5501.889648
	Iteration 73Q: 3 clusters Score -7814332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -7814337.500000 Penalty: 5501.889648
	Iteration 74Q: 3 clusters Score -7814338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7814341.500000 Penalty: 5501.889648
	Iteration 75Q: 3 clusters Score -7814342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -7814335.000000 Penalty: 5501.889648
	Iteration 76Q: 3 clusters Score -7814335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -7814334.500000 Penalty: 5501.889648
	Iteration 77Q: 3 clusters Score -7814334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7814335.000000 Penalty: 5501.889648
	Iteration 78Q: 3 clusters Score -7814335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -7814334.500000 Penalty: 5501.889648
	Iteration 79Q: 3 clusters Score -7814334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -7814333.000000 Penalty: 5501.889648
	Iteration 80F: 3 clusters Score -7814333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Entering Unmasked Estep 
Score: -1029257.812500 Penalty: 2253.586426
	Iteration 0F: 2 clusters Score -1029258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1022283.000000 Penalty: 4507.172852
	Iteration 0F: 3 clusters Score -1022283 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1024228.250000 Penalty: 4507.172852
	Iteration 1F: 3 clusters Score -1024228 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1024502.562500 Penalty: 4507.172852
	Iteration 2F: 3 clusters Score -1024503 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1024690.375000 Penalty: 4507.172852
	Iteration 3Q: 3 clusters Score -1024690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1024816.125000 Penalty: 4507.172852
	Iteration 4Q: 3 clusters Score -1024816 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1024927.562500 Penalty: 4507.172852
	Iteration 5Q: 3 clusters Score -1024928 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1025039.562500 Penalty: 4507.172852
	Iteration 6Q: 3 clusters Score -1025040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1025139.687500 Penalty: 4507.172852
	Iteration 7Q: 3 clusters Score -1025140 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1025239.875000 Penalty: 4507.172852
	Iteration 8Q: 3 clusters Score -1025240 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1025344.375000 Penalty: 4507.172852
	Iteration 9Q: 3 clusters Score -1025344 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1025456.875000 Penalty: 4507.172852
	Iteration 10Q: 3 clusters Score -1025457 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1025574.687500 Penalty: 4507.172852
	Iteration 11Q: 3 clusters Score -1025575 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1025711.125000 Penalty: 4507.172852
	Iteration 12Q: 3 clusters Score -1025711 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1025869.937500 Penalty: 4507.172852
	Iteration 13Q: 3 clusters Score -1025870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1026049.375000 Penalty: 4507.172852
	Iteration 14Q: 3 clusters Score -1026049 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1026264.937500 Penalty: 4507.172852
	Iteration 15Q: 3 clusters Score -1026265 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1026483.312500 Penalty: 4507.172852
	Iteration 16Q: 3 clusters Score -1026483 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1026688.062500 Penalty: 4507.172852
	Iteration 17Q: 3 clusters Score -1026688 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1026851.562500 Penalty: 4507.172852
	Iteration 18Q: 3 clusters Score -1026852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1026996.000000 Penalty: 4507.172852
	Iteration 19Q: 3 clusters Score -1026996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1027089.437500 Penalty: 4507.172852
	Iteration 20F: 3 clusters Score -1027089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1027148.562500 Penalty: 4507.172852
	Iteration 21Q: 3 clusters Score -1027149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1027192.125000 Penalty: 4507.172852
	Iteration 22Q: 3 clusters Score -1027192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1027221.250000 Penalty: 4507.172852
	Iteration 23Q: 3 clusters Score -1027221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1027241.250000 Penalty: 4507.172852
	Iteration 24Q: 3 clusters Score -1027241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1027252.812500 Penalty: 4507.172852
	Iteration 25Q: 3 clusters Score -1027253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1027262.500000 Penalty: 4507.172852
	Iteration 26Q: 3 clusters Score -1027262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1027270.375000 Penalty: 4507.172852
	Iteration 27Q: 3 clusters Score -1027270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1027276.312500 Penalty: 4507.172852
	Iteration 28Q: 3 clusters Score -1027276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1027279.375000 Penalty: 4507.172852
	Iteration 29Q: 3 clusters Score -1027279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1027279.250000 Penalty: 4507.172852
	Iteration 30Q: 3 clusters Score -1027279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1027280.875000 Penalty: 4507.172852
	Iteration 31Q: 3 clusters Score -1027281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1027281.750000 Penalty: 4507.172852
	Iteration 32Q: 3 clusters Score -1027282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1027281.750000 Penalty: 4507.172852
	Iteration 33F: 3 clusters Score -1027282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -303373.437500 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -303373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -300384.562500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -300384.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -300967.156250 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -300967.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -301116.531250 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -301116.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -301209.906250 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -301209.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -301270.031250 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -301270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -301310.031250 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -301310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301337.593750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -301337.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -301357.906250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -301357.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -301368.218750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -301368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -301378.531250 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -301378.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -301391.718750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -301391.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301407.906250 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -301407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -301423.000000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -301423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -301439.812500 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -301439.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -301452.906250 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -301452.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -301466.812500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -301466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -301475.062500 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -301475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -301482.781250 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -301482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -301491.343750 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -301491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -301498.500000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -301498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -301509.843750 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -301509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -301519.906250 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -301519.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -301529.875000 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -301529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -301539.843750 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -301539.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -301551.781250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -301551.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -301562.531250 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -301562.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -301579.000000 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -301579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -301593.093750 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -301593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -301605.312500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -301605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -301609.250000 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -301609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301613.125000 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -301613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -301617.687500 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -301617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -301623.093750 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -301623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -301632.843750 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -301632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -301643.000000 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -301643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -301647.250000 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -301647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -301652.718750 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -301652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -301656.437500 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -301656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -301659.156250 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -301659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -301659.718750 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -301659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -301661.875000 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -301661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -301663.937500 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -301663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -301664.062500 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -301664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -301666.312500 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -301666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -301667.656250 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -301667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -301669.062500 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -301669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -301671.750000 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -301671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -301673.937500 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -301673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -301677.000000 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -301677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -301679.281250 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -301679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -301679.812500 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -301679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -301680.031250 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -301680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -301681.156250 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -301681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -301682.531250 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -301682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -301683.062500 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -301683.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -301683.062500 Penalty: 3894.424072
	Iteration 55F: 3 clusters Score -301683.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184935 members 
Entering Unmasked Estep 
Score: -21967770.000000 Penalty: 3007.684570
	Iteration 0F: 2 clusters Score -2.196777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -21855338.000000 Penalty: 6015.369141
	Iteration 0F: 3 clusters Score -2.185534e+07 nChanged 88899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -21907656.000000 Penalty: 6015.369141
	Iteration 1F: 3 clusters Score -2.190766e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -21909180.000000 Penalty: 6015.369141
	Iteration 2Q: 3 clusters Score -2.190918e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -21911662.000000 Penalty: 6015.369141
	Iteration 3Q: 3 clusters Score -2.191166e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -21916122.000000 Penalty: 6015.369141
	Iteration 4F: 3 clusters Score -2.191612e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129261 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -21923792.000000 Penalty: 6015.369141
	Iteration 5F: 3 clusters Score -2.192379e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -21936004.000000 Penalty: 6015.369141
	Iteration 6F: 3 clusters Score -2.1936e+07 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160540 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -21950640.000000 Penalty: 6015.369141
	Iteration 7F: 3 clusters Score -2.195064e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174137 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -21960260.000000 Penalty: 6015.369141
	Iteration 8F: 3 clusters Score -2.196026e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181412 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -21963634.000000 Penalty: 6015.369141
	Iteration 9Q: 3 clusters Score -2.196363e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183847 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -21964676.000000 Penalty: 6015.369141
	Iteration 10Q: 3 clusters Score -2.196468e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184455 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21964858.000000 Penalty: 6015.369141
	Iteration 11Q: 3 clusters Score -2.196486e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21965012.000000 Penalty: 6015.369141
	Iteration 12Q: 3 clusters Score -2.196501e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21965098.000000 Penalty: 6015.369141
	Iteration 13Q: 3 clusters Score -2.19651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184638 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21965104.000000 Penalty: 6015.369141
	Iteration 14Q: 3 clusters Score -2.19651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21965120.000000 Penalty: 6015.369141
	Iteration 15Q: 3 clusters Score -2.196512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184666 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21965164.000000 Penalty: 6015.369141
	Iteration 16Q: 3 clusters Score -2.196516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184669 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21965178.000000 Penalty: 6015.369141
	Iteration 17Q: 3 clusters Score -2.196518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184670 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21965188.000000 Penalty: 6015.369141
	Iteration 18Q: 3 clusters Score -2.196519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184673 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21965192.000000 Penalty: 6015.369141
	Iteration 19Q: 3 clusters Score -2.196519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184674 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21965192.000000 Penalty: 6015.369141
	Iteration 20F: 3 clusters Score -2.196519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21965208.000000 Penalty: 6015.369141
	Iteration 21Q: 3 clusters Score -2.196521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21965208.000000 Penalty: 6015.369141
	Iteration 22F: 3 clusters Score -2.196521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2246016.000000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2246016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2232572.750000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2232573 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2237061.250000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2237061 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2237477.000000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2237477 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2237845.000000 Penalty: 4893.918945
	Iteration 3Q: 3 clusters Score -2237845 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2238268.750000 Penalty: 4893.918945
	Iteration 4Q: 3 clusters Score -2238269 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2238827.500000 Penalty: 4893.918945
	Iteration 5F: 3 clusters Score -2238828 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2239563.250000 Penalty: 4893.918945
	Iteration 6F: 3 clusters Score -2239563 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2240543.250000 Penalty: 4893.918945
	Iteration 7F: 3 clusters Score -2240543 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2241617.000000 Penalty: 4893.918945
	Iteration 8F: 3 clusters Score -2241617 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2242630.500000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -2242630 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2243503.250000 Penalty: 4893.918945
	Iteration 10Q: 3 clusters Score -2243503 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2244160.000000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -2244160 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2244486.000000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -2244486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2244637.000000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2244637 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2244696.250000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2244696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2244749.000000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2244749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2244776.000000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2244776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2244791.000000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2244791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2244803.250000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2244803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2244814.000000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2244814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2244816.750000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2244817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2244820.750000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2244821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2244826.000000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2244826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2244823.500000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2244824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2244823.500000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2244824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2244827.500000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2244828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2244827.000000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2244827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2244829.750000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2244830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2244829.000000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2244829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2244830.000000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2244830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2244830.500000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2244830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2244829.500000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2244830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2244829.500000 Penalty: 4893.918945
	Iteration 32F: 3 clusters Score -2244830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -382024.500000 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -382024.5 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -382805.968750 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -382806 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -383015.062500 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -383015.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -383221.500000 Penalty: 4032.655518
	Iteration 3Q: 3 clusters Score -383221.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -383410.687500 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -383410.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -383830.843750 Penalty: 4032.655518
	Iteration 5F: 3 clusters Score -383830.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -384591.125000 Penalty: 4032.655518
	Iteration 6F: 3 clusters Score -384591.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -385254.343750 Penalty: 4032.655518
	Iteration 7F: 3 clusters Score -385254.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -385701.531250 Penalty: 4032.655518
	Iteration 8F: 3 clusters Score -385701.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -385904.031250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -385904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -385975.406250 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -385975.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -386005.718750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -386005.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -386015.531250 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -386015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -386020.687500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -386020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -386027.218750 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -386027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -386030.968750 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -386031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -386033.781250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -386033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -386036.687500 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -386036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -386037.187500 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -386037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -386037.187500 Penalty: 4032.655518
	Iteration 19F: 3 clusters Score -386037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 65678 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184935 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 11 contains 57690 members 
Mstep: Class 14 contains 169179 members 
Mstep: Class 15 contains 57217 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41992 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193426 members 
Entering Unmasked Estep 
Score: -118062304.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118063208.000000 to -118062304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (84726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Entering Unmasked Estep 
Score: -10066172.000000 Penalty: 2814.100098
	Iteration 0F: 2 clusters Score -1.006617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -10009794.000000 Penalty: 5628.200195
	Iteration 0F: 3 clusters Score -1.000979e+07 nChanged 39884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -10032383.000000 Penalty: 5628.200195
	Iteration 1F: 3 clusters Score -1.003238e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -10033684.000000 Penalty: 5628.200195
	Iteration 2Q: 3 clusters Score -1.003368e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -10035840.000000 Penalty: 5628.200195
	Iteration 3F: 3 clusters Score -1.003584e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10039552.000000 Penalty: 5628.200195
	Iteration 4F: 3 clusters Score -1.003955e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -10044859.000000 Penalty: 5628.200195
	Iteration 5F: 3 clusters Score -1.004486e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -10051636.000000 Penalty: 5628.200195
	Iteration 6F: 3 clusters Score -1.005164e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -10057420.000000 Penalty: 5628.200195
	Iteration 7F: 3 clusters Score -1.005742e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -10060800.000000 Penalty: 5628.200195
	Iteration 8Q: 3 clusters Score -1.00608e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10062236.000000 Penalty: 5628.200195
	Iteration 9Q: 3 clusters Score -1.006224e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -10062803.000000 Penalty: 5628.200195
	Iteration 10Q: 3 clusters Score -1.00628e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -10063041.000000 Penalty: 5628.200195
	Iteration 11Q: 3 clusters Score -1.006304e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -10063158.000000 Penalty: 5628.200195
	Iteration 12Q: 3 clusters Score -1.006316e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10063283.000000 Penalty: 5628.200195
	Iteration 13Q: 3 clusters Score -1.006328e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -10063354.000000 Penalty: 5628.200195
	Iteration 14Q: 3 clusters Score -1.006335e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10063433.000000 Penalty: 5628.200195
	Iteration 15Q: 3 clusters Score -1.006343e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -10063521.000000 Penalty: 5628.200195
	Iteration 16Q: 3 clusters Score -1.006352e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10063544.000000 Penalty: 5628.200195
	Iteration 17Q: 3 clusters Score -1.006354e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10063573.000000 Penalty: 5628.200195
	Iteration 18Q: 3 clusters Score -1.006357e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -10063612.000000 Penalty: 5628.200195
	Iteration 19Q: 3 clusters Score -1.006361e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10063661.000000 Penalty: 5628.200195
	Iteration 20F: 3 clusters Score -1.006366e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10063688.000000 Penalty: 5628.200195
	Iteration 21Q: 3 clusters Score -1.006369e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10063689.000000 Penalty: 5628.200195
	Iteration 22Q: 3 clusters Score -1.006369e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10063707.000000 Penalty: 5628.200195
	Iteration 23Q: 3 clusters Score -1.006371e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10063752.000000 Penalty: 5628.200195
	Iteration 24Q: 3 clusters Score -1.006375e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10063749.000000 Penalty: 5628.200195
	Iteration 25Q: 3 clusters Score -1.006375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10063759.000000 Penalty: 5628.200195
	Iteration 26Q: 3 clusters Score -1.006376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10063788.000000 Penalty: 5628.200195
	Iteration 27Q: 3 clusters Score -1.006379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10063787.000000 Penalty: 5628.200195
	Iteration 28Q: 3 clusters Score -1.006379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10063790.000000 Penalty: 5628.200195
	Iteration 29Q: 3 clusters Score -1.006379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10063799.000000 Penalty: 5628.200195
	Iteration 30Q: 3 clusters Score -1.00638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10063811.000000 Penalty: 5628.200195
	Iteration 31Q: 3 clusters Score -1.006381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10063813.000000 Penalty: 5628.200195
	Iteration 32Q: 3 clusters Score -1.006381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10063815.000000 Penalty: 5628.200195
	Iteration 33Q: 3 clusters Score -1.006382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10063813.000000 Penalty: 5628.200195
	Iteration 34Q: 3 clusters Score -1.006381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10063817.000000 Penalty: 5628.200195
	Iteration 35Q: 3 clusters Score -1.006382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10063816.000000 Penalty: 5628.200195
	Iteration 36Q: 3 clusters Score -1.006382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10063808.000000 Penalty: 5628.200195
	Iteration 37Q: 3 clusters Score -1.006381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10063809.000000 Penalty: 5628.200195
	Iteration 38Q: 3 clusters Score -1.006381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10063824.000000 Penalty: 5628.200195
	Iteration 39Q: 3 clusters Score -1.006382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10063824.000000 Penalty: 5628.200195
	Iteration 40F: 3 clusters Score -1.006382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10063829.000000 Penalty: 5628.200195
	Iteration 41Q: 3 clusters Score -1.006383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10063827.000000 Penalty: 5628.200195
	Iteration 42Q: 3 clusters Score -1.006383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10063834.000000 Penalty: 5628.200195
	Iteration 43Q: 3 clusters Score -1.006383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10063854.000000 Penalty: 5628.200195
	Iteration 44Q: 3 clusters Score -1.006385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10063858.000000 Penalty: 5628.200195
	Iteration 45Q: 3 clusters Score -1.006386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10063850.000000 Penalty: 5628.200195
	Iteration 46Q: 3 clusters Score -1.006385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10063852.000000 Penalty: 5628.200195
	Iteration 47Q: 3 clusters Score -1.006385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10063844.000000 Penalty: 5628.200195
	Iteration 48Q: 3 clusters Score -1.006384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -10063848.000000 Penalty: 5628.200195
	Iteration 49Q: 3 clusters Score -1.006385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10063856.000000 Penalty: 5628.200195
	Iteration 50Q: 3 clusters Score -1.006386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10063846.000000 Penalty: 5628.200195
	Iteration 51Q: 3 clusters Score -1.006385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10063852.000000 Penalty: 5628.200195
	Iteration 52Q: 3 clusters Score -1.006385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10063835.000000 Penalty: 5628.200195
	Iteration 53Q: 3 clusters Score -1.006384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10063842.000000 Penalty: 5628.200195
	Iteration 54Q: 3 clusters Score -1.006384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10063843.000000 Penalty: 5628.200195
	Iteration 55Q: 3 clusters Score -1.006384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10063843.000000 Penalty: 5628.200195
	Iteration 56Q: 3 clusters Score -1.006384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10063848.000000 Penalty: 5628.200195
	Iteration 57Q: 3 clusters Score -1.006385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10063838.000000 Penalty: 5628.200195
	Iteration 58Q: 3 clusters Score -1.006384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10063839.000000 Penalty: 5628.200195
	Iteration 59Q: 3 clusters Score -1.006384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10063844.000000 Penalty: 5628.200195
	Iteration 60F: 3 clusters Score -1.006384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Entering Unmasked Estep 
Score: -6875411.500000 Penalty: 2718.784180
	Iteration 0F: 2 clusters Score -6875412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -6836783.000000 Penalty: 5437.568359
	Iteration 0F: 3 clusters Score -6836783 nChanged 26673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6851537.000000 Penalty: 5437.568359
	Iteration 1F: 3 clusters Score -6851537 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6852054.000000 Penalty: 5437.568359
	Iteration 2Q: 3 clusters Score -6852054 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -6852521.500000 Penalty: 5437.568359
	Iteration 3Q: 3 clusters Score -6852522 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -6852927.000000 Penalty: 5437.568359
	Iteration 4Q: 3 clusters Score -6852927 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -6853311.000000 Penalty: 5437.568359
	Iteration 5Q: 3 clusters Score -6853311 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6853882.500000 Penalty: 5437.568359
	Iteration 6Q: 3 clusters Score -6853882 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6854515.500000 Penalty: 5437.568359
	Iteration 7Q: 3 clusters Score -6854516 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6855398.500000 Penalty: 5437.568359
	Iteration 8Q: 3 clusters Score -6855398 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -6856846.500000 Penalty: 5437.568359
	Iteration 9Q: 3 clusters Score -6856846 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -6859189.000000 Penalty: 5437.568359
	Iteration 10F: 3 clusters Score -6859189 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6862623.000000 Penalty: 5437.568359
	Iteration 11F: 3 clusters Score -6862623 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6866540.000000 Penalty: 5437.568359
	Iteration 12F: 3 clusters Score -6866540 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -6869801.000000 Penalty: 5437.568359
	Iteration 13F: 3 clusters Score -6869801 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6871617.000000 Penalty: 5437.568359
	Iteration 14Q: 3 clusters Score -6871617 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -6872437.000000 Penalty: 5437.568359
	Iteration 15Q: 3 clusters Score -6872437 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -6872742.500000 Penalty: 5437.568359
	Iteration 16Q: 3 clusters Score -6872742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -6872858.500000 Penalty: 5437.568359
	Iteration 17Q: 3 clusters Score -6872858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -6872927.500000 Penalty: 5437.568359
	Iteration 18Q: 3 clusters Score -6872928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -6872954.500000 Penalty: 5437.568359
	Iteration 19Q: 3 clusters Score -6872954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -6872964.500000 Penalty: 5437.568359
	Iteration 20F: 3 clusters Score -6872964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -6872968.500000 Penalty: 5437.568359
	Iteration 21Q: 3 clusters Score -6872968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -6872990.000000 Penalty: 5437.568359
	Iteration 22Q: 3 clusters Score -6872990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -6872990.500000 Penalty: 5437.568359
	Iteration 23Q: 3 clusters Score -6872990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -6872997.500000 Penalty: 5437.568359
	Iteration 24Q: 3 clusters Score -6872998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -6873001.000000 Penalty: 5437.568359
	Iteration 25Q: 3 clusters Score -6873001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -6873001.000000 Penalty: 5437.568359
	Iteration 26F: 3 clusters Score -6873001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (169179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Entering Unmasked Estep 
Score: -19926384.000000 Penalty: 2985.600586
	Iteration 0F: 2 clusters Score -1.992638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -19815226.000000 Penalty: 5971.201172
	Iteration 0F: 3 clusters Score -1.981523e+07 nChanged 81283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -19862966.000000 Penalty: 5971.201172
	Iteration 1F: 3 clusters Score -1.986297e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -19864422.000000 Penalty: 5971.201172
	Iteration 2Q: 3 clusters Score -1.986442e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -19866224.000000 Penalty: 5971.201172
	Iteration 3Q: 3 clusters Score -1.986622e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -19869268.000000 Penalty: 5971.201172
	Iteration 4Q: 3 clusters Score -1.986927e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -19873890.000000 Penalty: 5971.201172
	Iteration 5F: 3 clusters Score -1.987389e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -19880844.000000 Penalty: 5971.201172
	Iteration 6F: 3 clusters Score -1.988084e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -19890100.000000 Penalty: 5971.201172
	Iteration 7F: 3 clusters Score -1.98901e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -19899836.000000 Penalty: 5971.201172
	Iteration 8F: 3 clusters Score -1.989984e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -19906702.000000 Penalty: 5971.201172
	Iteration 9F: 3 clusters Score -1.99067e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133175 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -19910766.000000 Penalty: 5971.201172
	Iteration 10Q: 3 clusters Score -1.991077e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137084 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -19913126.000000 Penalty: 5971.201172
	Iteration 11Q: 3 clusters Score -1.991313e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -19914926.000000 Penalty: 5971.201172
	Iteration 12Q: 3 clusters Score -1.991493e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144029 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -19916584.000000 Penalty: 5971.201172
	Iteration 13Q: 3 clusters Score -1.991658e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -19918334.000000 Penalty: 5971.201172
	Iteration 14Q: 3 clusters Score -1.991833e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -19920000.000000 Penalty: 5971.201172
	Iteration 15Q: 3 clusters Score -1.992e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152490 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -19921058.000000 Penalty: 5971.201172
	Iteration 16Q: 3 clusters Score -1.992106e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -19922104.000000 Penalty: 5971.201172
	Iteration 17Q: 3 clusters Score -1.99221e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156583 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -19923054.000000 Penalty: 5971.201172
	Iteration 18Q: 3 clusters Score -1.992305e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -19923642.000000 Penalty: 5971.201172
	Iteration 19Q: 3 clusters Score -1.992364e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -19924188.000000 Penalty: 5971.201172
	Iteration 20F: 3 clusters Score -1.992419e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -19924550.000000 Penalty: 5971.201172
	Iteration 21Q: 3 clusters Score -1.992455e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -19924842.000000 Penalty: 5971.201172
	Iteration 22Q: 3 clusters Score -1.992484e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162363 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -19924940.000000 Penalty: 5971.201172
	Iteration 23Q: 3 clusters Score -1.992494e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -19925006.000000 Penalty: 5971.201172
	Iteration 24Q: 3 clusters Score -1.992501e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163462 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -19925148.000000 Penalty: 5971.201172
	Iteration 25Q: 3 clusters Score -1.992515e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -19925212.000000 Penalty: 5971.201172
	Iteration 26Q: 3 clusters Score -1.992521e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -19925232.000000 Penalty: 5971.201172
	Iteration 27Q: 3 clusters Score -1.992523e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -19925288.000000 Penalty: 5971.201172
	Iteration 28Q: 3 clusters Score -1.992529e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -19925362.000000 Penalty: 5971.201172
	Iteration 29Q: 3 clusters Score -1.992536e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -19925420.000000 Penalty: 5971.201172
	Iteration 30Q: 3 clusters Score -1.992542e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -19925400.000000 Penalty: 5971.201172
	Iteration 31Q: 3 clusters Score -1.99254e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165478 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -19925426.000000 Penalty: 5971.201172
	Iteration 32Q: 3 clusters Score -1.992543e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -19925444.000000 Penalty: 5971.201172
	Iteration 33Q: 3 clusters Score -1.992544e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -19925450.000000 Penalty: 5971.201172
	Iteration 34Q: 3 clusters Score -1.992545e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -19925432.000000 Penalty: 5971.201172
	Iteration 35Q: 3 clusters Score -1.992543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -19925478.000000 Penalty: 5971.201172
	Iteration 36Q: 3 clusters Score -1.992548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19925488.000000 Penalty: 5971.201172
	Iteration 37Q: 3 clusters Score -1.992549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -19925510.000000 Penalty: 5971.201172
	Iteration 38Q: 3 clusters Score -1.992551e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -19925492.000000 Penalty: 5971.201172
	Iteration 39Q: 3 clusters Score -1.992549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -19925498.000000 Penalty: 5971.201172
	Iteration 40F: 3 clusters Score -1.99255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -19925504.000000 Penalty: 5971.201172
	Iteration 41Q: 3 clusters Score -1.99255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166197 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -19925482.000000 Penalty: 5971.201172
	Iteration 42Q: 3 clusters Score -1.992548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166211 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -19925488.000000 Penalty: 5971.201172
	Iteration 43Q: 3 clusters Score -1.992549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166226 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -19925480.000000 Penalty: 5971.201172
	Iteration 44Q: 3 clusters Score -1.992548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -19925468.000000 Penalty: 5971.201172
	Iteration 45Q: 3 clusters Score -1.992547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -19925488.000000 Penalty: 5971.201172
	Iteration 46Q: 3 clusters Score -1.992549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166266 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -19925472.000000 Penalty: 5971.201172
	Iteration 47Q: 3 clusters Score -1.992547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19925470.000000 Penalty: 5971.201172
	Iteration 48Q: 3 clusters Score -1.992547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19925468.000000 Penalty: 5971.201172
	Iteration 49Q: 3 clusters Score -1.992547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19925472.000000 Penalty: 5971.201172
	Iteration 50Q: 3 clusters Score -1.992547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -19925474.000000 Penalty: 5971.201172
	Iteration 51Q: 3 clusters Score -1.992547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19925478.000000 Penalty: 5971.201172
	Iteration 52Q: 3 clusters Score -1.992548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -19925474.000000 Penalty: 5971.201172
	Iteration 53Q: 3 clusters Score -1.992547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -19925484.000000 Penalty: 5971.201172
	Iteration 54Q: 3 clusters Score -1.992548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166377 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19925482.000000 Penalty: 5971.201172
	Iteration 55Q: 3 clusters Score -1.992548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -19925484.000000 Penalty: 5971.201172
	Iteration 56Q: 3 clusters Score -1.992548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19925486.000000 Penalty: 5971.201172
	Iteration 57Q: 3 clusters Score -1.992549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -19925496.000000 Penalty: 5971.201172
	Iteration 58Q: 3 clusters Score -1.99255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19925490.000000 Penalty: 5971.201172
	Iteration 59Q: 3 clusters Score -1.992549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19925504.000000 Penalty: 5971.201172
	Iteration 60F: 3 clusters Score -1.99255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19925484.000000 Penalty: 5971.201172
	Iteration 61Q: 3 clusters Score -1.992548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -19925478.000000 Penalty: 5971.201172
	Iteration 62Q: 3 clusters Score -1.992548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166410 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -19925500.000000 Penalty: 5971.201172
	Iteration 63Q: 3 clusters Score -1.99255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19925506.000000 Penalty: 5971.201172
	Iteration 64Q: 3 clusters Score -1.992551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19925494.000000 Penalty: 5971.201172
	Iteration 65Q: 3 clusters Score -1.992549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -19925494.000000 Penalty: 5971.201172
	Iteration 66Q: 3 clusters Score -1.992549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19925496.000000 Penalty: 5971.201172
	Iteration 67Q: 3 clusters Score -1.99255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -19925494.000000 Penalty: 5971.201172
	Iteration 68Q: 3 clusters Score -1.992549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19925482.000000 Penalty: 5971.201172
	Iteration 69Q: 3 clusters Score -1.992548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -19925494.000000 Penalty: 5971.201172
	Iteration 70Q: 3 clusters Score -1.992549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -19925480.000000 Penalty: 5971.201172
	Iteration 71Q: 3 clusters Score -1.992548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19925488.000000 Penalty: 5971.201172
	Iteration 72Q: 3 clusters Score -1.992549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -19925486.000000 Penalty: 5971.201172
	Iteration 73Q: 3 clusters Score -1.992549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -19925480.000000 Penalty: 5971.201172
	Iteration 74Q: 3 clusters Score -1.992548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -19925474.000000 Penalty: 5971.201172
	Iteration 75Q: 3 clusters Score -1.992547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19925484.000000 Penalty: 5971.201172
	Iteration 76Q: 3 clusters Score -1.992548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166501 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19925460.000000 Penalty: 5971.201172
	Iteration 77Q: 3 clusters Score -1.992546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166503 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19925460.000000 Penalty: 5971.201172
	Iteration 78Q: 3 clusters Score -1.992546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19925466.000000 Penalty: 5971.201172
	Iteration 79Q: 3 clusters Score -1.992547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19925442.000000 Penalty: 5971.201172
	Iteration 80F: 3 clusters Score -1.992544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19925446.000000 Penalty: 5971.201172
	Iteration 81Q: 3 clusters Score -1.992545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166521 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -19925436.000000 Penalty: 5971.201172
	Iteration 82Q: 3 clusters Score -1.992544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19925444.000000 Penalty: 5971.201172
	Iteration 83Q: 3 clusters Score -1.992544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -19925458.000000 Penalty: 5971.201172
	Iteration 84Q: 3 clusters Score -1.992546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19925448.000000 Penalty: 5971.201172
	Iteration 85Q: 3 clusters Score -1.992545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -19925452.000000 Penalty: 5971.201172
	Iteration 86Q: 3 clusters Score -1.992545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19925446.000000 Penalty: 5971.201172
	Iteration 87Q: 3 clusters Score -1.992545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19925446.000000 Penalty: 5971.201172
	Iteration 88F: 3 clusters Score -1.992545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Entering Unmasked Estep 
Score: -6763159.000000 Penalty: 2716.742188
	Iteration 0F: 2 clusters Score -6763159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -6724509.500000 Penalty: 5433.484375
	Iteration 0F: 3 clusters Score -6724510 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6739266.000000 Penalty: 5433.484375
	Iteration 1F: 3 clusters Score -6739266 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6739695.000000 Penalty: 5433.484375
	Iteration 2Q: 3 clusters Score -6739695 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -6740161.500000 Penalty: 5433.484375
	Iteration 3Q: 3 clusters Score -6740162 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6740528.500000 Penalty: 5433.484375
	Iteration 4Q: 3 clusters Score -6740528 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6740917.500000 Penalty: 5433.484375
	Iteration 5Q: 3 clusters Score -6740918 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -6741249.500000 Penalty: 5433.484375
	Iteration 6Q: 3 clusters Score -6741250 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -6741576.000000 Penalty: 5433.484375
	Iteration 7Q: 3 clusters Score -6741576 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6742078.000000 Penalty: 5433.484375
	Iteration 8Q: 3 clusters Score -6742078 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6742765.000000 Penalty: 5433.484375
	Iteration 9Q: 3 clusters Score -6742765 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6743731.000000 Penalty: 5433.484375
	Iteration 10Q: 3 clusters Score -6743731 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -6745222.000000 Penalty: 5433.484375
	Iteration 11F: 3 clusters Score -6745222 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -6747550.500000 Penalty: 5433.484375
	Iteration 12F: 3 clusters Score -6747550 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -6750746.000000 Penalty: 5433.484375
	Iteration 13F: 3 clusters Score -6750746 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -6754097.500000 Penalty: 5433.484375
	Iteration 14F: 3 clusters Score -6754098 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -6756650.500000 Penalty: 5433.484375
	Iteration 15F: 3 clusters Score -6756650 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -6758306.000000 Penalty: 5433.484375
	Iteration 16Q: 3 clusters Score -6758306 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6759282.000000 Penalty: 5433.484375
	Iteration 17Q: 3 clusters Score -6759282 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6759879.500000 Penalty: 5433.484375
	Iteration 18Q: 3 clusters Score -6759880 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -6760320.000000 Penalty: 5433.484375
	Iteration 19Q: 3 clusters Score -6760320 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -6760598.000000 Penalty: 5433.484375
	Iteration 20F: 3 clusters Score -6760598 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -6760801.500000 Penalty: 5433.484375
	Iteration 21Q: 3 clusters Score -6760802 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6760986.500000 Penalty: 5433.484375
	Iteration 22Q: 3 clusters Score -6760986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -6761150.500000 Penalty: 5433.484375
	Iteration 23Q: 3 clusters Score -6761150 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -6761220.500000 Penalty: 5433.484375
	Iteration 24Q: 3 clusters Score -6761220 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6761293.000000 Penalty: 5433.484375
	Iteration 25Q: 3 clusters Score -6761293 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6761352.000000 Penalty: 5433.484375
	Iteration 26Q: 3 clusters Score -6761352 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6761396.000000 Penalty: 5433.484375
	Iteration 27Q: 3 clusters Score -6761396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6761408.000000 Penalty: 5433.484375
	Iteration 28Q: 3 clusters Score -6761408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -6761423.000000 Penalty: 5433.484375
	Iteration 29Q: 3 clusters Score -6761423 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6761458.000000 Penalty: 5433.484375
	Iteration 30Q: 3 clusters Score -6761458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6761465.000000 Penalty: 5433.484375
	Iteration 31Q: 3 clusters Score -6761465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6761468.500000 Penalty: 5433.484375
	Iteration 32Q: 3 clusters Score -6761468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6761472.500000 Penalty: 5433.484375
	Iteration 33Q: 3 clusters Score -6761472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6761488.500000 Penalty: 5433.484375
	Iteration 34Q: 3 clusters Score -6761488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6761489.000000 Penalty: 5433.484375
	Iteration 35Q: 3 clusters Score -6761489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6761486.500000 Penalty: 5433.484375
	Iteration 36Q: 3 clusters Score -6761486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6761499.000000 Penalty: 5433.484375
	Iteration 37Q: 3 clusters Score -6761499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6761501.000000 Penalty: 5433.484375
	Iteration 38Q: 3 clusters Score -6761501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6761507.000000 Penalty: 5433.484375
	Iteration 39Q: 3 clusters Score -6761507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6761505.500000 Penalty: 5433.484375
	Iteration 40F: 3 clusters Score -6761506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6761514.500000 Penalty: 5433.484375
	Iteration 41Q: 3 clusters Score -6761514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6761513.500000 Penalty: 5433.484375
	Iteration 42Q: 3 clusters Score -6761514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6761517.000000 Penalty: 5433.484375
	Iteration 43Q: 3 clusters Score -6761517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6761522.000000 Penalty: 5433.484375
	Iteration 44Q: 3 clusters Score -6761522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6761520.500000 Penalty: 5433.484375
	Iteration 45Q: 3 clusters Score -6761520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6761515.500000 Penalty: 5433.484375
	Iteration 46Q: 3 clusters Score -6761516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6761518.500000 Penalty: 5433.484375
	Iteration 47Q: 3 clusters Score -6761518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6761518.000000 Penalty: 5433.484375
	Iteration 48Q: 3 clusters Score -6761518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6761510.500000 Penalty: 5433.484375
	Iteration 49Q: 3 clusters Score -6761510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6761512.000000 Penalty: 5433.484375
	Iteration 50Q: 3 clusters Score -6761512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6761517.000000 Penalty: 5433.484375
	Iteration 51Q: 3 clusters Score -6761517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6761517.000000 Penalty: 5433.484375
	Iteration 52F: 3 clusters Score -6761517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -77953.617188 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -77953.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76257.890625 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -76257.89 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76491.882812 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -76491.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76579.085938 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -76579.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76710.710938 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -76710.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76848.156250 Penalty: 3279.572266
	Iteration 4F: 3 clusters Score -76848.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76988.375000 Penalty: 3279.572266
	Iteration 5F: 3 clusters Score -76988.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77165.648438 Penalty: 3279.572266
	Iteration 6F: 3 clusters Score -77165.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77294.562500 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -77294.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77386.343750 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -77386.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77566.851562 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -77566.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77635.148438 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -77635.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77652.687500 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -77652.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77667.734375 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -77667.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77669.726562 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -77669.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77671.765625 Penalty: 3279.572266
	Iteration 14F: 3 clusters Score -77671.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77678.664062 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -77678.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77681.164062 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -77681.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77685.203125 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -77685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -77686.562500 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -77686.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -77686.562500 Penalty: 3279.572266
	Iteration 19F: 3 clusters Score -77686.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -748178.312500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -748178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -742867.375000 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -742867.4 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -744202.187500 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -744202.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -744456.187500 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -744456.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -744610.437500 Penalty: 4343.080078
	Iteration 3Q: 3 clusters Score -744610.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -744740.625000 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -744740.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -744859.250000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -744859.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -744978.375000 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -744978.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -745105.750000 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -745105.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -745229.937500 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -745229.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -745386.937500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -745386.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -745569.250000 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -745569.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -745748.375000 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -745748.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -745901.437500 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -745901.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -746028.000000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -746028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -746134.875000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -746134.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -746259.875000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -746259.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -746352.875000 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -746352.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -746432.250000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -746432.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -746511.250000 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -746511.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -746589.937500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -746589.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -746648.500000 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -746648.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -746689.562500 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -746689.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -746724.125000 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -746724.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -746748.312500 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -746748.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -746758.625000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -746758.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -746768.125000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -746768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -746778.250000 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -746778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -746785.437500 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -746785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -746789.625000 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -746789.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -746793.687500 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -746793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -746798.437500 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -746798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -746800.687500 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -746800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -746801.625000 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -746801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -746802.437500 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -746802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -746802.687500 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -746802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -746806.125000 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -746806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -746805.750000 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -746805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -746806.187500 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -746806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -746809.375000 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -746809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -746808.312500 Penalty: 4343.080078
	Iteration 39Q: 3 clusters Score -746808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -746809.812500 Penalty: 4343.080078
	Iteration 40F: 3 clusters Score -746809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -746810.750000 Penalty: 4343.080078
	Iteration 41Q: 3 clusters Score -746810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -746810.750000 Penalty: 4343.080078
	Iteration 42F: 3 clusters Score -746810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Entering Unmasked Estep 
Score: -8968980.000000 Penalty: 2785.090820
	Iteration 0F: 2 clusters Score -8968980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -8918437.000000 Penalty: 5570.181641
	Iteration 0F: 3 clusters Score -8918437 nChanged 35194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -8938310.000000 Penalty: 5570.181641
	Iteration 1F: 3 clusters Score -8938310 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -8938897.000000 Penalty: 5570.181641
	Iteration 2Q: 3 clusters Score -8938897 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8939681.000000 Penalty: 5570.181641
	Iteration 3Q: 3 clusters Score -8939681 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -8940577.000000 Penalty: 5570.181641
	Iteration 4Q: 3 clusters Score -8940577 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8941670.000000 Penalty: 5570.181641
	Iteration 5Q: 3 clusters Score -8941670 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8943002.000000 Penalty: 5570.181641
	Iteration 6Q: 3 clusters Score -8943002 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -8944665.000000 Penalty: 5570.181641
	Iteration 7Q: 3 clusters Score -8944665 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -8946702.000000 Penalty: 5570.181641
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8955806 nChanged 3605
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Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8957452 nChanged 2261
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Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8958039 nChanged 1388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8958336 nChanged 981
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Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8958802 nChanged 851
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Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8959023 nChanged 850
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Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8959234 nChanged 794
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Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8959410 nChanged 725
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Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8959552 nChanged 692
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Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8959654 nChanged 637
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Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8959743 nChanged 531
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Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8959819 nChanged 478
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Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8959867 nChanged 417
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Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8959911 nChanged 437
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Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8959998 nChanged 382
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Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8960057 nChanged 356
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Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8960067 nChanged 331
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Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8960097 nChanged 301
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Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8960147 nChanged 256
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Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8960160 nChanged 242
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Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8960170 nChanged 221
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Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8960202 nChanged 238
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Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36528 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8960289 nChanged 227
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Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8960295 nChanged 198
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Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8960315 nChanged 201
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Mstep: Class 2 contains 39385 members 
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	Iteration 38Q: 3 clusters Score -8960328 nChanged 190
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	Iteration 39Q: 3 clusters Score -8960354 nChanged 206
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34165 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8960472 nChanged 258
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8960532 nChanged 275
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Mstep: Class 1 contains 33387 members 
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	Iteration 51Q: 3 clusters Score -8960507 nChanged 301
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Mstep: Class 1 contains 33086 members 
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Mstep: Class 1 contains 32767 members 
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	Iteration 53Q: 3 clusters Score -8960568 nChanged 341
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Mstep: Class 1 contains 32432 members 
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	Iteration 55Q: 3 clusters Score -8960621 nChanged 356
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	Iteration 56Q: 3 clusters Score -8960682 nChanged 378
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	Iteration 57Q: 3 clusters Score -8960738 nChanged 369
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	Iteration 58Q: 3 clusters Score -8960775 nChanged 410
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	Iteration 59Q: 3 clusters Score -8960810 nChanged 407
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	Iteration 60F: 3 clusters Score -8960918 nChanged 374
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	Iteration 61Q: 3 clusters Score -8960944 nChanged 422
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	Iteration 62Q: 3 clusters Score -8960996 nChanged 432
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	Iteration 63Q: 3 clusters Score -8961049 nChanged 440
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	Iteration 64Q: 3 clusters Score -8961097 nChanged 456
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Mstep: Class 1 contains 28088 members 
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	Iteration 65Q: 3 clusters Score -8961123 nChanged 470
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	Iteration 66Q: 3 clusters Score -8961166 nChanged 460
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Mstep: Class 1 contains 27158 members 
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	Iteration 67Q: 3 clusters Score -8961258 nChanged 517
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	Iteration 68Q: 3 clusters Score -8961358 nChanged 521
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	Iteration 69Q: 3 clusters Score -8961405 nChanged 533
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	Iteration 70Q: 3 clusters Score -8961431 nChanged 537
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Mstep: Class 1 contains 25050 members 
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	Iteration 71Q: 3 clusters Score -8961491 nChanged 616
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Mstep: Class 1 contains 24434 members 
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	Iteration 72Q: 3 clusters Score -8961611 nChanged 626
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Mstep: Class 1 contains 23808 members 
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	Iteration 73Q: 3 clusters Score -8961761 nChanged 652
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	Iteration 74Q: 3 clusters Score -8961896 nChanged 663
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	Iteration 75Q: 3 clusters Score -8962060 nChanged 682
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	Iteration 76Q: 3 clusters Score -8962155 nChanged 673
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	Iteration 77Q: 3 clusters Score -8962273 nChanged 650
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	Iteration 78Q: 3 clusters Score -8962408 nChanged 713
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Mstep: Class 1 contains 19777 members 
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	Iteration 79Q: 3 clusters Score -8962557 nChanged 656
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Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8962701 nChanged 670
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Mstep: Class 2 contains 56922 members 
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	Iteration 81Q: 3 clusters Score -8962802 nChanged 638
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Mstep: Class 2 contains 57560 members 
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	Iteration 82Q: 3 clusters Score -8962947 nChanged 641
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Mstep: Class 2 contains 58201 members 
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	Iteration 83Q: 3 clusters Score -8963105 nChanged 664
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	Iteration 84Q: 3 clusters Score -8963204 nChanged 672
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	Iteration 85Q: 3 clusters Score -8963364 nChanged 667
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Mstep: Class 2 contains 60204 members 
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	Iteration 86Q: 3 clusters Score -8963514 nChanged 671
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Mstep: Class 2 contains 60875 members 
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	Iteration 87Q: 3 clusters Score -8963640 nChanged 663
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Mstep: Class 2 contains 61538 members 
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	Iteration 89Q: 3 clusters Score -8963922 nChanged 685
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	Iteration 90Q: 3 clusters Score -8964092 nChanged 700
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	Iteration 91Q: 3 clusters Score -8964307 nChanged 658
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	Iteration 92Q: 3 clusters Score -8964503 nChanged 618
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	Iteration 93Q: 3 clusters Score -8964679 nChanged 631
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Mstep: Class 1 contains 9923 members 
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	Iteration 94Q: 3 clusters Score -8964880 nChanged 562
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Mstep: Class 1 contains 9361 members 
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	Iteration 95Q: 3 clusters Score -8965036 nChanged 509
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	Iteration 97Q: 3 clusters Score -8965295 nChanged 444
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8965396 nChanged 442
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	Iteration 99Q: 3 clusters Score -8965507 nChanged 420
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Mstep: Class 1 contains 7075 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8965648 nChanged 407
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8965764 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -8965838.000000 Penalty: 5570.181641
	Iteration 102Q: 3 clusters Score -8965838 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -8965980.000000 Penalty: 5570.181641
	Iteration 103Q: 3 clusters Score -8965980 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8966058.000000 Penalty: 5570.181641
	Iteration 104Q: 3 clusters Score -8966058 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -8966130.000000 Penalty: 5570.181641
	Iteration 105Q: 3 clusters Score -8966130 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -8966180.000000 Penalty: 5570.181641
	Iteration 106Q: 3 clusters Score -8966180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -8966234.000000 Penalty: 5570.181641
	Iteration 107Q: 3 clusters Score -8966234 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -8966301.000000 Penalty: 5570.181641
	Iteration 108Q: 3 clusters Score -8966301 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -8966365.000000 Penalty: 5570.181641
	Iteration 109Q: 3 clusters Score -8966365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -8966375.000000 Penalty: 5570.181641
	Iteration 110Q: 3 clusters Score -8966375 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -8966428.000000 Penalty: 5570.181641
	Iteration 111Q: 3 clusters Score -8966428 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -8966465.000000 Penalty: 5570.181641
	Iteration 112Q: 3 clusters Score -8966465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -8966549.000000 Penalty: 5570.181641
	Iteration 113Q: 3 clusters Score -8966549 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -8966595.000000 Penalty: 5570.181641
	Iteration 114Q: 3 clusters Score -8966595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8966600.000000 Penalty: 5570.181641
	Iteration 115Q: 3 clusters Score -8966600 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -8966621.000000 Penalty: 5570.181641
	Iteration 116Q: 3 clusters Score -8966621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -8966641.000000 Penalty: 5570.181641
	Iteration 117Q: 3 clusters Score -8966641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -8966664.000000 Penalty: 5570.181641
	Iteration 118Q: 3 clusters Score -8966664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -8966678.000000 Penalty: 5570.181641
	Iteration 119Q: 3 clusters Score -8966678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -8966707.000000 Penalty: 5570.181641
	Iteration 120F: 3 clusters Score -8966707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -8966731.000000 Penalty: 5570.181641
	Iteration 121Q: 3 clusters Score -8966731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -8966748.000000 Penalty: 5570.181641
	Iteration 122Q: 3 clusters Score -8966748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -8966744.000000 Penalty: 5570.181641
	Iteration 123Q: 3 clusters Score -8966744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -8966740.000000 Penalty: 5570.181641
	Iteration 124Q: 3 clusters Score -8966740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -8966745.000000 Penalty: 5570.181641
	Iteration 125Q: 3 clusters Score -8966745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -8966769.000000 Penalty: 5570.181641
	Iteration 126Q: 3 clusters Score -8966769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -8966771.000000 Penalty: 5570.181641
	Iteration 127Q: 3 clusters Score -8966771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -8966795.000000 Penalty: 5570.181641
	Iteration 128Q: 3 clusters Score -8966795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -8966797.000000 Penalty: 5570.181641
	Iteration 129Q: 3 clusters Score -8966797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -8966808.000000 Penalty: 5570.181641
	Iteration 130Q: 3 clusters Score -8966808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -8966797.000000 Penalty: 5570.181641
	Iteration 131Q: 3 clusters Score -8966797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -8966794.000000 Penalty: 5570.181641
	Iteration 132Q: 3 clusters Score -8966794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -8966803.000000 Penalty: 5570.181641
	Iteration 133Q: 3 clusters Score -8966803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -8966808.000000 Penalty: 5570.181641
	Iteration 134Q: 3 clusters Score -8966808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -8966796.000000 Penalty: 5570.181641
	Iteration 135Q: 3 clusters Score -8966796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -8966794.000000 Penalty: 5570.181641
	Iteration 136Q: 3 clusters Score -8966794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 73241 members 
Entering Unmasked Estep 
Score: -8966801.000000 Penalty: 5570.181641
	Iteration 137Q: 3 clusters Score -8966801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -8966796.000000 Penalty: 5570.181641
	Iteration 138Q: 3 clusters Score -8966796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -8966800.000000 Penalty: 5570.181641
	Iteration 139Q: 3 clusters Score -8966800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -8966799.000000 Penalty: 5570.181641
	Iteration 140F: 3 clusters Score -8966799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -8966790.000000 Penalty: 5570.181641
	Iteration 141Q: 3 clusters Score -8966790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -8966796.000000 Penalty: 5570.181641
	Iteration 142Q: 3 clusters Score -8966796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -8966805.000000 Penalty: 5570.181641
	Iteration 143Q: 3 clusters Score -8966805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -8966811.000000 Penalty: 5570.181641
	Iteration 144Q: 3 clusters Score -8966811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -8966805.000000 Penalty: 5570.181641
	Iteration 145Q: 3 clusters Score -8966805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -8966817.000000 Penalty: 5570.181641
	Iteration 146Q: 3 clusters Score -8966817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -8966818.000000 Penalty: 5570.181641
	Iteration 147Q: 3 clusters Score -8966818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -8966825.000000 Penalty: 5570.181641
	Iteration 148Q: 3 clusters Score -8966825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -8966825.000000 Penalty: 5570.181641
	Iteration 149Q: 3 clusters Score -8966825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -8966829.000000 Penalty: 5570.181641
	Iteration 150Q: 3 clusters Score -8966829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -8966814.000000 Penalty: 5570.181641
	Iteration 151Q: 3 clusters Score -8966814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -8966813.000000 Penalty: 5570.181641
	Iteration 152Q: 3 clusters Score -8966813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -8966818.000000 Penalty: 5570.181641
	Iteration 153Q: 3 clusters Score -8966818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -8966810.000000 Penalty: 5570.181641
	Iteration 154Q: 3 clusters Score -8966810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -8966814.000000 Penalty: 5570.181641
	Iteration 155Q: 3 clusters Score -8966814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -8966823.000000 Penalty: 5570.181641
	Iteration 156Q: 3 clusters Score -8966823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -8966817.000000 Penalty: 5570.181641
	Iteration 157Q: 3 clusters Score -8966817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -8966832.000000 Penalty: 5570.181641
	Iteration 158Q: 3 clusters Score -8966832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -8966825.000000 Penalty: 5570.181641
	Iteration 159Q: 3 clusters Score -8966825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -8966831.000000 Penalty: 5570.181641
	Iteration 160F: 3 clusters Score -8966831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -8966822.000000 Penalty: 5570.181641
	Iteration 161Q: 3 clusters Score -8966822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -8966821.000000 Penalty: 5570.181641
	Iteration 162Q: 3 clusters Score -8966821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -8966816.000000 Penalty: 5570.181641
	Iteration 163Q: 3 clusters Score -8966816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -8966817.000000 Penalty: 5570.181641
	Iteration 164Q: 3 clusters Score -8966817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -8966825.000000 Penalty: 5570.181641
	Iteration 165Q: 3 clusters Score -8966825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -8966825.000000 Penalty: 5570.181641
	Iteration 166F: 3 clusters Score -8966825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Entering Unmasked Estep 
Score: -4777995.500000 Penalty: 2640.018066
	Iteration 0F: 2 clusters Score -4777996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4749619.000000 Penalty: 5280.036133
	Iteration 0F: 3 clusters Score -4749619 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4761113.000000 Penalty: 5280.036133
	Iteration 1F: 3 clusters Score -4761113 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4762863.000000 Penalty: 5280.036133
	Iteration 2F: 3 clusters Score -4762863 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4764999.500000 Penalty: 5280.036133
	Iteration 3F: 3 clusters Score -4765000 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4767677.500000 Penalty: 5280.036133
	Iteration 4F: 3 clusters Score -4767678 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4770551.500000 Penalty: 5280.036133
	Iteration 5F: 3 clusters Score -4770552 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4772931.000000 Penalty: 5280.036133
	Iteration 6F: 3 clusters Score -4772931 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -4774392.500000 Penalty: 5280.036133
	Iteration 7F: 3 clusters Score -4774392 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4774980.500000 Penalty: 5280.036133
	Iteration 8Q: 3 clusters Score -4774980 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -4775215.000000 Penalty: 5280.036133
	Iteration 9Q: 3 clusters Score -4775215 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4775343.000000 Penalty: 5280.036133
	Iteration 10Q: 3 clusters Score -4775343 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4775390.000000 Penalty: 5280.036133
	Iteration 11Q: 3 clusters Score -4775390 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4775461.000000 Penalty: 5280.036133
	Iteration 12Q: 3 clusters Score -4775461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4775503.000000 Penalty: 5280.036133
	Iteration 13Q: 3 clusters Score -4775503 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -4775551.000000 Penalty: 5280.036133
	Iteration 14Q: 3 clusters Score -4775551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4775564.500000 Penalty: 5280.036133
	Iteration 15Q: 3 clusters Score -4775564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -4775576.000000 Penalty: 5280.036133
	Iteration 16Q: 3 clusters Score -4775576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4775573.500000 Penalty: 5280.036133
	Iteration 17Q: 3 clusters Score -4775574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4775570.500000 Penalty: 5280.036133
	Iteration 18Q: 3 clusters Score -4775570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4775582.500000 Penalty: 5280.036133
	Iteration 19Q: 3 clusters Score -4775582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4775582.000000 Penalty: 5280.036133
	Iteration 20F: 3 clusters Score -4775582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4775580.500000 Penalty: 5280.036133
	Iteration 21Q: 3 clusters Score -4775580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4775587.000000 Penalty: 5280.036133
	Iteration 22Q: 3 clusters Score -4775587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4775597.500000 Penalty: 5280.036133
	Iteration 23Q: 3 clusters Score -4775598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -4775601.500000 Penalty: 5280.036133
	Iteration 24Q: 3 clusters Score -4775602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4775604.000000 Penalty: 5280.036133
	Iteration 25Q: 3 clusters Score -4775604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4775589.500000 Penalty: 5280.036133
	Iteration 26Q: 3 clusters Score -4775590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4775586.000000 Penalty: 5280.036133
	Iteration 27Q: 3 clusters Score -4775586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4775585.000000 Penalty: 5280.036133
	Iteration 28Q: 3 clusters Score -4775585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4775592.000000 Penalty: 5280.036133
	Iteration 29Q: 3 clusters Score -4775592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4775600.500000 Penalty: 5280.036133
	Iteration 30Q: 3 clusters Score -4775600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4775602.500000 Penalty: 5280.036133
	Iteration 31Q: 3 clusters Score -4775602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4775608.000000 Penalty: 5280.036133
	Iteration 32Q: 3 clusters Score -4775608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4775615.500000 Penalty: 5280.036133
	Iteration 33Q: 3 clusters Score -4775616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4775616.000000 Penalty: 5280.036133
	Iteration 34Q: 3 clusters Score -4775616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4775619.500000 Penalty: 5280.036133
	Iteration 35Q: 3 clusters Score -4775620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4775628.000000 Penalty: 5280.036133
	Iteration 36Q: 3 clusters Score -4775628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4775614.000000 Penalty: 5280.036133
	Iteration 37Q: 3 clusters Score -4775614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4775611.000000 Penalty: 5280.036133
	Iteration 38Q: 3 clusters Score -4775611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4775607.000000 Penalty: 5280.036133
	Iteration 39Q: 3 clusters Score -4775607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4775606.000000 Penalty: 5280.036133
	Iteration 40F: 3 clusters Score -4775606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -4775618.500000 Penalty: 5280.036133
	Iteration 41Q: 3 clusters Score -4775618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4775606.500000 Penalty: 5280.036133
	Iteration 42Q: 3 clusters Score -4775606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4775610.000000 Penalty: 5280.036133
	Iteration 43Q: 3 clusters Score -4775610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4775616.000000 Penalty: 5280.036133
	Iteration 44Q: 3 clusters Score -4775616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4775614.500000 Penalty: 5280.036133
	Iteration 45Q: 3 clusters Score -4775614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4775617.000000 Penalty: 5280.036133
	Iteration 46Q: 3 clusters Score -4775617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4775611.500000 Penalty: 5280.036133
	Iteration 47Q: 3 clusters Score -4775612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4775619.000000 Penalty: 5280.036133
	Iteration 48Q: 3 clusters Score -4775619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4775612.500000 Penalty: 5280.036133
	Iteration 49Q: 3 clusters Score -4775612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -4775613.500000 Penalty: 5280.036133
	Iteration 50Q: 3 clusters Score -4775614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4775614.500000 Penalty: 5280.036133
	Iteration 51Q: 3 clusters Score -4775614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -4775617.000000 Penalty: 5280.036133
	Iteration 52Q: 3 clusters Score -4775617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4775618.500000 Penalty: 5280.036133
	Iteration 53Q: 3 clusters Score -4775618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4775613.000000 Penalty: 5280.036133
	Iteration 54Q: 3 clusters Score -4775613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4775612.500000 Penalty: 5280.036133
	Iteration 55Q: 3 clusters Score -4775612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -4775615.500000 Penalty: 5280.036133
	Iteration 56Q: 3 clusters Score -4775616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4775610.000000 Penalty: 5280.036133
	Iteration 57Q: 3 clusters Score -4775610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -4775612.500000 Penalty: 5280.036133
	Iteration 58Q: 3 clusters Score -4775612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4775619.000000 Penalty: 5280.036133
	Iteration 59Q: 3 clusters Score -4775619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4775622.000000 Penalty: 5280.036133
	Iteration 60F: 3 clusters Score -4775622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4775622.000000 Penalty: 5280.036133
	Iteration 61Q: 3 clusters Score -4775622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4775628.000000 Penalty: 5280.036133
	Iteration 62Q: 3 clusters Score -4775628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4775614.000000 Penalty: 5280.036133
	Iteration 63Q: 3 clusters Score -4775614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4775620.500000 Penalty: 5280.036133
	Iteration 64Q: 3 clusters Score -4775620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4775619.000000 Penalty: 5280.036133
	Iteration 65Q: 3 clusters Score -4775619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -4775611.000000 Penalty: 5280.036133
	Iteration 66Q: 3 clusters Score -4775611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4775621.500000 Penalty: 5280.036133
	Iteration 67Q: 3 clusters Score -4775622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4775623.500000 Penalty: 5280.036133
	Iteration 68Q: 3 clusters Score -4775624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4775627.000000 Penalty: 5280.036133
	Iteration 69Q: 3 clusters Score -4775627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -4775623.500000 Penalty: 5280.036133
	Iteration 70Q: 3 clusters Score -4775624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4775618.500000 Penalty: 5280.036133
	Iteration 71Q: 3 clusters Score -4775618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -4775633.000000 Penalty: 5280.036133
	Iteration 72Q: 3 clusters Score -4775633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4775634.000000 Penalty: 5280.036133
	Iteration 73Q: 3 clusters Score -4775634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -4775637.500000 Penalty: 5280.036133
	Iteration 74Q: 3 clusters Score -4775638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4775644.500000 Penalty: 5280.036133
	Iteration 75Q: 3 clusters Score -4775644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4775648.000000 Penalty: 5280.036133
	Iteration 76Q: 3 clusters Score -4775648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4775640.000000 Penalty: 5280.036133
	Iteration 77Q: 3 clusters Score -4775640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4775636.500000 Penalty: 5280.036133
	Iteration 78Q: 3 clusters Score -4775636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4775635.500000 Penalty: 5280.036133
	Iteration 79Q: 3 clusters Score -4775636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4775636.500000 Penalty: 5280.036133
	Iteration 80F: 3 clusters Score -4775636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4775649.000000 Penalty: 5280.036133
	Iteration 81Q: 3 clusters Score -4775649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4775644.000000 Penalty: 5280.036133
	Iteration 82Q: 3 clusters Score -4775644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4775648.000000 Penalty: 5280.036133
	Iteration 83Q: 3 clusters Score -4775648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4775643.000000 Penalty: 5280.036133
	Iteration 84Q: 3 clusters Score -4775643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4775643.000000 Penalty: 5280.036133
	Iteration 85Q: 3 clusters Score -4775643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4775647.500000 Penalty: 5280.036133
	Iteration 86Q: 3 clusters Score -4775648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4775654.500000 Penalty: 5280.036133
	Iteration 87Q: 3 clusters Score -4775654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4775653.000000 Penalty: 5280.036133
	Iteration 88Q: 3 clusters Score -4775653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -4775650.500000 Penalty: 5280.036133
	Iteration 89Q: 3 clusters Score -4775650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4775654.500000 Penalty: 5280.036133
	Iteration 90Q: 3 clusters Score -4775654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4775653.500000 Penalty: 5280.036133
	Iteration 91Q: 3 clusters Score -4775654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4775653.000000 Penalty: 5280.036133
	Iteration 92Q: 3 clusters Score -4775653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4775653.000000 Penalty: 5280.036133
	Iteration 93Q: 3 clusters Score -4775653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4775652.000000 Penalty: 5280.036133
	Iteration 94Q: 3 clusters Score -4775652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4775652.000000 Penalty: 5280.036133
	Iteration 95F: 3 clusters Score -4775652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -93244.375000 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -93244.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91435.757812 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -91435.76 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91696.351562 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -91696.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91757.656250 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -91757.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91775.242188 Penalty: 3364.529297
	Iteration 3Q: 3 clusters Score -91775.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91787.539062 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -91787.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91788.953125 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -91788.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91788.953125 Penalty: 3364.529297
	Iteration 6F: 3 clusters Score -91788.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (193426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Entering Unmasked Estep 
Score: -22746084.000000 Penalty: 3018.817383
	Iteration 0F: 2 clusters Score -2.274608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -22618684.000000 Penalty: 6037.634766
	Iteration 0F: 3 clusters Score -2.261868e+07 nChanged 93176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -22673004.000000 Penalty: 6037.634766
	Iteration 1F: 3 clusters Score -2.2673e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -22673940.000000 Penalty: 6037.634766
	Iteration 2Q: 3 clusters Score -2.267394e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -22674994.000000 Penalty: 6037.634766
	Iteration 3Q: 3 clusters Score -2.267499e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -22676616.000000 Penalty: 6037.634766
	Iteration 4Q: 3 clusters Score -2.267662e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -22679402.000000 Penalty: 6037.634766
	Iteration 5Q: 3 clusters Score -2.26794e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -22684224.000000 Penalty: 6037.634766
	Iteration 6Q: 3 clusters Score -2.268422e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -22691728.000000 Penalty: 6037.634766
	Iteration 7F: 3 clusters Score -2.269173e+07 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -22701666.000000 Penalty: 6037.634766
	Iteration 8F: 3 clusters Score -2.270167e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -22712494.000000 Penalty: 6037.634766
	Iteration 9F: 3 clusters Score -2.271249e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163551 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -22721974.000000 Penalty: 6037.634766
	Iteration 10F: 3 clusters Score -2.272197e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -22728526.000000 Penalty: 6037.634766
	Iteration 11Q: 3 clusters Score -2.272853e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -22733256.000000 Penalty: 6037.634766
	Iteration 12Q: 3 clusters Score -2.273326e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -22736560.000000 Penalty: 6037.634766
	Iteration 13Q: 3 clusters Score -2.273656e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -22738976.000000 Penalty: 6037.634766
	Iteration 14Q: 3 clusters Score -2.273898e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189186 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22740822.000000 Penalty: 6037.634766
	Iteration 15Q: 3 clusters Score -2.274082e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190699 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22741838.000000 Penalty: 6037.634766
	Iteration 16Q: 3 clusters Score -2.274184e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22742404.000000 Penalty: 6037.634766
	Iteration 17Q: 3 clusters Score -2.27424e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192147 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22742866.000000 Penalty: 6037.634766
	Iteration 18Q: 3 clusters Score -2.274287e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192435 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -22743066.000000 Penalty: 6037.634766
	Iteration 19Q: 3 clusters Score -2.274307e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22743170.000000 Penalty: 6037.634766
	Iteration 20F: 3 clusters Score -2.274317e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192692 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22743200.000000 Penalty: 6037.634766
	Iteration 21Q: 3 clusters Score -2.27432e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22743270.000000 Penalty: 6037.634766
	Iteration 22Q: 3 clusters Score -2.274327e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -22743308.000000 Penalty: 6037.634766
	Iteration 23Q: 3 clusters Score -2.274331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192837 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22743338.000000 Penalty: 6037.634766
	Iteration 24Q: 3 clusters Score -2.274334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192865 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22743350.000000 Penalty: 6037.634766
	Iteration 25Q: 3 clusters Score -2.274335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192872 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -22743372.000000 Penalty: 6037.634766
	Iteration 26Q: 3 clusters Score -2.274337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22743380.000000 Penalty: 6037.634766
	Iteration 27Q: 3 clusters Score -2.274338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192891 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22743386.000000 Penalty: 6037.634766
	Iteration 28Q: 3 clusters Score -2.274339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192902 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22743394.000000 Penalty: 6037.634766
	Iteration 29Q: 3 clusters Score -2.274339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192915 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22743410.000000 Penalty: 6037.634766
	Iteration 30Q: 3 clusters Score -2.274341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192917 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22743426.000000 Penalty: 6037.634766
	Iteration 31Q: 3 clusters Score -2.274343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22743422.000000 Penalty: 6037.634766
	Iteration 32Q: 3 clusters Score -2.274342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192920 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22743432.000000 Penalty: 6037.634766
	Iteration 33Q: 3 clusters Score -2.274343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192922 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22743420.000000 Penalty: 6037.634766
	Iteration 34Q: 3 clusters Score -2.274342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22743428.000000 Penalty: 6037.634766
	Iteration 35Q: 3 clusters Score -2.274343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22743428.000000 Penalty: 6037.634766
	Iteration 36F: 3 clusters Score -2.274343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 65678 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184935 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 11 contains 57690 members 
Mstep: Class 14 contains 169179 members 
Mstep: Class 15 contains 57217 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41992 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063256.000000 Penalty: 58326.246094
Iteration 239Q: 18 clusters Score -1.180633e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 65679 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184931 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57687 members 
Mstep: Class 14 contains 169158 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75372 members 
Mstep: Class 20 contains 41993 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063176.000000 Penalty: 58326.246094
Iteration 240F: 18 clusters Score -1.180632e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 65680 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184930 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 14 contains 169130 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75373 members 
Mstep: Class 20 contains 41995 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 58326.246094
Iteration 241Q: 18 clusters Score -1.180631e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 65680 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184929 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84722 members 
Mstep: Class 11 contains 57682 members 
Mstep: Class 14 contains 169100 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063160.000000 Penalty: 58326.246094
Iteration 242Q: 18 clusters Score -1.180632e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 65682 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184925 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84722 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 14 contains 169072 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063168.000000 Penalty: 58326.246094
Iteration 243Q: 18 clusters Score -1.180632e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65683 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184918 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84723 members 
Mstep: Class 11 contains 57682 members 
Mstep: Class 14 contains 169048 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 58326.246094
Iteration 244Q: 18 clusters Score -1.180631e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65690 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184919 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84724 members 
Mstep: Class 11 contains 57681 members 
Mstep: Class 14 contains 169025 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42007 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 58326.246094
Iteration 245Q: 18 clusters Score -1.180631e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184913 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84725 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 14 contains 169011 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75377 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 58326.246094
Iteration 246Q: 18 clusters Score -1.180631e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184911 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84725 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 14 contains 168998 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063128.000000 Penalty: 58326.246094
Iteration 247Q: 18 clusters Score -1.180631e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184905 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 14 contains 168994 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 58326.246094
Iteration 248Q: 18 clusters Score -1.180631e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184901 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84727 members 
Mstep: Class 11 contains 57682 members 
Mstep: Class 14 contains 168988 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75377 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 58326.246094
Iteration 249Q: 18 clusters Score -1.180631e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184894 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57681 members 
Mstep: Class 14 contains 168983 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 58326.246094
Iteration 250Q: 18 clusters Score -1.180631e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184889 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57679 members 
Mstep: Class 14 contains 168979 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75375 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 58326.246094
Iteration 251Q: 18 clusters Score -1.180631e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 65695 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184886 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57677 members 
Mstep: Class 14 contains 168970 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063032.000000 Penalty: 58326.246094
Iteration 252Q: 18 clusters Score -1.18063e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 65696 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184881 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84728 members 
Mstep: Class 11 contains 57676 members 
Mstep: Class 14 contains 168953 members 
Mstep: Class 15 contains 57216 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75375 members 
Mstep: Class 20 contains 42010 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063000.000000 Penalty: 58326.246094
Iteration 253Q: 18 clusters Score -1.18063e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 65695 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184878 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 11 contains 57674 members 
Mstep: Class 14 contains 168943 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75375 members 
Mstep: Class 20 contains 42011 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063048.000000 Penalty: 58326.246094
Iteration 254Q: 18 clusters Score -1.18063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 65695 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184875 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 11 contains 57672 members 
Mstep: Class 14 contains 168936 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 58326.246094
Iteration 255Q: 18 clusters Score -1.180631e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184872 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 11 contains 57668 members 
Mstep: Class 14 contains 168932 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75374 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 58326.246094
Iteration 256Q: 18 clusters Score -1.180631e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84730 members 
Mstep: Class 11 contains 57663 members 
Mstep: Class 14 contains 168927 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75376 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063136.000000 Penalty: 58326.246094
Iteration 257Q: 18 clusters Score -1.180631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84730 members 
Mstep: Class 11 contains 57662 members 
Mstep: Class 14 contains 168921 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75377 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063144.000000 Penalty: 58326.246094
Iteration 258Q: 18 clusters Score -1.180631e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 11 contains 57661 members 
Mstep: Class 14 contains 168917 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75375 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063128.000000 Penalty: 58326.246094
Iteration 259Q: 18 clusters Score -1.180631e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184871 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 14 contains 168913 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75378 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 58326.246094
Iteration 260F: 18 clusters Score -1.180631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65693 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168908 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063112.000000 Penalty: 58326.246094
Iteration 261Q: 18 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84732 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168901 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75378 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063120.000000 Penalty: 58326.246094
Iteration 262Q: 18 clusters Score -1.180631e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65694 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184870 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168893 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063056.000000 Penalty: 58326.246094
Iteration 263Q: 18 clusters Score -1.180631e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65695 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184871 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 14 contains 168887 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 58326.246094
Iteration 264Q: 18 clusters Score -1.180631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65696 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184872 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84734 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168880 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063040.000000 Penalty: 58326.246094
Iteration 265Q: 18 clusters Score -1.18063e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65698 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184873 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84733 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 14 contains 168875 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063080.000000 Penalty: 58326.246094
Iteration 266Q: 18 clusters Score -1.180631e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65699 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184873 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84734 members 
Mstep: Class 11 contains 57660 members 
Mstep: Class 14 contains 168870 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063088.000000 Penalty: 58326.246094
Iteration 267Q: 18 clusters Score -1.180631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65699 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184873 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 14 contains 168863 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063072.000000 Penalty: 58326.246094
Iteration 268Q: 18 clusters Score -1.180631e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65699 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184873 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168860 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063096.000000 Penalty: 58326.246094
Iteration 269Q: 18 clusters Score -1.180631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65698 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184874 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 14 contains 168853 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118063048.000000 Penalty: 58326.246094
Iteration 270Q: 18 clusters Score -1.18063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65698 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168852 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062984.000000 Penalty: 58326.246094
Iteration 271Q: 18 clusters Score -1.18063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184875 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168851 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75379 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062952.000000 Penalty: 58326.246094
Iteration 272Q: 18 clusters Score -1.18063e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168847 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062944.000000 Penalty: 58326.246094
Iteration 273Q: 18 clusters Score -1.180629e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168844 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75381 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062928.000000 Penalty: 58326.246094
Iteration 274Q: 18 clusters Score -1.180629e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184877 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168841 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75381 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062944.000000 Penalty: 58326.246094
Iteration 275Q: 18 clusters Score -1.180629e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168838 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75381 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062920.000000 Penalty: 58326.246094
Iteration 276Q: 18 clusters Score -1.180629e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168839 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062952.000000 Penalty: 58326.246094
Iteration 277Q: 18 clusters Score -1.18063e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168837 members 
Mstep: Class 15 contains 57214 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062952.000000 Penalty: 58326.246094
Iteration 278Q: 18 clusters Score -1.18063e+08 nChanged 1
Entering ConstructFrom: 
Score: -118062952.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (46868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Entering Unmasked Estep 
Score: -5603515.500000 Penalty: 2667.262451
	Iteration 0F: 2 clusters Score -5603516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5571800.500000 Penalty: 5334.524902
	Iteration 0F: 3 clusters Score -5571800 nChanged 21597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5583822.500000 Penalty: 5334.524902
	Iteration 1F: 3 clusters Score -5583822 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5584318.500000 Penalty: 5334.524902
	Iteration 2Q: 3 clusters Score -5584318 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5584809.500000 Penalty: 5334.524902
	Iteration 3Q: 3 clusters Score -5584810 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5585400.000000 Penalty: 5334.524902
	Iteration 4Q: 3 clusters Score -5585400 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -5586177.000000 Penalty: 5334.524902
	Iteration 5Q: 3 clusters Score -5586177 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5587232.000000 Penalty: 5334.524902
	Iteration 6Q: 3 clusters Score -5587232 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -5588814.500000 Penalty: 5334.524902
	Iteration 7F: 3 clusters Score -5588814 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5591158.500000 Penalty: 5334.524902
	Iteration 8F: 3 clusters Score -5591158 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5594120.500000 Penalty: 5334.524902
	Iteration 9F: 3 clusters Score -5594120 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5596957.500000 Penalty: 5334.524902
	Iteration 10F: 3 clusters Score -5596958 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5598892.500000 Penalty: 5334.524902
	Iteration 11Q: 3 clusters Score -5598892 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -5599970.500000 Penalty: 5334.524902
	Iteration 12Q: 3 clusters Score -5599970 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5600473.500000 Penalty: 5334.524902
	Iteration 13Q: 3 clusters Score -5600474 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5600741.500000 Penalty: 5334.524902
	Iteration 14Q: 3 clusters Score -5600742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5600896.000000 Penalty: 5334.524902
	Iteration 15Q: 3 clusters Score -5600896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -5601013.000000 Penalty: 5334.524902
	Iteration 16Q: 3 clusters Score -5601013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -5601074.500000 Penalty: 5334.524902
	Iteration 17Q: 3 clusters Score -5601074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5601103.000000 Penalty: 5334.524902
	Iteration 18Q: 3 clusters Score -5601103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -5601123.000000 Penalty: 5334.524902
	Iteration 19Q: 3 clusters Score -5601123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -5601147.500000 Penalty: 5334.524902
	Iteration 20F: 3 clusters Score -5601148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5601168.500000 Penalty: 5334.524902
	Iteration 21Q: 3 clusters Score -5601168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5601183.500000 Penalty: 5334.524902
	Iteration 22Q: 3 clusters Score -5601184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -5601195.000000 Penalty: 5334.524902
	Iteration 23Q: 3 clusters Score -5601195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -5601199.000000 Penalty: 5334.524902
	Iteration 24Q: 3 clusters Score -5601199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -5601211.000000 Penalty: 5334.524902
	Iteration 25Q: 3 clusters Score -5601211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -5601225.500000 Penalty: 5334.524902
	Iteration 26Q: 3 clusters Score -5601226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5601227.500000 Penalty: 5334.524902
	Iteration 27Q: 3 clusters Score -5601228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5601226.500000 Penalty: 5334.524902
	Iteration 28Q: 3 clusters Score -5601226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5601226.500000 Penalty: 5334.524902
	Iteration 29F: 3 clusters Score -5601226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Entering Unmasked Estep 
Score: -7818879.500000 Penalty: 2751.016602
	Iteration 0F: 2 clusters Score -7818880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -7774675.500000 Penalty: 5502.033203
	Iteration 0F: 3 clusters Score -7774676 nChanged 30771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -7791799.500000 Penalty: 5502.033203
	Iteration 1F: 3 clusters Score -7791800 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -7792408.000000 Penalty: 5502.033203
	Iteration 2Q: 3 clusters Score -7792408 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -7793137.000000 Penalty: 5502.033203
	Iteration 3Q: 3 clusters Score -7793137 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7794093.500000 Penalty: 5502.033203
	Iteration 4Q: 3 clusters Score -7794094 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7795516.000000 Penalty: 5502.033203
	Iteration 5Q: 3 clusters Score -7795516 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -7797831.500000 Penalty: 5502.033203
	Iteration 6F: 3 clusters Score -7797832 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -7801440.500000 Penalty: 5502.033203
	Iteration 7F: 3 clusters Score -7801440 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -7806214.000000 Penalty: 5502.033203
	Iteration 8F: 3 clusters Score -7806214 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -7810717.500000 Penalty: 5502.033203
	Iteration 9F: 3 clusters Score -7810718 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -7813965.500000 Penalty: 5502.033203
	Iteration 10F: 3 clusters Score -7813966 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -7815473.000000 Penalty: 5502.033203
	Iteration 11Q: 3 clusters Score -7815473 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -7816032.000000 Penalty: 5502.033203
	Iteration 12Q: 3 clusters Score -7816032 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -7816241.500000 Penalty: 5502.033203
	Iteration 13Q: 3 clusters Score -7816242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -7816325.000000 Penalty: 5502.033203
	Iteration 14Q: 3 clusters Score -7816325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -7816366.500000 Penalty: 5502.033203
	Iteration 15Q: 3 clusters Score -7816366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 65473 members 
Entering Unmasked Estep 
Score: -7816402.500000 Penalty: 5502.033203
	Iteration 16Q: 3 clusters Score -7816402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7816408.500000 Penalty: 5502.033203
	Iteration 17Q: 3 clusters Score -7816408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7816408.000000 Penalty: 5502.033203
	Iteration 18Q: 3 clusters Score -7816408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -7816416.500000 Penalty: 5502.033203
	Iteration 19Q: 3 clusters Score -7816416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -7816424.500000 Penalty: 5502.033203
	Iteration 20F: 3 clusters Score -7816424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -7816435.500000 Penalty: 5502.033203
	Iteration 21Q: 3 clusters Score -7816436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -7816451.500000 Penalty: 5502.033203
	Iteration 22Q: 3 clusters Score -7816452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -7816461.500000 Penalty: 5502.033203
	Iteration 23Q: 3 clusters Score -7816462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -7816469.500000 Penalty: 5502.033203
	Iteration 24Q: 3 clusters Score -7816470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -7816478.500000 Penalty: 5502.033203
	Iteration 25Q: 3 clusters Score -7816478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -7816485.500000 Penalty: 5502.033203
	Iteration 26Q: 3 clusters Score -7816486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -7816480.500000 Penalty: 5502.033203
	Iteration 27Q: 3 clusters Score -7816480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -7816492.500000 Penalty: 5502.033203
	Iteration 28Q: 3 clusters Score -7816492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -7816497.000000 Penalty: 5502.033203
	Iteration 29Q: 3 clusters Score -7816497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -7816497.000000 Penalty: 5502.033203
	Iteration 30F: 3 clusters Score -7816497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Entering Unmasked Estep 
Score: -1029381.687500 Penalty: 2253.614502
	Iteration 0F: 2 clusters Score -1029382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1022476.625000 Penalty: 4507.229004
	Iteration 0F: 3 clusters Score -1022477 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1024382.187500 Penalty: 4507.229004
	Iteration 1F: 3 clusters Score -1024382 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1024625.250000 Penalty: 4507.229004
	Iteration 2F: 3 clusters Score -1024625 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1024797.875000 Penalty: 4507.229004
	Iteration 3Q: 3 clusters Score -1024798 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1024938.625000 Penalty: 4507.229004
	Iteration 4Q: 3 clusters Score -1024939 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1025071.875000 Penalty: 4507.229004
	Iteration 5Q: 3 clusters Score -1025072 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1025211.062500 Penalty: 4507.229004
	Iteration 6Q: 3 clusters Score -1025211 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1025351.312500 Penalty: 4507.229004
	Iteration 7Q: 3 clusters Score -1025351 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1025506.875000 Penalty: 4507.229004
	Iteration 8Q: 3 clusters Score -1025507 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1025698.437500 Penalty: 4507.229004
	Iteration 9Q: 3 clusters Score -1025698 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1025923.937500 Penalty: 4507.229004
	Iteration 10Q: 3 clusters Score -1025924 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1026198.437500 Penalty: 4507.229004
	Iteration 11Q: 3 clusters Score -1026198 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1026472.687500 Penalty: 4507.229004
	Iteration 12Q: 3 clusters Score -1026473 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1026705.375000 Penalty: 4507.229004
	Iteration 13Q: 3 clusters Score -1026705 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1026923.312500 Penalty: 4507.229004
	Iteration 14Q: 3 clusters Score -1026923 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1027113.375000 Penalty: 4507.229004
	Iteration 15Q: 3 clusters Score -1027113 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1027270.937500 Penalty: 4507.229004
	Iteration 16Q: 3 clusters Score -1027271 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1027420.375000 Penalty: 4507.229004
	Iteration 17Q: 3 clusters Score -1027420 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1027530.250000 Penalty: 4507.229004
	Iteration 18Q: 3 clusters Score -1027530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1027610.812500 Penalty: 4507.229004
	Iteration 19Q: 3 clusters Score -1027611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1027664.562500 Penalty: 4507.229004
	Iteration 20F: 3 clusters Score -1027665 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1027716.312500 Penalty: 4507.229004
	Iteration 21Q: 3 clusters Score -1027716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1027747.125000 Penalty: 4507.229004
	Iteration 22Q: 3 clusters Score -1027747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1027776.000000 Penalty: 4507.229004
	Iteration 23Q: 3 clusters Score -1027776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1027789.437500 Penalty: 4507.229004
	Iteration 24Q: 3 clusters Score -1027789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1027798.312500 Penalty: 4507.229004
	Iteration 25Q: 3 clusters Score -1027798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1027804.875000 Penalty: 4507.229004
	Iteration 26Q: 3 clusters Score -1027805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1027810.250000 Penalty: 4507.229004
	Iteration 27Q: 3 clusters Score -1027810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1027817.250000 Penalty: 4507.229004
	Iteration 28Q: 3 clusters Score -1027817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1027820.500000 Penalty: 4507.229004
	Iteration 29Q: 3 clusters Score -1027820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1027820.750000 Penalty: 4507.229004
	Iteration 30Q: 3 clusters Score -1027821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1027824.687500 Penalty: 4507.229004
	Iteration 31Q: 3 clusters Score -1027825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1027824.937500 Penalty: 4507.229004
	Iteration 32Q: 3 clusters Score -1027825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1027823.937500 Penalty: 4507.229004
	Iteration 33Q: 3 clusters Score -1027824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1027824.750000 Penalty: 4507.229004
	Iteration 34Q: 3 clusters Score -1027825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1027824.937500 Penalty: 4507.229004
	Iteration 35Q: 3 clusters Score -1027825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1027824.187500 Penalty: 4507.229004
	Iteration 36Q: 3 clusters Score -1027824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1027824.187500 Penalty: 4507.229004
	Iteration 37F: 3 clusters Score -1027824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -303373.437500 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -303373.4 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 1280 members 
Entering Unmasked Estep 
Score: -300346.812500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -300346.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -300854.843750 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -300854.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -301007.968750 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -301008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -301112.875000 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -301112.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -301189.000000 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -301189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -301233.187500 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -301233.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -301262.562500 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -301262.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301284.187500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -301284.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301296.968750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -301297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301304.187500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -301304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -301307.656250 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -301307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301313.593750 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -301313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -301317.125000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -301317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301321.781250 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -301321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301325.781250 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -301325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301328.906250 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -301328.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -301329.875000 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -301329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301330.312500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -301330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301331.625000 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -301331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301333.187500 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -301333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301333.812500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -301333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301335.218750 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -301335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301337.031250 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -301337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301337.593750 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -301337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301339.031250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -301339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301340.125000 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -301340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301342.375000 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -301342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301346.406250 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -301346.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301351.281250 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -301351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301357.562500 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -301357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301361.406250 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -301361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301364.000000 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -301364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -301365.656250 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -301365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301367.031250 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -301367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -301368.062500 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -301368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301369.031250 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -301369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301369.531250 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -301369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301370.281250 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -301370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301372.031250 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -301372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301373.093750 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -301373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -301373.312500 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -301373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301374.281250 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -301374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301374.406250 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -301374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -301374.406250 Penalty: 3894.424072
	Iteration 43F: 3 clusters Score -301374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Entering Unmasked Estep 
Score: -21960678.000000 Penalty: 3007.605225
	Iteration 0F: 2 clusters Score -2.196068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -21848450.000000 Penalty: 6015.210449
	Iteration 0F: 3 clusters Score -2.184845e+07 nChanged 88554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -21900562.000000 Penalty: 6015.210449
	Iteration 1F: 3 clusters Score -2.190056e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -21902476.000000 Penalty: 6015.210449
	Iteration 2Q: 3 clusters Score -2.190248e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -21905348.000000 Penalty: 6015.210449
	Iteration 3Q: 3 clusters Score -2.190535e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 113726 members 
Entering Unmasked Estep 
Score: -21910022.000000 Penalty: 6015.210449
	Iteration 4F: 3 clusters Score -2.191002e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -21917838.000000 Penalty: 6015.210449
	Iteration 5F: 3 clusters Score -2.191784e+07 nChanged 14840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -21929842.000000 Penalty: 6015.210449
	Iteration 6F: 3 clusters Score -2.192984e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -21943230.000000 Penalty: 6015.210449
	Iteration 7F: 3 clusters Score -2.194323e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -21952810.000000 Penalty: 6015.210449
	Iteration 8F: 3 clusters Score -2.195281e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -21957206.000000 Penalty: 6015.210449
	Iteration 9Q: 3 clusters Score -2.195721e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 174082 members 
Entering Unmasked Estep 
Score: -21958702.000000 Penalty: 6015.210449
	Iteration 10Q: 3 clusters Score -2.19587e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -21959238.000000 Penalty: 6015.210449
	Iteration 11Q: 3 clusters Score -2.195924e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 177540 members 
Entering Unmasked Estep 
Score: -21959348.000000 Penalty: 6015.210449
	Iteration 12Q: 3 clusters Score -2.195935e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -21959252.000000 Penalty: 6015.210449
	Iteration 13Q: 3 clusters Score -2.195925e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 179558 members 
Entering Unmasked Estep 
Score: -21959318.000000 Penalty: 6015.210449
	Iteration 14Q: 3 clusters Score -2.195932e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 180302 members 
Entering Unmasked Estep 
Score: -21959300.000000 Penalty: 6015.210449
	Iteration 15Q: 3 clusters Score -2.19593e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -21959268.000000 Penalty: 6015.210449
	Iteration 16Q: 3 clusters Score -2.195927e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -21959196.000000 Penalty: 6015.210449
	Iteration 17Q: 3 clusters Score -2.19592e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -21959230.000000 Penalty: 6015.210449
	Iteration 18Q: 3 clusters Score -2.195923e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 182015 members 
Entering Unmasked Estep 
Score: -21959160.000000 Penalty: 6015.210449
	Iteration 19Q: 3 clusters Score -2.195916e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 182269 members 
Entering Unmasked Estep 
Score: -21959206.000000 Penalty: 6015.210449
	Iteration 20F: 3 clusters Score -2.195921e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 182479 members 
Entering Unmasked Estep 
Score: -21959114.000000 Penalty: 6015.210449
	Iteration 21Q: 3 clusters Score -2.195911e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 182643 members 
Entering Unmasked Estep 
Score: -21959092.000000 Penalty: 6015.210449
	Iteration 22Q: 3 clusters Score -2.195909e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 182774 members 
Entering Unmasked Estep 
Score: -21959090.000000 Penalty: 6015.210449
	Iteration 23Q: 3 clusters Score -2.195909e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -21959024.000000 Penalty: 6015.210449
	Iteration 24Q: 3 clusters Score -2.195902e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 182968 members 
Entering Unmasked Estep 
Score: -21959032.000000 Penalty: 6015.210449
	Iteration 25Q: 3 clusters Score -2.195903e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 183031 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6015.210449
	Iteration 26Q: 3 clusters Score -2.195904e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 183100 members 
Entering Unmasked Estep 
Score: -21959018.000000 Penalty: 6015.210449
	Iteration 27Q: 3 clusters Score -2.195902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -21959000.000000 Penalty: 6015.210449
	Iteration 28Q: 3 clusters Score -2.1959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 183191 members 
Entering Unmasked Estep 
Score: -21958988.000000 Penalty: 6015.210449
	Iteration 29Q: 3 clusters Score -2.195899e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -21958964.000000 Penalty: 6015.210449
	Iteration 30Q: 3 clusters Score -2.195896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 183279 members 
Entering Unmasked Estep 
Score: -21958988.000000 Penalty: 6015.210449
	Iteration 31Q: 3 clusters Score -2.195899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -21959016.000000 Penalty: 6015.210449
	Iteration 32Q: 3 clusters Score -2.195902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 183341 members 
Entering Unmasked Estep 
Score: -21959008.000000 Penalty: 6015.210449
	Iteration 33Q: 3 clusters Score -2.195901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 183365 members 
Entering Unmasked Estep 
Score: -21959018.000000 Penalty: 6015.210449
	Iteration 34Q: 3 clusters Score -2.195902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -21959002.000000 Penalty: 6015.210449
	Iteration 35Q: 3 clusters Score -2.1959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -21959024.000000 Penalty: 6015.210449
	Iteration 36Q: 3 clusters Score -2.195902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -21959032.000000 Penalty: 6015.210449
	Iteration 37Q: 3 clusters Score -2.195903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -21959034.000000 Penalty: 6015.210449
	Iteration 38Q: 3 clusters Score -2.195903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6015.210449
	Iteration 39Q: 3 clusters Score -2.195904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 183467 members 
Entering Unmasked Estep 
Score: -21959028.000000 Penalty: 6015.210449
	Iteration 40F: 3 clusters Score -2.195903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 183476 members 
Entering Unmasked Estep 
Score: -21959040.000000 Penalty: 6015.210449
	Iteration 41Q: 3 clusters Score -2.195904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -21959036.000000 Penalty: 6015.210449
	Iteration 42Q: 3 clusters Score -2.195904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 183497 members 
Entering Unmasked Estep 
Score: -21959032.000000 Penalty: 6015.210449
	Iteration 43Q: 3 clusters Score -2.195903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -21959018.000000 Penalty: 6015.210449
	Iteration 44Q: 3 clusters Score -2.195902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 183512 members 
Entering Unmasked Estep 
Score: -21959048.000000 Penalty: 6015.210449
	Iteration 45Q: 3 clusters Score -2.195905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -21959048.000000 Penalty: 6015.210449
	Iteration 46Q: 3 clusters Score -2.195905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6015.210449
	Iteration 47Q: 3 clusters Score -2.195904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 183535 members 
Entering Unmasked Estep 
Score: -21959048.000000 Penalty: 6015.210449
	Iteration 48Q: 3 clusters Score -2.195905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
Score: -21959050.000000 Penalty: 6015.210449
	Iteration 49Q: 3 clusters Score -2.195905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 6015.210449
	Iteration 50Q: 3 clusters Score -2.195905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6015.210449
	Iteration 51Q: 3 clusters Score -2.195904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -21959040.000000 Penalty: 6015.210449
	Iteration 52Q: 3 clusters Score -2.195904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 183576 members 
Entering Unmasked Estep 
Score: -21959044.000000 Penalty: 6015.210449
	Iteration 53Q: 3 clusters Score -2.195904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 183587 members 
Entering Unmasked Estep 
Score: -21959024.000000 Penalty: 6015.210449
	Iteration 54Q: 3 clusters Score -2.195902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -21959010.000000 Penalty: 6015.210449
	Iteration 55Q: 3 clusters Score -2.195901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 183603 members 
Entering Unmasked Estep 
Score: -21959026.000000 Penalty: 6015.210449
	Iteration 56Q: 3 clusters Score -2.195903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 183613 members 
Entering Unmasked Estep 
Score: -21959004.000000 Penalty: 6015.210449
	Iteration 57Q: 3 clusters Score -2.1959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 183620 members 
Entering Unmasked Estep 
Score: -21958992.000000 Penalty: 6015.210449
	Iteration 58Q: 3 clusters Score -2.195899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 183628 members 
Entering Unmasked Estep 
Score: -21959016.000000 Penalty: 6015.210449
	Iteration 59Q: 3 clusters Score -2.195902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 183636 members 
Entering Unmasked Estep 
Score: -21958998.000000 Penalty: 6015.210449
	Iteration 60F: 3 clusters Score -2.1959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 183644 members 
Entering Unmasked Estep 
Score: -21959002.000000 Penalty: 6015.210449
	Iteration 61Q: 3 clusters Score -2.1959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -21959002.000000 Penalty: 6015.210449
	Iteration 62Q: 3 clusters Score -2.1959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 183656 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 63Q: 3 clusters Score -2.195899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -21958982.000000 Penalty: 6015.210449
	Iteration 64Q: 3 clusters Score -2.195898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -21958978.000000 Penalty: 6015.210449
	Iteration 65Q: 3 clusters Score -2.195898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 66Q: 3 clusters Score -2.195899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 67F: 3 clusters Score -2.195899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2246016.000000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2246016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2232345.250000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2232345 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2237014.250000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2237014 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2237506.750000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2237507 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2238064.250000 Penalty: 4893.918945
	Iteration 3F: 3 clusters Score -2238064 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2238682.750000 Penalty: 4893.918945
	Iteration 4F: 3 clusters Score -2238683 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2239319.250000 Penalty: 4893.918945
	Iteration 5F: 3 clusters Score -2239319 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2239953.750000 Penalty: 4893.918945
	Iteration 6F: 3 clusters Score -2239954 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2240495.250000 Penalty: 4893.918945
	Iteration 7Q: 3 clusters Score -2240495 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2240925.000000 Penalty: 4893.918945
	Iteration 8Q: 3 clusters Score -2240925 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2241268.750000 Penalty: 4893.918945
	Iteration 9Q: 3 clusters Score -2241269 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2241572.750000 Penalty: 4893.918945
	Iteration 10Q: 3 clusters Score -2241573 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2241769.000000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -2241769 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2241902.250000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -2241902 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2242008.250000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2242008 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2242102.750000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2242103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2242165.750000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2242166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2242237.250000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2242237 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2242299.750000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2242300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2242370.500000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2242370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2242441.750000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2242442 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2242521.000000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2242521 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2242606.000000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2242606 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2242696.750000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2242697 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2242797.500000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2242798 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2242912.500000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2242912 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2243057.500000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2243058 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2243209.000000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2243209 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2243344.750000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2243345 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2243476.250000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2243476 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2243607.750000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2243608 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2243755.250000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2243755 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2243921.500000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2243922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2244106.250000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -2244106 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2244265.500000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -2244266 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2244386.500000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -2244386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2244482.500000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -2244482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2244550.500000 Penalty: 4893.918945
	Iteration 36Q: 3 clusters Score -2244550 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2244601.500000 Penalty: 4893.918945
	Iteration 37Q: 3 clusters Score -2244602 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2244646.500000 Penalty: 4893.918945
	Iteration 38Q: 3 clusters Score -2244646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2244671.250000 Penalty: 4893.918945
	Iteration 39Q: 3 clusters Score -2244671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2244699.000000 Penalty: 4893.918945
	Iteration 40F: 3 clusters Score -2244699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2244729.000000 Penalty: 4893.918945
	Iteration 41Q: 3 clusters Score -2244729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2244743.250000 Penalty: 4893.918945
	Iteration 42Q: 3 clusters Score -2244743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2244759.000000 Penalty: 4893.918945
	Iteration 43Q: 3 clusters Score -2244759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2244775.500000 Penalty: 4893.918945
	Iteration 44Q: 3 clusters Score -2244776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2244784.250000 Penalty: 4893.918945
	Iteration 45Q: 3 clusters Score -2244784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2244798.500000 Penalty: 4893.918945
	Iteration 46Q: 3 clusters Score -2244798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2244809.750000 Penalty: 4893.918945
	Iteration 47Q: 3 clusters Score -2244810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2244819.250000 Penalty: 4893.918945
	Iteration 48Q: 3 clusters Score -2244819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2244823.750000 Penalty: 4893.918945
	Iteration 49Q: 3 clusters Score -2244824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2244822.750000 Penalty: 4893.918945
	Iteration 50Q: 3 clusters Score -2244823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2244824.250000 Penalty: 4893.918945
	Iteration 51Q: 3 clusters Score -2244824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2244828.750000 Penalty: 4893.918945
	Iteration 52Q: 3 clusters Score -2244829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2244827.000000 Penalty: 4893.918945
	Iteration 53Q: 3 clusters Score -2244827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2244828.750000 Penalty: 4893.918945
	Iteration 54Q: 3 clusters Score -2244829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2244826.250000 Penalty: 4893.918945
	Iteration 55Q: 3 clusters Score -2244826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2244825.500000 Penalty: 4893.918945
	Iteration 56Q: 3 clusters Score -2244826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2244825.500000 Penalty: 4893.918945
	Iteration 57F: 3 clusters Score -2244826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -382059.156250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -382059.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -382854.843750 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -382854.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -383210.218750 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -383210.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -383613.156250 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -383613.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -384166.656250 Penalty: 4032.655518
	Iteration 4F: 3 clusters Score -384166.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -384877.062500 Penalty: 4032.655518
	Iteration 5F: 3 clusters Score -384877.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -385399.062500 Penalty: 4032.655518
	Iteration 6F: 3 clusters Score -385399.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -385674.718750 Penalty: 4032.655518
	Iteration 7F: 3 clusters Score -385674.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -385816.531250 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -385816.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -385913.812500 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -385913.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -385987.843750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -385987.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -386010.125000 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -386010.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -386020.031250 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -386020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -386022.656250 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -386022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -386025.937500 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -386025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -386028.125000 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -386028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -386029.281250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -386029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -386030.000000 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -386030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -386030.843750 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -386030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -386031.843750 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -386031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -386031.843750 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -386031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
Score: -118061968.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118062952.000000 to -118061968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (84738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Entering Unmasked Estep 
Score: -10067626.000000 Penalty: 2814.135254
	Iteration 0F: 2 clusters Score -1.006763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -10011220.000000 Penalty: 5628.270508
	Iteration 0F: 3 clusters Score -1.001122e+07 nChanged 39787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -10033622.000000 Penalty: 5628.270508
	Iteration 1F: 3 clusters Score -1.003362e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -10034294.000000 Penalty: 5628.270508
	Iteration 2Q: 3 clusters Score -1.003429e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -10034896.000000 Penalty: 5628.270508
	Iteration 3Q: 3 clusters Score -1.00349e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -10035628.000000 Penalty: 5628.270508
	Iteration 4Q: 3 clusters Score -1.003563e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -10036339.000000 Penalty: 5628.270508
	Iteration 5Q: 3 clusters Score -1.003634e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -10037335.000000 Penalty: 5628.270508
	Iteration 6Q: 3 clusters Score -1.003734e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -10038689.000000 Penalty: 5628.270508
	Iteration 7Q: 3 clusters Score -1.003869e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -10040381.000000 Penalty: 5628.270508
	Iteration 8Q: 3 clusters Score -1.004038e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -10042958.000000 Penalty: 5628.270508
	Iteration 9Q: 3 clusters Score -1.004296e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -10046489.000000 Penalty: 5628.270508
	Iteration 10F: 3 clusters Score -1.004649e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -10050160.000000 Penalty: 5628.270508
	Iteration 11F: 3 clusters Score -1.005016e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -10053133.000000 Penalty: 5628.270508
	Iteration 12Q: 3 clusters Score -1.005313e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -10054640.000000 Penalty: 5628.270508
	Iteration 13Q: 3 clusters Score -1.005464e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -10055484.000000 Penalty: 5628.270508
	Iteration 14Q: 3 clusters Score -1.005548e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -10056210.000000 Penalty: 5628.270508
	Iteration 15Q: 3 clusters Score -1.005621e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -10056860.000000 Penalty: 5628.270508
	Iteration 16Q: 3 clusters Score -1.005686e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -10057446.000000 Penalty: 5628.270508
	Iteration 17Q: 3 clusters Score -1.005745e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -10058068.000000 Penalty: 5628.270508
	Iteration 18Q: 3 clusters Score -1.005807e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -10058691.000000 Penalty: 5628.270508
	Iteration 19Q: 3 clusters Score -1.005869e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -10059309.000000 Penalty: 5628.270508
	Iteration 20F: 3 clusters Score -1.005931e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -10059973.000000 Penalty: 5628.270508
	Iteration 21Q: 3 clusters Score -1.005997e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -10060592.000000 Penalty: 5628.270508
	Iteration 22Q: 3 clusters Score -1.006059e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -10061265.000000 Penalty: 5628.270508
	Iteration 23Q: 3 clusters Score -1.006126e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -10061906.000000 Penalty: 5628.270508
	Iteration 24Q: 3 clusters Score -1.006191e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -10062529.000000 Penalty: 5628.270508
	Iteration 25Q: 3 clusters Score -1.006253e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -10063117.000000 Penalty: 5628.270508
	Iteration 26Q: 3 clusters Score -1.006312e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -10063556.000000 Penalty: 5628.270508
	Iteration 27Q: 3 clusters Score -1.006356e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -10063881.000000 Penalty: 5628.270508
	Iteration 28Q: 3 clusters Score -1.006388e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -10064212.000000 Penalty: 5628.270508
	Iteration 29Q: 3 clusters Score -1.006421e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -10064443.000000 Penalty: 5628.270508
	Iteration 30Q: 3 clusters Score -1.006444e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -10064636.000000 Penalty: 5628.270508
	Iteration 31Q: 3 clusters Score -1.006464e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10064774.000000 Penalty: 5628.270508
	Iteration 32Q: 3 clusters Score -1.006477e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -10064864.000000 Penalty: 5628.270508
	Iteration 33Q: 3 clusters Score -1.006486e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -10064956.000000 Penalty: 5628.270508
	Iteration 34Q: 3 clusters Score -1.006496e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -10065002.000000 Penalty: 5628.270508
	Iteration 35Q: 3 clusters Score -1.0065e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -10065055.000000 Penalty: 5628.270508
	Iteration 36Q: 3 clusters Score -1.006506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -10065080.000000 Penalty: 5628.270508
	Iteration 37Q: 3 clusters Score -1.006508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -10065139.000000 Penalty: 5628.270508
	Iteration 38Q: 3 clusters Score -1.006514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -10065157.000000 Penalty: 5628.270508
	Iteration 39Q: 3 clusters Score -1.006516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10065169.000000 Penalty: 5628.270508
	Iteration 40F: 3 clusters Score -1.006517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -10065197.000000 Penalty: 5628.270508
	Iteration 41Q: 3 clusters Score -1.00652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10065186.000000 Penalty: 5628.270508
	Iteration 42Q: 3 clusters Score -1.006519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -10065191.000000 Penalty: 5628.270508
	Iteration 43Q: 3 clusters Score -1.006519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -10065190.000000 Penalty: 5628.270508
	Iteration 44Q: 3 clusters Score -1.006519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -10065201.000000 Penalty: 5628.270508
	Iteration 45Q: 3 clusters Score -1.00652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -10065207.000000 Penalty: 5628.270508
	Iteration 46Q: 3 clusters Score -1.006521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -10065211.000000 Penalty: 5628.270508
	Iteration 47Q: 3 clusters Score -1.006521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -10065221.000000 Penalty: 5628.270508
	Iteration 48Q: 3 clusters Score -1.006522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -10065217.000000 Penalty: 5628.270508
	Iteration 49Q: 3 clusters Score -1.006522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 84214 members 
Entering Unmasked Estep 
Score: -10065222.000000 Penalty: 5628.270508
	Iteration 50Q: 3 clusters Score -1.006522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10065228.000000 Penalty: 5628.270508
	Iteration 51Q: 3 clusters Score -1.006523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -10065231.000000 Penalty: 5628.270508
	Iteration 52Q: 3 clusters Score -1.006523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -10065242.000000 Penalty: 5628.270508
	Iteration 53Q: 3 clusters Score -1.006524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -10065248.000000 Penalty: 5628.270508
	Iteration 54Q: 3 clusters Score -1.006525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -10065241.000000 Penalty: 5628.270508
	Iteration 55Q: 3 clusters Score -1.006524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -10065249.000000 Penalty: 5628.270508
	Iteration 56Q: 3 clusters Score -1.006525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10065249.000000 Penalty: 5628.270508
	Iteration 57Q: 3 clusters Score -1.006525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10065249.000000 Penalty: 5628.270508
	Iteration 58F: 3 clusters Score -1.006525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Entering Unmasked Estep 
Score: -6871609.000000 Penalty: 2718.646484
	Iteration 0F: 2 clusters Score -6871609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6832804.000000 Penalty: 5437.292969
	Iteration 0F: 3 clusters Score -6832804 nChanged 26754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -6847539.500000 Penalty: 5437.292969
	Iteration 1F: 3 clusters Score -6847540 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -6848201.500000 Penalty: 5437.292969
	Iteration 2Q: 3 clusters Score -6848202 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -6848739.500000 Penalty: 5437.292969
	Iteration 3Q: 3 clusters Score -6848740 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -6849392.500000 Penalty: 5437.292969
	Iteration 4Q: 3 clusters Score -6849392 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -6850250.500000 Penalty: 5437.292969
	Iteration 5Q: 3 clusters Score -6850250 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6851213.500000 Penalty: 5437.292969
	Iteration 6Q: 3 clusters Score -6851214 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -6852813.500000 Penalty: 5437.292969
	Iteration 7Q: 3 clusters Score -6852814 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6854988.000000 Penalty: 5437.292969
	Iteration 8F: 3 clusters Score -6854988 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6858160.000000 Penalty: 5437.292969
	Iteration 9F: 3 clusters Score -6858160 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -6861430.000000 Penalty: 5437.292969
	Iteration 10F: 3 clusters Score -6861430 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -6863424.500000 Penalty: 5437.292969
	Iteration 11F: 3 clusters Score -6863424 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6864215.000000 Penalty: 5437.292969
	Iteration 12Q: 3 clusters Score -6864215 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -6864522.000000 Penalty: 5437.292969
	Iteration 13Q: 3 clusters Score -6864522 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -6864763.500000 Penalty: 5437.292969
	Iteration 14Q: 3 clusters Score -6864764 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6864977.500000 Penalty: 5437.292969
	Iteration 15Q: 3 clusters Score -6864978 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -6865087.500000 Penalty: 5437.292969
	Iteration 16Q: 3 clusters Score -6865088 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6865228.000000 Penalty: 5437.292969
	Iteration 17Q: 3 clusters Score -6865228 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -6865379.500000 Penalty: 5437.292969
	Iteration 18Q: 3 clusters Score -6865380 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -6865482.000000 Penalty: 5437.292969
	Iteration 19Q: 3 clusters Score -6865482 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -6865543.500000 Penalty: 5437.292969
	Iteration 20F: 3 clusters Score -6865544 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6865631.500000 Penalty: 5437.292969
	Iteration 21Q: 3 clusters Score -6865632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6865717.500000 Penalty: 5437.292969
	Iteration 22Q: 3 clusters Score -6865718 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -6865764.000000 Penalty: 5437.292969
	Iteration 23Q: 3 clusters Score -6865764 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6865829.000000 Penalty: 5437.292969
	Iteration 24Q: 3 clusters Score -6865829 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -6865875.500000 Penalty: 5437.292969
	Iteration 25Q: 3 clusters Score -6865876 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -6865955.000000 Penalty: 5437.292969
	Iteration 26Q: 3 clusters Score -6865955 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -6866003.000000 Penalty: 5437.292969
	Iteration 27Q: 3 clusters Score -6866003 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -6866042.500000 Penalty: 5437.292969
	Iteration 28Q: 3 clusters Score -6866042 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6866074.000000 Penalty: 5437.292969
	Iteration 29Q: 3 clusters Score -6866074 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -6866143.000000 Penalty: 5437.292969
	Iteration 30Q: 3 clusters Score -6866143 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6866190.500000 Penalty: 5437.292969
	Iteration 31Q: 3 clusters Score -6866190 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6866243.000000 Penalty: 5437.292969
	Iteration 32Q: 3 clusters Score -6866243 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -6866279.500000 Penalty: 5437.292969
	Iteration 33Q: 3 clusters Score -6866280 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6866310.000000 Penalty: 5437.292969
	Iteration 34Q: 3 clusters Score -6866310 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6866339.000000 Penalty: 5437.292969
	Iteration 35Q: 3 clusters Score -6866339 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -6866371.500000 Penalty: 5437.292969
	Iteration 36Q: 3 clusters Score -6866372 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -6866461.000000 Penalty: 5437.292969
	Iteration 37Q: 3 clusters Score -6866461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -6866516.000000 Penalty: 5437.292969
	Iteration 38Q: 3 clusters Score -6866516 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -6866543.000000 Penalty: 5437.292969
	Iteration 39Q: 3 clusters Score -6866543 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -6866610.000000 Penalty: 5437.292969
	Iteration 40F: 3 clusters Score -6866610 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -6866700.500000 Penalty: 5437.292969
	Iteration 41Q: 3 clusters Score -6866700 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -6866772.500000 Penalty: 5437.292969
	Iteration 42Q: 3 clusters Score -6866772 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -6866858.000000 Penalty: 5437.292969
	Iteration 43Q: 3 clusters Score -6866858 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6866964.500000 Penalty: 5437.292969
	Iteration 44Q: 3 clusters Score -6866964 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6867089.000000 Penalty: 5437.292969
	Iteration 45Q: 3 clusters Score -6867089 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -6867179.000000 Penalty: 5437.292969
	Iteration 46Q: 3 clusters Score -6867179 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -6867321.000000 Penalty: 5437.292969
	Iteration 47Q: 3 clusters Score -6867321 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -6867441.000000 Penalty: 5437.292969
	Iteration 48Q: 3 clusters Score -6867441 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -6867563.500000 Penalty: 5437.292969
	Iteration 49Q: 3 clusters Score -6867564 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6867733.000000 Penalty: 5437.292969
	Iteration 50Q: 3 clusters Score -6867733 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -6867842.500000 Penalty: 5437.292969
	Iteration 51Q: 3 clusters Score -6867842 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6867988.000000 Penalty: 5437.292969
	Iteration 52Q: 3 clusters Score -6867988 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -6868097.000000 Penalty: 5437.292969
	Iteration 53Q: 3 clusters Score -6868097 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6868187.000000 Penalty: 5437.292969
	Iteration 54Q: 3 clusters Score -6868187 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -6868268.500000 Penalty: 5437.292969
	Iteration 55Q: 3 clusters Score -6868268 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6868347.000000 Penalty: 5437.292969
	Iteration 56Q: 3 clusters Score -6868347 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -6868458.500000 Penalty: 5437.292969
	Iteration 57Q: 3 clusters Score -6868458 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6868538.500000 Penalty: 5437.292969
	Iteration 58Q: 3 clusters Score -6868538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -6868599.000000 Penalty: 5437.292969
	Iteration 59Q: 3 clusters Score -6868599 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6868695.500000 Penalty: 5437.292969
	Iteration 60F: 3 clusters Score -6868696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -6868748.000000 Penalty: 5437.292969
	Iteration 61Q: 3 clusters Score -6868748 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6868803.000000 Penalty: 5437.292969
	Iteration 62Q: 3 clusters Score -6868803 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6868859.500000 Penalty: 5437.292969
	Iteration 63Q: 3 clusters Score -6868860 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6868918.000000 Penalty: 5437.292969
	Iteration 64Q: 3 clusters Score -6868918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6868964.000000 Penalty: 5437.292969
	Iteration 65Q: 3 clusters Score -6868964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6869014.000000 Penalty: 5437.292969
	Iteration 66Q: 3 clusters Score -6869014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6869039.000000 Penalty: 5437.292969
	Iteration 67Q: 3 clusters Score -6869039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6869070.500000 Penalty: 5437.292969
	Iteration 68Q: 3 clusters Score -6869070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6869093.000000 Penalty: 5437.292969
	Iteration 69Q: 3 clusters Score -6869093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6869128.500000 Penalty: 5437.292969
	Iteration 70Q: 3 clusters Score -6869128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6869159.500000 Penalty: 5437.292969
	Iteration 71Q: 3 clusters Score -6869160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6869182.000000 Penalty: 5437.292969
	Iteration 72Q: 3 clusters Score -6869182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6869203.500000 Penalty: 5437.292969
	Iteration 73Q: 3 clusters Score -6869204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6869220.500000 Penalty: 5437.292969
	Iteration 74Q: 3 clusters Score -6869220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6869222.000000 Penalty: 5437.292969
	Iteration 75Q: 3 clusters Score -6869222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6869233.000000 Penalty: 5437.292969
	Iteration 76Q: 3 clusters Score -6869233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6869260.500000 Penalty: 5437.292969
	Iteration 77Q: 3 clusters Score -6869260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6869275.000000 Penalty: 5437.292969
	Iteration 78Q: 3 clusters Score -6869275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6869291.500000 Penalty: 5437.292969
	Iteration 79Q: 3 clusters Score -6869292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6869305.000000 Penalty: 5437.292969
	Iteration 80F: 3 clusters Score -6869305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6869322.500000 Penalty: 5437.292969
	Iteration 81Q: 3 clusters Score -6869322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6869335.000000 Penalty: 5437.292969
	Iteration 82Q: 3 clusters Score -6869335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6869344.000000 Penalty: 5437.292969
	Iteration 83Q: 3 clusters Score -6869344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6869353.500000 Penalty: 5437.292969
	Iteration 84Q: 3 clusters Score -6869354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6869360.000000 Penalty: 5437.292969
	Iteration 85Q: 3 clusters Score -6869360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6869355.000000 Penalty: 5437.292969
	Iteration 86Q: 3 clusters Score -6869355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6869357.000000 Penalty: 5437.292969
	Iteration 87Q: 3 clusters Score -6869357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6869361.000000 Penalty: 5437.292969
	Iteration 88Q: 3 clusters Score -6869361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6869378.500000 Penalty: 5437.292969
	Iteration 89Q: 3 clusters Score -6869378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6869388.500000 Penalty: 5437.292969
	Iteration 90Q: 3 clusters Score -6869388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6869381.000000 Penalty: 5437.292969
	Iteration 91Q: 3 clusters Score -6869381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6869388.500000 Penalty: 5437.292969
	Iteration 92Q: 3 clusters Score -6869388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6869382.000000 Penalty: 5437.292969
	Iteration 93Q: 3 clusters Score -6869382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6869390.000000 Penalty: 5437.292969
	Iteration 94Q: 3 clusters Score -6869390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6869398.000000 Penalty: 5437.292969
	Iteration 95Q: 3 clusters Score -6869398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6869395.500000 Penalty: 5437.292969
	Iteration 96Q: 3 clusters Score -6869396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6869397.000000 Penalty: 5437.292969
	Iteration 97Q: 3 clusters Score -6869397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6869402.000000 Penalty: 5437.292969
	Iteration 98Q: 3 clusters Score -6869402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6869400.000000 Penalty: 5437.292969
	Iteration 99Q: 3 clusters Score -6869400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6869414.000000 Penalty: 5437.292969
	Iteration 100F: 3 clusters Score -6869414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6869420.000000 Penalty: 5437.292969
	Iteration 101Q: 3 clusters Score -6869420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6869422.000000 Penalty: 5437.292969
	Iteration 102Q: 3 clusters Score -6869422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6869427.500000 Penalty: 5437.292969
	Iteration 103Q: 3 clusters Score -6869428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6869438.500000 Penalty: 5437.292969
	Iteration 104Q: 3 clusters Score -6869438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6869430.500000 Penalty: 5437.292969
	Iteration 105Q: 3 clusters Score -6869430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6869430.000000 Penalty: 5437.292969
	Iteration 106Q: 3 clusters Score -6869430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6869430.000000 Penalty: 5437.292969
	Iteration 107Q: 3 clusters Score -6869430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6869421.000000 Penalty: 5437.292969
	Iteration 108Q: 3 clusters Score -6869421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6869428.000000 Penalty: 5437.292969
	Iteration 109Q: 3 clusters Score -6869428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6869441.500000 Penalty: 5437.292969
	Iteration 110Q: 3 clusters Score -6869442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6869428.500000 Penalty: 5437.292969
	Iteration 111Q: 3 clusters Score -6869428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6869435.500000 Penalty: 5437.292969
	Iteration 112Q: 3 clusters Score -6869436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6869449.500000 Penalty: 5437.292969
	Iteration 113Q: 3 clusters Score -6869450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6869446.500000 Penalty: 5437.292969
	Iteration 114Q: 3 clusters Score -6869446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6869454.500000 Penalty: 5437.292969
	Iteration 115Q: 3 clusters Score -6869454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6869457.000000 Penalty: 5437.292969
	Iteration 116Q: 3 clusters Score -6869457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6869464.000000 Penalty: 5437.292969
	Iteration 117Q: 3 clusters Score -6869464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6869462.500000 Penalty: 5437.292969
	Iteration 118Q: 3 clusters Score -6869462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6869467.000000 Penalty: 5437.292969
	Iteration 119Q: 3 clusters Score -6869467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6869462.000000 Penalty: 5437.292969
	Iteration 120F: 3 clusters Score -6869462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6869464.000000 Penalty: 5437.292969
	Iteration 121Q: 3 clusters Score -6869464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6869465.000000 Penalty: 5437.292969
	Iteration 122Q: 3 clusters Score -6869465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6869465.000000 Penalty: 5437.292969
	Iteration 123F: 3 clusters Score -6869465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (168836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Entering Unmasked Estep 
Score: -19886154.000000 Penalty: 2985.097412
	Iteration 0F: 2 clusters Score -1.988615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -19775302.000000 Penalty: 5970.194824
	Iteration 0F: 3 clusters Score -1.97753e+07 nChanged 81007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85688 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -19822584.000000 Penalty: 5970.194824
	Iteration 1F: 3 clusters Score -1.982258e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -19823562.000000 Penalty: 5970.194824
	Iteration 2Q: 3 clusters Score -1.982356e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -19824832.000000 Penalty: 5970.194824
	Iteration 3Q: 3 clusters Score -1.982483e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -19826162.000000 Penalty: 5970.194824
	Iteration 4Q: 3 clusters Score -1.982616e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -19828084.000000 Penalty: 5970.194824
	Iteration 5Q: 3 clusters Score -1.982808e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -19830804.000000 Penalty: 5970.194824
	Iteration 6Q: 3 clusters Score -1.98308e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -19835074.000000 Penalty: 5970.194824
	Iteration 7Q: 3 clusters Score -1.983507e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -19841626.000000 Penalty: 5970.194824
	Iteration 8F: 3 clusters Score -1.984163e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -19849636.000000 Penalty: 5970.194824
	Iteration 9F: 3 clusters Score -1.984964e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -19858146.000000 Penalty: 5970.194824
	Iteration 10F: 3 clusters Score -1.985815e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -19863742.000000 Penalty: 5970.194824
	Iteration 11Q: 3 clusters Score -1.986374e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129504 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -19867016.000000 Penalty: 5970.194824
	Iteration 12Q: 3 clusters Score -1.986702e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -19869318.000000 Penalty: 5970.194824
	Iteration 13Q: 3 clusters Score -1.986932e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136928 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -19871376.000000 Penalty: 5970.194824
	Iteration 14Q: 3 clusters Score -1.987138e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140316 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -19873230.000000 Penalty: 5970.194824
	Iteration 15Q: 3 clusters Score -1.987323e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -19875076.000000 Penalty: 5970.194824
	Iteration 16Q: 3 clusters Score -1.987508e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146323 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -19876788.000000 Penalty: 5970.194824
	Iteration 17Q: 3 clusters Score -1.987679e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -19878336.000000 Penalty: 5970.194824
	Iteration 18Q: 3 clusters Score -1.987834e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -19879462.000000 Penalty: 5970.194824
	Iteration 19Q: 3 clusters Score -1.987946e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -19880336.000000 Penalty: 5970.194824
	Iteration 20F: 3 clusters Score -1.988034e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154622 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -19881116.000000 Penalty: 5970.194824
	Iteration 21Q: 3 clusters Score -1.988112e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -19881660.000000 Penalty: 5970.194824
	Iteration 22Q: 3 clusters Score -1.988166e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -19882138.000000 Penalty: 5970.194824
	Iteration 23Q: 3 clusters Score -1.988214e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -19882466.000000 Penalty: 5970.194824
	Iteration 24Q: 3 clusters Score -1.988247e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159280 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -19882742.000000 Penalty: 5970.194824
	Iteration 25Q: 3 clusters Score -1.988274e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -19882910.000000 Penalty: 5970.194824
	Iteration 26Q: 3 clusters Score -1.988291e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -19883060.000000 Penalty: 5970.194824
	Iteration 27Q: 3 clusters Score -1.988306e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -19883120.000000 Penalty: 5970.194824
	Iteration 28Q: 3 clusters Score -1.988312e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161866 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19883262.000000 Penalty: 5970.194824
	Iteration 29Q: 3 clusters Score -1.988326e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162367 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -19883358.000000 Penalty: 5970.194824
	Iteration 30Q: 3 clusters Score -1.988336e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -19883450.000000 Penalty: 5970.194824
	Iteration 31Q: 3 clusters Score -1.988345e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163280 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -19883494.000000 Penalty: 5970.194824
	Iteration 32Q: 3 clusters Score -1.988349e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -19883560.000000 Penalty: 5970.194824
	Iteration 33Q: 3 clusters Score -1.988356e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -19883674.000000 Penalty: 5970.194824
	Iteration 34Q: 3 clusters Score -1.988367e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -19883734.000000 Penalty: 5970.194824
	Iteration 35Q: 3 clusters Score -1.988373e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164611 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -19883754.000000 Penalty: 5970.194824
	Iteration 36Q: 3 clusters Score -1.988375e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164842 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -19883768.000000 Penalty: 5970.194824
	Iteration 37Q: 3 clusters Score -1.988377e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -19883766.000000 Penalty: 5970.194824
	Iteration 38Q: 3 clusters Score -1.988377e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -19883784.000000 Penalty: 5970.194824
	Iteration 39Q: 3 clusters Score -1.988378e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -19883804.000000 Penalty: 5970.194824
	Iteration 40F: 3 clusters Score -1.98838e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -19883838.000000 Penalty: 5970.194824
	Iteration 41Q: 3 clusters Score -1.988384e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -19883860.000000 Penalty: 5970.194824
	Iteration 42Q: 3 clusters Score -1.988386e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -19883892.000000 Penalty: 5970.194824
	Iteration 43Q: 3 clusters Score -1.988389e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -19883896.000000 Penalty: 5970.194824
	Iteration 44Q: 3 clusters Score -1.98839e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -19883896.000000 Penalty: 5970.194824
	Iteration 45Q: 3 clusters Score -1.98839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -19883898.000000 Penalty: 5970.194824
	Iteration 46Q: 3 clusters Score -1.98839e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165956 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -19883892.000000 Penalty: 5970.194824
	Iteration 47Q: 3 clusters Score -1.988389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19883908.000000 Penalty: 5970.194824
	Iteration 48Q: 3 clusters Score -1.988391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19883878.000000 Penalty: 5970.194824
	Iteration 49Q: 3 clusters Score -1.988388e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166106 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 50Q: 3 clusters Score -1.988393e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 51Q: 3 clusters Score -1.988393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166193 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19883916.000000 Penalty: 5970.194824
	Iteration 52Q: 3 clusters Score -1.988392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19883914.000000 Penalty: 5970.194824
	Iteration 53Q: 3 clusters Score -1.988391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166256 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 54Q: 3 clusters Score -1.988393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166277 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -19883920.000000 Penalty: 5970.194824
	Iteration 55Q: 3 clusters Score -1.988392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -19883934.000000 Penalty: 5970.194824
	Iteration 56Q: 3 clusters Score -1.988393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -19883922.000000 Penalty: 5970.194824
	Iteration 57Q: 3 clusters Score -1.988392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -19883932.000000 Penalty: 5970.194824
	Iteration 58Q: 3 clusters Score -1.988393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19883944.000000 Penalty: 5970.194824
	Iteration 59Q: 3 clusters Score -1.988394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166362 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -19883958.000000 Penalty: 5970.194824
	Iteration 60F: 3 clusters Score -1.988396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19883954.000000 Penalty: 5970.194824
	Iteration 61Q: 3 clusters Score -1.988395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19883936.000000 Penalty: 5970.194824
	Iteration 62Q: 3 clusters Score -1.988394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19883934.000000 Penalty: 5970.194824
	Iteration 63Q: 3 clusters Score -1.988393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 64Q: 3 clusters Score -1.988393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166444 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19883934.000000 Penalty: 5970.194824
	Iteration 65Q: 3 clusters Score -1.988393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19883940.000000 Penalty: 5970.194824
	Iteration 66Q: 3 clusters Score -1.988394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166462 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19883928.000000 Penalty: 5970.194824
	Iteration 67Q: 3 clusters Score -1.988393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 68Q: 3 clusters Score -1.988393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166477 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 69Q: 3 clusters Score -1.988393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166482 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -19883916.000000 Penalty: 5970.194824
	Iteration 70Q: 3 clusters Score -1.988392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -19883932.000000 Penalty: 5970.194824
	Iteration 71Q: 3 clusters Score -1.988393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19883930.000000 Penalty: 5970.194824
	Iteration 72Q: 3 clusters Score -1.988393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166505 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19883928.000000 Penalty: 5970.194824
	Iteration 73Q: 3 clusters Score -1.988393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19883920.000000 Penalty: 5970.194824
	Iteration 74Q: 3 clusters Score -1.988392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166510 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -19883926.000000 Penalty: 5970.194824
	Iteration 75Q: 3 clusters Score -1.988393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166513 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -19883918.000000 Penalty: 5970.194824
	Iteration 76Q: 3 clusters Score -1.988392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19883908.000000 Penalty: 5970.194824
	Iteration 77Q: 3 clusters Score -1.988391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19883912.000000 Penalty: 5970.194824
	Iteration 78Q: 3 clusters Score -1.988391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19883906.000000 Penalty: 5970.194824
	Iteration 79Q: 3 clusters Score -1.988391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19883906.000000 Penalty: 5970.194824
	Iteration 80F: 3 clusters Score -1.988391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Entering Unmasked Estep 
Score: -6762889.500000 Penalty: 2716.733887
	Iteration 0F: 2 clusters Score -6762890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6724368.500000 Penalty: 5433.467773
	Iteration 0F: 3 clusters Score -6724368 nChanged 26745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -6739330.000000 Penalty: 5433.467773
	Iteration 1F: 3 clusters Score -6739330 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6740004.000000 Penalty: 5433.467773
	Iteration 2Q: 3 clusters Score -6740004 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6740785.500000 Penalty: 5433.467773
	Iteration 3Q: 3 clusters Score -6740786 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -6741759.000000 Penalty: 5433.467773
	Iteration 4Q: 3 clusters Score -6741759 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -6743175.000000 Penalty: 5433.467773
	Iteration 5F: 3 clusters Score -6743175 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -6745485.000000 Penalty: 5433.467773
	Iteration 6F: 3 clusters Score -6745485 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6748955.000000 Penalty: 5433.467773
	Iteration 7F: 3 clusters Score -6748955 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6753160.500000 Penalty: 5433.467773
	Iteration 8F: 3 clusters Score -6753160 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -6757087.500000 Penalty: 5433.467773
	Iteration 9F: 3 clusters Score -6757088 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6759699.500000 Penalty: 5433.467773
	Iteration 10Q: 3 clusters Score -6759700 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6761007.000000 Penalty: 5433.467773
	Iteration 11Q: 3 clusters Score -6761007 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6761534.000000 Penalty: 5433.467773
	Iteration 12Q: 3 clusters Score -6761534 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6761765.000000 Penalty: 5433.467773
	Iteration 13Q: 3 clusters Score -6761765 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6761855.000000 Penalty: 5433.467773
	Iteration 14Q: 3 clusters Score -6761855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6761907.000000 Penalty: 5433.467773
	Iteration 15Q: 3 clusters Score -6761907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6761922.000000 Penalty: 5433.467773
	Iteration 16Q: 3 clusters Score -6761922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6761938.000000 Penalty: 5433.467773
	Iteration 17Q: 3 clusters Score -6761938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6761938.000000 Penalty: 5433.467773
	Iteration 18Q: 3 clusters Score -6761938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6761941.000000 Penalty: 5433.467773
	Iteration 19Q: 3 clusters Score -6761941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6761940.000000 Penalty: 5433.467773
	Iteration 20F: 3 clusters Score -6761940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6761951.500000 Penalty: 5433.467773
	Iteration 21Q: 3 clusters Score -6761952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6761959.000000 Penalty: 5433.467773
	Iteration 22Q: 3 clusters Score -6761959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6761967.000000 Penalty: 5433.467773
	Iteration 23Q: 3 clusters Score -6761967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6761964.500000 Penalty: 5433.467773
	Iteration 24Q: 3 clusters Score -6761964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6761964.500000 Penalty: 5433.467773
	Iteration 25Q: 3 clusters Score -6761964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6761967.000000 Penalty: 5433.467773
	Iteration 26Q: 3 clusters Score -6761967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6761968.500000 Penalty: 5433.467773
	Iteration 27Q: 3 clusters Score -6761968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6761968.500000 Penalty: 5433.467773
	Iteration 28F: 3 clusters Score -6761968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -77953.617188 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -77953.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76317.507812 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -76317.51 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76669.804688 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -76669.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76906.773438 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -76906.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77122.007812 Penalty: 3279.572266
	Iteration 3F: 3 clusters Score -77122.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77288.726562 Penalty: 3279.572266
	Iteration 4F: 3 clusters Score -77288.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77366.492188 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -77366.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -77387.890625 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -77387.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -77414.671875 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -77414.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -77418.890625 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -77418.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -77421.328125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -77421.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77422.304688 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -77422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77423.445312 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -77423.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -77423.445312 Penalty: 3279.572266
	Iteration 12F: 3 clusters Score -77423.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -748178.312500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -748178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -742772.562500 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -742772.6 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -744164.812500 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -744164.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -744402.375000 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -744402.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -744573.375000 Penalty: 4343.080078
	Iteration 3F: 3 clusters Score -744573.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -744705.687500 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -744705.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -744816.875000 Penalty: 4343.080078
	Iteration 5Q: 3 clusters Score -744816.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -744940.250000 Penalty: 4343.080078
	Iteration 6Q: 3 clusters Score -744940.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -745084.562500 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -745084.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -745239.750000 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -745239.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -745405.437500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -745405.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -745576.375000 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -745576.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -745735.625000 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -745735.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -745862.750000 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -745862.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -745972.187500 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -745972.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -746052.562500 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -746052.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -746123.250000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -746123.2 nChanged 100
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: -746176.062500 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -746176.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -746217.125000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -746217.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -746252.937500 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -746252.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -746293.812500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -746293.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -746346.437500 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -746346.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -746398.250000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -746398.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -746447.875000 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -746447.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -746496.625000 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -746496.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -746544.500000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -746544.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -746584.375000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -746584.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -746626.125000 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -746626.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -746653.250000 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -746653.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -746676.375000 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -746676.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -746692.937500 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -746692.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -746705.375000 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -746705.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -746723.250000 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -746723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -746734.375000 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -746734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -746740.750000 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -746740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -746748.687500 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -746748.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -746754.000000 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -746754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -746761.187500 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -746761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -746765.437500 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -746765.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -746771.562500 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -746771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -746777.437500 Penalty: 4343.080078
	Iteration 39Q: 3 clusters Score -746777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -746784.875000 Penalty: 4343.080078
	Iteration 40F: 3 clusters Score -746784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -746785.125000 Penalty: 4343.080078
	Iteration 41Q: 3 clusters Score -746785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -746787.250000 Penalty: 4343.080078
	Iteration 42Q: 3 clusters Score -746787.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -746791.875000 Penalty: 4343.080078
	Iteration 43Q: 3 clusters Score -746791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -746793.625000 Penalty: 4343.080078
	Iteration 44Q: 3 clusters Score -746793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -746797.875000 Penalty: 4343.080078
	Iteration 45Q: 3 clusters Score -746797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -746797.437500 Penalty: 4343.080078
	Iteration 46Q: 3 clusters Score -746797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -746800.250000 Penalty: 4343.080078
	Iteration 47Q: 3 clusters Score -746800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -746802.125000 Penalty: 4343.080078
	Iteration 48Q: 3 clusters Score -746802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -746803.437500 Penalty: 4343.080078
	Iteration 49Q: 3 clusters Score -746803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -746803.812500 Penalty: 4343.080078
	Iteration 50Q: 3 clusters Score -746803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -746803.187500 Penalty: 4343.080078
	Iteration 51Q: 3 clusters Score -746803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -746803.125000 Penalty: 4343.080078
	Iteration 52Q: 3 clusters Score -746803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -746803.125000 Penalty: 4343.080078
	Iteration 53F: 3 clusters Score -746803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Entering Unmasked Estep 
Score: -8969798.000000 Penalty: 2785.113770
	Iteration 0F: 2 clusters Score -8969798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8919271.000000 Penalty: 5570.227539
	Iteration 0F: 3 clusters Score -8919271 nChanged 35197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -8939443.000000 Penalty: 5570.227539
	Iteration 1F: 3 clusters Score -8939443 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -8940210.000000 Penalty: 5570.227539
	Iteration 2Q: 3 clusters Score -8940210 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8941326.000000 Penalty: 5570.227539
	Iteration 3Q: 3 clusters Score -8941326 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -8943016.000000 Penalty: 5570.227539
	Iteration 4Q: 3 clusters Score -8943016 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -8945799.000000 Penalty: 5570.227539
	Iteration 5F: 3 clusters Score -8945799 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -8949853.000000 Penalty: 5570.227539
	Iteration 6F: 3 clusters Score -8949853 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -8954962.000000 Penalty: 5570.227539
	Iteration 7F: 3 clusters Score -8954962 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -8959864.000000 Penalty: 5570.227539
	Iteration 8F: 3 clusters Score -8959864 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -8963533.000000 Penalty: 5570.227539
	Iteration 9Q: 3 clusters Score -8963533 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -8965338.000000 Penalty: 5570.227539
	Iteration 10Q: 3 clusters Score -8965338 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8966073.000000 Penalty: 5570.227539
	Iteration 11Q: 3 clusters Score -8966073 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -8966392.000000 Penalty: 5570.227539
	Iteration 12Q: 3 clusters Score -8966392 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -8966575.000000 Penalty: 5570.227539
	Iteration 13Q: 3 clusters Score -8966575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -8966690.000000 Penalty: 5570.227539
	Iteration 14Q: 3 clusters Score -8966690 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8966828.000000 Penalty: 5570.227539
	Iteration 15Q: 3 clusters Score -8966828 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8966930.000000 Penalty: 5570.227539
	Iteration 16Q: 3 clusters Score -8966930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8967003.000000 Penalty: 5570.227539
	Iteration 17Q: 3 clusters Score -8967003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8967049.000000 Penalty: 5570.227539
	Iteration 18Q: 3 clusters Score -8967049 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8967113.000000 Penalty: 5570.227539
	Iteration 19Q: 3 clusters Score -8967113 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8967168.000000 Penalty: 5570.227539
	Iteration 20F: 3 clusters Score -8967168 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8967240.000000 Penalty: 5570.227539
	Iteration 21Q: 3 clusters Score -8967240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8967265.000000 Penalty: 5570.227539
	Iteration 22Q: 3 clusters Score -8967265 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8967326.000000 Penalty: 5570.227539
	Iteration 23Q: 3 clusters Score -8967326 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8967347.000000 Penalty: 5570.227539
	Iteration 24Q: 3 clusters Score -8967347 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -8967377.000000 Penalty: 5570.227539
	Iteration 25Q: 3 clusters Score -8967377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -8967414.000000 Penalty: 5570.227539
	Iteration 26Q: 3 clusters Score -8967414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8967455.000000 Penalty: 5570.227539
	Iteration 27Q: 3 clusters Score -8967455 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8967480.000000 Penalty: 5570.227539
	Iteration 28Q: 3 clusters Score -8967480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8967512.000000 Penalty: 5570.227539
	Iteration 29Q: 3 clusters Score -8967512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8967518.000000 Penalty: 5570.227539
	Iteration 30Q: 3 clusters Score -8967518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8967541.000000 Penalty: 5570.227539
	Iteration 31Q: 3 clusters Score -8967541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8967537.000000 Penalty: 5570.227539
	Iteration 32Q: 3 clusters Score -8967537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8967570.000000 Penalty: 5570.227539
	Iteration 33Q: 3 clusters Score -8967570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8967560.000000 Penalty: 5570.227539
	Iteration 34Q: 3 clusters Score -8967560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8967576.000000 Penalty: 5570.227539
	Iteration 35Q: 3 clusters Score -8967576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8967594.000000 Penalty: 5570.227539
	Iteration 36Q: 3 clusters Score -8967594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8967601.000000 Penalty: 5570.227539
	Iteration 37Q: 3 clusters Score -8967601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8967604.000000 Penalty: 5570.227539
	Iteration 38Q: 3 clusters Score -8967604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8967598.000000 Penalty: 5570.227539
	Iteration 39Q: 3 clusters Score -8967598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8967611.000000 Penalty: 5570.227539
	Iteration 40F: 3 clusters Score -8967611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8967617.000000 Penalty: 5570.227539
	Iteration 41Q: 3 clusters Score -8967617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8967636.000000 Penalty: 5570.227539
	Iteration 42Q: 3 clusters Score -8967636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8967638.000000 Penalty: 5570.227539
	Iteration 43Q: 3 clusters Score -8967638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8967645.000000 Penalty: 5570.227539
	Iteration 44Q: 3 clusters Score -8967645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8967643.000000 Penalty: 5570.227539
	Iteration 45Q: 3 clusters Score -8967643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8967631.000000 Penalty: 5570.227539
	Iteration 46Q: 3 clusters Score -8967631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8967649.000000 Penalty: 5570.227539
	Iteration 47Q: 3 clusters Score -8967649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8967645.000000 Penalty: 5570.227539
	Iteration 48Q: 3 clusters Score -8967645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8967639.000000 Penalty: 5570.227539
	Iteration 49Q: 3 clusters Score -8967639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8967648.000000 Penalty: 5570.227539
	Iteration 50Q: 3 clusters Score -8967648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8967655.000000 Penalty: 5570.227539
	Iteration 51Q: 3 clusters Score -8967655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8967656.000000 Penalty: 5570.227539
	Iteration 52Q: 3 clusters Score -8967656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8967660.000000 Penalty: 5570.227539
	Iteration 53Q: 3 clusters Score -8967660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8967655.000000 Penalty: 5570.227539
	Iteration 54Q: 3 clusters Score -8967655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8967644.000000 Penalty: 5570.227539
	Iteration 55Q: 3 clusters Score -8967644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8967644.000000 Penalty: 5570.227539
	Iteration 56Q: 3 clusters Score -8967644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8967644.000000 Penalty: 5570.227539
	Iteration 57F: 3 clusters Score -8967644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Entering Unmasked Estep 
Score: -4780754.000000 Penalty: 2640.159668
	Iteration 0F: 2 clusters Score -4780754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4752430.500000 Penalty: 5280.319336
	Iteration 0F: 3 clusters Score -4752430 nChanged 19240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4763134.500000 Penalty: 5280.319336
	Iteration 1F: 3 clusters Score -4763134 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4763814.500000 Penalty: 5280.319336
	Iteration 2Q: 3 clusters Score -4763814 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4764672.500000 Penalty: 5280.319336
	Iteration 3Q: 3 clusters Score -4764672 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4766066.500000 Penalty: 5280.319336
	Iteration 4F: 3 clusters Score -4766066 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4768319.000000 Penalty: 5280.319336
	Iteration 5F: 3 clusters Score -4768319 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4771726.000000 Penalty: 5280.319336
	Iteration 6F: 3 clusters Score -4771726 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4775368.500000 Penalty: 5280.319336
	Iteration 7F: 3 clusters Score -4775368 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4777731.000000 Penalty: 5280.319336
	Iteration 8F: 3 clusters Score -4777731 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4778980.000000 Penalty: 5280.319336
	Iteration 9Q: 3 clusters Score -4778980 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4779743.000000 Penalty: 5280.319336
	Iteration 10Q: 3 clusters Score -4779743 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4780281.000000 Penalty: 5280.319336
	Iteration 11Q: 3 clusters Score -4780281 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4780565.500000 Penalty: 5280.319336
	Iteration 12Q: 3 clusters Score -4780566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4780707.000000 Penalty: 5280.319336
	Iteration 13Q: 3 clusters Score -4780707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4780794.000000 Penalty: 5280.319336
	Iteration 14Q: 3 clusters Score -4780794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4780867.500000 Penalty: 5280.319336
	Iteration 15Q: 3 clusters Score -4780868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4780929.000000 Penalty: 5280.319336
	Iteration 16Q: 3 clusters Score -4780929 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4780988.500000 Penalty: 5280.319336
	Iteration 17Q: 3 clusters Score -4780988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4781026.000000 Penalty: 5280.319336
	Iteration 18Q: 3 clusters Score -4781026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4781027.500000 Penalty: 5280.319336
	Iteration 19Q: 3 clusters Score -4781028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4781029.000000 Penalty: 5280.319336
	Iteration 20F: 3 clusters Score -4781029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4781038.000000 Penalty: 5280.319336
	Iteration 21Q: 3 clusters Score -4781038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4781031.000000 Penalty: 5280.319336
	Iteration 22Q: 3 clusters Score -4781031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4781031.500000 Penalty: 5280.319336
	Iteration 23Q: 3 clusters Score -4781032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4781027.000000 Penalty: 5280.319336
	Iteration 24Q: 3 clusters Score -4781027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4781035.500000 Penalty: 5280.319336
	Iteration 25Q: 3 clusters Score -4781036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4781035.500000 Penalty: 5280.319336
	Iteration 26F: 3 clusters Score -4781036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 40429 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
Score: -118062344.000000 Penalty: 61757.199219
Splitting cluster 20 changes total score from -118062952.000000 to -118062344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -93244.375000 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -93244.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91436.625000 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -91436.62 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91712.390625 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -91712.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91787.421875 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -91787.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91838.031250 Penalty: 3364.529297
	Iteration 3Q: 3 clusters Score -91838.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91868.804688 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -91868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91902.476562 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -91902.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91937.281250 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -91937.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91964.242188 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -91964.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91985.718750 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -91985.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91998.390625 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -91998.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92017.320312 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -92017.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -92032.367188 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -92032.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92036.500000 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -92036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92038.093750 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -92038.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -92041.726562 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -92041.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92044.921875 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -92044.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -92044.921875 Penalty: 3364.529297
	Iteration 16F: 3 clusters Score -92044.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (193814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Entering Unmasked Estep 
Score: -22791796.000000 Penalty: 3019.314209
	Iteration 0F: 2 clusters Score -2.27918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -22664812.000000 Penalty: 6038.628418
	Iteration 0F: 3 clusters Score -2.266481e+07 nChanged 92793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101697 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -22719004.000000 Penalty: 6038.628418
	Iteration 1F: 3 clusters Score -2.2719e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -22720040.000000 Penalty: 6038.628418
	Iteration 2Q: 3 clusters Score -2.272004e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -22721802.000000 Penalty: 6038.628418
	Iteration 3Q: 3 clusters Score -2.27218e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115505 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -22724620.000000 Penalty: 6038.628418
	Iteration 4Q: 3 clusters Score -2.272462e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -22729394.000000 Penalty: 6038.628418
	Iteration 5F: 3 clusters Score -2.272939e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -22738242.000000 Penalty: 6038.628418
	Iteration 6F: 3 clusters Score -2.273824e+07 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -22752842.000000 Penalty: 6038.628418
	Iteration 7F: 3 clusters Score -2.275284e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -22769666.000000 Penalty: 6038.628418
	Iteration 8F: 3 clusters Score -2.276967e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185815 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -22781662.000000 Penalty: 6038.628418
	Iteration 9F: 3 clusters Score -2.278166e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191511 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -22786948.000000 Penalty: 6038.628418
	Iteration 10Q: 3 clusters Score -2.278695e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193177 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22788558.000000 Penalty: 6038.628418
	Iteration 11Q: 3 clusters Score -2.278856e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193542 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22788940.000000 Penalty: 6038.628418
	Iteration 12Q: 3 clusters Score -2.278894e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193600 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22789078.000000 Penalty: 6038.628418
	Iteration 13Q: 3 clusters Score -2.278908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22789122.000000 Penalty: 6038.628418
	Iteration 14Q: 3 clusters Score -2.278912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193630 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22789152.000000 Penalty: 6038.628418
	Iteration 15Q: 3 clusters Score -2.278915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22789156.000000 Penalty: 6038.628418
	Iteration 16Q: 3 clusters Score -2.278916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22789168.000000 Penalty: 6038.628418
	Iteration 17Q: 3 clusters Score -2.278917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22789180.000000 Penalty: 6038.628418
	Iteration 18Q: 3 clusters Score -2.278918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193633 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22789176.000000 Penalty: 6038.628418
	Iteration 19Q: 3 clusters Score -2.278918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193634 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22789170.000000 Penalty: 6038.628418
	Iteration 20F: 3 clusters Score -2.278917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193636 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22789184.000000 Penalty: 6038.628418
	Iteration 21Q: 3 clusters Score -2.278918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193636 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22789192.000000 Penalty: 6038.628418
	Iteration 22Q: 3 clusters Score -2.278919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193637 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22789192.000000 Penalty: 6038.628418
	Iteration 23Q: 3 clusters Score -2.278919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193637 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22789192.000000 Penalty: 6038.628418
	Iteration 24F: 3 clusters Score -2.278919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062920.000000 Penalty: 58326.246094
Iteration 279Q: 18 clusters Score -1.180629e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118062920.000000 Penalty: 58326.246094
Iteration 280F: 18 clusters Score -1.180629e+08 nChanged 0
Entering ConstructFrom: 
Score: -118062920.000000 Penalty: 58326.246094
Entering ConstructFrom: 
Trying to split cluster 1 (46868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Entering Unmasked Estep 
Score: -5603515.500000 Penalty: 2667.262451
	Iteration 0F: 2 clusters Score -5603516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5571834.500000 Penalty: 5334.524902
	Iteration 0F: 3 clusters Score -5571834 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5583631.000000 Penalty: 5334.524902
	Iteration 1F: 3 clusters Score -5583631 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -5584052.500000 Penalty: 5334.524902
	Iteration 2Q: 3 clusters Score -5584052 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5584467.000000 Penalty: 5334.524902
	Iteration 3Q: 3 clusters Score -5584467 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -5584892.000000 Penalty: 5334.524902
	Iteration 4Q: 3 clusters Score -5584892 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5585240.500000 Penalty: 5334.524902
	Iteration 5Q: 3 clusters Score -5585240 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5585657.500000 Penalty: 5334.524902
	Iteration 6Q: 3 clusters Score -5585658 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5586119.500000 Penalty: 5334.524902
	Iteration 7Q: 3 clusters Score -5586120 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5586784.500000 Penalty: 5334.524902
	Iteration 8Q: 3 clusters Score -5586784 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5587714.000000 Penalty: 5334.524902
	Iteration 9Q: 3 clusters Score -5587714 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5589013.000000 Penalty: 5334.524902
	Iteration 10Q: 3 clusters Score -5589013 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5590709.500000 Penalty: 5334.524902
	Iteration 11F: 3 clusters Score -5590710 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -5592587.500000 Penalty: 5334.524902
	Iteration 12F: 3 clusters Score -5592588 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5594393.000000 Penalty: 5334.524902
	Iteration 13F: 3 clusters Score -5594393 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5595908.000000 Penalty: 5334.524902
	Iteration 14Q: 3 clusters Score -5595908 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5597217.500000 Penalty: 5334.524902
	Iteration 15Q: 3 clusters Score -5597218 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5598323.000000 Penalty: 5334.524902
	Iteration 16Q: 3 clusters Score -5598323 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -5599231.000000 Penalty: 5334.524902
	Iteration 17Q: 3 clusters Score -5599231 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5599928.500000 Penalty: 5334.524902
	Iteration 18Q: 3 clusters Score -5599928 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5600434.000000 Penalty: 5334.524902
	Iteration 19Q: 3 clusters Score -5600434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5600686.500000 Penalty: 5334.524902
	Iteration 20F: 3 clusters Score -5600686 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5600864.000000 Penalty: 5334.524902
	Iteration 21Q: 3 clusters Score -5600864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -5600957.500000 Penalty: 5334.524902
	Iteration 22Q: 3 clusters Score -5600958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5601008.000000 Penalty: 5334.524902
	Iteration 23Q: 3 clusters Score -5601008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5601040.000000 Penalty: 5334.524902
	Iteration 24Q: 3 clusters Score -5601040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5601071.000000 Penalty: 5334.524902
	Iteration 25Q: 3 clusters Score -5601071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -5601082.500000 Penalty: 5334.524902
	Iteration 26Q: 3 clusters Score -5601082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -5601089.000000 Penalty: 5334.524902
	Iteration 27Q: 3 clusters Score -5601089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5601099.500000 Penalty: 5334.524902
	Iteration 28Q: 3 clusters Score -5601100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -5601098.500000 Penalty: 5334.524902
	Iteration 29Q: 3 clusters Score -5601098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -5601103.000000 Penalty: 5334.524902
	Iteration 30Q: 3 clusters Score -5601103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -5601109.500000 Penalty: 5334.524902
	Iteration 31Q: 3 clusters Score -5601110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -5601112.000000 Penalty: 5334.524902
	Iteration 32Q: 3 clusters Score -5601112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -5601115.000000 Penalty: 5334.524902
	Iteration 33Q: 3 clusters Score -5601115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -5601122.500000 Penalty: 5334.524902
	Iteration 34Q: 3 clusters Score -5601122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5601127.000000 Penalty: 5334.524902
	Iteration 35Q: 3 clusters Score -5601127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -5601132.500000 Penalty: 5334.524902
	Iteration 36Q: 3 clusters Score -5601132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -5601128.500000 Penalty: 5334.524902
	Iteration 37Q: 3 clusters Score -5601128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -5601133.500000 Penalty: 5334.524902
	Iteration 38Q: 3 clusters Score -5601134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5601145.000000 Penalty: 5334.524902
	Iteration 39Q: 3 clusters Score -5601145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5601149.500000 Penalty: 5334.524902
	Iteration 40F: 3 clusters Score -5601150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -5601145.500000 Penalty: 5334.524902
	Iteration 41Q: 3 clusters Score -5601146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5601153.000000 Penalty: 5334.524902
	Iteration 42Q: 3 clusters Score -5601153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5601155.000000 Penalty: 5334.524902
	Iteration 43Q: 3 clusters Score -5601155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5601155.000000 Penalty: 5334.524902
	Iteration 44F: 3 clusters Score -5601155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Entering Unmasked Estep 
Score: -7818879.500000 Penalty: 2751.016602
	Iteration 0F: 2 clusters Score -7818880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -7774795.500000 Penalty: 5502.033203
	Iteration 0F: 3 clusters Score -7774796 nChanged 30819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -7792046.500000 Penalty: 5502.033203
	Iteration 1F: 3 clusters Score -7792046 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -7792769.500000 Penalty: 5502.033203
	Iteration 2Q: 3 clusters Score -7792770 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -7793851.500000 Penalty: 5502.033203
	Iteration 3Q: 3 clusters Score -7793852 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -7795776.000000 Penalty: 5502.033203
	Iteration 4F: 3 clusters Score -7795776 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7799324.500000 Penalty: 5502.033203
	Iteration 5F: 3 clusters Score -7799324 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -7804556.000000 Penalty: 5502.033203
	Iteration 6F: 3 clusters Score -7804556 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -7810160.500000 Penalty: 5502.033203
	Iteration 7F: 3 clusters Score -7810160 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7813967.000000 Penalty: 5502.033203
	Iteration 8F: 3 clusters Score -7813967 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7815643.500000 Penalty: 5502.033203
	Iteration 9Q: 3 clusters Score -7815644 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7816266.500000 Penalty: 5502.033203
	Iteration 10Q: 3 clusters Score -7816266 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7816512.000000 Penalty: 5502.033203
	Iteration 11Q: 3 clusters Score -7816512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7816647.000000 Penalty: 5502.033203
	Iteration 12Q: 3 clusters Score -7816647 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7816767.000000 Penalty: 5502.033203
	Iteration 13Q: 3 clusters Score -7816767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7816850.000000 Penalty: 5502.033203
	Iteration 14Q: 3 clusters Score -7816850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7816893.000000 Penalty: 5502.033203
	Iteration 15Q: 3 clusters Score -7816893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7816944.500000 Penalty: 5502.033203
	Iteration 16Q: 3 clusters Score -7816944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7816964.500000 Penalty: 5502.033203
	Iteration 17Q: 3 clusters Score -7816964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7816974.000000 Penalty: 5502.033203
	Iteration 18Q: 3 clusters Score -7816974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7816978.500000 Penalty: 5502.033203
	Iteration 19Q: 3 clusters Score -7816978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7816980.500000 Penalty: 5502.033203
	Iteration 20F: 3 clusters Score -7816980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7816986.500000 Penalty: 5502.033203
	Iteration 21Q: 3 clusters Score -7816986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7816998.500000 Penalty: 5502.033203
	Iteration 22Q: 3 clusters Score -7816998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7817001.500000 Penalty: 5502.033203
	Iteration 23Q: 3 clusters Score -7817002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7817002.000000 Penalty: 5502.033203
	Iteration 24Q: 3 clusters Score -7817002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7817004.000000 Penalty: 5502.033203
	Iteration 25Q: 3 clusters Score -7817004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7817003.500000 Penalty: 5502.033203
	Iteration 26Q: 3 clusters Score -7817004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7817008.500000 Penalty: 5502.033203
	Iteration 27Q: 3 clusters Score -7817008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7817020.500000 Penalty: 5502.033203
	Iteration 28Q: 3 clusters Score -7817020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7817021.000000 Penalty: 5502.033203
	Iteration 29Q: 3 clusters Score -7817021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7817019.500000 Penalty: 5502.033203
	Iteration 30Q: 3 clusters Score -7817020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7817024.000000 Penalty: 5502.033203
	Iteration 31Q: 3 clusters Score -7817024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7817020.500000 Penalty: 5502.033203
	Iteration 32Q: 3 clusters Score -7817020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7817020.500000 Penalty: 5502.033203
	Iteration 33Q: 3 clusters Score -7817020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7817026.000000 Penalty: 5502.033203
	Iteration 34Q: 3 clusters Score -7817026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7817034.000000 Penalty: 5502.033203
	Iteration 35Q: 3 clusters Score -7817034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7817031.500000 Penalty: 5502.033203
	Iteration 36Q: 3 clusters Score -7817032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7817030.500000 Penalty: 5502.033203
	Iteration 37Q: 3 clusters Score -7817030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7817030.500000 Penalty: 5502.033203
	Iteration 38F: 3 clusters Score -7817030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Entering Unmasked Estep 
Score: -1029381.687500 Penalty: 2253.614502
	Iteration 0F: 2 clusters Score -1029382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1022419.187500 Penalty: 4507.229004
	Iteration 0F: 3 clusters Score -1022419 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1024433.875000 Penalty: 4507.229004
	Iteration 1F: 3 clusters Score -1024434 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1024704.625000 Penalty: 4507.229004
	Iteration 2F: 3 clusters Score -1024705 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1024900.437500 Penalty: 4507.229004
	Iteration 3Q: 3 clusters Score -1024900 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1025039.375000 Penalty: 4507.229004
	Iteration 4Q: 3 clusters Score -1025039 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1025147.437500 Penalty: 4507.229004
	Iteration 5Q: 3 clusters Score -1025147 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1025243.000000 Penalty: 4507.229004
	Iteration 6Q: 3 clusters Score -1025243 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1025338.250000 Penalty: 4507.229004
	Iteration 7Q: 3 clusters Score -1025338 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1025440.375000 Penalty: 4507.229004
	Iteration 8Q: 3 clusters Score -1025440 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1025555.250000 Penalty: 4507.229004
	Iteration 9Q: 3 clusters Score -1025555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1025668.125000 Penalty: 4507.229004
	Iteration 10Q: 3 clusters Score -1025668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1025805.125000 Penalty: 4507.229004
	Iteration 11Q: 3 clusters Score -1025805 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1025967.312500 Penalty: 4507.229004
	Iteration 12Q: 3 clusters Score -1025967 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1026139.125000 Penalty: 4507.229004
	Iteration 13Q: 3 clusters Score -1026139 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1026335.250000 Penalty: 4507.229004
	Iteration 14Q: 3 clusters Score -1026335 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1026542.000000 Penalty: 4507.229004
	Iteration 15Q: 3 clusters Score -1026542 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1026728.562500 Penalty: 4507.229004
	Iteration 16Q: 3 clusters Score -1026729 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1026896.562500 Penalty: 4507.229004
	Iteration 17Q: 3 clusters Score -1026897 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1027029.062500 Penalty: 4507.229004
	Iteration 18Q: 3 clusters Score -1027029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1027132.250000 Penalty: 4507.229004
	Iteration 19Q: 3 clusters Score -1027132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1027234.937500 Penalty: 4507.229004
	Iteration 20F: 3 clusters Score -1027235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1027348.687500 Penalty: 4507.229004
	Iteration 21Q: 3 clusters Score -1027349 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1027433.000000 Penalty: 4507.229004
	Iteration 22Q: 3 clusters Score -1027433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1027492.250000 Penalty: 4507.229004
	Iteration 23Q: 3 clusters Score -1027492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1027536.750000 Penalty: 4507.229004
	Iteration 24Q: 3 clusters Score -1027537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1027571.125000 Penalty: 4507.229004
	Iteration 25Q: 3 clusters Score -1027571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1027599.250000 Penalty: 4507.229004
	Iteration 26Q: 3 clusters Score -1027599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1027613.937500 Penalty: 4507.229004
	Iteration 27Q: 3 clusters Score -1027614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1027622.250000 Penalty: 4507.229004
	Iteration 28Q: 3 clusters Score -1027622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1027625.875000 Penalty: 4507.229004
	Iteration 29Q: 3 clusters Score -1027626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1027633.625000 Penalty: 4507.229004
	Iteration 30Q: 3 clusters Score -1027634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1027640.312500 Penalty: 4507.229004
	Iteration 31Q: 3 clusters Score -1027640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1027646.937500 Penalty: 4507.229004
	Iteration 32Q: 3 clusters Score -1027647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1027652.125000 Penalty: 4507.229004
	Iteration 33Q: 3 clusters Score -1027652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1027654.875000 Penalty: 4507.229004
	Iteration 34Q: 3 clusters Score -1027655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1027656.375000 Penalty: 4507.229004
	Iteration 35Q: 3 clusters Score -1027656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1027656.312500 Penalty: 4507.229004
	Iteration 36Q: 3 clusters Score -1027656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1027660.125000 Penalty: 4507.229004
	Iteration 37Q: 3 clusters Score -1027660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1027661.062500 Penalty: 4507.229004
	Iteration 38Q: 3 clusters Score -1027661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1027663.625000 Penalty: 4507.229004
	Iteration 39Q: 3 clusters Score -1027664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1027666.187500 Penalty: 4507.229004
	Iteration 40F: 3 clusters Score -1027666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1027666.750000 Penalty: 4507.229004
	Iteration 41Q: 3 clusters Score -1027667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1027667.187500 Penalty: 4507.229004
	Iteration 42Q: 3 clusters Score -1027667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1027668.062500 Penalty: 4507.229004
	Iteration 43Q: 3 clusters Score -1027668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1027668.875000 Penalty: 4507.229004
	Iteration 44Q: 3 clusters Score -1027669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1027668.875000 Penalty: 4507.229004
	Iteration 45Q: 3 clusters Score -1027669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1027668.875000 Penalty: 4507.229004
	Iteration 46F: 3 clusters Score -1027669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -303373.437500 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -303373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -300344.812500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -300344.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -300932.375000 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -300932.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -301077.968750 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -301078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -301162.218750 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -301162.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -301208.937500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -301208.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -301235.906250 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -301235.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301253.843750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -301253.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -301268.187500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -301268.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301281.687500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -301281.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -301291.750000 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -301291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301297.375000 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -301297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -301302.187500 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -301302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -301305.718750 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -301305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301307.468750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -301307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -301308.312500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -301308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301309.500000 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -301309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301309.500000 Penalty: 3894.424072
	Iteration 16F: 3 clusters Score -301309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Entering Unmasked Estep 
Score: -21960678.000000 Penalty: 3007.605225
	Iteration 0F: 2 clusters Score -2.196068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -21847632.000000 Penalty: 6015.210449
	Iteration 0F: 3 clusters Score -2.184763e+07 nChanged 88829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -21900108.000000 Penalty: 6015.210449
	Iteration 1F: 3 clusters Score -2.190011e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -21901248.000000 Penalty: 6015.210449
	Iteration 2Q: 3 clusters Score -2.190125e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -21902916.000000 Penalty: 6015.210449
	Iteration 3Q: 3 clusters Score -2.190292e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -21905566.000000 Penalty: 6015.210449
	Iteration 4Q: 3 clusters Score -2.190557e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 111126 members 
Entering Unmasked Estep 
Score: -21910466.000000 Penalty: 6015.210449
	Iteration 5F: 3 clusters Score -2.191047e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -21918598.000000 Penalty: 6015.210449
	Iteration 6F: 3 clusters Score -2.19186e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 130901 members 
Entering Unmasked Estep 
Score: -21930268.000000 Penalty: 6015.210449
	Iteration 7F: 3 clusters Score -2.193027e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -21942806.000000 Penalty: 6015.210449
	Iteration 8F: 3 clusters Score -2.194281e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 146789 members 
Entering Unmasked Estep 
Score: -21951110.000000 Penalty: 6015.210449
	Iteration 9F: 3 clusters Score -2.195111e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -21955174.000000 Penalty: 6015.210449
	Iteration 10Q: 3 clusters Score -2.195517e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -21956936.000000 Penalty: 6015.210449
	Iteration 11Q: 3 clusters Score -2.195694e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -21958066.000000 Penalty: 6015.210449
	Iteration 12Q: 3 clusters Score -2.195807e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -21958904.000000 Penalty: 6015.210449
	Iteration 13Q: 3 clusters Score -2.19589e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -21959566.000000 Penalty: 6015.210449
	Iteration 14Q: 3 clusters Score -2.195957e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 161216 members 
Entering Unmasked Estep 
Score: -21959964.000000 Penalty: 6015.210449
	Iteration 15Q: 3 clusters Score -2.195996e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -21960256.000000 Penalty: 6015.210449
	Iteration 16Q: 3 clusters Score -2.196026e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 164396 members 
Entering Unmasked Estep 
Score: -21960318.000000 Penalty: 6015.210449
	Iteration 17Q: 3 clusters Score -2.196032e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 165816 members 
Entering Unmasked Estep 
Score: -21960378.000000 Penalty: 6015.210449
	Iteration 18Q: 3 clusters Score -2.196038e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -21960480.000000 Penalty: 6015.210449
	Iteration 19Q: 3 clusters Score -2.196048e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -21960364.000000 Penalty: 6015.210449
	Iteration 20F: 3 clusters Score -2.196036e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -21960486.000000 Penalty: 6015.210449
	Iteration 21Q: 3 clusters Score -2.196049e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 170743 members 
Entering Unmasked Estep 
Score: -21960414.000000 Penalty: 6015.210449
	Iteration 22Q: 3 clusters Score -2.196041e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -21960514.000000 Penalty: 6015.210449
	Iteration 23Q: 3 clusters Score -2.196051e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -21960472.000000 Penalty: 6015.210449
	Iteration 24Q: 3 clusters Score -2.196047e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -21960418.000000 Penalty: 6015.210449
	Iteration 25Q: 3 clusters Score -2.196042e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 174738 members 
Entering Unmasked Estep 
Score: -21960330.000000 Penalty: 6015.210449
	Iteration 26Q: 3 clusters Score -2.196033e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -21960198.000000 Penalty: 6015.210449
	Iteration 27Q: 3 clusters Score -2.19602e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -21960150.000000 Penalty: 6015.210449
	Iteration 28Q: 3 clusters Score -2.196015e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -21959960.000000 Penalty: 6015.210449
	Iteration 29Q: 3 clusters Score -2.195996e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 177669 members 
Entering Unmasked Estep 
Score: -21959876.000000 Penalty: 6015.210449
	Iteration 30Q: 3 clusters Score -2.195988e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 178237 members 
Entering Unmasked Estep 
Score: -21959778.000000 Penalty: 6015.210449
	Iteration 31Q: 3 clusters Score -2.195978e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 178760 members 
Entering Unmasked Estep 
Score: -21959754.000000 Penalty: 6015.210449
	Iteration 32Q: 3 clusters Score -2.195975e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 179204 members 
Entering Unmasked Estep 
Score: -21959640.000000 Penalty: 6015.210449
	Iteration 33Q: 3 clusters Score -2.195964e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -21959560.000000 Penalty: 6015.210449
	Iteration 34Q: 3 clusters Score -2.195956e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -21959504.000000 Penalty: 6015.210449
	Iteration 35Q: 3 clusters Score -2.19595e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 180345 members 
Entering Unmasked Estep 
Score: -21959420.000000 Penalty: 6015.210449
	Iteration 36Q: 3 clusters Score -2.195942e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -21959448.000000 Penalty: 6015.210449
	Iteration 37Q: 3 clusters Score -2.195945e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -21959410.000000 Penalty: 6015.210449
	Iteration 38Q: 3 clusters Score -2.195941e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 181181 members 
Entering Unmasked Estep 
Score: -21959298.000000 Penalty: 6015.210449
	Iteration 39Q: 3 clusters Score -2.19593e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 181404 members 
Entering Unmasked Estep 
Score: -21959290.000000 Penalty: 6015.210449
	Iteration 40F: 3 clusters Score -2.195929e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 181597 members 
Entering Unmasked Estep 
Score: -21959274.000000 Penalty: 6015.210449
	Iteration 41Q: 3 clusters Score -2.195927e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -21959256.000000 Penalty: 6015.210449
	Iteration 42Q: 3 clusters Score -2.195926e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 181912 members 
Entering Unmasked Estep 
Score: -21959212.000000 Penalty: 6015.210449
	Iteration 43Q: 3 clusters Score -2.195921e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 182031 members 
Entering Unmasked Estep 
Score: -21959198.000000 Penalty: 6015.210449
	Iteration 44Q: 3 clusters Score -2.19592e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -21959160.000000 Penalty: 6015.210449
	Iteration 45Q: 3 clusters Score -2.195916e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 182260 members 
Entering Unmasked Estep 
Score: -21959156.000000 Penalty: 6015.210449
	Iteration 46Q: 3 clusters Score -2.195916e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -21959146.000000 Penalty: 6015.210449
	Iteration 47Q: 3 clusters Score -2.195915e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 182449 members 
Entering Unmasked Estep 
Score: -21959136.000000 Penalty: 6015.210449
	Iteration 48Q: 3 clusters Score -2.195914e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 182527 members 
Entering Unmasked Estep 
Score: -21959120.000000 Penalty: 6015.210449
	Iteration 49Q: 3 clusters Score -2.195912e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 182587 members 
Entering Unmasked Estep 
Score: -21959096.000000 Penalty: 6015.210449
	Iteration 50Q: 3 clusters Score -2.19591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 182643 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 6015.210449
	Iteration 51Q: 3 clusters Score -2.19591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 182697 members 
Entering Unmasked Estep 
Score: -21959106.000000 Penalty: 6015.210449
	Iteration 52Q: 3 clusters Score -2.195911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -21959074.000000 Penalty: 6015.210449
	Iteration 53Q: 3 clusters Score -2.195907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 182774 members 
Entering Unmasked Estep 
Score: -21959076.000000 Penalty: 6015.210449
	Iteration 54Q: 3 clusters Score -2.195908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 182806 members 
Entering Unmasked Estep 
Score: -21959044.000000 Penalty: 6015.210449
	Iteration 55Q: 3 clusters Score -2.195904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -21959046.000000 Penalty: 6015.210449
	Iteration 56Q: 3 clusters Score -2.195905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 182852 members 
Entering Unmasked Estep 
Score: -21959056.000000 Penalty: 6015.210449
	Iteration 57Q: 3 clusters Score -2.195906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 182867 members 
Entering Unmasked Estep 
Score: -21959082.000000 Penalty: 6015.210449
	Iteration 58Q: 3 clusters Score -2.195908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 182889 members 
Entering Unmasked Estep 
Score: -21959060.000000 Penalty: 6015.210449
	Iteration 59Q: 3 clusters Score -2.195906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -21959058.000000 Penalty: 6015.210449
	Iteration 60F: 3 clusters Score -2.195906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 182940 members 
Entering Unmasked Estep 
Score: -21959052.000000 Penalty: 6015.210449
	Iteration 61Q: 3 clusters Score -2.195905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 182956 members 
Entering Unmasked Estep 
Score: -21959044.000000 Penalty: 6015.210449
	Iteration 62Q: 3 clusters Score -2.195904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 182986 members 
Entering Unmasked Estep 
Score: -21959028.000000 Penalty: 6015.210449
	Iteration 63Q: 3 clusters Score -2.195903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6015.210449
	Iteration 64Q: 3 clusters Score -2.195904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 183049 members 
Entering Unmasked Estep 
Score: -21959024.000000 Penalty: 6015.210449
	Iteration 65Q: 3 clusters Score -2.195902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -21959012.000000 Penalty: 6015.210449
	Iteration 66Q: 3 clusters Score -2.195901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -21958992.000000 Penalty: 6015.210449
	Iteration 67Q: 3 clusters Score -2.195899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -21958992.000000 Penalty: 6015.210449
	Iteration 68Q: 3 clusters Score -2.195899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 183145 members 
Entering Unmasked Estep 
Score: -21958946.000000 Penalty: 6015.210449
	Iteration 69Q: 3 clusters Score -2.195895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -21958952.000000 Penalty: 6015.210449
	Iteration 70Q: 3 clusters Score -2.195895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 183175 members 
Entering Unmasked Estep 
Score: -21958968.000000 Penalty: 6015.210449
	Iteration 71Q: 3 clusters Score -2.195897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 183190 members 
Entering Unmasked Estep 
Score: -21958964.000000 Penalty: 6015.210449
	Iteration 72Q: 3 clusters Score -2.195896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 183206 members 
Entering Unmasked Estep 
Score: -21958982.000000 Penalty: 6015.210449
	Iteration 73Q: 3 clusters Score -2.195898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -21958990.000000 Penalty: 6015.210449
	Iteration 74Q: 3 clusters Score -2.195899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 183236 members 
Entering Unmasked Estep 
Score: -21958976.000000 Penalty: 6015.210449
	Iteration 75Q: 3 clusters Score -2.195898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 183245 members 
Entering Unmasked Estep 
Score: -21958972.000000 Penalty: 6015.210449
	Iteration 76Q: 3 clusters Score -2.195897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -21958974.000000 Penalty: 6015.210449
	Iteration 77Q: 3 clusters Score -2.195897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -21958972.000000 Penalty: 6015.210449
	Iteration 78Q: 3 clusters Score -2.195897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 183292 members 
Entering Unmasked Estep 
Score: -21958956.000000 Penalty: 6015.210449
	Iteration 79Q: 3 clusters Score -2.195896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -21958956.000000 Penalty: 6015.210449
	Iteration 80F: 3 clusters Score -2.195896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -21958950.000000 Penalty: 6015.210449
	Iteration 81Q: 3 clusters Score -2.195895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -21958938.000000 Penalty: 6015.210449
	Iteration 82Q: 3 clusters Score -2.195894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 183332 members 
Entering Unmasked Estep 
Score: -21958944.000000 Penalty: 6015.210449
	Iteration 83Q: 3 clusters Score -2.195894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 183340 members 
Entering Unmasked Estep 
Score: -21958946.000000 Penalty: 6015.210449
	Iteration 84Q: 3 clusters Score -2.195895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 183347 members 
Entering Unmasked Estep 
Score: -21958970.000000 Penalty: 6015.210449
	Iteration 85Q: 3 clusters Score -2.195897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 183357 members 
Entering Unmasked Estep 
Score: -21958974.000000 Penalty: 6015.210449
	Iteration 86Q: 3 clusters Score -2.195897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -21958984.000000 Penalty: 6015.210449
	Iteration 87Q: 3 clusters Score -2.195898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 183370 members 
Entering Unmasked Estep 
Score: -21958976.000000 Penalty: 6015.210449
	Iteration 88Q: 3 clusters Score -2.195898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 183375 members 
Entering Unmasked Estep 
Score: -21958988.000000 Penalty: 6015.210449
	Iteration 89Q: 3 clusters Score -2.195899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 183380 members 
Entering Unmasked Estep 
Score: -21958990.000000 Penalty: 6015.210449
	Iteration 90Q: 3 clusters Score -2.195899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 183386 members 
Entering Unmasked Estep 
Score: -21959014.000000 Penalty: 6015.210449
	Iteration 91Q: 3 clusters Score -2.195901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 183396 members 
Entering Unmasked Estep 
Score: -21959032.000000 Penalty: 6015.210449
	Iteration 92Q: 3 clusters Score -2.195903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 183403 members 
Entering Unmasked Estep 
Score: -21959014.000000 Penalty: 6015.210449
	Iteration 93Q: 3 clusters Score -2.195901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 183408 members 
Entering Unmasked Estep 
Score: -21958998.000000 Penalty: 6015.210449
	Iteration 94Q: 3 clusters Score -2.1959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -21959018.000000 Penalty: 6015.210449
	Iteration 95Q: 3 clusters Score -2.195902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 183421 members 
Entering Unmasked Estep 
Score: -21959006.000000 Penalty: 6015.210449
	Iteration 96Q: 3 clusters Score -2.195901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -21959004.000000 Penalty: 6015.210449
	Iteration 97Q: 3 clusters Score -2.1959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -21959000.000000 Penalty: 6015.210449
	Iteration 98Q: 3 clusters Score -2.1959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 183454 members 
Entering Unmasked Estep 
Score: -21958990.000000 Penalty: 6015.210449
	Iteration 99Q: 3 clusters Score -2.195899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 183463 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 100F: 3 clusters Score -2.195899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 183471 members 
Entering Unmasked Estep 
Score: -21958996.000000 Penalty: 6015.210449
	Iteration 101Q: 3 clusters Score -2.1959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -21958970.000000 Penalty: 6015.210449
	Iteration 102Q: 3 clusters Score -2.195897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 183485 members 
Entering Unmasked Estep 
Score: -21958968.000000 Penalty: 6015.210449
	Iteration 103Q: 3 clusters Score -2.195897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -21958972.000000 Penalty: 6015.210449
	Iteration 104Q: 3 clusters Score -2.195897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -21958974.000000 Penalty: 6015.210449
	Iteration 105Q: 3 clusters Score -2.195897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 106Q: 3 clusters Score -2.195899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -21958982.000000 Penalty: 6015.210449
	Iteration 107Q: 3 clusters Score -2.195898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -21958988.000000 Penalty: 6015.210449
	Iteration 108Q: 3 clusters Score -2.195899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 183523 members 
Entering Unmasked Estep 
Score: -21958996.000000 Penalty: 6015.210449
	Iteration 109Q: 3 clusters Score -2.1959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 183527 members 
Entering Unmasked Estep 
Score: -21958996.000000 Penalty: 6015.210449
	Iteration 110Q: 3 clusters Score -2.1959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -21958990.000000 Penalty: 6015.210449
	Iteration 111Q: 3 clusters Score -2.195899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 183534 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 112Q: 3 clusters Score -2.195899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -21958980.000000 Penalty: 6015.210449
	Iteration 113Q: 3 clusters Score -2.195898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
Score: -21958972.000000 Penalty: 6015.210449
	Iteration 114Q: 3 clusters Score -2.195897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 183545 members 
Entering Unmasked Estep 
Score: -21958982.000000 Penalty: 6015.210449
	Iteration 115Q: 3 clusters Score -2.195898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 183549 members 
Entering Unmasked Estep 
Score: -21958988.000000 Penalty: 6015.210449
	Iteration 116Q: 3 clusters Score -2.195899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 183551 members 
Entering Unmasked Estep 
Score: -21958994.000000 Penalty: 6015.210449
	Iteration 117Q: 3 clusters Score -2.195899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -21958992.000000 Penalty: 6015.210449
	Iteration 118Q: 3 clusters Score -2.195899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -21958986.000000 Penalty: 6015.210449
	Iteration 119Q: 3 clusters Score -2.195899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 183554 members 
Entering Unmasked Estep 
Score: -21958996.000000 Penalty: 6015.210449
	Iteration 120F: 3 clusters Score -2.1959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 183557 members 
Entering Unmasked Estep 
Score: -21958994.000000 Penalty: 6015.210449
	Iteration 121Q: 3 clusters Score -2.195899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 183557 members 
Entering Unmasked Estep 
Score: -21958994.000000 Penalty: 6015.210449
	Iteration 122F: 3 clusters Score -2.195899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Entering Unmasked Estep 
Score: -2246016.000000 Penalty: 2446.959473
	Iteration 0F: 2 clusters Score -2246016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2232423.500000 Penalty: 4893.918945
	Iteration 0F: 3 clusters Score -2232424 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2236959.250000 Penalty: 4893.918945
	Iteration 1F: 3 clusters Score -2236959 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2237407.750000 Penalty: 4893.918945
	Iteration 2F: 3 clusters Score -2237408 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2237879.000000 Penalty: 4893.918945
	Iteration 3F: 3 clusters Score -2237879 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2238435.000000 Penalty: 4893.918945
	Iteration 4F: 3 clusters Score -2238435 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2239239.000000 Penalty: 4893.918945
	Iteration 5F: 3 clusters Score -2239239 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2240275.250000 Penalty: 4893.918945
	Iteration 6F: 3 clusters Score -2240275 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2241438.000000 Penalty: 4893.918945
	Iteration 7F: 3 clusters Score -2241438 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2242512.500000 Penalty: 4893.918945
	Iteration 8F: 3 clusters Score -2242512 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2243266.750000 Penalty: 4893.918945
	Iteration 9F: 3 clusters Score -2243267 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2243718.250000 Penalty: 4893.918945
	Iteration 10Q: 3 clusters Score -2243718 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2243986.000000 Penalty: 4893.918945
	Iteration 11Q: 3 clusters Score -2243986 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2244151.500000 Penalty: 4893.918945
	Iteration 12Q: 3 clusters Score -2244152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2244277.500000 Penalty: 4893.918945
	Iteration 13Q: 3 clusters Score -2244278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2244398.250000 Penalty: 4893.918945
	Iteration 14Q: 3 clusters Score -2244398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2244500.000000 Penalty: 4893.918945
	Iteration 15Q: 3 clusters Score -2244500 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2244582.250000 Penalty: 4893.918945
	Iteration 16Q: 3 clusters Score -2244582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2244644.500000 Penalty: 4893.918945
	Iteration 17Q: 3 clusters Score -2244644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2244693.500000 Penalty: 4893.918945
	Iteration 18Q: 3 clusters Score -2244694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2244717.000000 Penalty: 4893.918945
	Iteration 19Q: 3 clusters Score -2244717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2244747.500000 Penalty: 4893.918945
	Iteration 20F: 3 clusters Score -2244748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2244770.500000 Penalty: 4893.918945
	Iteration 21Q: 3 clusters Score -2244770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2244790.250000 Penalty: 4893.918945
	Iteration 22Q: 3 clusters Score -2244790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2244807.250000 Penalty: 4893.918945
	Iteration 23Q: 3 clusters Score -2244807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2244810.000000 Penalty: 4893.918945
	Iteration 24Q: 3 clusters Score -2244810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2244811.250000 Penalty: 4893.918945
	Iteration 25Q: 3 clusters Score -2244811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2244819.750000 Penalty: 4893.918945
	Iteration 26Q: 3 clusters Score -2244820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2244827.750000 Penalty: 4893.918945
	Iteration 27Q: 3 clusters Score -2244828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2244834.750000 Penalty: 4893.918945
	Iteration 28Q: 3 clusters Score -2244835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2244842.000000 Penalty: 4893.918945
	Iteration 29Q: 3 clusters Score -2244842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2244840.000000 Penalty: 4893.918945
	Iteration 30Q: 3 clusters Score -2244840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2244847.750000 Penalty: 4893.918945
	Iteration 31Q: 3 clusters Score -2244848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2244852.000000 Penalty: 4893.918945
	Iteration 32Q: 3 clusters Score -2244852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2244854.750000 Penalty: 4893.918945
	Iteration 33Q: 3 clusters Score -2244855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2244854.500000 Penalty: 4893.918945
	Iteration 34Q: 3 clusters Score -2244854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2244854.250000 Penalty: 4893.918945
	Iteration 35Q: 3 clusters Score -2244854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2244856.500000 Penalty: 4893.918945
	Iteration 36Q: 3 clusters Score -2244856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2244856.500000 Penalty: 4893.918945
	Iteration 37F: 3 clusters Score -2244856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -385545.937500 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -385545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -382060.656250 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -382060.7 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -382902.718750 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -382902.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383149.906250 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -383149.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383376.187500 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -383376.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -383567.531250 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -383567.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -383762.062500 Penalty: 4032.655518
	Iteration 5F: 3 clusters Score -383762.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -384047.750000 Penalty: 4032.655518
	Iteration 6F: 3 clusters Score -384047.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -384446.625000 Penalty: 4032.655518
	Iteration 7F: 3 clusters Score -384446.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -384905.156250 Penalty: 4032.655518
	Iteration 8F: 3 clusters Score -384905.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -385251.156250 Penalty: 4032.655518
	Iteration 9F: 3 clusters Score -385251.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -385484.437500 Penalty: 4032.655518
	Iteration 10F: 3 clusters Score -385484.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -385641.500000 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -385641.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -385729.093750 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -385729.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -385818.062500 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -385818.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -385909.625000 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -385909.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -385968.312500 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -385968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -385986.281250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -385986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -386008.531250 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -386008.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -386019.875000 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -386019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -386023.843750 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -386023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -386023.843750 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -386023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 9 contains 555 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
Score: -118061960.000000 Penalty: 61757.199219
Splitting cluster 7 changes total score from -118062920.000000 to -118061960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (84738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Entering Unmasked Estep 
Score: -10067626.000000 Penalty: 2814.135254
	Iteration 0F: 2 clusters Score -1.006763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -10011109.000000 Penalty: 5628.270508
	Iteration 0F: 3 clusters Score -1.001111e+07 nChanged 39893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -10033026.000000 Penalty: 5628.270508
	Iteration 1F: 3 clusters Score -1.003303e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -10033713.000000 Penalty: 5628.270508
	Iteration 2Q: 3 clusters Score -1.003371e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -10034453.000000 Penalty: 5628.270508
	Iteration 3Q: 3 clusters Score -1.003445e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -10035360.000000 Penalty: 5628.270508
	Iteration 4Q: 3 clusters Score -1.003536e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -10037056.000000 Penalty: 5628.270508
	Iteration 5Q: 3 clusters Score -1.003706e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -10040093.000000 Penalty: 5628.270508
	Iteration 6F: 3 clusters Score -1.004009e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -10045356.000000 Penalty: 5628.270508
	Iteration 7F: 3 clusters Score -1.004536e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -10052604.000000 Penalty: 5628.270508
	Iteration 8F: 3 clusters Score -1.00526e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -10059336.000000 Penalty: 5628.270508
	Iteration 9F: 3 clusters Score -1.005934e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -10063100.000000 Penalty: 5628.270508
	Iteration 10Q: 3 clusters Score -1.00631e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -10064427.000000 Penalty: 5628.270508
	Iteration 11Q: 3 clusters Score -1.006443e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10064899.000000 Penalty: 5628.270508
	Iteration 12Q: 3 clusters Score -1.00649e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -10065058.000000 Penalty: 5628.270508
	Iteration 13Q: 3 clusters Score -1.006506e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10065095.000000 Penalty: 5628.270508
	Iteration 14Q: 3 clusters Score -1.00651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -10065113.000000 Penalty: 5628.270508
	Iteration 15Q: 3 clusters Score -1.006511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -10065137.000000 Penalty: 5628.270508
	Iteration 16Q: 3 clusters Score -1.006514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -10065162.000000 Penalty: 5628.270508
	Iteration 17Q: 3 clusters Score -1.006516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -10065174.000000 Penalty: 5628.270508
	Iteration 18Q: 3 clusters Score -1.006517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -10065178.000000 Penalty: 5628.270508
	Iteration 19Q: 3 clusters Score -1.006518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -10065189.000000 Penalty: 5628.270508
	Iteration 20F: 3 clusters Score -1.006519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -10065195.000000 Penalty: 5628.270508
	Iteration 21Q: 3 clusters Score -1.00652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -10065192.000000 Penalty: 5628.270508
	Iteration 22Q: 3 clusters Score -1.006519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -10065202.000000 Penalty: 5628.270508
	Iteration 23Q: 3 clusters Score -1.00652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -10065198.000000 Penalty: 5628.270508
	Iteration 24Q: 3 clusters Score -1.00652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -10065198.000000 Penalty: 5628.270508
	Iteration 25F: 3 clusters Score -1.00652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Entering Unmasked Estep 
Score: -6871609.000000 Penalty: 2718.646484
	Iteration 0F: 2 clusters Score -6871609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -6832793.500000 Penalty: 5437.292969
	Iteration 0F: 3 clusters Score -6832794 nChanged 26755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6847592.000000 Penalty: 5437.292969
	Iteration 1F: 3 clusters Score -6847592 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6848128.000000 Penalty: 5437.292969
	Iteration 2Q: 3 clusters Score -6848128 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -6848773.500000 Penalty: 5437.292969
	Iteration 3Q: 3 clusters Score -6848774 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -6849582.500000 Penalty: 5437.292969
	Iteration 4Q: 3 clusters Score -6849582 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -6850791.500000 Penalty: 5437.292969
	Iteration 5Q: 3 clusters Score -6850792 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -6852645.000000 Penalty: 5437.292969
	Iteration 6F: 3 clusters Score -6852645 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -6855547.500000 Penalty: 5437.292969
	Iteration 7F: 3 clusters Score -6855548 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -6859486.000000 Penalty: 5437.292969
	Iteration 8F: 3 clusters Score -6859486 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -6863441.500000 Penalty: 5437.292969
	Iteration 9F: 3 clusters Score -6863442 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -6866245.500000 Penalty: 5437.292969
	Iteration 10F: 3 clusters Score -6866246 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -6867693.000000 Penalty: 5437.292969
	Iteration 11Q: 3 clusters Score -6867693 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6868406.500000 Penalty: 5437.292969
	Iteration 12Q: 3 clusters Score -6868406 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6868734.500000 Penalty: 5437.292969
	Iteration 13Q: 3 clusters Score -6868734 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6868919.000000 Penalty: 5437.292969
	Iteration 14Q: 3 clusters Score -6868919 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6869028.000000 Penalty: 5437.292969
	Iteration 15Q: 3 clusters Score -6869028 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6869096.000000 Penalty: 5437.292969
	Iteration 16Q: 3 clusters Score -6869096 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6869135.500000 Penalty: 5437.292969
	Iteration 17Q: 3 clusters Score -6869136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6869188.000000 Penalty: 5437.292969
	Iteration 18Q: 3 clusters Score -6869188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6869216.000000 Penalty: 5437.292969
	Iteration 19Q: 3 clusters Score -6869216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6869251.000000 Penalty: 5437.292969
	Iteration 20F: 3 clusters Score -6869251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6869262.500000 Penalty: 5437.292969
	Iteration 21Q: 3 clusters Score -6869262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6869268.000000 Penalty: 5437.292969
	Iteration 22Q: 3 clusters Score -6869268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6869295.500000 Penalty: 5437.292969
	Iteration 23Q: 3 clusters Score -6869296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6869299.000000 Penalty: 5437.292969
	Iteration 24Q: 3 clusters Score -6869299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6869300.500000 Penalty: 5437.292969
	Iteration 25Q: 3 clusters Score -6869300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6869315.500000 Penalty: 5437.292969
	Iteration 26Q: 3 clusters Score -6869316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6869326.500000 Penalty: 5437.292969
	Iteration 27Q: 3 clusters Score -6869326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6869323.500000 Penalty: 5437.292969
	Iteration 28Q: 3 clusters Score -6869324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6869329.500000 Penalty: 5437.292969
	Iteration 29Q: 3 clusters Score -6869330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6869337.000000 Penalty: 5437.292969
	Iteration 30Q: 3 clusters Score -6869337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6869337.000000 Penalty: 5437.292969
	Iteration 31Q: 3 clusters Score -6869337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6869347.000000 Penalty: 5437.292969
	Iteration 32Q: 3 clusters Score -6869347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6869363.000000 Penalty: 5437.292969
	Iteration 33Q: 3 clusters Score -6869363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6869370.000000 Penalty: 5437.292969
	Iteration 34Q: 3 clusters Score -6869370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6869382.000000 Penalty: 5437.292969
	Iteration 35Q: 3 clusters Score -6869382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6869397.000000 Penalty: 5437.292969
	Iteration 36Q: 3 clusters Score -6869397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6869399.000000 Penalty: 5437.292969
	Iteration 37Q: 3 clusters Score -6869399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6869413.500000 Penalty: 5437.292969
	Iteration 38Q: 3 clusters Score -6869414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6869422.000000 Penalty: 5437.292969
	Iteration 39Q: 3 clusters Score -6869422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6869418.500000 Penalty: 5437.292969
	Iteration 40F: 3 clusters Score -6869418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6869431.000000 Penalty: 5437.292969
	Iteration 41Q: 3 clusters Score -6869431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6869439.000000 Penalty: 5437.292969
	Iteration 42Q: 3 clusters Score -6869439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6869433.500000 Penalty: 5437.292969
	Iteration 43Q: 3 clusters Score -6869434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6869439.500000 Penalty: 5437.292969
	Iteration 44Q: 3 clusters Score -6869440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6869447.500000 Penalty: 5437.292969
	Iteration 45Q: 3 clusters Score -6869448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6869445.000000 Penalty: 5437.292969
	Iteration 46Q: 3 clusters Score -6869445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6869439.500000 Penalty: 5437.292969
	Iteration 47Q: 3 clusters Score -6869440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6869439.500000 Penalty: 5437.292969
	Iteration 48F: 3 clusters Score -6869440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (168836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168836 members 
Entering Unmasked Estep 
Score: -19886154.000000 Penalty: 2985.097412
	Iteration 0F: 2 clusters Score -1.988615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -19775368.000000 Penalty: 5970.194824
	Iteration 0F: 3 clusters Score -1.977537e+07 nChanged 81127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -19822364.000000 Penalty: 5970.194824
	Iteration 1F: 3 clusters Score -1.982236e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -19823654.000000 Penalty: 5970.194824
	Iteration 2Q: 3 clusters Score -1.982365e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 94444 members 
Entering Unmasked Estep 
Score: -19825060.000000 Penalty: 5970.194824
	Iteration 3Q: 3 clusters Score -1.982506e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -19827850.000000 Penalty: 5970.194824
	Iteration 4Q: 3 clusters Score -1.982785e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 108460 members 
Entering Unmasked Estep 
Score: -19833142.000000 Penalty: 5970.194824
	Iteration 5F: 3 clusters Score -1.983314e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -19842508.000000 Penalty: 5970.194824
	Iteration 6F: 3 clusters Score -1.984251e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -19856288.000000 Penalty: 5970.194824
	Iteration 7F: 3 clusters Score -1.985629e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -19869750.000000 Penalty: 5970.194824
	Iteration 8F: 3 clusters Score -1.986975e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 155835 members 
Entering Unmasked Estep 
Score: -19878700.000000 Penalty: 5970.194824
	Iteration 9F: 3 clusters Score -1.98787e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -19882634.000000 Penalty: 5970.194824
	Iteration 10Q: 3 clusters Score -1.988263e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 161504 members 
Entering Unmasked Estep 
Score: -19884256.000000 Penalty: 5970.194824
	Iteration 11Q: 3 clusters Score -1.988426e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 162412 members 
Entering Unmasked Estep 
Score: -19884858.000000 Penalty: 5970.194824
	Iteration 12Q: 3 clusters Score -1.988486e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -19885086.000000 Penalty: 5970.194824
	Iteration 13Q: 3 clusters Score -1.988509e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -19885082.000000 Penalty: 5970.194824
	Iteration 14Q: 3 clusters Score -1.988508e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -19885160.000000 Penalty: 5970.194824
	Iteration 15Q: 3 clusters Score -1.988516e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 164282 members 
Entering Unmasked Estep 
Score: -19885190.000000 Penalty: 5970.194824
	Iteration 16Q: 3 clusters Score -1.988519e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -19885254.000000 Penalty: 5970.194824
	Iteration 17Q: 3 clusters Score -1.988525e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -19885240.000000 Penalty: 5970.194824
	Iteration 18Q: 3 clusters Score -1.988524e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -19885248.000000 Penalty: 5970.194824
	Iteration 19Q: 3 clusters Score -1.988525e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -19885242.000000 Penalty: 5970.194824
	Iteration 20F: 3 clusters Score -1.988524e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -19885320.000000 Penalty: 5970.194824
	Iteration 21Q: 3 clusters Score -1.988532e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -19885274.000000 Penalty: 5970.194824
	Iteration 22Q: 3 clusters Score -1.988527e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -19885210.000000 Penalty: 5970.194824
	Iteration 23Q: 3 clusters Score -1.988521e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -19885258.000000 Penalty: 5970.194824
	Iteration 24Q: 3 clusters Score -1.988526e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -19885268.000000 Penalty: 5970.194824
	Iteration 25Q: 3 clusters Score -1.988527e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 165696 members 
Entering Unmasked Estep 
Score: -19885312.000000 Penalty: 5970.194824
	Iteration 26Q: 3 clusters Score -1.988531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -19885298.000000 Penalty: 5970.194824
	Iteration 27Q: 3 clusters Score -1.98853e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -19885270.000000 Penalty: 5970.194824
	Iteration 28Q: 3 clusters Score -1.988527e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 165823 members 
Entering Unmasked Estep 
Score: -19885288.000000 Penalty: 5970.194824
	Iteration 29Q: 3 clusters Score -1.988529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -19885282.000000 Penalty: 5970.194824
	Iteration 30Q: 3 clusters Score -1.988528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 165905 members 
Entering Unmasked Estep 
Score: -19885320.000000 Penalty: 5970.194824
	Iteration 31Q: 3 clusters Score -1.988532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -19885304.000000 Penalty: 5970.194824
	Iteration 32Q: 3 clusters Score -1.98853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -19885300.000000 Penalty: 5970.194824
	Iteration 33Q: 3 clusters Score -1.98853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -19885272.000000 Penalty: 5970.194824
	Iteration 34Q: 3 clusters Score -1.988527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 166005 members 
Entering Unmasked Estep 
Score: -19885266.000000 Penalty: 5970.194824
	Iteration 35Q: 3 clusters Score -1.988527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -19885278.000000 Penalty: 5970.194824
	Iteration 36Q: 3 clusters Score -1.988528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -19885282.000000 Penalty: 5970.194824
	Iteration 37Q: 3 clusters Score -1.988528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -19885266.000000 Penalty: 5970.194824
	Iteration 38Q: 3 clusters Score -1.988527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -19885282.000000 Penalty: 5970.194824
	Iteration 39Q: 3 clusters Score -1.988528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -19885270.000000 Penalty: 5970.194824
	Iteration 40F: 3 clusters Score -1.988527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -19885274.000000 Penalty: 5970.194824
	Iteration 41Q: 3 clusters Score -1.988527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -19885266.000000 Penalty: 5970.194824
	Iteration 42Q: 3 clusters Score -1.988527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 166066 members 
Entering Unmasked Estep 
Score: -19885270.000000 Penalty: 5970.194824
	Iteration 43Q: 3 clusters Score -1.988527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -19885270.000000 Penalty: 5970.194824
	Iteration 44Q: 3 clusters Score -1.988527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -19885286.000000 Penalty: 5970.194824
	Iteration 45Q: 3 clusters Score -1.988529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 166076 members 
Entering Unmasked Estep 
Score: -19885276.000000 Penalty: 5970.194824
	Iteration 46Q: 3 clusters Score -1.988528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 166079 members 
Entering Unmasked Estep 
Score: -19885260.000000 Penalty: 5970.194824
	Iteration 47Q: 3 clusters Score -1.988526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 166086 members 
Entering Unmasked Estep 
Score: -19885260.000000 Penalty: 5970.194824
	Iteration 48Q: 3 clusters Score -1.988526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 49Q: 3 clusters Score -1.988525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -19885232.000000 Penalty: 5970.194824
	Iteration 50Q: 3 clusters Score -1.988523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 166117 members 
Entering Unmasked Estep 
Score: -19885234.000000 Penalty: 5970.194824
	Iteration 51Q: 3 clusters Score -1.988523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -19885224.000000 Penalty: 5970.194824
	Iteration 52Q: 3 clusters Score -1.988522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -19885244.000000 Penalty: 5970.194824
	Iteration 53Q: 3 clusters Score -1.988524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -19885238.000000 Penalty: 5970.194824
	Iteration 54Q: 3 clusters Score -1.988524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -19885228.000000 Penalty: 5970.194824
	Iteration 55Q: 3 clusters Score -1.988523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -19885236.000000 Penalty: 5970.194824
	Iteration 56Q: 3 clusters Score -1.988524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -19885232.000000 Penalty: 5970.194824
	Iteration 57Q: 3 clusters Score -1.988523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -19885234.000000 Penalty: 5970.194824
	Iteration 58Q: 3 clusters Score -1.988523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -19885232.000000 Penalty: 5970.194824
	Iteration 59Q: 3 clusters Score -1.988523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -19885230.000000 Penalty: 5970.194824
	Iteration 60F: 3 clusters Score -1.988523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -19885222.000000 Penalty: 5970.194824
	Iteration 61Q: 3 clusters Score -1.988522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -19885242.000000 Penalty: 5970.194824
	Iteration 62Q: 3 clusters Score -1.988524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 63Q: 3 clusters Score -1.988525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -19885244.000000 Penalty: 5970.194824
	Iteration 64Q: 3 clusters Score -1.988524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -19885250.000000 Penalty: 5970.194824
	Iteration 65Q: 3 clusters Score -1.988525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -19885240.000000 Penalty: 5970.194824
	Iteration 66Q: 3 clusters Score -1.988524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 166177 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 67Q: 3 clusters Score -1.988525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -19885240.000000 Penalty: 5970.194824
	Iteration 68Q: 3 clusters Score -1.988524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -19885258.000000 Penalty: 5970.194824
	Iteration 69Q: 3 clusters Score -1.988526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 166191 members 
Entering Unmasked Estep 
Score: -19885264.000000 Penalty: 5970.194824
	Iteration 70Q: 3 clusters Score -1.988526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -19885262.000000 Penalty: 5970.194824
	Iteration 71Q: 3 clusters Score -1.988526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -19885260.000000 Penalty: 5970.194824
	Iteration 72Q: 3 clusters Score -1.988526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -19885260.000000 Penalty: 5970.194824
	Iteration 73Q: 3 clusters Score -1.988526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -19885270.000000 Penalty: 5970.194824
	Iteration 74Q: 3 clusters Score -1.988527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -19885252.000000 Penalty: 5970.194824
	Iteration 75Q: 3 clusters Score -1.988525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 166213 members 
Entering Unmasked Estep 
Score: -19885258.000000 Penalty: 5970.194824
	Iteration 76Q: 3 clusters Score -1.988526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 166217 members 
Entering Unmasked Estep 
Score: -19885232.000000 Penalty: 5970.194824
	Iteration 77Q: 3 clusters Score -1.988523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 166221 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 78Q: 3 clusters Score -1.988525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 79Q: 3 clusters Score -1.988525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -19885244.000000 Penalty: 5970.194824
	Iteration 80F: 3 clusters Score -1.988524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -19885242.000000 Penalty: 5970.194824
	Iteration 81Q: 3 clusters Score -1.988524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -19885244.000000 Penalty: 5970.194824
	Iteration 82Q: 3 clusters Score -1.988524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 166238 members 
Entering Unmasked Estep 
Score: -19885242.000000 Penalty: 5970.194824
	Iteration 83Q: 3 clusters Score -1.988524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -19885252.000000 Penalty: 5970.194824
	Iteration 84Q: 3 clusters Score -1.988525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -19885252.000000 Penalty: 5970.194824
	Iteration 85Q: 3 clusters Score -1.988525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -19885264.000000 Penalty: 5970.194824
	Iteration 86Q: 3 clusters Score -1.988526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -19885256.000000 Penalty: 5970.194824
	Iteration 87Q: 3 clusters Score -1.988526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166251 members 
Entering Unmasked Estep 
Score: -19885252.000000 Penalty: 5970.194824
	Iteration 88Q: 3 clusters Score -1.988525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166254 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 89Q: 3 clusters Score -1.988525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 90Q: 3 clusters Score -1.988525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -19885246.000000 Penalty: 5970.194824
	Iteration 91F: 3 clusters Score -1.988525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Entering Unmasked Estep 
Score: -6762889.500000 Penalty: 2716.733887
	Iteration 0F: 2 clusters Score -6762890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -6724561.500000 Penalty: 5433.467773
	Iteration 0F: 3 clusters Score -6724562 nChanged 26632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6739589.000000 Penalty: 5433.467773
	Iteration 1F: 3 clusters Score -6739589 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6740634.000000 Penalty: 5433.467773
	Iteration 2Q: 3 clusters Score -6740634 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -6742349.500000 Penalty: 5433.467773
	Iteration 3F: 3 clusters Score -6742350 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -6744965.000000 Penalty: 5433.467773
	Iteration 4F: 3 clusters Score -6744965 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6748098.500000 Penalty: 5433.467773
	Iteration 5F: 3 clusters Score -6748098 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -6751021.000000 Penalty: 5433.467773
	Iteration 6F: 3 clusters Score -6751021 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -6753094.000000 Penalty: 5433.467773
	Iteration 7F: 3 clusters Score -6753094 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -6754560.500000 Penalty: 5433.467773
	Iteration 8Q: 3 clusters Score -6754560 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -6755813.000000 Penalty: 5433.467773
	Iteration 9Q: 3 clusters Score -6755813 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -6756978.000000 Penalty: 5433.467773
	Iteration 10Q: 3 clusters Score -6756978 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -6757977.000000 Penalty: 5433.467773
	Iteration 11Q: 3 clusters Score -6757977 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -6758808.500000 Penalty: 5433.467773
	Iteration 12Q: 3 clusters Score -6758808 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6759477.500000 Penalty: 5433.467773
	Iteration 13Q: 3 clusters Score -6759478 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -6759944.500000 Penalty: 5433.467773
	Iteration 14Q: 3 clusters Score -6759944 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -6760296.500000 Penalty: 5433.467773
	Iteration 15Q: 3 clusters Score -6760296 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -6760551.500000 Penalty: 5433.467773
	Iteration 16Q: 3 clusters Score -6760552 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6760750.000000 Penalty: 5433.467773
	Iteration 17Q: 3 clusters Score -6760750 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6760883.000000 Penalty: 5433.467773
	Iteration 18Q: 3 clusters Score -6760883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6760964.000000 Penalty: 5433.467773
	Iteration 19Q: 3 clusters Score -6760964 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6761013.000000 Penalty: 5433.467773
	Iteration 20F: 3 clusters Score -6761013 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -6761067.500000 Penalty: 5433.467773
	Iteration 21Q: 3 clusters Score -6761068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6761108.500000 Penalty: 5433.467773
	Iteration 22Q: 3 clusters Score -6761108 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6761148.500000 Penalty: 5433.467773
	Iteration 23Q: 3 clusters Score -6761148 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6761165.000000 Penalty: 5433.467773
	Iteration 24Q: 3 clusters Score -6761165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6761183.000000 Penalty: 5433.467773
	Iteration 25Q: 3 clusters Score -6761183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6761210.000000 Penalty: 5433.467773
	Iteration 26Q: 3 clusters Score -6761210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6761203.000000 Penalty: 5433.467773
	Iteration 27Q: 3 clusters Score -6761203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6761217.500000 Penalty: 5433.467773
	Iteration 28Q: 3 clusters Score -6761218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6761225.500000 Penalty: 5433.467773
	Iteration 29Q: 3 clusters Score -6761226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6761225.000000 Penalty: 5433.467773
	Iteration 30Q: 3 clusters Score -6761225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -6761224.500000 Penalty: 5433.467773
	Iteration 31Q: 3 clusters Score -6761224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6761227.500000 Penalty: 5433.467773
	Iteration 32Q: 3 clusters Score -6761228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6761240.500000 Penalty: 5433.467773
	Iteration 33Q: 3 clusters Score -6761240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6761236.000000 Penalty: 5433.467773
	Iteration 34Q: 3 clusters Score -6761236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6761233.500000 Penalty: 5433.467773
	Iteration 35Q: 3 clusters Score -6761234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6761237.000000 Penalty: 5433.467773
	Iteration 36Q: 3 clusters Score -6761237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6761239.000000 Penalty: 5433.467773
	Iteration 37Q: 3 clusters Score -6761239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6761238.500000 Penalty: 5433.467773
	Iteration 38Q: 3 clusters Score -6761238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6761247.000000 Penalty: 5433.467773
	Iteration 39Q: 3 clusters Score -6761247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6761242.500000 Penalty: 5433.467773
	Iteration 40F: 3 clusters Score -6761242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6761253.000000 Penalty: 5433.467773
	Iteration 41Q: 3 clusters Score -6761253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6761257.000000 Penalty: 5433.467773
	Iteration 42Q: 3 clusters Score -6761257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6761249.500000 Penalty: 5433.467773
	Iteration 43Q: 3 clusters Score -6761250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6761247.500000 Penalty: 5433.467773
	Iteration 44Q: 3 clusters Score -6761248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6761255.500000 Penalty: 5433.467773
	Iteration 45Q: 3 clusters Score -6761256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6761251.500000 Penalty: 5433.467773
	Iteration 46Q: 3 clusters Score -6761252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6761258.000000 Penalty: 5433.467773
	Iteration 47Q: 3 clusters Score -6761258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6761255.000000 Penalty: 5433.467773
	Iteration 48Q: 3 clusters Score -6761255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6761255.500000 Penalty: 5433.467773
	Iteration 49Q: 3 clusters Score -6761256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6761254.000000 Penalty: 5433.467773
	Iteration 50Q: 3 clusters Score -6761254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6761255.000000 Penalty: 5433.467773
	Iteration 51Q: 3 clusters Score -6761255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6761259.000000 Penalty: 5433.467773
	Iteration 52Q: 3 clusters Score -6761259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6761259.500000 Penalty: 5433.467773
	Iteration 53Q: 3 clusters Score -6761260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6761259.500000 Penalty: 5433.467773
	Iteration 54F: 3 clusters Score -6761260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -77953.617188 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -77953.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76299.593750 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -76299.59 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76554.140625 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -76554.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76637.718750 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -76637.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76674.914062 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -76674.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76699.820312 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -76699.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76715.312500 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -76715.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76728.289062 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -76728.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76738.390625 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -76738.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76746.015625 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -76746.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76751.187500 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -76751.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76753.187500 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -76753.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76760.226562 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -76760.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76767.476562 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -76767.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76785.164062 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -76785.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76810.851562 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -76810.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76824.085938 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -76824.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76844.867188 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -76844.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76859.539062 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -76859.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76906.718750 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -76906.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76937.054688 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -76937.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76986.679688 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -76986.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -77025.320312 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -77025.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77061.460938 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -77061.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -77083.390625 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -77083.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77103.804688 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -77103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -77125.835938 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -77125.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -77165.531250 Penalty: 3279.572266
	Iteration 26Q: 3 clusters Score -77165.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -77186.195312 Penalty: 3279.572266
	Iteration 27Q: 3 clusters Score -77186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -77193.179688 Penalty: 3279.572266
	Iteration 28Q: 3 clusters Score -77193.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77196.375000 Penalty: 3279.572266
	Iteration 29Q: 3 clusters Score -77196.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77207.617188 Penalty: 3279.572266
	Iteration 30Q: 3 clusters Score -77207.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77213.054688 Penalty: 3279.572266
	Iteration 31Q: 3 clusters Score -77213.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77214.906250 Penalty: 3279.572266
	Iteration 32Q: 3 clusters Score -77214.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77216.437500 Penalty: 3279.572266
	Iteration 33Q: 3 clusters Score -77216.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77219.015625 Penalty: 3279.572266
	Iteration 34Q: 3 clusters Score -77219.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77228.031250 Penalty: 3279.572266
	Iteration 35F: 3 clusters Score -77228.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77304.070312 Penalty: 3279.572266
	Iteration 36Q: 3 clusters Score -77304.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -77325.109375 Penalty: 3279.572266
	Iteration 37Q: 3 clusters Score -77325.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77340.929688 Penalty: 3279.572266
	Iteration 38Q: 3 clusters Score -77340.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77349.953125 Penalty: 3279.572266
	Iteration 39Q: 3 clusters Score -77349.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77354.367188 Penalty: 3279.572266
	Iteration 40F: 3 clusters Score -77354.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77374.781250 Penalty: 3279.572266
	Iteration 41Q: 3 clusters Score -77374.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77446.781250 Penalty: 3279.572266
	Iteration 42Q: 3 clusters Score -77446.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77487.078125 Penalty: 3279.572266
	Iteration 43Q: 3 clusters Score -77487.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -77532.195312 Penalty: 3279.572266
	Iteration 44Q: 3 clusters Score -77532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77543.914062 Penalty: 3279.572266
	Iteration 45Q: 3 clusters Score -77543.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -77556.148438 Penalty: 3279.572266
	Iteration 46Q: 3 clusters Score -77556.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -77561.562500 Penalty: 3279.572266
	Iteration 47Q: 3 clusters Score -77561.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -77569.648438 Penalty: 3279.572266
	Iteration 48Q: 3 clusters Score -77569.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77591.195312 Penalty: 3279.572266
	Iteration 49Q: 3 clusters Score -77591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77610.257812 Penalty: 3279.572266
	Iteration 50Q: 3 clusters Score -77610.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77614.851562 Penalty: 3279.572266
	Iteration 51Q: 3 clusters Score -77614.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77614.851562 Penalty: 3279.572266
	Iteration 52F: 3 clusters Score -77614.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -748178.312500 Penalty: 2171.540039
	Iteration 0F: 2 clusters Score -748178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -742795.687500 Penalty: 4343.080078
	Iteration 0F: 3 clusters Score -742795.7 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -744196.750000 Penalty: 4343.080078
	Iteration 1F: 3 clusters Score -744196.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -744490.375000 Penalty: 4343.080078
	Iteration 2F: 3 clusters Score -744490.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -744716.625000 Penalty: 4343.080078
	Iteration 3F: 3 clusters Score -744716.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -744944.875000 Penalty: 4343.080078
	Iteration 4Q: 3 clusters Score -744944.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -745224.937500 Penalty: 4343.080078
	Iteration 5F: 3 clusters Score -745224.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -745462.000000 Penalty: 4343.080078
	Iteration 6F: 3 clusters Score -745462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -745680.125000 Penalty: 4343.080078
	Iteration 7Q: 3 clusters Score -745680.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -745891.500000 Penalty: 4343.080078
	Iteration 8Q: 3 clusters Score -745891.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -746074.562500 Penalty: 4343.080078
	Iteration 9Q: 3 clusters Score -746074.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -746225.062500 Penalty: 4343.080078
	Iteration 10Q: 3 clusters Score -746225.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -746334.937500 Penalty: 4343.080078
	Iteration 11Q: 3 clusters Score -746334.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -746448.187500 Penalty: 4343.080078
	Iteration 12Q: 3 clusters Score -746448.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -746549.875000 Penalty: 4343.080078
	Iteration 13Q: 3 clusters Score -746549.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -746617.875000 Penalty: 4343.080078
	Iteration 14Q: 3 clusters Score -746617.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -746672.125000 Penalty: 4343.080078
	Iteration 15Q: 3 clusters Score -746672.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -746703.562500 Penalty: 4343.080078
	Iteration 16Q: 3 clusters Score -746703.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -746728.750000 Penalty: 4343.080078
	Iteration 17Q: 3 clusters Score -746728.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -746746.875000 Penalty: 4343.080078
	Iteration 18Q: 3 clusters Score -746746.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -746760.312500 Penalty: 4343.080078
	Iteration 19Q: 3 clusters Score -746760.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -746766.375000 Penalty: 4343.080078
	Iteration 20F: 3 clusters Score -746766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -746770.250000 Penalty: 4343.080078
	Iteration 21Q: 3 clusters Score -746770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -746773.000000 Penalty: 4343.080078
	Iteration 22Q: 3 clusters Score -746773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -746774.437500 Penalty: 4343.080078
	Iteration 23Q: 3 clusters Score -746774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -746773.750000 Penalty: 4343.080078
	Iteration 24Q: 3 clusters Score -746773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -746777.000000 Penalty: 4343.080078
	Iteration 25Q: 3 clusters Score -746777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -746778.437500 Penalty: 4343.080078
	Iteration 26Q: 3 clusters Score -746778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -746782.250000 Penalty: 4343.080078
	Iteration 27Q: 3 clusters Score -746782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -746784.000000 Penalty: 4343.080078
	Iteration 28Q: 3 clusters Score -746784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -746787.187500 Penalty: 4343.080078
	Iteration 29Q: 3 clusters Score -746787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -746788.312500 Penalty: 4343.080078
	Iteration 30Q: 3 clusters Score -746788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -746790.687500 Penalty: 4343.080078
	Iteration 31Q: 3 clusters Score -746790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -746792.000000 Penalty: 4343.080078
	Iteration 32Q: 3 clusters Score -746792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -746792.562500 Penalty: 4343.080078
	Iteration 33Q: 3 clusters Score -746792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -746793.562500 Penalty: 4343.080078
	Iteration 34Q: 3 clusters Score -746793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -746793.937500 Penalty: 4343.080078
	Iteration 35Q: 3 clusters Score -746793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -746797.125000 Penalty: 4343.080078
	Iteration 36Q: 3 clusters Score -746797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -746798.187500 Penalty: 4343.080078
	Iteration 37Q: 3 clusters Score -746798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -746797.750000 Penalty: 4343.080078
	Iteration 38Q: 3 clusters Score -746797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -746797.750000 Penalty: 4343.080078
	Iteration 39F: 3 clusters Score -746797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Entering Unmasked Estep 
Score: -8969798.000000 Penalty: 2785.113770
	Iteration 0F: 2 clusters Score -8969798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -8918980.000000 Penalty: 5570.227539
	Iteration 0F: 3 clusters Score -8918980 nChanged 35412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -8938801.000000 Penalty: 5570.227539
	Iteration 1F: 3 clusters Score -8938801 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8939485.000000 Penalty: 5570.227539
	Iteration 2Q: 3 clusters Score -8939485 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8940381.000000 Penalty: 5570.227539
	Iteration 3Q: 3 clusters Score -8940381 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -8941408.000000 Penalty: 5570.227539
	Iteration 4Q: 3 clusters Score -8941408 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8942847.000000 Penalty: 5570.227539
	Iteration 5Q: 3 clusters Score -8942847 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8944572.000000 Penalty: 5570.227539
	Iteration 6Q: 3 clusters Score -8944572 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8946780.000000 Penalty: 5570.227539
	Iteration 7Q: 3 clusters Score -8946780 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8949672.000000 Penalty: 5570.227539
	Iteration 8F: 3 clusters Score -8949672 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8952979.000000 Penalty: 5570.227539
	Iteration 9F: 3 clusters Score -8952979 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -8956263.000000 Penalty: 5570.227539
	Iteration 10F: 3 clusters Score -8956263 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8958527.000000 Penalty: 5570.227539
	Iteration 11F: 3 clusters Score -8958527 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8959520.000000 Penalty: 5570.227539
	Iteration 12Q: 3 clusters Score -8959520 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -8959905.000000 Penalty: 5570.227539
	Iteration 13Q: 3 clusters Score -8959905 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8960114.000000 Penalty: 5570.227539
	Iteration 14Q: 3 clusters Score -8960114 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8960307.000000 Penalty: 5570.227539
	Iteration 15Q: 3 clusters Score -8960307 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5570.227539
	Iteration 16Q: 3 clusters Score -8960472 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8960547.000000 Penalty: 5570.227539
	Iteration 17Q: 3 clusters Score -8960547 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8960647.000000 Penalty: 5570.227539
	Iteration 18Q: 3 clusters Score -8960647 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -8960753.000000 Penalty: 5570.227539
	Iteration 19Q: 3 clusters Score -8960753 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8960826.000000 Penalty: 5570.227539
	Iteration 20F: 3 clusters Score -8960826 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -8960867.000000 Penalty: 5570.227539
	Iteration 21Q: 3 clusters Score -8960867 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8960905.000000 Penalty: 5570.227539
	Iteration 22Q: 3 clusters Score -8960905 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8960932.000000 Penalty: 5570.227539
	Iteration 23Q: 3 clusters Score -8960932 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8960960.000000 Penalty: 5570.227539
	Iteration 24Q: 3 clusters Score -8960960 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -8960978.000000 Penalty: 5570.227539
	Iteration 25Q: 3 clusters Score -8960978 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -8961015.000000 Penalty: 5570.227539
	Iteration 26Q: 3 clusters Score -8961015 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8961019.000000 Penalty: 5570.227539
	Iteration 27Q: 3 clusters Score -8961019 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -8961065.000000 Penalty: 5570.227539
	Iteration 28Q: 3 clusters Score -8961065 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8961059 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8961099 nChanged 168
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Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8961102 nChanged 181
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Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8961105 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8961088 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8961093 nChanged 131
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Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8961093 nChanged 127
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Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8961126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -8961138.000000 Penalty: 5570.227539
	Iteration 37Q: 3 clusters Score -8961138 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8961156 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8961150 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8961144 nChanged 127
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Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8961145 nChanged 118
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Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8961141 nChanged 112
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Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8961170 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8961184 nChanged 107
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Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8961219 nChanged 114
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Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8961221 nChanged 122
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Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8961203 nChanged 106
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Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8961224 nChanged 96
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Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8961218 nChanged 78
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Mstep: Class 1 contains 35850 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8961208 nChanged 76
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Mstep: Class 1 contains 35900 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8961188 nChanged 89
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Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -8961197.000000 Penalty: 5570.227539
	Iteration 52Q: 3 clusters Score -8961197 nChanged 82
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Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8961243 nChanged 76
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Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8961224 nChanged 73
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Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8961225 nChanged 63
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Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8961233 nChanged 59
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Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8961241 nChanged 56
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Mstep: Class 1 contains 36320 members 
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	Iteration 58Q: 3 clusters Score -8961230 nChanged 48
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Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 39022 members 
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	Iteration 59Q: 3 clusters Score -8961230 nChanged 35
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Mstep: Class 1 contains 36383 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8961230 nChanged 40
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8961251 nChanged 31
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Mstep: Class 1 contains 36450 members 
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	Iteration 62Q: 3 clusters Score -8961260 nChanged 30
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Mstep: Class 1 contains 36478 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8961271 nChanged 28
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Mstep: Class 1 contains 36504 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8961257 nChanged 40
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Mstep: Class 1 contains 36542 members 
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	Iteration 65Q: 3 clusters Score -8961270 nChanged 33
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Mstep: Class 1 contains 36565 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8961260 nChanged 31
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Mstep: Class 1 contains 36588 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8961266 nChanged 25
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Mstep: Class 1 contains 36609 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8961255 nChanged 25
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Mstep: Class 1 contains 36630 members 
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	Iteration 69Q: 3 clusters Score -8961259 nChanged 28
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Mstep: Class 1 contains 36658 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8961258 nChanged 29
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Mstep: Class 1 contains 36681 members 
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Entering Unmasked Estep 
Score: -8961242.000000 Penalty: 5570.227539
	Iteration 71Q: 3 clusters Score -8961242 nChanged 43
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Mstep: Class 1 contains 36724 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8961245 nChanged 31
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Mstep: Class 1 contains 36751 members 
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Entering Unmasked Estep 
Score: -8961237.000000 Penalty: 5570.227539
	Iteration 73Q: 3 clusters Score -8961237 nChanged 30
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Mstep: Class 1 contains 36777 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8961251 nChanged 29
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Mstep: Class 1 contains 36802 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8961237 nChanged 29
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Mstep: Class 1 contains 36829 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8961235 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36847 members 
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	Iteration 77Q: 3 clusters Score -8961244 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36862 members 
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	Iteration 78Q: 3 clusters Score -8961255 nChanged 17
Entering Unmasked Mstep 
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	Iteration 79Q: 3 clusters Score -8961255 nChanged 12
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Entering Unmasked Estep 
Score: -8961254.000000 Penalty: 5570.227539
	Iteration 80F: 3 clusters Score -8961254 nChanged 10
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	Iteration 81Q: 3 clusters Score -8961246 nChanged 11
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	Iteration 82Q: 3 clusters Score -8961251 nChanged 14
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Entering Unmasked Estep 
Score: -8961240.000000 Penalty: 5570.227539
	Iteration 83Q: 3 clusters Score -8961240 nChanged 18
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Mstep: Class 1 contains 36938 members 
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	Iteration 84Q: 3 clusters Score -8961245 nChanged 24
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	Iteration 85Q: 3 clusters Score -8961255 nChanged 19
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8961253 nChanged 20
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Mstep: Class 1 contains 36995 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8961248 nChanged 19
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8961235 nChanged 18
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8961230 nChanged 20
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8961227 nChanged 22
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Mstep: Class 1 contains 37068 members 
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	Iteration 91Q: 3 clusters Score -8961248 nChanged 14
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Mstep: Class 1 contains 37082 members 
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	Iteration 92Q: 3 clusters Score -8961247 nChanged 18
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	Iteration 93Q: 3 clusters Score -8961236 nChanged 21
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	Iteration 94Q: 3 clusters Score -8961250 nChanged 15
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8961249 nChanged 18
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	Iteration 96Q: 3 clusters Score -8961250 nChanged 14
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8961260 nChanged 7
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	Iteration 98Q: 3 clusters Score -8961266 nChanged 9
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8961254 nChanged 11
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	Iteration 100F: 3 clusters Score -8961250 nChanged 6
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	Iteration 101Q: 3 clusters Score -8961263 nChanged 6
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	Iteration 102Q: 3 clusters Score -8961256 nChanged 10
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	Iteration 103Q: 3 clusters Score -8961268 nChanged 9
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	Iteration 104Q: 3 clusters Score -8961267 nChanged 10
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	Iteration 105Q: 3 clusters Score -8961262 nChanged 14
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	Iteration 106Q: 3 clusters Score -8961260 nChanged 12
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	Iteration 107Q: 3 clusters Score -8961266 nChanged 7
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	Iteration 108Q: 3 clusters Score -8961275 nChanged 9
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	Iteration 109Q: 3 clusters Score -8961273 nChanged 9
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	Iteration 110Q: 3 clusters Score -8961279 nChanged 15
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	Iteration 111Q: 3 clusters Score -8961283 nChanged 16
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	Iteration 112Q: 3 clusters Score -8961283 nChanged 9
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	Iteration 113Q: 3 clusters Score -8961262 nChanged 10
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	Iteration 114Q: 3 clusters Score -8961265 nChanged 10
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	Iteration 115Q: 3 clusters Score -8961268 nChanged 11
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	Iteration 116Q: 3 clusters Score -8961270 nChanged 14
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	Iteration 117Q: 3 clusters Score -8961263 nChanged 14
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	Iteration 118Q: 3 clusters Score -8961262 nChanged 8
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	Iteration 119Q: 3 clusters Score -8961265 nChanged 6
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	Iteration 120F: 3 clusters Score -8961260 nChanged 6
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	Iteration 121Q: 3 clusters Score -8961260 nChanged 10
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8961252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8961258 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8961264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8961269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8961258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8961266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -8961260.000000 Penalty: 5570.227539
	Iteration 128Q: 3 clusters Score -8961260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8961249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8961251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8961251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8961251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -8961248.000000 Penalty: 5570.227539
	Iteration 133Q: 3 clusters Score -8961248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -8961250.000000 Penalty: 5570.227539
	Iteration 134Q: 3 clusters Score -8961250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8961244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8961255 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8961249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -8961253.000000 Penalty: 5570.227539
	Iteration 138Q: 3 clusters Score -8961253 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -8961254.000000 Penalty: 5570.227539
	Iteration 139Q: 3 clusters Score -8961254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -8961256.000000 Penalty: 5570.227539
	Iteration 140F: 3 clusters Score -8961256 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8961254 nChanged 14
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Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -8961246.000000 Penalty: 5570.227539
	Iteration 142Q: 3 clusters Score -8961246 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8961244 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8961260 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37632 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8961256 nChanged 22
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Mstep: Class 1 contains 37650 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8961261 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8961269 nChanged 37
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Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8961263 nChanged 38
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Mstep: Class 1 contains 37750 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8961265 nChanged 35
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Mstep: Class 1 contains 37785 members 
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Entering Unmasked Estep 
Score: -8961259.000000 Penalty: 5570.227539
	Iteration 150Q: 3 clusters Score -8961259 nChanged 42
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Mstep: Class 1 contains 37827 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8961256 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8961268 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8961282 nChanged 44
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Mstep: Class 1 contains 37944 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8961286 nChanged 49
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Mstep: Class 1 contains 37989 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8961285 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38032 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8961267 nChanged 38
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Mstep: Class 1 contains 38070 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8961271 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38115 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8961257 nChanged 45
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8961272 nChanged 54
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Mstep: Class 1 contains 38206 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8961265 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38251 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8961270 nChanged 41
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8961291 nChanged 40
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Mstep: Class 1 contains 38332 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8961299 nChanged 48
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Mstep: Class 1 contains 38380 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8961294 nChanged 51
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Mstep: Class 1 contains 38431 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8961292 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8961288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8961283 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8961279 nChanged 38
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Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8961304 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38630 members 
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	Iteration 170Q: 3 clusters Score -8961285 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38676 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8961278 nChanged 42
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Mstep: Class 1 contains 38716 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8961282 nChanged 44
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	Iteration 173Q: 3 clusters Score -8961268 nChanged 45
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8961277 nChanged 45
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	Iteration 175Q: 3 clusters Score -8961282 nChanged 47
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	Iteration 176Q: 3 clusters Score -8961284 nChanged 48
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	Iteration 177Q: 3 clusters Score -8961288 nChanged 53
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	Iteration 178Q: 3 clusters Score -8961287 nChanged 52
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8961312 nChanged 49
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Entering Unmasked Estep 
Score: -8961319.000000 Penalty: 5570.227539
	Iteration 180F: 3 clusters Score -8961319 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8961327 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8961329 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39250 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8961333 nChanged 70
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8961354 nChanged 65
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Mstep: Class 1 contains 39381 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8961365 nChanged 87
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Mstep: Class 1 contains 39466 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8961378 nChanged 78
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8961375 nChanged 78
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8961387 nChanged 86
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8961393 nChanged 81
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Entering Unmasked Estep 
Score: -8961411.000000 Penalty: 5570.227539
	Iteration 190Q: 3 clusters Score -8961411 nChanged 81
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	Iteration 191Q: 3 clusters Score -8961396 nChanged 83
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	Iteration 192Q: 3 clusters Score -8961386 nChanged 84
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8961406 nChanged 93
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8961418 nChanged 97
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8961426 nChanged 80
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	Iteration 196Q: 3 clusters Score -8961414 nChanged 80
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8961402 nChanged 57
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8961403 nChanged 51
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	Iteration 199Q: 3 clusters Score -8961386 nChanged 56
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	Iteration 200F: 3 clusters Score -8961404 nChanged 56
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	Iteration 201Q: 3 clusters Score -8961396 nChanged 61
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	Iteration 202Q: 3 clusters Score -8961396 nChanged 57
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	Iteration 203Q: 3 clusters Score -8961393 nChanged 56
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	Iteration 204Q: 3 clusters Score -8961403 nChanged 66
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	Iteration 205Q: 3 clusters Score -8961409 nChanged 63
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	Iteration 206Q: 3 clusters Score -8961414 nChanged 80
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	Iteration 207Q: 3 clusters Score -8961407 nChanged 101
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	Iteration 208Q: 3 clusters Score -8961402 nChanged 84
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	Iteration 209Q: 3 clusters Score -8961412 nChanged 88
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8961421 nChanged 95
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	Iteration 211Q: 3 clusters Score -8961433 nChanged 108
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8961440 nChanged 111
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	Iteration 213Q: 3 clusters Score -8961448 nChanged 124
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	Iteration 214Q: 3 clusters Score -8961475 nChanged 137
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	Iteration 215Q: 3 clusters Score -8961458 nChanged 155
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Mstep: Class 1 contains 41969 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8961481 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8961502 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8961505 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8961515 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8961524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8961533 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8961573 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8961601 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8961597 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8961610 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8961630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8961650 nChanged 248
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Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8961674 nChanged 242
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Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8961668 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8961705 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8961699 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8961742 nChanged 337
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Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8961778 nChanged 376
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Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8961828 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8961873 nChanged 400
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Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8961896 nChanged 379
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Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8961913 nChanged 401
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Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8961952 nChanged 423
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Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8962010 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8962062 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8962150 nChanged 481
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8962216 nChanged 522
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Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8962277 nChanged 529
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8962330 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8962412 nChanged 586
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Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8962510 nChanged 621
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Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8962622 nChanged 666
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8962754 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8962931 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8963092 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8963194 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8963326 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8963505 nChanged 666
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Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8963672 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8963794 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8963941 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8964088 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8964220 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8964334 nChanged 633
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8964477 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8964653 nChanged 680
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Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8964844 nChanged 700
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8965033 nChanged 699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8965242 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8965427 nChanged 606
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Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8965626 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8965760 nChanged 528
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Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 9070 members 
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	Iteration 268Q: 3 clusters Score -8965912 nChanged 480
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Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 8590 members 
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	Iteration 269Q: 3 clusters Score -8966055 nChanged 439
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Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 8151 members 
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	Iteration 270Q: 3 clusters Score -8966165 nChanged 458
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Mstep: Class 1 contains 67687 members 
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	Iteration 271Q: 3 clusters Score -8966270 nChanged 440
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Mstep: Class 1 contains 68127 members 
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	Iteration 272Q: 3 clusters Score -8966408 nChanged 433
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Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 6820 members 
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	Iteration 273Q: 3 clusters Score -8966533 nChanged 387
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Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8966617 nChanged 381
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Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8966723 nChanged 345
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Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8966862 nChanged 308
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Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 5399 members 
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	Iteration 277Q: 3 clusters Score -8966920 nChanged 287
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Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 5112 members 
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	Iteration 278Q: 3 clusters Score -8966982 nChanged 223
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Mstep: Class 1 contains 70491 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -8967028 nChanged 252
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Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8967089 nChanged 248
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Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8967148 nChanged 235
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Mstep: Class 1 contains 71226 members 
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8967219 nChanged 240
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Mstep: Class 1 contains 71466 members 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -8967244 nChanged 201
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Mstep: Class 1 contains 71667 members 
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8967290 nChanged 191
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Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8967339 nChanged 145
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Mstep: Class 1 contains 72003 members 
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	Iteration 286Q: 3 clusters Score -8967400 nChanged 142
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Mstep: Class 1 contains 72145 members 
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	Iteration 287Q: 3 clusters Score -8967410 nChanged 123
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Mstep: Class 1 contains 72268 members 
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	Iteration 288Q: 3 clusters Score -8967429 nChanged 115
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Mstep: Class 1 contains 72383 members 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -8967456 nChanged 116
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Mstep: Class 1 contains 72499 members 
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	Iteration 290Q: 3 clusters Score -8967501 nChanged 116
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Mstep: Class 1 contains 72613 members 
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	Iteration 291Q: 3 clusters Score -8967488 nChanged 92
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	Iteration 292Q: 3 clusters Score -8967513 nChanged 77
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	Iteration 293Q: 3 clusters Score -8967544 nChanged 79
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	Iteration 294Q: 3 clusters Score -8967548 nChanged 62
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	Iteration 295Q: 3 clusters Score -8967568 nChanged 38
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	Iteration 296Q: 3 clusters Score -8967573 nChanged 33
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	Iteration 297Q: 3 clusters Score -8967588 nChanged 33
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	Iteration 298Q: 3 clusters Score -8967584 nChanged 36
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	Iteration 299Q: 3 clusters Score -8967608 nChanged 26
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Mstep: Class 1 contains 73087 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -8967610 nChanged 27
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Mstep: Class 1 contains 73114 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -8967626 nChanged 20
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Mstep: Class 1 contains 73130 members 
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	Iteration 302Q: 3 clusters Score -8967624 nChanged 20
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -8967620 nChanged 13
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	Iteration 304Q: 3 clusters Score -8967630 nChanged 19
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	Iteration 305Q: 3 clusters Score -8967630 nChanged 18
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	Iteration 306Q: 3 clusters Score -8967628 nChanged 15
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Mstep: Class 1 contains 73213 members 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -8967625 nChanged 13
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	Iteration 308Q: 3 clusters Score -8967637 nChanged 11
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Entering Unmasked Estep 
Score: -8967642.000000 Penalty: 5570.227539
	Iteration 309Q: 3 clusters Score -8967642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8967622.000000 Penalty: 5570.227539
	Iteration 310Q: 3 clusters Score -8967622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8967629.000000 Penalty: 5570.227539
	Iteration 311Q: 3 clusters Score -8967629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8967624.000000 Penalty: 5570.227539
	Iteration 312Q: 3 clusters Score -8967624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8967631.000000 Penalty: 5570.227539
	Iteration 313Q: 3 clusters Score -8967631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8967632.000000 Penalty: 5570.227539
	Iteration 314Q: 3 clusters Score -8967632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8967630.000000 Penalty: 5570.227539
	Iteration 315Q: 3 clusters Score -8967630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8967630.000000 Penalty: 5570.227539
	Iteration 316Q: 3 clusters Score -8967630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8967636.000000 Penalty: 5570.227539
	Iteration 317Q: 3 clusters Score -8967636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8967639.000000 Penalty: 5570.227539
	Iteration 318Q: 3 clusters Score -8967639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8967637.000000 Penalty: 5570.227539
	Iteration 319Q: 3 clusters Score -8967637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8967639.000000 Penalty: 5570.227539
	Iteration 320F: 3 clusters Score -8967639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8967637.000000 Penalty: 5570.227539
	Iteration 321Q: 3 clusters Score -8967637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8967633.000000 Penalty: 5570.227539
	Iteration 322Q: 3 clusters Score -8967633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8967635.000000 Penalty: 5570.227539
	Iteration 323Q: 3 clusters Score -8967635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8967642.000000 Penalty: 5570.227539
	Iteration 324Q: 3 clusters Score -8967642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8967651.000000 Penalty: 5570.227539
	Iteration 325Q: 3 clusters Score -8967651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8967655.000000 Penalty: 5570.227539
	Iteration 326Q: 3 clusters Score -8967655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8967649.000000 Penalty: 5570.227539
	Iteration 327Q: 3 clusters Score -8967649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8967649.000000 Penalty: 5570.227539
	Iteration 328F: 3 clusters Score -8967649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Entering Unmasked Estep 
Score: -4780754.000000 Penalty: 2640.159668
	Iteration 0F: 2 clusters Score -4780754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -4752341.500000 Penalty: 5280.319336
	Iteration 0F: 3 clusters Score -4752342 nChanged 19155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4763096.500000 Penalty: 5280.319336
	Iteration 1F: 3 clusters Score -4763096 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4763872.000000 Penalty: 5280.319336
	Iteration 2Q: 3 clusters Score -4763872 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4764695.000000 Penalty: 5280.319336
	Iteration 3Q: 3 clusters Score -4764695 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4766043.000000 Penalty: 5280.319336
	Iteration 4F: 3 clusters Score -4766043 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4768353.500000 Penalty: 5280.319336
	Iteration 5F: 3 clusters Score -4768354 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -4771883.500000 Penalty: 5280.319336
	Iteration 6F: 3 clusters Score -4771884 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4775549.000000 Penalty: 5280.319336
	Iteration 7F: 3 clusters Score -4775549 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4777860.500000 Penalty: 5280.319336
	Iteration 8F: 3 clusters Score -4777860 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4779203.000000 Penalty: 5280.319336
	Iteration 9Q: 3 clusters Score -4779203 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4779975.000000 Penalty: 5280.319336
	Iteration 10Q: 3 clusters Score -4779975 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4780473.500000 Penalty: 5280.319336
	Iteration 11Q: 3 clusters Score -4780474 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4780709.500000 Penalty: 5280.319336
	Iteration 12Q: 3 clusters Score -4780710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4780828.500000 Penalty: 5280.319336
	Iteration 13Q: 3 clusters Score -4780828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4780938.000000 Penalty: 5280.319336
	Iteration 14Q: 3 clusters Score -4780938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4780971.500000 Penalty: 5280.319336
	Iteration 15Q: 3 clusters Score -4780972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4780994.500000 Penalty: 5280.319336
	Iteration 16Q: 3 clusters Score -4780994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4781014.500000 Penalty: 5280.319336
	Iteration 17Q: 3 clusters Score -4781014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4781008.500000 Penalty: 5280.319336
	Iteration 18Q: 3 clusters Score -4781008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4781015.000000 Penalty: 5280.319336
	Iteration 19Q: 3 clusters Score -4781015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4781014.500000 Penalty: 5280.319336
	Iteration 20F: 3 clusters Score -4781014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4781023.000000 Penalty: 5280.319336
	Iteration 21Q: 3 clusters Score -4781023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4781023.000000 Penalty: 5280.319336
	Iteration 22Q: 3 clusters Score -4781023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4781025.000000 Penalty: 5280.319336
	Iteration 23Q: 3 clusters Score -4781025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4781029.500000 Penalty: 5280.319336
	Iteration 24Q: 3 clusters Score -4781030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4781029.500000 Penalty: 5280.319336
	Iteration 25F: 3 clusters Score -4781030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 65697 members 
Mstep: Class 3 contains 8841 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 184876 members 
Mstep: Class 6 contains 19279 members 
Mstep: Class 7 contains 3396 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 9 contains 1662 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 14 contains 168836 members 
Mstep: Class 15 contains 57215 members 
Mstep: Class 16 contains 744 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 75380 members 
Mstep: Class 20 contains 40354 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 193814 members 
Entering Unmasked Estep 
Score: -118062432.000000 Penalty: 61757.199219
Splitting cluster 20 changes total score from -118062920.000000 to -118062432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -93244.375000 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -93244.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91426.578125 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -91426.58 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91752.937500 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -91752.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91869.054688 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -91869.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91902.718750 Penalty: 3364.529297
	Iteration 3Q: 3 clusters Score -91902.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91930.656250 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -91930.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91947.203125 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -91947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91961.648438 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -91961.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91977.015625 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -91977.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91985.148438 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -91985.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91988.125000 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -91988.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91992.304688 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -91992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91997.976562 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -91997.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92001.078125 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -92001.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92006.507812 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -92006.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92009.492188 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -92009.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92009.492188 Penalty: 3364.529297
	Iteration 15F: 3 clusters Score -92009.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (193814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Entering Unmasked Estep 
Score: -22791796.000000 Penalty: 3019.314209
	Iteration 0F: 2 clusters Score -2.27918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -22664262.000000 Penalty: 6038.628418
	Iteration 0F: 3 clusters Score -2.266426e+07 nChanged 93512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -22718270.000000 Penalty: 6038.628418
	Iteration 1F: 3 clusters Score -2.271827e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -22718942.000000 Penalty: 6038.628418
	Iteration 2Q: 3 clusters Score -2.271894e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -22719786.000000 Penalty: 6038.628418
	Iteration 3Q: 3 clusters Score -2.271979e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -22721294.000000 Penalty: 6038.628418
	Iteration 4Q: 3 clusters Score -2.272129e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 116327 members 
Entering Unmasked Estep 
Score: -22724150.000000 Penalty: 6038.628418
	Iteration 5Q: 3 clusters Score -2.272415e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -22729978.000000 Penalty: 6038.628418
	Iteration 6F: 3 clusters Score -2.272998e+07 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -22739692.000000 Penalty: 6038.628418
	Iteration 7F: 3 clusters Score -2.273969e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -22754996.000000 Penalty: 6038.628418
	Iteration 8F: 3 clusters Score -2.2755e+07 nChanged 16592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -22771062.000000 Penalty: 6038.628418
	Iteration 9F: 3 clusters Score -2.277106e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -22782028.000000 Penalty: 6038.628418
	Iteration 10F: 3 clusters Score -2.278203e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 191130 members 
Entering Unmasked Estep 
Score: -22786904.000000 Penalty: 6038.628418
	Iteration 11Q: 3 clusters Score -2.27869e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -22788526.000000 Penalty: 6038.628418
	Iteration 12Q: 3 clusters Score -2.278853e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 193426 members 
Entering Unmasked Estep 
Score: -22788908.000000 Penalty: 6038.628418
	Iteration 13Q: 3 clusters Score -2.278891e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193538 members 
Entering Unmasked Estep 
Score: -22789040.000000 Penalty: 6038.628418
	Iteration 14Q: 3 clusters Score -2.278904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193589 members 
Entering Unmasked Estep 
Score: -22789110.000000 Penalty: 6038.628418
	Iteration 15Q: 3 clusters Score -2.278911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -22789156.000000 Penalty: 6038.628418
	Iteration 16Q: 3 clusters Score -2.278916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -22789186.000000 Penalty: 6038.628418
	Iteration 17Q: 3 clusters Score -2.278919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193621 members 
Entering Unmasked Estep 
Score: -22789210.000000 Penalty: 6038.628418
	Iteration 18Q: 3 clusters Score -2.278921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -22789236.000000 Penalty: 6038.628418
	Iteration 19Q: 3 clusters Score -2.278924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 193625 members 
Entering Unmasked Estep 
Score: -22789222.000000 Penalty: 6038.628418
	Iteration 20F: 3 clusters Score -2.278922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193628 members 
Entering Unmasked Estep 
Score: -22789232.000000 Penalty: 6038.628418
	Iteration 21Q: 3 clusters Score -2.278923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -22789240.000000 Penalty: 6038.628418
	Iteration 22Q: 3 clusters Score -2.278924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -22789230.000000 Penalty: 6038.628418
	Iteration 23Q: 3 clusters Score -2.278923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193628 members 
Entering Unmasked Estep 
Score: -22789232.000000 Penalty: 6038.628418
	Iteration 24Q: 3 clusters Score -2.278923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -22789242.000000 Penalty: 6038.628418
	Iteration 25Q: 3 clusters Score -2.278924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193627 members 
Entering Unmasked Estep 
Score: -22789242.000000 Penalty: 6038.628418
	Iteration 26F: 3 clusters Score -2.278924e+07 nChanged 0
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -356590240.000000 Penalty: 62957.992188
24->18 Clusters: Score -356590240.000000, best is -357552736.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1019169 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 42297 members 
Mstep: Class 3 contains 42331 members 
Mstep: Class 4 contains 42540 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 42732 members 
Mstep: Class 7 contains 42288 members 
Mstep: Class 8 contains 42609 members 
Mstep: Class 9 contains 42386 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 11 contains 42512 members 
Mstep: Class 12 contains 42484 members 
Mstep: Class 13 contains 42594 members 
Mstep: Class 14 contains 42261 members 
Mstep: Class 15 contains 42590 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 42018 members 
Mstep: Class 19 contains 42363 members 
Mstep: Class 20 contains 42612 members 
Mstep: Class 21 contains 42748 members 
Mstep: Class 22 contains 42350 members 
Mstep: Class 23 contains 42738 members 
Mstep: Class 24 contains 42304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 801.266113 but Gain 3430.960938
Score: -114190008.000000 Penalty: 78911.976562
Iteration 0F: 24 clusters Score -1.1419e+08 nChanged 971363
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 2 contains 44266 members 
Mstep: Class 3 contains 37428 members 
Mstep: Class 4 contains 44199 members 
Mstep: Class 5 contains 36959 members 
Mstep: Class 6 contains 40082 members 
Mstep: Class 7 contains 64882 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 43748 members 
Mstep: Class 10 contains 56453 members 
Mstep: Class 11 contains 91282 members 
Mstep: Class 12 contains 25023 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 32961 members 
Mstep: Class 15 contains 17602 members 
Mstep: Class 16 contains 39021 members 
Mstep: Class 17 contains 45982 members 
Mstep: Class 18 contains 31757 members 
Mstep: Class 19 contains 30328 members 
Mstep: Class 20 contains 110818 members 
Mstep: Class 21 contains 21853 members 
Mstep: Class 22 contains 20206 members 
Mstep: Class 23 contains 97717 members 
Mstep: Class 24 contains 35810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -116512960.000000 Penalty: 78911.976562
Iteration 1F: 24 clusters Score -1.16513e+08 nChanged 359302
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 54651 members 
Mstep: Class 3 contains 24109 members 
Mstep: Class 4 contains 54019 members 
Mstep: Class 5 contains 32739 members 
Mstep: Class 6 contains 30881 members 
Mstep: Class 7 contains 49884 members 
Mstep: Class 8 contains 23534 members 
Mstep: Class 9 contains 42145 members 
Mstep: Class 10 contains 64505 members 
Mstep: Class 11 contains 88034 members 
Mstep: Class 12 contains 18136 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 26435 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 35103 members 
Mstep: Class 17 contains 49647 members 
Mstep: Class 18 contains 37323 members 
Mstep: Class 19 contains 27863 members 
Mstep: Class 20 contains 175214 members 
Mstep: Class 21 contains 15518 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 105677 members 
Mstep: Class 24 contains 24827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117026328.000000 Penalty: 78911.976562
Iteration 2F: 24 clusters Score -1.170263e+08 nChanged 265948
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 2 contains 55143 members 
Mstep: Class 3 contains 16637 members 
Mstep: Class 4 contains 54018 members 
Mstep: Class 5 contains 24112 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 37230 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 36765 members 
Mstep: Class 10 contains 57922 members 
Mstep: Class 11 contains 82321 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 10142 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 7076 members 
Mstep: Class 16 contains 28316 members 
Mstep: Class 17 contains 45852 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 23069 members 
Mstep: Class 20 contains 274605 members 
Mstep: Class 21 contains 8668 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 116652 members 
Mstep: Class 24 contains 16335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117248720.000000 Penalty: 78911.976562
Iteration 3F: 24 clusters Score -1.172487e+08 nChanged 197688
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 2 contains 52453 members 
Mstep: Class 3 contains 12755 members 
Mstep: Class 4 contains 52876 members 
Mstep: Class 5 contains 16870 members 
Mstep: Class 6 contains 16572 members 
Mstep: Class 7 contains 30291 members 
Mstep: Class 8 contains 10719 members 
Mstep: Class 9 contains 32348 members 
Mstep: Class 10 contains 51807 members 
Mstep: Class 11 contains 75429 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 13009 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 40718 members 
Mstep: Class 18 contains 54527 members 
Mstep: Class 19 contains 18214 members 
Mstep: Class 20 contains 342642 members 
Mstep: Class 21 contains 5024 members 
Mstep: Class 22 contains 8680 members 
Mstep: Class 23 contains 135072 members 
Mstep: Class 24 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2917.421387 but Gain 3430.953125
Score: -117368312.000000 Penalty: 75481.023438
Iteration 4F: 23 clusters Score -1.173683e+08 nChanged 163085
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 2 contains 48360 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 56382 members 
Mstep: Class 5 contains 11709 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 25970 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 28630 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 70126 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 9289 members 
Mstep: Class 16 contains 16470 members 
Mstep: Class 17 contains 35406 members 
Mstep: Class 18 contains 60591 members 
Mstep: Class 19 contains 13714 members 
Mstep: Class 20 contains 380517 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 161696 members 
Mstep: Class 24 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2067.728027 but Gain 3430.953125
Score: -117406320.000000 Penalty: 72050.070312
Iteration 5F: 22 clusters Score -1.174063e+08 nChanged 140788
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 2 contains 46488 members 
Mstep: Class 3 contains 11208 members 
Mstep: Class 4 contains 66781 members 
Mstep: Class 5 contains 9013 members 
Mstep: Class 6 contains 9665 members 
Mstep: Class 7 contains 21673 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 26380 members 
Mstep: Class 10 contains 41865 members 
Mstep: Class 11 contains 71686 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 7666 members 
Mstep: Class 16 contains 12689 members 
Mstep: Class 17 contains 30779 members 
Mstep: Class 18 contains 64064 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 359425 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 209955 members 
Mstep: Class 24 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1292.486450 but Gain 3430.960938
Score: -117553504.000000 Penalty: 68619.109375
Iteration 6F: 21 clusters Score -1.175535e+08 nChanged 127545
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 10107 members 
Mstep: Class 4 contains 79634 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 6856 members 
Mstep: Class 7 contains 18011 members 
Mstep: Class 8 contains 2104 members 
Mstep: Class 9 contains 23149 members 
Mstep: Class 10 contains 35552 members 
Mstep: Class 11 contains 71846 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 6385 members 
Mstep: Class 16 contains 9077 members 
Mstep: Class 17 contains 24596 members 
Mstep: Class 18 contains 64487 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 323548 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 274786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1392.171387 but Gain 3430.953125
Score: -117686336.000000 Penalty: 65188.156250
Iteration 7F: 20 clusters Score -1.176863e+08 nChanged 115700
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 2 contains 37447 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 94896 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 15215 members 
Mstep: Class 9 contains 19702 members 
Mstep: Class 10 contains 30613 members 
Mstep: Class 11 contains 71421 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 5490 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 18771 members 
Mstep: Class 18 contains 63721 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 293570 members 
Mstep: Class 21 contains 1008 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 327024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1816.363525 but Gain 3430.957031
Score: -117751632.000000 Penalty: 61757.199219
Iteration 8F: 19 clusters Score -1.177516e+08 nChanged 122831
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 2 contains 33702 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 111860 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 9 contains 16606 members 
Mstep: Class 10 contains 27717 members 
Mstep: Class 11 contains 70585 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 16 contains 4516 members 
Mstep: Class 17 contains 13455 members 
Mstep: Class 18 contains 62578 members 
Mstep: Class 19 contains 11550 members 
Mstep: Class 20 contains 253815 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 379538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3373.586426 but Gain 3430.953125
Score: -117694504.000000 Penalty: 58326.246094
Iteration 9F: 18 clusters Score -1.176945e+08 nChanged 100152
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 34235 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 132463 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 10744 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 28512 members 
Mstep: Class 11 contains 75108 members 
Mstep: Class 14 contains 5368 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 10348 members 
Mstep: Class 18 contains 63605 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 253881 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 23 contains 361572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117765568.000000 Penalty: 58326.246094
Iteration 10F: 18 clusters Score -1.177656e+08 nChanged 63323
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 35421 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 151221 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 8882 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 29117 members 
Mstep: Class 11 contains 75541 members 
Mstep: Class 14 contains 5488 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 7875 members 
Mstep: Class 18 contains 63837 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 252038 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 23 contains 348209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3336.725342 but Gain 3430.957031
Score: -117817032.000000 Penalty: 54895.289062
Iteration 11F: 17 clusters Score -1.17817e+08 nChanged 53390
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 37572 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 168507 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 7 contains 7452 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 75818 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 63646 members 
Mstep: Class 19 contains 16172 members 
Mstep: Class 20 contains 248249 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 23 contains 339204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117854352.000000 Penalty: 54895.289062
Iteration 12F: 17 clusters Score -1.178544e+08 nChanged 44290
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 183475 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 7 contains 6347 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 29518 members 
Mstep: Class 11 contains 75171 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 4920 members 
Mstep: Class 18 contains 63242 members 
Mstep: Class 19 contains 17611 members 
Mstep: Class 20 contains 242067 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 23 contains 331294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117880512.000000 Penalty: 54895.289062
Iteration 13Q: 17 clusters Score -1.178805e+08 nChanged 38303
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 860 members 
Mstep: Class 4 contains 195535 members 
Mstep: Class 5 contains 2730 members 
Mstep: Class 7 contains 5871 members 
Mstep: Class 9 contains 9512 members 
Mstep: Class 10 contains 29295 members 
Mstep: Class 11 contains 74387 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 4078 members 
Mstep: Class 18 contains 62792 members 
Mstep: Class 19 contains 18974 members 
Mstep: Class 20 contains 235372 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 23 contains 325564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117895088.000000 Penalty: 54895.289062
Iteration 14Q: 17 clusters Score -1.178951e+08 nChanged 31891
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 48012 members 
Mstep: Class 3 contains 794 members 
Mstep: Class 4 contains 204030 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 9 contains 8306 members 
Mstep: Class 10 contains 29191 members 
Mstep: Class 11 contains 73579 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 62333 members 
Mstep: Class 19 contains 20353 members 
Mstep: Class 20 contains 229384 members 
Mstep: Class 21 contains 967 members 
Mstep: Class 23 contains 321451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117903328.000000 Penalty: 54895.289062
Iteration 15Q: 17 clusters Score -1.179033e+08 nChanged 26341
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 51707 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 209591 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 29129 members 
Mstep: Class 11 contains 72915 members 
Mstep: Class 14 contains 5155 members 
Mstep: Class 16 contains 3947 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 62018 members 
Mstep: Class 19 contains 21788 members 
Mstep: Class 20 contains 224829 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 23 contains 317781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117911056.000000 Penalty: 54895.289062
Iteration 16Q: 17 clusters Score -1.179111e+08 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 55162 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 213012 members 
Mstep: Class 5 contains 2649 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 10 contains 29095 members 
Mstep: Class 11 contains 72351 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 61768 members 
Mstep: Class 19 contains 23241 members 
Mstep: Class 20 contains 221182 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 23 contains 314910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3415.417236 but Gain 3430.953125
Score: -117917856.000000 Penalty: 51464.335938
Iteration 17Q: 16 clusters Score -1.179179e+08 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 58334 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 215683 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 29106 members 
Mstep: Class 11 contains 72256 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 16 contains 4351 members 
Mstep: Class 18 contains 61562 members 
Mstep: Class 19 contains 24845 members 
Mstep: Class 20 contains 218603 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 23 contains 313637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117925616.000000 Penalty: 51464.335938
Iteration 18Q: 16 clusters Score -1.179256e+08 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 61274 members 
Mstep: Class 3 contains 748 members 
Mstep: Class 4 contains 216942 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 9 contains 5746 members 
Mstep: Class 10 contains 29141 members 
Mstep: Class 11 contains 71780 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4588 members 
Mstep: Class 18 contains 61411 members 
Mstep: Class 19 contains 26519 members 
Mstep: Class 20 contains 216669 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 23 contains 310526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117931160.000000 Penalty: 51464.335938
Iteration 19Q: 16 clusters Score -1.179312e+08 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 63935 members 
Mstep: Class 3 contains 742 members 
Mstep: Class 4 contains 217445 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 71331 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 18 contains 61267 members 
Mstep: Class 19 contains 28088 members 
Mstep: Class 20 contains 214789 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 23 contains 308098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117936712.000000 Penalty: 51464.335938
Iteration 20F: 16 clusters Score -1.179367e+08 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 66434 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 217578 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 29257 members 
Mstep: Class 11 contains 70884 members 
Mstep: Class 14 contains 5555 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 18 contains 61124 members 
Mstep: Class 19 contains 29635 members 
Mstep: Class 20 contains 213686 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 23 contains 305143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117940688.000000 Penalty: 51464.335938
Iteration 21Q: 16 clusters Score -1.179407e+08 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 68748 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 217421 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 29338 members 
Mstep: Class 11 contains 70442 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 18 contains 61013 members 
Mstep: Class 19 contains 31156 members 
Mstep: Class 20 contains 212748 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 302323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117944600.000000 Penalty: 51464.335938
Iteration 22Q: 16 clusters Score -1.179446e+08 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 70801 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 217178 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 69999 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 16 contains 5936 members 
Mstep: Class 18 contains 60897 members 
Mstep: Class 19 contains 32620 members 
Mstep: Class 20 contains 211802 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 299568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117948488.000000 Penalty: 51464.335938
Iteration 23Q: 16 clusters Score -1.179485e+08 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 72704 members 
Mstep: Class 3 contains 689 members 
Mstep: Class 4 contains 216858 members 
Mstep: Class 5 contains 4306 members 
Mstep: Class 7 contains 4183 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 10 contains 29357 members 
Mstep: Class 11 contains 69535 members 
Mstep: Class 14 contains 6673 members 
Mstep: Class 16 contains 6503 members 
Mstep: Class 18 contains 60792 members 
Mstep: Class 19 contains 34076 members 
Mstep: Class 20 contains 210981 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 296732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117952040.000000 Penalty: 51464.335938
Iteration 24Q: 16 clusters Score -1.17952e+08 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 74480 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 216504 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 29315 members 
Mstep: Class 11 contains 69048 members 
Mstep: Class 14 contains 7088 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 18 contains 60700 members 
Mstep: Class 19 contains 35435 members 
Mstep: Class 20 contains 210262 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 293830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117955032.000000 Penalty: 51464.335938
Iteration 25Q: 16 clusters Score -1.17955e+08 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 76198 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 216094 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 29261 members 
Mstep: Class 11 contains 68529 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 16 contains 8059 members 
Mstep: Class 18 contains 60624 members 
Mstep: Class 19 contains 36709 members 
Mstep: Class 20 contains 209516 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 291005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117958152.000000 Penalty: 51464.335938
Iteration 26Q: 16 clusters Score -1.179582e+08 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 77823 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 215795 members 
Mstep: Class 5 contains 5865 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 68025 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 18 contains 60540 members 
Mstep: Class 19 contains 37875 members 
Mstep: Class 20 contains 209047 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 23 contains 287794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117961784.000000 Penalty: 51464.335938
Iteration 27Q: 16 clusters Score -1.179618e+08 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 79445 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 215515 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 29118 members 
Mstep: Class 11 contains 67533 members 
Mstep: Class 14 contains 8250 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 18 contains 60460 members 
Mstep: Class 19 contains 38988 members 
Mstep: Class 20 contains 208763 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 284302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117965232.000000 Penalty: 51464.335938
Iteration 28Q: 16 clusters Score -1.179652e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 80920 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 29018 members 
Mstep: Class 11 contains 67000 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 18 contains 60393 members 
Mstep: Class 19 contains 39987 members 
Mstep: Class 20 contains 208406 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 281055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117967552.000000 Penalty: 51464.335938
Iteration 29Q: 16 clusters Score -1.179676e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 82309 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 215009 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 28950 members 
Mstep: Class 11 contains 66455 members 
Mstep: Class 14 contains 8997 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 18 contains 60319 members 
Mstep: Class 19 contains 41006 members 
Mstep: Class 20 contains 208217 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 277709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117969552.000000 Penalty: 51464.335938
Iteration 30Q: 16 clusters Score -1.179696e+08 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 83643 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 214729 members 
Mstep: Class 5 contains 8028 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 28858 members 
Mstep: Class 11 contains 65933 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 16 contains 13941 members 
Mstep: Class 18 contains 60249 members 
Mstep: Class 19 contains 41968 members 
Mstep: Class 20 contains 208078 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 274451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117971440.000000 Penalty: 51464.335938
Iteration 31Q: 16 clusters Score -1.179714e+08 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 84999 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 214558 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 28805 members 
Mstep: Class 11 contains 65434 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 18 contains 60224 members 
Mstep: Class 19 contains 42838 members 
Mstep: Class 20 contains 208149 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 270833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117973496.000000 Penalty: 51464.335938
Iteration 32Q: 16 clusters Score -1.179735e+08 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 86410 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 214396 members 
Mstep: Class 5 contains 9061 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 28733 members 
Mstep: Class 11 contains 64914 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 16 contains 16538 members 
Mstep: Class 18 contains 60198 members 
Mstep: Class 19 contains 43716 members 
Mstep: Class 20 contains 208317 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 267113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117974864.000000 Penalty: 51464.335938
Iteration 33Q: 16 clusters Score -1.179749e+08 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 87814 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 214136 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 28685 members 
Mstep: Class 11 contains 64384 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 16 contains 17890 members 
Mstep: Class 18 contains 60169 members 
Mstep: Class 19 contains 44582 members 
Mstep: Class 20 contains 208507 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 263530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117976904.000000 Penalty: 51464.335938
Iteration 34Q: 16 clusters Score -1.179769e+08 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 89215 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 213757 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 28667 members 
Mstep: Class 11 contains 63824 members 
Mstep: Class 14 contains 10355 members 
Mstep: Class 16 contains 19201 members 
Mstep: Class 18 contains 60154 members 
Mstep: Class 19 contains 45419 members 
Mstep: Class 20 contains 208608 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 260265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117978568.000000 Penalty: 51464.335938
Iteration 35Q: 16 clusters Score -1.179786e+08 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 90611 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 213319 members 
Mstep: Class 5 contains 10252 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 28616 members 
Mstep: Class 11 contains 63256 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 16 contains 20457 members 
Mstep: Class 18 contains 60120 members 
Mstep: Class 19 contains 46214 members 
Mstep: Class 20 contains 208543 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 257466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117979936.000000 Penalty: 51464.335938
Iteration 36Q: 16 clusters Score -1.179799e+08 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 92032 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 212821 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 9 contains 4307 members 
Mstep: Class 10 contains 28590 members 
Mstep: Class 11 contains 62648 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 16 contains 21704 members 
Mstep: Class 18 contains 60068 members 
Mstep: Class 19 contains 46974 members 
Mstep: Class 20 contains 208444 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 254867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117980944.000000 Penalty: 51464.335938
Iteration 37Q: 16 clusters Score -1.179809e+08 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 93358 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 212340 members 
Mstep: Class 5 contains 10780 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 9 contains 4277 members 
Mstep: Class 10 contains 28571 members 
Mstep: Class 11 contains 62031 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 16 contains 22903 members 
Mstep: Class 18 contains 60031 members 
Mstep: Class 19 contains 47740 members 
Mstep: Class 20 contains 208208 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 252622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117982232.000000 Penalty: 51464.335938
Iteration 38Q: 16 clusters Score -1.179822e+08 nChanged 6666
Entering ConstructFrom: 
Score: -117982232.000000 Penalty: 51464.335938
Entering ConstructFrom: 
Trying to split cluster 2 (94613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Entering Unmasked Estep 
Score: -11218293.000000 Penalty: 2841.472412
	Iteration 0F: 2 clusters Score -1.121829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -11154820.000000 Penalty: 5682.944824
	Iteration 0F: 3 clusters Score -1.115482e+07 nChanged 44621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -11179927.000000 Penalty: 5682.944824
	Iteration 1F: 3 clusters Score -1.117993e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -11180506.000000 Penalty: 5682.944824
	Iteration 2Q: 3 clusters Score -1.118051e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -11181178.000000 Penalty: 5682.944824
	Iteration 3Q: 3 clusters Score -1.118118e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -11182050.000000 Penalty: 5682.944824
	Iteration 4Q: 3 clusters Score -1.118205e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -11183335.000000 Penalty: 5682.944824
	Iteration 5Q: 3 clusters Score -1.118334e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -11185470.000000 Penalty: 5682.944824
	Iteration 6Q: 3 clusters Score -1.118547e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65978 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -11189375.000000 Penalty: 5682.944824
	Iteration 7F: 3 clusters Score -1.118938e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -11195961.000000 Penalty: 5682.944824
	Iteration 8F: 3 clusters Score -1.119596e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -11203847.000000 Penalty: 5682.944824
	Iteration 9F: 3 clusters Score -1.120385e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -11210416.000000 Penalty: 5682.944824
	Iteration 10F: 3 clusters Score -1.121042e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11213780.000000 Penalty: 5682.944824
	Iteration 11Q: 3 clusters Score -1.121378e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11215029.000000 Penalty: 5682.944824
	Iteration 12Q: 3 clusters Score -1.121503e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11215440.000000 Penalty: 5682.944824
	Iteration 13Q: 3 clusters Score -1.121544e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11215575.000000 Penalty: 5682.944824
	Iteration 14Q: 3 clusters Score -1.121558e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11215644.000000 Penalty: 5682.944824
	Iteration 15Q: 3 clusters Score -1.121564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11215696.000000 Penalty: 5682.944824
	Iteration 16Q: 3 clusters Score -1.12157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94378 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11215705.000000 Penalty: 5682.944824
	Iteration 17Q: 3 clusters Score -1.12157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11215718.000000 Penalty: 5682.944824
	Iteration 18Q: 3 clusters Score -1.121572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11215715.000000 Penalty: 5682.944824
	Iteration 19Q: 3 clusters Score -1.121572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11215733.000000 Penalty: 5682.944824
	Iteration 20F: 3 clusters Score -1.121573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11215737.000000 Penalty: 5682.944824
	Iteration 21Q: 3 clusters Score -1.121574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11215737.000000 Penalty: 5682.944824
	Iteration 22F: 3 clusters Score -1.121574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -71653.242188 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -71653.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70069.070312 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -70069.07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70319.484375 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -70319.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70407.281250 Penalty: 3229.088135
	Iteration 2Q: 3 clusters Score -70407.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70491.367188 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -70491.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70544.750000 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -70544.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70565.476562 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -70565.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70589.664062 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -70589.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70612.343750 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -70612.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -70630.703125 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -70630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70640.070312 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -70640.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70657.804688 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -70657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70666.523438 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -70666.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70679.953125 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -70679.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70697.906250 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -70697.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70707.593750 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -70707.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70711.625000 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -70711.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70714.414062 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -70714.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70718.046875 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -70718.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70721.328125 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -70721.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70724.593750 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -70724.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70729.156250 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -70729.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -70733.078125 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -70733.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70736.257812 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -70736.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70737.914062 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -70737.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70742.601562 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -70742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70750.507812 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -70750.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70763.835938 Penalty: 3229.088135
	Iteration 26Q: 3 clusters Score -70763.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70769.054688 Penalty: 3229.088135
	Iteration 27Q: 3 clusters Score -70769.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70774.625000 Penalty: 3229.088135
	Iteration 28Q: 3 clusters Score -70774.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70781.710938 Penalty: 3229.088135
	Iteration 29Q: 3 clusters Score -70781.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70786.015625 Penalty: 3229.088135
	Iteration 30Q: 3 clusters Score -70786.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70799.210938 Penalty: 3229.088135
	Iteration 31Q: 3 clusters Score -70799.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70811.867188 Penalty: 3229.088135
	Iteration 32Q: 3 clusters Score -70811.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70821.242188 Penalty: 3229.088135
	Iteration 33Q: 3 clusters Score -70821.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70823.812500 Penalty: 3229.088135
	Iteration 34Q: 3 clusters Score -70823.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70823.812500 Penalty: 3229.088135
	Iteration 35F: 3 clusters Score -70823.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (211830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211830 members 
Entering Unmasked Estep 
Score: -25092396.000000 Penalty: 3041.357666
	Iteration 0F: 2 clusters Score -2.50924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -24977208.000000 Penalty: 6082.715332
	Iteration 0F: 3 clusters Score -2.497721e+07 nChanged 101911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116743 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -25037810.000000 Penalty: 6082.715332
	Iteration 1F: 3 clusters Score -2.503781e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122966 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -25040224.000000 Penalty: 6082.715332
	Iteration 2Q: 3 clusters Score -2.504022e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -25044722.000000 Penalty: 6082.715332
	Iteration 3Q: 3 clusters Score -2.504472e+07 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146761 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -25053314.000000 Penalty: 6082.715332
	Iteration 4F: 3 clusters Score -2.505331e+07 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -25066402.000000 Penalty: 6082.715332
	Iteration 5F: 3 clusters Score -2.50664e+07 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -25078566.000000 Penalty: 6082.715332
	Iteration 6F: 3 clusters Score -2.507857e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201353 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -25084884.000000 Penalty: 6082.715332
	Iteration 7F: 3 clusters Score -2.508488e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208451 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -25087520.000000 Penalty: 6082.715332
	Iteration 8Q: 3 clusters Score -2.508752e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210680 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25088950.000000 Penalty: 6082.715332
	Iteration 9Q: 3 clusters Score -2.508895e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -25089478.000000 Penalty: 6082.715332
	Iteration 10Q: 3 clusters Score -2.508948e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211441 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25089658.000000 Penalty: 6082.715332
	Iteration 11Q: 3 clusters Score -2.508966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211495 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -25089700.000000 Penalty: 6082.715332
	Iteration 12Q: 3 clusters Score -2.50897e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25089740.000000 Penalty: 6082.715332
	Iteration 13Q: 3 clusters Score -2.508974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25089774.000000 Penalty: 6082.715332
	Iteration 14Q: 3 clusters Score -2.508977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211537 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25089776.000000 Penalty: 6082.715332
	Iteration 15Q: 3 clusters Score -2.508978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211537 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25089788.000000 Penalty: 6082.715332
	Iteration 16Q: 3 clusters Score -2.508979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211539 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25089778.000000 Penalty: 6082.715332
	Iteration 17Q: 3 clusters Score -2.508978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211543 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25089770.000000 Penalty: 6082.715332
	Iteration 18Q: 3 clusters Score -2.508977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211542 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25089774.000000 Penalty: 6082.715332
	Iteration 19Q: 3 clusters Score -2.508977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211543 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25089780.000000 Penalty: 6082.715332
	Iteration 20F: 3 clusters Score -2.508978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1328201.625000 Penalty: 2307.237061
	Iteration 0F: 2 clusters Score -1328202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1319866.625000 Penalty: 4614.474121
	Iteration 0F: 3 clusters Score -1319867 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1322303.750000 Penalty: 4614.474121
	Iteration 1F: 3 clusters Score -1322304 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1322574.000000 Penalty: 4614.474121
	Iteration 2F: 3 clusters Score -1322574 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1322773.750000 Penalty: 4614.474121
	Iteration 3Q: 3 clusters Score -1322774 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1322920.625000 Penalty: 4614.474121
	Iteration 4Q: 3 clusters Score -1322921 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1323057.125000 Penalty: 4614.474121
	Iteration 5Q: 3 clusters Score -1323057 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1323188.250000 Penalty: 4614.474121
	Iteration 6Q: 3 clusters Score -1323188 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1323298.750000 Penalty: 4614.474121
	Iteration 7Q: 3 clusters Score -1323299 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1323400.500000 Penalty: 4614.474121
	Iteration 8Q: 3 clusters Score -1323400 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1323530.250000 Penalty: 4614.474121
	Iteration 9Q: 3 clusters Score -1323530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1323687.250000 Penalty: 4614.474121
	Iteration 10Q: 3 clusters Score -1323687 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1323844.875000 Penalty: 4614.474121
	Iteration 11Q: 3 clusters Score -1323845 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1324022.875000 Penalty: 4614.474121
	Iteration 12Q: 3 clusters Score -1324023 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1324231.375000 Penalty: 4614.474121
	Iteration 13Q: 3 clusters Score -1324231 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1324504.000000 Penalty: 4614.474121
	Iteration 14Q: 3 clusters Score -1324504 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1324780.250000 Penalty: 4614.474121
	Iteration 15Q: 3 clusters Score -1324780 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1325037.750000 Penalty: 4614.474121
	Iteration 16Q: 3 clusters Score -1325038 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1325272.625000 Penalty: 4614.474121
	Iteration 17Q: 3 clusters Score -1325273 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1325448.875000 Penalty: 4614.474121
	Iteration 18Q: 3 clusters Score -1325449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1325552.625000 Penalty: 4614.474121
	Iteration 19Q: 3 clusters Score -1325553 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1325634.250000 Penalty: 4614.474121
	Iteration 20F: 3 clusters Score -1325634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1325698.500000 Penalty: 4614.474121
	Iteration 21Q: 3 clusters Score -1325698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1325750.125000 Penalty: 4614.474121
	Iteration 22Q: 3 clusters Score -1325750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1325790.125000 Penalty: 4614.474121
	Iteration 23Q: 3 clusters Score -1325790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1325824.875000 Penalty: 4614.474121
	Iteration 24Q: 3 clusters Score -1325825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1325854.000000 Penalty: 4614.474121
	Iteration 25Q: 3 clusters Score -1325854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1325884.375000 Penalty: 4614.474121
	Iteration 26Q: 3 clusters Score -1325884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1325914.125000 Penalty: 4614.474121
	Iteration 27Q: 3 clusters Score -1325914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1325932.000000 Penalty: 4614.474121
	Iteration 28Q: 3 clusters Score -1325932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1325952.500000 Penalty: 4614.474121
	Iteration 29Q: 3 clusters Score -1325952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1325976.625000 Penalty: 4614.474121
	Iteration 30Q: 3 clusters Score -1325977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1325995.125000 Penalty: 4614.474121
	Iteration 31Q: 3 clusters Score -1325995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1326016.000000 Penalty: 4614.474121
	Iteration 32Q: 3 clusters Score -1326016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1326024.625000 Penalty: 4614.474121
	Iteration 33Q: 3 clusters Score -1326025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1326034.375000 Penalty: 4614.474121
	Iteration 34Q: 3 clusters Score -1326034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1326043.375000 Penalty: 4614.474121
	Iteration 35Q: 3 clusters Score -1326043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1326053.875000 Penalty: 4614.474121
	Iteration 36Q: 3 clusters Score -1326054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1326058.000000 Penalty: 4614.474121
	Iteration 37Q: 3 clusters Score -1326058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1326069.250000 Penalty: 4614.474121
	Iteration 38Q: 3 clusters Score -1326069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1326085.250000 Penalty: 4614.474121
	Iteration 39Q: 3 clusters Score -1326085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1326097.000000 Penalty: 4614.474121
	Iteration 40F: 3 clusters Score -1326097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1326105.500000 Penalty: 4614.474121
	Iteration 41Q: 3 clusters Score -1326106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1326105.125000 Penalty: 4614.474121
	Iteration 42Q: 3 clusters Score -1326105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1326109.875000 Penalty: 4614.474121
	Iteration 43Q: 3 clusters Score -1326110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1326113.125000 Penalty: 4614.474121
	Iteration 44Q: 3 clusters Score -1326113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1326115.375000 Penalty: 4614.474121
	Iteration 45Q: 3 clusters Score -1326115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1326115.125000 Penalty: 4614.474121
	Iteration 46Q: 3 clusters Score -1326115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1326118.375000 Penalty: 4614.474121
	Iteration 47Q: 3 clusters Score -1326118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1326117.625000 Penalty: 4614.474121
	Iteration 48Q: 3 clusters Score -1326118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1326118.625000 Penalty: 4614.474121
	Iteration 49Q: 3 clusters Score -1326119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1326122.000000 Penalty: 4614.474121
	Iteration 50Q: 3 clusters Score -1326122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1326124.875000 Penalty: 4614.474121
	Iteration 51Q: 3 clusters Score -1326125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1326125.625000 Penalty: 4614.474121
	Iteration 52Q: 3 clusters Score -1326126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1326126.750000 Penalty: 4614.474121
	Iteration 53Q: 3 clusters Score -1326127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1326127.250000 Penalty: 4614.474121
	Iteration 54Q: 3 clusters Score -1326127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1326128.625000 Penalty: 4614.474121
	Iteration 55Q: 3 clusters Score -1326129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1326129.875000 Penalty: 4614.474121
	Iteration 56Q: 3 clusters Score -1326130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1326130.500000 Penalty: 4614.474121
	Iteration 57Q: 3 clusters Score -1326130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1326130.375000 Penalty: 4614.474121
	Iteration 58Q: 3 clusters Score -1326130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1326133.750000 Penalty: 4614.474121
	Iteration 59Q: 3 clusters Score -1326134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1326133.750000 Penalty: 4614.474121
	Iteration 60F: 3 clusters Score -1326134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Entering Unmasked Estep 
Score: -426427.562500 Penalty: 2040.720337
	Iteration 0F: 2 clusters Score -426427.6 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 1856 members 
Entering Unmasked Estep 
Score: -422705.156250 Penalty: 4081.440674
	Iteration 0F: 3 clusters Score -422705.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -423594.718750 Penalty: 4081.440674
	Iteration 1F: 3 clusters Score -423594.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -423818.812500 Penalty: 4081.440674
	Iteration 2F: 3 clusters Score -423818.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -424028.500000 Penalty: 4081.440674
	Iteration 3F: 3 clusters Score -424028.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -424310.968750 Penalty: 4081.440674
	Iteration 4F: 3 clusters Score -424311 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -424843.625000 Penalty: 4081.440674
	Iteration 5F: 3 clusters Score -424843.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -425555.812500 Penalty: 4081.440674
	Iteration 6F: 3 clusters Score -425555.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -426130.000000 Penalty: 4081.440674
	Iteration 7F: 3 clusters Score -426130 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -426493.250000 Penalty: 4081.440674
	Iteration 8F: 3 clusters Score -426493.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -426703.281250 Penalty: 4081.440674
	Iteration 9Q: 3 clusters Score -426703.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -426824.781250 Penalty: 4081.440674
	Iteration 10Q: 3 clusters Score -426824.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -426886.343750 Penalty: 4081.440674
	Iteration 11Q: 3 clusters Score -426886.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -426909.406250 Penalty: 4081.440674
	Iteration 12Q: 3 clusters Score -426909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -426921.875000 Penalty: 4081.440674
	Iteration 13Q: 3 clusters Score -426921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -426930.625000 Penalty: 4081.440674
	Iteration 14Q: 3 clusters Score -426930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -426939.062500 Penalty: 4081.440674
	Iteration 15Q: 3 clusters Score -426939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -426942.781250 Penalty: 4081.440674
	Iteration 16Q: 3 clusters Score -426942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -426945.750000 Penalty: 4081.440674
	Iteration 17Q: 3 clusters Score -426945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -426947.875000 Penalty: 4081.440674
	Iteration 18Q: 3 clusters Score -426947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -426947.875000 Penalty: 4081.440674
	Iteration 19F: 3 clusters Score -426947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 94613 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 211830 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 28577 members 
Mstep: Class 11 contains 61443 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 18 contains 59987 members 
Mstep: Class 19 contains 48520 members 
Mstep: Class 20 contains 207780 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 250772 members 
Entering Unmasked Estep 
Score: -117981664.000000 Penalty: 54895.289062
Splitting cluster 7 changes total score from -117982232.000000 to -117981664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -523939.500000 Penalty: 2071.725830
	Iteration 0F: 2 clusters Score -523939.5 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 2101 members 
Entering Unmasked Estep 
Score: -519928.750000 Penalty: 4143.451660
	Iteration 0F: 3 clusters Score -519928.8 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -520793.125000 Penalty: 4143.451660
	Iteration 1F: 3 clusters Score -520793.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -520945.843750 Penalty: 4143.451660
	Iteration 2F: 3 clusters Score -520945.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -521037.187500 Penalty: 4143.451660
	Iteration 3Q: 3 clusters Score -521037.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521096.406250 Penalty: 4143.451660
	Iteration 4Q: 3 clusters Score -521096.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -521138.656250 Penalty: 4143.451660
	Iteration 5Q: 3 clusters Score -521138.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -521166.093750 Penalty: 4143.451660
	Iteration 6Q: 3 clusters Score -521166.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -521179.437500 Penalty: 4143.451660
	Iteration 7Q: 3 clusters Score -521179.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -521189.843750 Penalty: 4143.451660
	Iteration 8Q: 3 clusters Score -521189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -521197.406250 Penalty: 4143.451660
	Iteration 9Q: 3 clusters Score -521197.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -521207.593750 Penalty: 4143.451660
	Iteration 10Q: 3 clusters Score -521207.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -521218.031250 Penalty: 4143.451660
	Iteration 11Q: 3 clusters Score -521218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -521225.062500 Penalty: 4143.451660
	Iteration 12Q: 3 clusters Score -521225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -521227.812500 Penalty: 4143.451660
	Iteration 13Q: 3 clusters Score -521227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -521231.937500 Penalty: 4143.451660
	Iteration 14Q: 3 clusters Score -521231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -521236.875000 Penalty: 4143.451660
	Iteration 15Q: 3 clusters Score -521236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -521243.093750 Penalty: 4143.451660
	Iteration 16Q: 3 clusters Score -521243.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -521250.250000 Penalty: 4143.451660
	Iteration 17Q: 3 clusters Score -521250.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -521256.218750 Penalty: 4143.451660
	Iteration 18Q: 3 clusters Score -521256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -521260.187500 Penalty: 4143.451660
	Iteration 19Q: 3 clusters Score -521260.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -521265.312500 Penalty: 4143.451660
	Iteration 20F: 3 clusters Score -521265.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -521271.406250 Penalty: 4143.451660
	Iteration 21Q: 3 clusters Score -521271.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -521275.593750 Penalty: 4143.451660
	Iteration 22Q: 3 clusters Score -521275.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -521279.968750 Penalty: 4143.451660
	Iteration 23Q: 3 clusters Score -521280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -521283.218750 Penalty: 4143.451660
	Iteration 24Q: 3 clusters Score -521283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -521286.218750 Penalty: 4143.451660
	Iteration 25Q: 3 clusters Score -521286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -521289.531250 Penalty: 4143.451660
	Iteration 26Q: 3 clusters Score -521289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -521293.437500 Penalty: 4143.451660
	Iteration 27Q: 3 clusters Score -521293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -521295.937500 Penalty: 4143.451660
	Iteration 28Q: 3 clusters Score -521295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -521300.156250 Penalty: 4143.451660
	Iteration 29Q: 3 clusters Score -521300.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -521305.875000 Penalty: 4143.451660
	Iteration 30Q: 3 clusters Score -521305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -521310.906250 Penalty: 4143.451660
	Iteration 31Q: 3 clusters Score -521310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -521314.593750 Penalty: 4143.451660
	Iteration 32Q: 3 clusters Score -521314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -521319.031250 Penalty: 4143.451660
	Iteration 33Q: 3 clusters Score -521319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -521323.812500 Penalty: 4143.451660
	Iteration 34Q: 3 clusters Score -521323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -521329.218750 Penalty: 4143.451660
	Iteration 35Q: 3 clusters Score -521329.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -521331.562500 Penalty: 4143.451660
	Iteration 36Q: 3 clusters Score -521331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -521334.343750 Penalty: 4143.451660
	Iteration 37Q: 3 clusters Score -521334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -521335.875000 Penalty: 4143.451660
	Iteration 38Q: 3 clusters Score -521335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -521335.906250 Penalty: 4143.451660
	Iteration 39Q: 3 clusters Score -521335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -521337.375000 Penalty: 4143.451660
	Iteration 40F: 3 clusters Score -521337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -521337.906250 Penalty: 4143.451660
	Iteration 41Q: 3 clusters Score -521337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -521337.906250 Penalty: 4143.451660
	Iteration 42F: 3 clusters Score -521337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Entering Unmasked Estep 
Score: -3297993.500000 Penalty: 2544.568848
	Iteration 0F: 2 clusters Score -3297994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3278303.750000 Penalty: 5089.137695
	Iteration 0F: 3 clusters Score -3278304 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3285592.500000 Penalty: 5089.137695
	Iteration 1F: 3 clusters Score -3285592 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3286721.750000 Penalty: 5089.137695
	Iteration 2F: 3 clusters Score -3286722 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3288618.000000 Penalty: 5089.137695
	Iteration 3F: 3 clusters Score -3288618 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3291124.750000 Penalty: 5089.137695
	Iteration 4F: 3 clusters Score -3291125 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3293776.750000 Penalty: 5089.137695
	Iteration 5F: 3 clusters Score -3293777 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3295726.000000 Penalty: 5089.137695
	Iteration 6F: 3 clusters Score -3295726 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3296928.750000 Penalty: 5089.137695
	Iteration 7F: 3 clusters Score -3296929 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3297647.000000 Penalty: 5089.137695
	Iteration 8Q: 3 clusters Score -3297647 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3298119.750000 Penalty: 5089.137695
	Iteration 9Q: 3 clusters Score -3298120 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3298638.750000 Penalty: 5089.137695
	Iteration 10Q: 3 clusters Score -3298639 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3299271.750000 Penalty: 5089.137695
	Iteration 11Q: 3 clusters Score -3299272 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3299827.750000 Penalty: 5089.137695
	Iteration 12Q: 3 clusters Score -3299828 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3300138.000000 Penalty: 5089.137695
	Iteration 13Q: 3 clusters Score -3300138 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3300309.000000 Penalty: 5089.137695
	Iteration 14Q: 3 clusters Score -3300309 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3300420.750000 Penalty: 5089.137695
	Iteration 15Q: 3 clusters Score -3300421 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3300520.000000 Penalty: 5089.137695
	Iteration 16Q: 3 clusters Score -3300520 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3300635.750000 Penalty: 5089.137695
	Iteration 17Q: 3 clusters Score -3300636 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3300820.500000 Penalty: 5089.137695
	Iteration 18Q: 3 clusters Score -3300820 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3301127.250000 Penalty: 5089.137695
	Iteration 19Q: 3 clusters Score -3301127 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3301783.000000 Penalty: 5089.137695
	Iteration 20F: 3 clusters Score -3301783 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3302848.750000 Penalty: 5089.137695
	Iteration 21Q: 3 clusters Score -3302849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3303594.250000 Penalty: 5089.137695
	Iteration 22Q: 3 clusters Score -3303594 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3303731.500000 Penalty: 5089.137695
	Iteration 23Q: 3 clusters Score -3303732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3303763.500000 Penalty: 5089.137695
	Iteration 24Q: 3 clusters Score -3303764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3303773.250000 Penalty: 5089.137695
	Iteration 25Q: 3 clusters Score -3303773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3303781.000000 Penalty: 5089.137695
	Iteration 26Q: 3 clusters Score -3303781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3303786.250000 Penalty: 5089.137695
	Iteration 27Q: 3 clusters Score -3303786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3303783.500000 Penalty: 5089.137695
	Iteration 28Q: 3 clusters Score -3303784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3303781.250000 Penalty: 5089.137695
	Iteration 29Q: 3 clusters Score -3303781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3303779.250000 Penalty: 5089.137695
	Iteration 30Q: 3 clusters Score -3303779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3303779.250000 Penalty: 5089.137695
	Iteration 31F: 3 clusters Score -3303779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 94613 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 211830 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 9789 members 
Mstep: Class 11 contains 61443 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 18 contains 59987 members 
Mstep: Class 19 contains 48520 members 
Mstep: Class 20 contains 207780 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 250772 members 
Entering Unmasked Estep 
Score: -117988072.000000 Penalty: 54895.289062
Splitting cluster 10 changes total score from -117982232.000000 to -117988072.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (61443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Entering Unmasked Estep 
Score: -7010175.500000 Penalty: 2734.414551
	Iteration 0F: 2 clusters Score -7010176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -6969072.500000 Penalty: 5468.829102
	Iteration 0F: 3 clusters Score -6969072 nChanged 28600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6986347.000000 Penalty: 5468.829102
	Iteration 1F: 3 clusters Score -6986347 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6989262.500000 Penalty: 5468.829102
	Iteration 2F: 3 clusters Score -6989262 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -6993133.500000 Penalty: 5468.829102
	Iteration 3F: 3 clusters Score -6993134 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -6997773.000000 Penalty: 5468.829102
	Iteration 4F: 3 clusters Score -6997773 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -7002418.500000 Penalty: 5468.829102
	Iteration 5F: 3 clusters Score -7002418 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -7006247.000000 Penalty: 5468.829102
	Iteration 6F: 3 clusters Score -7006247 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -7008855.500000 Penalty: 5468.829102
	Iteration 7Q: 3 clusters Score -7008856 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -7010747.000000 Penalty: 5468.829102
	Iteration 8Q: 3 clusters Score -7010747 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -7011613.000000 Penalty: 5468.829102
	Iteration 9Q: 3 clusters Score -7011613 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7011952.500000 Penalty: 5468.829102
	Iteration 10Q: 3 clusters Score -7011952 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -7012183.500000 Penalty: 5468.829102
	Iteration 11Q: 3 clusters Score -7012184 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7012379.000000 Penalty: 5468.829102
	Iteration 12Q: 3 clusters Score -7012379 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -7012495.500000 Penalty: 5468.829102
	Iteration 13Q: 3 clusters Score -7012496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7012584.000000 Penalty: 5468.829102
	Iteration 14Q: 3 clusters Score -7012584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -7012622.500000 Penalty: 5468.829102
	Iteration 15Q: 3 clusters Score -7012622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -7012664.000000 Penalty: 5468.829102
	Iteration 16Q: 3 clusters Score -7012664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7012676.000000 Penalty: 5468.829102
	Iteration 17Q: 3 clusters Score -7012676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -7012696.000000 Penalty: 5468.829102
	Iteration 18Q: 3 clusters Score -7012696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -7012711.500000 Penalty: 5468.829102
	Iteration 19Q: 3 clusters Score -7012712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7012726.000000 Penalty: 5468.829102
	Iteration 20F: 3 clusters Score -7012726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -7012742.000000 Penalty: 5468.829102
	Iteration 21Q: 3 clusters Score -7012742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -7012758.000000 Penalty: 5468.829102
	Iteration 22Q: 3 clusters Score -7012758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -7012742.000000 Penalty: 5468.829102
	Iteration 23Q: 3 clusters Score -7012742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -7012737.500000 Penalty: 5468.829102
	Iteration 24Q: 3 clusters Score -7012738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -7012738.500000 Penalty: 5468.829102
	Iteration 25Q: 3 clusters Score -7012738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -7012740.500000 Penalty: 5468.829102
	Iteration 26Q: 3 clusters Score -7012740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -7012732.000000 Penalty: 5468.829102
	Iteration 27Q: 3 clusters Score -7012732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -7012740.000000 Penalty: 5468.829102
	Iteration 28Q: 3 clusters Score -7012740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7012737.500000 Penalty: 5468.829102
	Iteration 29Q: 3 clusters Score -7012738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -7012743.500000 Penalty: 5468.829102
	Iteration 30Q: 3 clusters Score -7012744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -7012752.000000 Penalty: 5468.829102
	Iteration 31Q: 3 clusters Score -7012752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -7012747.500000 Penalty: 5468.829102
	Iteration 32Q: 3 clusters Score -7012748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -7012751.000000 Penalty: 5468.829102
	Iteration 33Q: 3 clusters Score -7012751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7012748.500000 Penalty: 5468.829102
	Iteration 34Q: 3 clusters Score -7012748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -7012763.500000 Penalty: 5468.829102
	Iteration 35Q: 3 clusters Score -7012764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7012759.500000 Penalty: 5468.829102
	Iteration 36Q: 3 clusters Score -7012760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -7012750.500000 Penalty: 5468.829102
	Iteration 37Q: 3 clusters Score -7012750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -7012751.000000 Penalty: 5468.829102
	Iteration 38Q: 3 clusters Score -7012751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -7012758.000000 Penalty: 5468.829102
	Iteration 39Q: 3 clusters Score -7012758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -7012763.500000 Penalty: 5468.829102
	Iteration 40F: 3 clusters Score -7012764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7012764.000000 Penalty: 5468.829102
	Iteration 41Q: 3 clusters Score -7012764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7012764.000000 Penalty: 5468.829102
	Iteration 42F: 3 clusters Score -7012764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 94613 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 211830 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 6 contains 58444 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 9789 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 18 contains 59987 members 
Mstep: Class 19 contains 48520 members 
Mstep: Class 20 contains 207780 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 250772 members 
Entering Unmasked Estep 
Score: -117990568.000000 Penalty: 58326.246094
Splitting cluster 11 changes total score from -117982232.000000 to -117990568.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (11020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Entering Unmasked Estep 
Score: -1316798.125000 Penalty: 2308.251953
	Iteration 0F: 2 clusters Score -1316798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1308455.000000 Penalty: 4616.503906
	Iteration 0F: 3 clusters Score -1308455 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1310861.375000 Penalty: 4616.503906
	Iteration 1F: 3 clusters Score -1310861 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1311142.250000 Penalty: 4616.503906
	Iteration 2F: 3 clusters Score -1311142 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1311367.125000 Penalty: 4616.503906
	Iteration 3Q: 3 clusters Score -1311367 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1311567.000000 Penalty: 4616.503906
	Iteration 4Q: 3 clusters Score -1311567 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1311740.625000 Penalty: 4616.503906
	Iteration 5Q: 3 clusters Score -1311741 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1311910.125000 Penalty: 4616.503906
	Iteration 6Q: 3 clusters Score -1311910 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1312081.375000 Penalty: 4616.503906
	Iteration 7Q: 3 clusters Score -1312081 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1312258.500000 Penalty: 4616.503906
	Iteration 8Q: 3 clusters Score -1312258 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1312453.875000 Penalty: 4616.503906
	Iteration 9Q: 3 clusters Score -1312454 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1312686.125000 Penalty: 4616.503906
	Iteration 10Q: 3 clusters Score -1312686 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1312950.625000 Penalty: 4616.503906
	Iteration 11Q: 3 clusters Score -1312951 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1313245.250000 Penalty: 4616.503906
	Iteration 12Q: 3 clusters Score -1313245 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1313533.875000 Penalty: 4616.503906
	Iteration 13Q: 3 clusters Score -1313534 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1313818.875000 Penalty: 4616.503906
	Iteration 14Q: 3 clusters Score -1313819 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1314073.000000 Penalty: 4616.503906
	Iteration 15Q: 3 clusters Score -1314073 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1314277.750000 Penalty: 4616.503906
	Iteration 16Q: 3 clusters Score -1314278 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1314399.875000 Penalty: 4616.503906
	Iteration 17Q: 3 clusters Score -1314400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1314501.500000 Penalty: 4616.503906
	Iteration 18Q: 3 clusters Score -1314502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1314584.125000 Penalty: 4616.503906
	Iteration 19Q: 3 clusters Score -1314584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1314639.000000 Penalty: 4616.503906
	Iteration 20F: 3 clusters Score -1314639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1314678.125000 Penalty: 4616.503906
	Iteration 21Q: 3 clusters Score -1314678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1314725.375000 Penalty: 4616.503906
	Iteration 22Q: 3 clusters Score -1314725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1314764.625000 Penalty: 4616.503906
	Iteration 23Q: 3 clusters Score -1314765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1314789.375000 Penalty: 4616.503906
	Iteration 24Q: 3 clusters Score -1314789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1314808.625000 Penalty: 4616.503906
	Iteration 25Q: 3 clusters Score -1314809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1314835.250000 Penalty: 4616.503906
	Iteration 26Q: 3 clusters Score -1314835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1314856.500000 Penalty: 4616.503906
	Iteration 27Q: 3 clusters Score -1314856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1314879.500000 Penalty: 4616.503906
	Iteration 28Q: 3 clusters Score -1314880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1314896.375000 Penalty: 4616.503906
	Iteration 29Q: 3 clusters Score -1314896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1314919.125000 Penalty: 4616.503906
	Iteration 30Q: 3 clusters Score -1314919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1314937.500000 Penalty: 4616.503906
	Iteration 31Q: 3 clusters Score -1314938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1314952.375000 Penalty: 4616.503906
	Iteration 32Q: 3 clusters Score -1314952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1314966.750000 Penalty: 4616.503906
	Iteration 33Q: 3 clusters Score -1314967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1314983.375000 Penalty: 4616.503906
	Iteration 34Q: 3 clusters Score -1314983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1314985.500000 Penalty: 4616.503906
	Iteration 35Q: 3 clusters Score -1314986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1314992.375000 Penalty: 4616.503906
	Iteration 36Q: 3 clusters Score -1314992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1314994.000000 Penalty: 4616.503906
	Iteration 37Q: 3 clusters Score -1314994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1314998.875000 Penalty: 4616.503906
	Iteration 38Q: 3 clusters Score -1314999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1314999.875000 Penalty: 4616.503906
	Iteration 39Q: 3 clusters Score -1315000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1315000.125000 Penalty: 4616.503906
	Iteration 40F: 3 clusters Score -1315000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1315002.375000 Penalty: 4616.503906
	Iteration 41Q: 3 clusters Score -1315002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1315004.750000 Penalty: 4616.503906
	Iteration 42Q: 3 clusters Score -1315005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1315007.375000 Penalty: 4616.503906
	Iteration 43Q: 3 clusters Score -1315007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1315010.750000 Penalty: 4616.503906
	Iteration 44Q: 3 clusters Score -1315011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1315011.500000 Penalty: 4616.503906
	Iteration 45Q: 3 clusters Score -1315012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1315009.750000 Penalty: 4616.503906
	Iteration 46Q: 3 clusters Score -1315010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1315012.000000 Penalty: 4616.503906
	Iteration 47Q: 3 clusters Score -1315012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1315011.625000 Penalty: 4616.503906
	Iteration 48Q: 3 clusters Score -1315012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1315011.625000 Penalty: 4616.503906
	Iteration 49F: 3 clusters Score -1315012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Entering Unmasked Estep 
Score: -2899216.500000 Penalty: 2501.115234
	Iteration 0F: 2 clusters Score -2899216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2882640.500000 Penalty: 5002.230469
	Iteration 0F: 3 clusters Score -2882640 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2888231.250000 Penalty: 5002.230469
	Iteration 1F: 3 clusters Score -2888231 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2888597.500000 Penalty: 5002.230469
	Iteration 2Q: 3 clusters Score -2888598 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2888853.750000 Penalty: 5002.230469
	Iteration 3Q: 3 clusters Score -2888854 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2889097.750000 Penalty: 5002.230469
	Iteration 4Q: 3 clusters Score -2889098 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2889325.000000 Penalty: 5002.230469
	Iteration 5Q: 3 clusters Score -2889325 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2889527.000000 Penalty: 5002.230469
	Iteration 6Q: 3 clusters Score -2889527 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2889775.000000 Penalty: 5002.230469
	Iteration 7Q: 3 clusters Score -2889775 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2890060.500000 Penalty: 5002.230469
	Iteration 8Q: 3 clusters Score -2890060 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2890407.500000 Penalty: 5002.230469
	Iteration 9Q: 3 clusters Score -2890408 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2890921.000000 Penalty: 5002.230469
	Iteration 10Q: 3 clusters Score -2890921 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2891541.750000 Penalty: 5002.230469
	Iteration 11Q: 3 clusters Score -2891542 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2892404.750000 Penalty: 5002.230469
	Iteration 12F: 3 clusters Score -2892405 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2893408.500000 Penalty: 5002.230469
	Iteration 13F: 3 clusters Score -2893408 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2894374.250000 Penalty: 5002.230469
	Iteration 14Q: 3 clusters Score -2894374 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2895142.500000 Penalty: 5002.230469
	Iteration 15Q: 3 clusters Score -2895142 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2895609.000000 Penalty: 5002.230469
	Iteration 16Q: 3 clusters Score -2895609 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2895912.250000 Penalty: 5002.230469
	Iteration 17Q: 3 clusters Score -2895912 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2896132.500000 Penalty: 5002.230469
	Iteration 18Q: 3 clusters Score -2896132 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2896264.500000 Penalty: 5002.230469
	Iteration 19Q: 3 clusters Score -2896264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2896365.750000 Penalty: 5002.230469
	Iteration 20F: 3 clusters Score -2896366 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2896444.750000 Penalty: 5002.230469
	Iteration 21Q: 3 clusters Score -2896445 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2896509.000000 Penalty: 5002.230469
	Iteration 22Q: 3 clusters Score -2896509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2896557.250000 Penalty: 5002.230469
	Iteration 23Q: 3 clusters Score -2896557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2896605.750000 Penalty: 5002.230469
	Iteration 24Q: 3 clusters Score -2896606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2896643.500000 Penalty: 5002.230469
	Iteration 25Q: 3 clusters Score -2896644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2896680.000000 Penalty: 5002.230469
	Iteration 26Q: 3 clusters Score -2896680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2896708.000000 Penalty: 5002.230469
	Iteration 27Q: 3 clusters Score -2896708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2896732.250000 Penalty: 5002.230469
	Iteration 28Q: 3 clusters Score -2896732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2896749.000000 Penalty: 5002.230469
	Iteration 29Q: 3 clusters Score -2896749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2896751.250000 Penalty: 5002.230469
	Iteration 30Q: 3 clusters Score -2896751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2896769.500000 Penalty: 5002.230469
	Iteration 31Q: 3 clusters Score -2896770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2896780.500000 Penalty: 5002.230469
	Iteration 32Q: 3 clusters Score -2896780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2896800.000000 Penalty: 5002.230469
	Iteration 33Q: 3 clusters Score -2896800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2896814.750000 Penalty: 5002.230469
	Iteration 34Q: 3 clusters Score -2896815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2896838.250000 Penalty: 5002.230469
	Iteration 35Q: 3 clusters Score -2896838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2896851.750000 Penalty: 5002.230469
	Iteration 36Q: 3 clusters Score -2896852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2896859.000000 Penalty: 5002.230469
	Iteration 37Q: 3 clusters Score -2896859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2896877.000000 Penalty: 5002.230469
	Iteration 38Q: 3 clusters Score -2896877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2896893.500000 Penalty: 5002.230469
	Iteration 39Q: 3 clusters Score -2896894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2896900.500000 Penalty: 5002.230469
	Iteration 40F: 3 clusters Score -2896900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2896909.250000 Penalty: 5002.230469
	Iteration 41Q: 3 clusters Score -2896909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2896918.500000 Penalty: 5002.230469
	Iteration 42Q: 3 clusters Score -2896918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2896923.750000 Penalty: 5002.230469
	Iteration 43Q: 3 clusters Score -2896924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2896930.750000 Penalty: 5002.230469
	Iteration 44Q: 3 clusters Score -2896931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2896936.000000 Penalty: 5002.230469
	Iteration 45Q: 3 clusters Score -2896936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2896941.000000 Penalty: 5002.230469
	Iteration 46Q: 3 clusters Score -2896941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2896941.000000 Penalty: 5002.230469
	Iteration 47Q: 3 clusters Score -2896941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2896948.000000 Penalty: 5002.230469
	Iteration 48Q: 3 clusters Score -2896948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2896951.250000 Penalty: 5002.230469
	Iteration 49Q: 3 clusters Score -2896951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2896953.500000 Penalty: 5002.230469
	Iteration 50Q: 3 clusters Score -2896954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2896955.250000 Penalty: 5002.230469
	Iteration 51Q: 3 clusters Score -2896955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2896956.500000 Penalty: 5002.230469
	Iteration 52Q: 3 clusters Score -2896956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2896955.250000 Penalty: 5002.230469
	Iteration 53Q: 3 clusters Score -2896955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2896956.500000 Penalty: 5002.230469
	Iteration 54Q: 3 clusters Score -2896956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2896955.500000 Penalty: 5002.230469
	Iteration 55Q: 3 clusters Score -2896956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2896952.250000 Penalty: 5002.230469
	Iteration 56Q: 3 clusters Score -2896952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2896953.750000 Penalty: 5002.230469
	Iteration 57Q: 3 clusters Score -2896954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2896955.500000 Penalty: 5002.230469
	Iteration 58Q: 3 clusters Score -2896956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2896957.750000 Penalty: 5002.230469
	Iteration 59Q: 3 clusters Score -2896958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2896957.500000 Penalty: 5002.230469
	Iteration 60F: 3 clusters Score -2896958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2896959.250000 Penalty: 5002.230469
	Iteration 61Q: 3 clusters Score -2896959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2896959.250000 Penalty: 5002.230469
	Iteration 62F: 3 clusters Score -2896959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Entering Unmasked Estep 
Score: -7087987.500000 Penalty: 2728.467041
	Iteration 0F: 2 clusters Score -7087988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -7047743.000000 Penalty: 5456.934082
	Iteration 0F: 3 clusters Score -7047743 nChanged 27885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -7063576.500000 Penalty: 5456.934082
	Iteration 1F: 3 clusters Score -7063576 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7064349.500000 Penalty: 5456.934082
	Iteration 2Q: 3 clusters Score -7064350 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -7065168.000000 Penalty: 5456.934082
	Iteration 3Q: 3 clusters Score -7065168 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7066217.500000 Penalty: 5456.934082
	Iteration 4Q: 3 clusters Score -7066218 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -7067250.000000 Penalty: 5456.934082
	Iteration 5Q: 3 clusters Score -7067250 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7068285.000000 Penalty: 5456.934082
	Iteration 6Q: 3 clusters Score -7068285 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7069298.000000 Penalty: 5456.934082
	Iteration 7Q: 3 clusters Score -7069298 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -7070274.000000 Penalty: 5456.934082
	Iteration 8Q: 3 clusters Score -7070274 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -7071199.000000 Penalty: 5456.934082
	Iteration 9Q: 3 clusters Score -7071199 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -7072045.000000 Penalty: 5456.934082
	Iteration 10Q: 3 clusters Score -7072045 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -7072867.000000 Penalty: 5456.934082
	Iteration 11Q: 3 clusters Score -7072867 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -7073641.000000 Penalty: 5456.934082
	Iteration 12Q: 3 clusters Score -7073641 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -7074430.500000 Penalty: 5456.934082
	Iteration 13Q: 3 clusters Score -7074430 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -7075213.000000 Penalty: 5456.934082
	Iteration 14Q: 3 clusters Score -7075213 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -7076081.000000 Penalty: 5456.934082
	Iteration 15Q: 3 clusters Score -7076081 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -7077107.000000 Penalty: 5456.934082
	Iteration 16Q: 3 clusters Score -7077107 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -7078336.500000 Penalty: 5456.934082
	Iteration 17Q: 3 clusters Score -7078336 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -7079782.000000 Penalty: 5456.934082
	Iteration 18Q: 3 clusters Score -7079782 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -7081252.000000 Penalty: 5456.934082
	Iteration 19Q: 3 clusters Score -7081252 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7082595.500000 Penalty: 5456.934082
	Iteration 20F: 3 clusters Score -7082596 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7083825.000000 Penalty: 5456.934082
	Iteration 21Q: 3 clusters Score -7083825 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7084780.000000 Penalty: 5456.934082
	Iteration 22Q: 3 clusters Score -7084780 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7085456.000000 Penalty: 5456.934082
	Iteration 23Q: 3 clusters Score -7085456 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7085906.000000 Penalty: 5456.934082
	Iteration 24Q: 3 clusters Score -7085906 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7086236.000000 Penalty: 5456.934082
	Iteration 25Q: 3 clusters Score -7086236 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7086526.000000 Penalty: 5456.934082
	Iteration 26Q: 3 clusters Score -7086526 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7086699.500000 Penalty: 5456.934082
	Iteration 27Q: 3 clusters Score -7086700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7086829.000000 Penalty: 5456.934082
	Iteration 28Q: 3 clusters Score -7086829 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7086916.500000 Penalty: 5456.934082
	Iteration 29Q: 3 clusters Score -7086916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7086978.500000 Penalty: 5456.934082
	Iteration 30Q: 3 clusters Score -7086978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7087021.000000 Penalty: 5456.934082
	Iteration 31Q: 3 clusters Score -7087021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7087031.500000 Penalty: 5456.934082
	Iteration 32Q: 3 clusters Score -7087032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7087066.500000 Penalty: 5456.934082
	Iteration 33Q: 3 clusters Score -7087066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7087075.500000 Penalty: 5456.934082
	Iteration 34Q: 3 clusters Score -7087076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7087089.000000 Penalty: 5456.934082
	Iteration 35Q: 3 clusters Score -7087089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7087096.000000 Penalty: 5456.934082
	Iteration 36Q: 3 clusters Score -7087096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7087106.500000 Penalty: 5456.934082
	Iteration 37Q: 3 clusters Score -7087106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7087110.500000 Penalty: 5456.934082
	Iteration 38Q: 3 clusters Score -7087110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7087117.000000 Penalty: 5456.934082
	Iteration 39Q: 3 clusters Score -7087117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7087115.000000 Penalty: 5456.934082
	Iteration 40F: 3 clusters Score -7087115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7087112.000000 Penalty: 5456.934082
	Iteration 41Q: 3 clusters Score -7087112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7087112.000000 Penalty: 5456.934082
	Iteration 42Q: 3 clusters Score -7087112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7087113.500000 Penalty: 5456.934082
	Iteration 43Q: 3 clusters Score -7087114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7087116.500000 Penalty: 5456.934082
	Iteration 44Q: 3 clusters Score -7087116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7087117.500000 Penalty: 5456.934082
	Iteration 45Q: 3 clusters Score -7087118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7087117.500000 Penalty: 5456.934082
	Iteration 46F: 3 clusters Score -7087118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Entering Unmasked Estep 
Score: -5768869.000000 Penalty: 2675.853271
	Iteration 0F: 2 clusters Score -5768869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5736258.000000 Penalty: 5351.706543
	Iteration 0F: 3 clusters Score -5736258 nChanged 22299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5748675.500000 Penalty: 5351.706543
	Iteration 1F: 3 clusters Score -5748676 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -5749386.500000 Penalty: 5351.706543
	Iteration 2Q: 3 clusters Score -5749386 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -5750052.000000 Penalty: 5351.706543
	Iteration 3Q: 3 clusters Score -5750052 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5750669.000000 Penalty: 5351.706543
	Iteration 4Q: 3 clusters Score -5750669 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5751329.000000 Penalty: 5351.706543
	Iteration 5Q: 3 clusters Score -5751329 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5752080.000000 Penalty: 5351.706543
	Iteration 6Q: 3 clusters Score -5752080 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5752929.500000 Penalty: 5351.706543
	Iteration 7Q: 3 clusters Score -5752930 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5753940.000000 Penalty: 5351.706543
	Iteration 8Q: 3 clusters Score -5753940 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5755148.000000 Penalty: 5351.706543
	Iteration 9Q: 3 clusters Score -5755148 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5756602.000000 Penalty: 5351.706543
	Iteration 10F: 3 clusters Score -5756602 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5758062.000000 Penalty: 5351.706543
	Iteration 11F: 3 clusters Score -5758062 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5759372.000000 Penalty: 5351.706543
	Iteration 12Q: 3 clusters Score -5759372 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5760468.500000 Penalty: 5351.706543
	Iteration 13Q: 3 clusters Score -5760468 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5761291.000000 Penalty: 5351.706543
	Iteration 14Q: 3 clusters Score -5761291 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -5761957.500000 Penalty: 5351.706543
	Iteration 15Q: 3 clusters Score -5761958 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -5762507.500000 Penalty: 5351.706543
	Iteration 16Q: 3 clusters Score -5762508 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5762948.500000 Penalty: 5351.706543
	Iteration 17Q: 3 clusters Score -5762948 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5763352.500000 Penalty: 5351.706543
	Iteration 18Q: 3 clusters Score -5763352 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5763698.000000 Penalty: 5351.706543
	Iteration 19Q: 3 clusters Score -5763698 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5764036.500000 Penalty: 5351.706543
	Iteration 20F: 3 clusters Score -5764036 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -5764353.500000 Penalty: 5351.706543
	Iteration 21Q: 3 clusters Score -5764354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -5764668.500000 Penalty: 5351.706543
	Iteration 22Q: 3 clusters Score -5764668 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5764973.500000 Penalty: 5351.706543
	Iteration 23Q: 3 clusters Score -5764974 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5765271.500000 Penalty: 5351.706543
	Iteration 24Q: 3 clusters Score -5765272 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -5765549.500000 Penalty: 5351.706543
	Iteration 25Q: 3 clusters Score -5765550 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5765824.000000 Penalty: 5351.706543
	Iteration 26Q: 3 clusters Score -5765824 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -5766088.000000 Penalty: 5351.706543
	Iteration 27Q: 3 clusters Score -5766088 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5766326.500000 Penalty: 5351.706543
	Iteration 28Q: 3 clusters Score -5766326 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -5766532.000000 Penalty: 5351.706543
	Iteration 29Q: 3 clusters Score -5766532 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5766719.500000 Penalty: 5351.706543
	Iteration 30Q: 3 clusters Score -5766720 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5766922.000000 Penalty: 5351.706543
	Iteration 31Q: 3 clusters Score -5766922 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -5767097.500000 Penalty: 5351.706543
	Iteration 32Q: 3 clusters Score -5767098 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5767250.500000 Penalty: 5351.706543
	Iteration 33Q: 3 clusters Score -5767250 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5767399.500000 Penalty: 5351.706543
	Iteration 34Q: 3 clusters Score -5767400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5767500.500000 Penalty: 5351.706543
	Iteration 35Q: 3 clusters Score -5767500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5767606.000000 Penalty: 5351.706543
	Iteration 36Q: 3 clusters Score -5767606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -5767680.500000 Penalty: 5351.706543
	Iteration 37Q: 3 clusters Score -5767680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -5767764.000000 Penalty: 5351.706543
	Iteration 38Q: 3 clusters Score -5767764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5767822.000000 Penalty: 5351.706543
	Iteration 39Q: 3 clusters Score -5767822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5767885.500000 Penalty: 5351.706543
	Iteration 40F: 3 clusters Score -5767886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5767936.000000 Penalty: 5351.706543
	Iteration 41Q: 3 clusters Score -5767936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5767959.000000 Penalty: 5351.706543
	Iteration 42Q: 3 clusters Score -5767959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5767984.500000 Penalty: 5351.706543
	Iteration 43Q: 3 clusters Score -5767984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5768012.000000 Penalty: 5351.706543
	Iteration 44Q: 3 clusters Score -5768012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5768032.000000 Penalty: 5351.706543
	Iteration 45Q: 3 clusters Score -5768032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5768052.000000 Penalty: 5351.706543
	Iteration 46Q: 3 clusters Score -5768052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5768053.000000 Penalty: 5351.706543
	Iteration 47Q: 3 clusters Score -5768053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5768053.000000 Penalty: 5351.706543
	Iteration 48Q: 3 clusters Score -5768053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5768060.500000 Penalty: 5351.706543
	Iteration 49Q: 3 clusters Score -5768060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5768059.500000 Penalty: 5351.706543
	Iteration 50Q: 3 clusters Score -5768060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5768051.500000 Penalty: 5351.706543
	Iteration 51Q: 3 clusters Score -5768052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5768061.000000 Penalty: 5351.706543
	Iteration 52Q: 3 clusters Score -5768061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5768064.000000 Penalty: 5351.706543
	Iteration 53Q: 3 clusters Score -5768064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5768058.500000 Penalty: 5351.706543
	Iteration 54Q: 3 clusters Score -5768058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5768058.000000 Penalty: 5351.706543
	Iteration 55Q: 3 clusters Score -5768058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5768058.000000 Penalty: 5351.706543
	Iteration 56F: 3 clusters Score -5768058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (207780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207780 members 
Entering Unmasked Estep 
Score: -24494614.000000 Penalty: 3036.570312
	Iteration 0F: 2 clusters Score -2.449461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -24372732.000000 Penalty: 6073.140625
	Iteration 0F: 3 clusters Score -2.437273e+07 nChanged 99966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 112357 members 
Entering Unmasked Estep 
Score: -24431408.000000 Penalty: 6073.140625
	Iteration 1F: 3 clusters Score -2.443141e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -24433448.000000 Penalty: 6073.140625
	Iteration 2Q: 3 clusters Score -2.443345e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -24437356.000000 Penalty: 6073.140625
	Iteration 3Q: 3 clusters Score -2.443736e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -24445310.000000 Penalty: 6073.140625
	Iteration 4F: 3 clusters Score -2.444531e+07 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -24458252.000000 Penalty: 6073.140625
	Iteration 5F: 3 clusters Score -2.445825e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 170395 members 
Entering Unmasked Estep 
Score: -24473534.000000 Penalty: 6073.140625
	Iteration 6F: 3 clusters Score -2.447353e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 185458 members 
Entering Unmasked Estep 
Score: -24484720.000000 Penalty: 6073.140625
	Iteration 7F: 3 clusters Score -2.448472e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 194338 members 
Entering Unmasked Estep 
Score: -24490480.000000 Penalty: 6073.140625
	Iteration 8Q: 3 clusters Score -2.449048e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 197942 members 
Entering Unmasked Estep 
Score: -24493470.000000 Penalty: 6073.140625
	Iteration 9Q: 3 clusters Score -2.449347e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 199177 members 
Entering Unmasked Estep 
Score: -24494422.000000 Penalty: 6073.140625
	Iteration 10Q: 3 clusters Score -2.449442e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 199796 members 
Entering Unmasked Estep 
Score: -24494688.000000 Penalty: 6073.140625
	Iteration 11Q: 3 clusters Score -2.449469e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 200254 members 
Entering Unmasked Estep 
Score: -24494612.000000 Penalty: 6073.140625
	Iteration 12Q: 3 clusters Score -2.449461e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 200601 members 
Entering Unmasked Estep 
Score: -24494708.000000 Penalty: 6073.140625
	Iteration 13Q: 3 clusters Score -2.449471e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 200895 members 
Entering Unmasked Estep 
Score: -24494670.000000 Penalty: 6073.140625
	Iteration 14Q: 3 clusters Score -2.449467e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 201151 members 
Entering Unmasked Estep 
Score: -24494612.000000 Penalty: 6073.140625
	Iteration 15Q: 3 clusters Score -2.449461e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 201377 members 
Entering Unmasked Estep 
Score: -24494542.000000 Penalty: 6073.140625
	Iteration 16Q: 3 clusters Score -2.449454e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -24494522.000000 Penalty: 6073.140625
	Iteration 17Q: 3 clusters Score -2.449452e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 201731 members 
Entering Unmasked Estep 
Score: -24494456.000000 Penalty: 6073.140625
	Iteration 18Q: 3 clusters Score -2.449446e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 201874 members 
Entering Unmasked Estep 
Score: -24494434.000000 Penalty: 6073.140625
	Iteration 19Q: 3 clusters Score -2.449443e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 202011 members 
Entering Unmasked Estep 
Score: -24494356.000000 Penalty: 6073.140625
	Iteration 20F: 3 clusters Score -2.449436e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 202149 members 
Entering Unmasked Estep 
Score: -24494396.000000 Penalty: 6073.140625
	Iteration 21Q: 3 clusters Score -2.44944e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 202281 members 
Entering Unmasked Estep 
Score: -24494442.000000 Penalty: 6073.140625
	Iteration 22Q: 3 clusters Score -2.449444e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 202421 members 
Entering Unmasked Estep 
Score: -24494446.000000 Penalty: 6073.140625
	Iteration 23Q: 3 clusters Score -2.449445e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 202546 members 
Entering Unmasked Estep 
Score: -24494424.000000 Penalty: 6073.140625
	Iteration 24Q: 3 clusters Score -2.449442e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 202653 members 
Entering Unmasked Estep 
Score: -24494416.000000 Penalty: 6073.140625
	Iteration 25Q: 3 clusters Score -2.449442e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 202751 members 
Entering Unmasked Estep 
Score: -24494400.000000 Penalty: 6073.140625
	Iteration 26Q: 3 clusters Score -2.44944e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 202828 members 
Entering Unmasked Estep 
Score: -24494366.000000 Penalty: 6073.140625
	Iteration 27Q: 3 clusters Score -2.449437e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 202893 members 
Entering Unmasked Estep 
Score: -24494364.000000 Penalty: 6073.140625
	Iteration 28Q: 3 clusters Score -2.449436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 202948 members 
Entering Unmasked Estep 
Score: -24494344.000000 Penalty: 6073.140625
	Iteration 29Q: 3 clusters Score -2.449434e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 202993 members 
Entering Unmasked Estep 
Score: -24494344.000000 Penalty: 6073.140625
	Iteration 30Q: 3 clusters Score -2.449434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 203032 members 
Entering Unmasked Estep 
Score: -24494328.000000 Penalty: 6073.140625
	Iteration 31Q: 3 clusters Score -2.449433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 203070 members 
Entering Unmasked Estep 
Score: -24494290.000000 Penalty: 6073.140625
	Iteration 32Q: 3 clusters Score -2.449429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 203112 members 
Entering Unmasked Estep 
Score: -24494328.000000 Penalty: 6073.140625
	Iteration 33Q: 3 clusters Score -2.449433e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 203152 members 
Entering Unmasked Estep 
Score: -24494306.000000 Penalty: 6073.140625
	Iteration 34Q: 3 clusters Score -2.449431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 203185 members 
Entering Unmasked Estep 
Score: -24494298.000000 Penalty: 6073.140625
	Iteration 35Q: 3 clusters Score -2.44943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 203213 members 
Entering Unmasked Estep 
Score: -24494296.000000 Penalty: 6073.140625
	Iteration 36Q: 3 clusters Score -2.44943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 203238 members 
Entering Unmasked Estep 
Score: -24494298.000000 Penalty: 6073.140625
	Iteration 37Q: 3 clusters Score -2.44943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 203263 members 
Entering Unmasked Estep 
Score: -24494270.000000 Penalty: 6073.140625
	Iteration 38Q: 3 clusters Score -2.449427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 203279 members 
Entering Unmasked Estep 
Score: -24494284.000000 Penalty: 6073.140625
	Iteration 39Q: 3 clusters Score -2.449428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 203292 members 
Entering Unmasked Estep 
Score: -24494290.000000 Penalty: 6073.140625
	Iteration 40F: 3 clusters Score -2.449429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 203298 members 
Entering Unmasked Estep 
Score: -24494304.000000 Penalty: 6073.140625
	Iteration 41Q: 3 clusters Score -2.44943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 203305 members 
Entering Unmasked Estep 
Score: -24494304.000000 Penalty: 6073.140625
	Iteration 42Q: 3 clusters Score -2.44943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 203311 members 
Entering Unmasked Estep 
Score: -24494292.000000 Penalty: 6073.140625
	Iteration 43Q: 3 clusters Score -2.449429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 203315 members 
Entering Unmasked Estep 
Score: -24494288.000000 Penalty: 6073.140625
	Iteration 44Q: 3 clusters Score -2.449429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 203320 members 
Entering Unmasked Estep 
Score: -24494290.000000 Penalty: 6073.140625
	Iteration 45Q: 3 clusters Score -2.449429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 203326 members 
Entering Unmasked Estep 
Score: -24494298.000000 Penalty: 6073.140625
	Iteration 46Q: 3 clusters Score -2.44943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 203333 members 
Entering Unmasked Estep 
Score: -24494292.000000 Penalty: 6073.140625
	Iteration 47Q: 3 clusters Score -2.449429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 203341 members 
Entering Unmasked Estep 
Score: -24494298.000000 Penalty: 6073.140625
	Iteration 48Q: 3 clusters Score -2.44943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 203348 members 
Entering Unmasked Estep 
Score: -24494286.000000 Penalty: 6073.140625
	Iteration 49Q: 3 clusters Score -2.449429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 203355 members 
Entering Unmasked Estep 
Score: -24494276.000000 Penalty: 6073.140625
	Iteration 50Q: 3 clusters Score -2.449428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 203363 members 
Entering Unmasked Estep 
Score: -24494270.000000 Penalty: 6073.140625
	Iteration 51Q: 3 clusters Score -2.449427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 203377 members 
Entering Unmasked Estep 
Score: -24494286.000000 Penalty: 6073.140625
	Iteration 52Q: 3 clusters Score -2.449429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 203390 members 
Entering Unmasked Estep 
Score: -24494310.000000 Penalty: 6073.140625
	Iteration 53Q: 3 clusters Score -2.449431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 203401 members 
Entering Unmasked Estep 
Score: -24494278.000000 Penalty: 6073.140625
	Iteration 54Q: 3 clusters Score -2.449428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 203409 members 
Entering Unmasked Estep 
Score: -24494270.000000 Penalty: 6073.140625
	Iteration 55Q: 3 clusters Score -2.449427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 203416 members 
Entering Unmasked Estep 
Score: -24494280.000000 Penalty: 6073.140625
	Iteration 56Q: 3 clusters Score -2.449428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 203417 members 
Entering Unmasked Estep 
Score: -24494274.000000 Penalty: 6073.140625
	Iteration 57Q: 3 clusters Score -2.449427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 203420 members 
Entering Unmasked Estep 
Score: -24494274.000000 Penalty: 6073.140625
	Iteration 58Q: 3 clusters Score -2.449427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 203421 members 
Entering Unmasked Estep 
Score: -24494264.000000 Penalty: 6073.140625
	Iteration 59Q: 3 clusters Score -2.449426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 203422 members 
Entering Unmasked Estep 
Score: -24494268.000000 Penalty: 6073.140625
	Iteration 60F: 3 clusters Score -2.449427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 203425 members 
Entering Unmasked Estep 
Score: -24494264.000000 Penalty: 6073.140625
	Iteration 61Q: 3 clusters Score -2.449426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 203428 members 
Entering Unmasked Estep 
Score: -24494272.000000 Penalty: 6073.140625
	Iteration 62Q: 3 clusters Score -2.449427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 203430 members 
Entering Unmasked Estep 
Score: -24494270.000000 Penalty: 6073.140625
	Iteration 63Q: 3 clusters Score -2.449427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 203433 members 
Entering Unmasked Estep 
Score: -24494280.000000 Penalty: 6073.140625
	Iteration 64Q: 3 clusters Score -2.449428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 203434 members 
Entering Unmasked Estep 
Score: -24494290.000000 Penalty: 6073.140625
	Iteration 65Q: 3 clusters Score -2.449429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 203436 members 
Entering Unmasked Estep 
Score: -24494278.000000 Penalty: 6073.140625
	Iteration 66Q: 3 clusters Score -2.449428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 203438 members 
Entering Unmasked Estep 
Score: -24494286.000000 Penalty: 6073.140625
	Iteration 67Q: 3 clusters Score -2.449429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 203441 members 
Entering Unmasked Estep 
Score: -24494280.000000 Penalty: 6073.140625
	Iteration 68Q: 3 clusters Score -2.449428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 203441 members 
Entering Unmasked Estep 
Score: -24494280.000000 Penalty: 6073.140625
	Iteration 69F: 3 clusters Score -2.449428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -103956.757812 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -103956.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102094.656250 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -102094.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102414.109375 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -102414.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102488.937500 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -102488.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102544.554688 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -102544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102573.664062 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -102573.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102589.062500 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -102589.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102603.765625 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -102603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102616.640625 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -102616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -102624.531250 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -102624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102632.500000 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -102632.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102652.585938 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -102652.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102667.304688 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -102667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102681.070312 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -102681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -102686.421875 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -102686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102691.937500 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -102691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102698.492188 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -102698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102702.203125 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -102702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102703.828125 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -102703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102704.695312 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -102704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102704.695312 Penalty: 3420.258789
	Iteration 19F: 3 clusters Score -102704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250772 members 
Entering Unmasked Estep 
Score: -29419188.000000 Penalty: 3083.210205
	Iteration 0F: 2 clusters Score -2.941919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125607 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -29272196.000000 Penalty: 6166.420410
	Iteration 0F: 3 clusters Score -2.92722e+07 nChanged 120936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -29343064.000000 Penalty: 6166.420410
	Iteration 1F: 3 clusters Score -2.934306e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131247 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -29343996.000000 Penalty: 6166.420410
	Iteration 2Q: 3 clusters Score -2.9344e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -29345096.000000 Penalty: 6166.420410
	Iteration 3Q: 3 clusters Score -2.93451e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -29346836.000000 Penalty: 6166.420410
	Iteration 4Q: 3 clusters Score -2.934684e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149746 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -29350004.000000 Penalty: 6166.420410
	Iteration 5Q: 3 clusters Score -2.935e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163191 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -29356280.000000 Penalty: 6166.420410
	Iteration 6F: 3 clusters Score -2.935628e+07 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181921 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -29366732.000000 Penalty: 6166.420410
	Iteration 7F: 3 clusters Score -2.936673e+07 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204288 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -29380788.000000 Penalty: 6166.420410
	Iteration 8F: 3 clusters Score -2.938079e+07 nChanged 19974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224248 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -29394514.000000 Penalty: 6166.420410
	Iteration 9F: 3 clusters Score -2.939451e+07 nChanged 12905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237137 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -29404378.000000 Penalty: 6166.420410
	Iteration 10F: 3 clusters Score -2.940438e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243958 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -29410294.000000 Penalty: 6166.420410
	Iteration 11Q: 3 clusters Score -2.941029e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247229 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -29413316.000000 Penalty: 6166.420410
	Iteration 12Q: 3 clusters Score -2.941332e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248699 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -29414802.000000 Penalty: 6166.420410
	Iteration 13Q: 3 clusters Score -2.94148e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -29415516.000000 Penalty: 6166.420410
	Iteration 14Q: 3 clusters Score -2.941552e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249752 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -29415856.000000 Penalty: 6166.420410
	Iteration 15Q: 3 clusters Score -2.941586e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249919 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -29416034.000000 Penalty: 6166.420410
	Iteration 16Q: 3 clusters Score -2.941603e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250014 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -29416144.000000 Penalty: 6166.420410
	Iteration 17Q: 3 clusters Score -2.941614e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -29416240.000000 Penalty: 6166.420410
	Iteration 18Q: 3 clusters Score -2.941624e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250100 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29416302.000000 Penalty: 6166.420410
	Iteration 19Q: 3 clusters Score -2.94163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250122 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -29416334.000000 Penalty: 6166.420410
	Iteration 20F: 3 clusters Score -2.941633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250137 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -29416378.000000 Penalty: 6166.420410
	Iteration 21Q: 3 clusters Score -2.941638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250149 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -29416404.000000 Penalty: 6166.420410
	Iteration 22Q: 3 clusters Score -2.94164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250160 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -29416402.000000 Penalty: 6166.420410
	Iteration 23Q: 3 clusters Score -2.94164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250176 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -29416432.000000 Penalty: 6166.420410
	Iteration 24Q: 3 clusters Score -2.941643e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250187 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29416426.000000 Penalty: 6166.420410
	Iteration 25Q: 3 clusters Score -2.941643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250195 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -29416450.000000 Penalty: 6166.420410
	Iteration 26Q: 3 clusters Score -2.941645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250205 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -29416482.000000 Penalty: 6166.420410
	Iteration 27Q: 3 clusters Score -2.941648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250209 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -29416490.000000 Penalty: 6166.420410
	Iteration 28Q: 3 clusters Score -2.941649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250214 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29416484.000000 Penalty: 6166.420410
	Iteration 29Q: 3 clusters Score -2.941648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250216 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -29416472.000000 Penalty: 6166.420410
	Iteration 30Q: 3 clusters Score -2.941647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29416472.000000 Penalty: 6166.420410
	Iteration 31Q: 3 clusters Score -2.941647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29416472.000000 Penalty: 6166.420410
	Iteration 32F: 3 clusters Score -2.941647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 94613 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 211830 members 
Mstep: Class 5 contains 10975 members 
Mstep: Class 7 contains 3747 members 
Mstep: Class 9 contains 4246 members 
Mstep: Class 10 contains 9789 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 18 contains 59987 members 
Mstep: Class 19 contains 48520 members 
Mstep: Class 20 contains 207780 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 250772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117992632.000000 Penalty: 58326.246094
Iteration 39Q: 18 clusters Score -1.179926e+08 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 95837 members 
Mstep: Class 3 contains 674 members 
Mstep: Class 4 contains 211237 members 
Mstep: Class 5 contains 11161 members 
Mstep: Class 6 contains 58541 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 10410 members 
Mstep: Class 11 contains 3074 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 16 contains 24785 members 
Mstep: Class 18 contains 59905 members 
Mstep: Class 19 contains 49178 members 
Mstep: Class 20 contains 207292 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 248243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117996944.000000 Penalty: 58326.246094
Iteration 40F: 18 clusters Score -1.179969e+08 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 96951 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 210269 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 59521 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 9 contains 4139 members 
Mstep: Class 10 contains 10701 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 14 contains 11362 members 
Mstep: Class 16 contains 27107 members 
Mstep: Class 18 contains 59785 members 
Mstep: Class 19 contains 49735 members 
Mstep: Class 20 contains 206133 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 244122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117999560.000000 Penalty: 58326.246094
Iteration 41Q: 18 clusters Score -1.179996e+08 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 98105 members 
Mstep: Class 3 contains 672 members 
Mstep: Class 4 contains 209580 members 
Mstep: Class 5 contains 12609 members 
Mstep: Class 6 contains 59994 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 10927 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 14 contains 11557 members 
Mstep: Class 16 contains 29381 members 
Mstep: Class 18 contains 59624 members 
Mstep: Class 19 contains 50294 members 
Mstep: Class 20 contains 205027 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 240425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118001688.000000 Penalty: 58326.246094
Iteration 42Q: 18 clusters Score -1.180017e+08 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 99226 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 208833 members 
Mstep: Class 5 contains 13193 members 
Mstep: Class 6 contains 60181 members 
Mstep: Class 7 contains 3451 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 14 contains 11717 members 
Mstep: Class 16 contains 31826 members 
Mstep: Class 18 contains 59501 members 
Mstep: Class 19 contains 50903 members 
Mstep: Class 20 contains 204008 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 236972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118004312.000000 Penalty: 58326.246094
Iteration 43Q: 18 clusters Score -1.180043e+08 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 100257 members 
Mstep: Class 3 contains 673 members 
Mstep: Class 4 contains 208146 members 
Mstep: Class 5 contains 13730 members 
Mstep: Class 6 contains 60112 members 
Mstep: Class 7 contains 3422 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 11220 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 16 contains 34373 members 
Mstep: Class 18 contains 59380 members 
Mstep: Class 19 contains 51471 members 
Mstep: Class 20 contains 203047 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 233853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118006224.000000 Penalty: 58326.246094
Iteration 44Q: 18 clusters Score -1.180062e+08 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 101308 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 207467 members 
Mstep: Class 5 contains 14276 members 
Mstep: Class 6 contains 59936 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 11331 members 
Mstep: Class 11 contains 3468 members 
Mstep: Class 14 contains 11943 members 
Mstep: Class 16 contains 36982 members 
Mstep: Class 18 contains 59257 members 
Mstep: Class 19 contains 52012 members 
Mstep: Class 20 contains 201946 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 230943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118008320.000000 Penalty: 58326.246094
Iteration 45Q: 18 clusters Score -1.180083e+08 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 102425 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 206777 members 
Mstep: Class 5 contains 14722 members 
Mstep: Class 6 contains 59670 members 
Mstep: Class 7 contains 3392 members 
Mstep: Class 9 contains 3843 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 3491 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 16 contains 39681 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 52540 members 
Mstep: Class 20 contains 200865 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 228191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118010288.000000 Penalty: 58326.246094
Iteration 46Q: 18 clusters Score -1.180103e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 103511 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 206066 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 59394 members 
Mstep: Class 7 contains 3385 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 11517 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 14 contains 12058 members 
Mstep: Class 16 contains 42496 members 
Mstep: Class 18 contains 59027 members 
Mstep: Class 19 contains 53089 members 
Mstep: Class 20 contains 199822 members 
Mstep: Class 21 contains 1000 members 
Mstep: Class 23 contains 225434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118012616.000000 Penalty: 58326.246094
Iteration 47Q: 18 clusters Score -1.180126e+08 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 104534 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 205327 members 
Mstep: Class 5 contains 15525 members 
Mstep: Class 6 contains 58994 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 11596 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 14 contains 12075 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 18 contains 58941 members 
Mstep: Class 19 contains 53565 members 
Mstep: Class 20 contains 198759 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 223054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118014912.000000 Penalty: 58326.246094
Iteration 48Q: 18 clusters Score -1.180149e+08 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 105513 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 204564 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 6 contains 58583 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 11655 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 14 contains 12087 members 
Mstep: Class 16 contains 47993 members 
Mstep: Class 18 contains 58846 members 
Mstep: Class 19 contains 53990 members 
Mstep: Class 20 contains 197855 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 220796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118017312.000000 Penalty: 58326.246094
Iteration 49Q: 18 clusters Score -1.180173e+08 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 106451 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 203769 members 
Mstep: Class 5 contains 16094 members 
Mstep: Class 6 contains 58116 members 
Mstep: Class 7 contains 3363 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 11684 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 16 contains 50692 members 
Mstep: Class 18 contains 58747 members 
Mstep: Class 19 contains 54358 members 
Mstep: Class 20 contains 196981 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 23 contains 218760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118019472.000000 Penalty: 58326.246094
Iteration 50Q: 18 clusters Score -1.180195e+08 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 107337 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 202998 members 
Mstep: Class 5 contains 16301 members 
Mstep: Class 6 contains 57584 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 11688 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 16 contains 53307 members 
Mstep: Class 18 contains 58641 members 
Mstep: Class 19 contains 54699 members 
Mstep: Class 20 contains 196041 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 217133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118020888.000000 Penalty: 58326.246094
Iteration 51Q: 18 clusters Score -1.180209e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 108247 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 202231 members 
Mstep: Class 5 contains 16449 members 
Mstep: Class 6 contains 57092 members 
Mstep: Class 7 contains 3353 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 11695 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 14 contains 12064 members 
Mstep: Class 16 contains 55695 members 
Mstep: Class 18 contains 58527 members 
Mstep: Class 19 contains 54977 members 
Mstep: Class 20 contains 195100 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 215828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118022656.000000 Penalty: 58326.246094
Iteration 52Q: 18 clusters Score -1.180227e+08 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 109164 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 201541 members 
Mstep: Class 5 contains 16568 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 11682 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 16 contains 57942 members 
Mstep: Class 18 contains 58454 members 
Mstep: Class 19 contains 55209 members 
Mstep: Class 20 contains 194124 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 214676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118024232.000000 Penalty: 58326.246094
Iteration 53Q: 18 clusters Score -1.180242e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 110026 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 200870 members 
Mstep: Class 5 contains 16663 members 
Mstep: Class 6 contains 56080 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 11657 members 
Mstep: Class 11 contains 3405 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 16 contains 59991 members 
Mstep: Class 18 contains 58381 members 
Mstep: Class 19 contains 55363 members 
Mstep: Class 20 contains 193154 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 213916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118025392.000000 Penalty: 58326.246094
Iteration 54Q: 18 clusters Score -1.180254e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 110825 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 200233 members 
Mstep: Class 5 contains 16731 members 
Mstep: Class 6 contains 55604 members 
Mstep: Class 7 contains 3346 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 11647 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 14 contains 11937 members 
Mstep: Class 16 contains 61822 members 
Mstep: Class 18 contains 58308 members 
Mstep: Class 19 contains 55516 members 
Mstep: Class 20 contains 192186 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 213362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118027152.000000 Penalty: 58326.246094
Iteration 55Q: 18 clusters Score -1.180272e+08 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 111575 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 199570 members 
Mstep: Class 5 contains 16769 members 
Mstep: Class 6 contains 55136 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 11602 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 14 contains 11906 members 
Mstep: Class 16 contains 63539 members 
Mstep: Class 18 contains 58249 members 
Mstep: Class 19 contains 55636 members 
Mstep: Class 20 contains 191248 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 213036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118028688.000000 Penalty: 58326.246094
Iteration 56Q: 18 clusters Score -1.180287e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 112346 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 198896 members 
Mstep: Class 5 contains 16775 members 
Mstep: Class 6 contains 54694 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 11549 members 
Mstep: Class 11 contains 3280 members 
Mstep: Class 14 contains 11897 members 
Mstep: Class 16 contains 65180 members 
Mstep: Class 18 contains 58205 members 
Mstep: Class 19 contains 55690 members 
Mstep: Class 20 contains 190219 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 212913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118029992.000000 Penalty: 58326.246094
Iteration 57Q: 18 clusters Score -1.1803e+08 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 113049 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 198235 members 
Mstep: Class 5 contains 16807 members 
Mstep: Class 6 contains 54250 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 11514 members 
Mstep: Class 11 contains 3232 members 
Mstep: Class 14 contains 11916 members 
Mstep: Class 16 contains 66705 members 
Mstep: Class 18 contains 58155 members 
Mstep: Class 19 contains 55701 members 
Mstep: Class 20 contains 189225 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 212943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118031464.000000 Penalty: 58326.246094
Iteration 58Q: 18 clusters Score -1.180315e+08 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 113703 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 197606 members 
Mstep: Class 5 contains 16809 members 
Mstep: Class 6 contains 53803 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 11474 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 14 contains 11927 members 
Mstep: Class 16 contains 68055 members 
Mstep: Class 18 contains 58119 members 
Mstep: Class 19 contains 55701 members 
Mstep: Class 20 contains 188414 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 23 contains 213002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118032792.000000 Penalty: 58326.246094
Iteration 59Q: 18 clusters Score -1.180328e+08 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 114326 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 196999 members 
Mstep: Class 5 contains 16799 members 
Mstep: Class 6 contains 53375 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 11428 members 
Mstep: Class 11 contains 3129 members 
Mstep: Class 14 contains 11932 members 
Mstep: Class 16 contains 69267 members 
Mstep: Class 18 contains 58082 members 
Mstep: Class 19 contains 55699 members 
Mstep: Class 20 contains 187666 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 23 contains 213165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118034128.000000 Penalty: 58326.246094
Iteration 60F: 18 clusters Score -1.180341e+08 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 114846 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 196485 members 
Mstep: Class 5 contains 16840 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 14 contains 11944 members 
Mstep: Class 16 contains 70815 members 
Mstep: Class 18 contains 58067 members 
Mstep: Class 19 contains 55670 members 
Mstep: Class 20 contains 186955 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 212887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118035840.000000 Penalty: 58326.246094
Iteration 61Q: 18 clusters Score -1.180358e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 115303 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 196016 members 
Mstep: Class 5 contains 16878 members 
Mstep: Class 6 contains 52557 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 3051 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 16 contains 72198 members 
Mstep: Class 18 contains 58047 members 
Mstep: Class 19 contains 55637 members 
Mstep: Class 20 contains 186353 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 212706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118036696.000000 Penalty: 58326.246094
Iteration 62Q: 18 clusters Score -1.180367e+08 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 115714 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 195604 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 52172 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 11286 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 16 contains 73486 members 
Mstep: Class 18 contains 58040 members 
Mstep: Class 19 contains 55595 members 
Mstep: Class 20 contains 185765 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 212517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118037680.000000 Penalty: 58326.246094
Iteration 63Q: 18 clusters Score -1.180377e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 116066 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 195225 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 51781 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 16 contains 74683 members 
Mstep: Class 18 contains 58021 members 
Mstep: Class 19 contains 55532 members 
Mstep: Class 20 contains 185234 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 212436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3389.097412 but Gain 3430.957031
Score: -118038968.000000 Penalty: 54895.289062
Iteration 64Q: 17 clusters Score -1.18039e+08 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 116761 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 195101 members 
Mstep: Class 5 contains 17079 members 
Mstep: Class 6 contains 51595 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 10 contains 11199 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 14 contains 11943 members 
Mstep: Class 16 contains 75763 members 
Mstep: Class 18 contains 58004 members 
Mstep: Class 19 contains 55536 members 
Mstep: Class 20 contains 185049 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 23 contains 213780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118042224.000000 Penalty: 54895.289062
Iteration 65Q: 17 clusters Score -1.180422e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 117025 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 194637 members 
Mstep: Class 5 contains 17117 members 
Mstep: Class 6 contains 50995 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 16 contains 76749 members 
Mstep: Class 18 contains 58009 members 
Mstep: Class 19 contains 55439 members 
Mstep: Class 20 contains 184438 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 23 contains 214325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118043224.000000 Penalty: 54895.289062
Iteration 66Q: 17 clusters Score -1.180432e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 117206 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 194145 members 
Mstep: Class 5 contains 17128 members 
Mstep: Class 6 contains 50392 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 10 contains 11137 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 16 contains 77703 members 
Mstep: Class 18 contains 57996 members 
Mstep: Class 19 contains 55308 members 
Mstep: Class 20 contains 183887 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 215023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118044016.000000 Penalty: 54895.289062
Iteration 67Q: 17 clusters Score -1.18044e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 117342 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 193660 members 
Mstep: Class 5 contains 17222 members 
Mstep: Class 6 contains 49866 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 10 contains 11119 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 16 contains 78590 members 
Mstep: Class 18 contains 57998 members 
Mstep: Class 19 contains 55119 members 
Mstep: Class 20 contains 183319 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 215724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045024.000000 Penalty: 54895.289062
Iteration 68Q: 17 clusters Score -1.18045e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 117407 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 193246 members 
Mstep: Class 5 contains 17283 members 
Mstep: Class 6 contains 49355 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 14 contains 11950 members 
Mstep: Class 16 contains 79388 members 
Mstep: Class 18 contains 57997 members 
Mstep: Class 19 contains 54941 members 
Mstep: Class 20 contains 182811 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 216448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118045552.000000 Penalty: 54895.289062
Iteration 69Q: 17 clusters Score -1.180456e+08 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 117397 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 192875 members 
Mstep: Class 5 contains 17337 members 
Mstep: Class 6 contains 48900 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 14 contains 11950 members 
Mstep: Class 16 contains 80073 members 
Mstep: Class 18 contains 58011 members 
Mstep: Class 19 contains 54772 members 
Mstep: Class 20 contains 182354 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 217205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046192.000000 Penalty: 54895.289062
Iteration 70Q: 17 clusters Score -1.180462e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 117308 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 192515 members 
Mstep: Class 5 contains 17380 members 
Mstep: Class 6 contains 48482 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 10 contains 11085 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 14 contains 11956 members 
Mstep: Class 16 contains 80683 members 
Mstep: Class 18 contains 58032 members 
Mstep: Class 19 contains 54587 members 
Mstep: Class 20 contains 181965 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 218011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118046752.000000 Penalty: 54895.289062
Iteration 71Q: 17 clusters Score -1.180468e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 117173 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 192198 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 48108 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 16 contains 81226 members 
Mstep: Class 18 contains 58059 members 
Mstep: Class 19 contains 54432 members 
Mstep: Class 20 contains 181606 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 218766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047240.000000 Penalty: 54895.289062
Iteration 72Q: 17 clusters Score -1.180472e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 117003 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 191906 members 
Mstep: Class 5 contains 17470 members 
Mstep: Class 6 contains 47760 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 10 contains 11079 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 14 contains 11972 members 
Mstep: Class 16 contains 81785 members 
Mstep: Class 18 contains 58085 members 
Mstep: Class 19 contains 54287 members 
Mstep: Class 20 contains 181300 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 219436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118047632.000000 Penalty: 54895.289062
Iteration 73Q: 17 clusters Score -1.180476e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 116849 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 191692 members 
Mstep: Class 5 contains 17496 members 
Mstep: Class 6 contains 47479 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11069 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 14 contains 11976 members 
Mstep: Class 16 contains 82312 members 
Mstep: Class 18 contains 58097 members 
Mstep: Class 19 contains 54151 members 
Mstep: Class 20 contains 181029 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 219982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048128.000000 Penalty: 54895.289062
Iteration 74Q: 17 clusters Score -1.180481e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 116692 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 191462 members 
Mstep: Class 5 contains 17521 members 
Mstep: Class 6 contains 47211 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 14 contains 11982 members 
Mstep: Class 16 contains 82812 members 
Mstep: Class 18 contains 58114 members 
Mstep: Class 19 contains 54007 members 
Mstep: Class 20 contains 180816 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 220487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118048584.000000 Penalty: 54895.289062
Iteration 75Q: 17 clusters Score -1.180486e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 116491 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 191290 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 16 contains 83254 members 
Mstep: Class 18 contains 58128 members 
Mstep: Class 19 contains 53890 members 
Mstep: Class 20 contains 180616 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 220957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049104.000000 Penalty: 54895.289062
Iteration 76Q: 17 clusters Score -1.180491e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 116290 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 191118 members 
Mstep: Class 5 contains 17591 members 
Mstep: Class 6 contains 46767 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11048 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 16 contains 83658 members 
Mstep: Class 18 contains 58139 members 
Mstep: Class 19 contains 53781 members 
Mstep: Class 20 contains 180460 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 221390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049448.000000 Penalty: 54895.289062
Iteration 77Q: 17 clusters Score -1.180494e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 116118 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 190955 members 
Mstep: Class 5 contains 17616 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11031 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 14 contains 12014 members 
Mstep: Class 16 contains 84026 members 
Mstep: Class 18 contains 58157 members 
Mstep: Class 19 contains 53698 members 
Mstep: Class 20 contains 180317 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 221742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118049992.000000 Penalty: 54895.289062
Iteration 78Q: 17 clusters Score -1.1805e+08 nChanged 1597
Entering ConstructFrom: 
Score: -118049992.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Entering Unmasked Estep 
Score: -2261569.250000 Penalty: 2448.817627
	Iteration 0F: 2 clusters Score -2261569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2247882.750000 Penalty: 4897.635254
	Iteration 0F: 3 clusters Score -2247883 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2252373.750000 Penalty: 4897.635254
	Iteration 1F: 3 clusters Score -2252374 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2252953.000000 Penalty: 4897.635254
	Iteration 2F: 3 clusters Score -2252953 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2253564.750000 Penalty: 4897.635254
	Iteration 3F: 3 clusters Score -2253565 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2254276.750000 Penalty: 4897.635254
	Iteration 4F: 3 clusters Score -2254277 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2255147.000000 Penalty: 4897.635254
	Iteration 5F: 3 clusters Score -2255147 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2256133.000000 Penalty: 4897.635254
	Iteration 6F: 3 clusters Score -2256133 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2257145.000000 Penalty: 4897.635254
	Iteration 7F: 3 clusters Score -2257145 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2258061.000000 Penalty: 4897.635254
	Iteration 8F: 3 clusters Score -2258061 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2258757.000000 Penalty: 4897.635254
	Iteration 9Q: 3 clusters Score -2258757 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2259252.500000 Penalty: 4897.635254
	Iteration 10Q: 3 clusters Score -2259252 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2259502.000000 Penalty: 4897.635254
	Iteration 11Q: 3 clusters Score -2259502 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2259659.750000 Penalty: 4897.635254
	Iteration 12Q: 3 clusters Score -2259660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2259762.250000 Penalty: 4897.635254
	Iteration 13Q: 3 clusters Score -2259762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2259830.500000 Penalty: 4897.635254
	Iteration 14Q: 3 clusters Score -2259830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2259894.000000 Penalty: 4897.635254
	Iteration 15Q: 3 clusters Score -2259894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2259937.250000 Penalty: 4897.635254
	Iteration 16Q: 3 clusters Score -2259937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2259966.250000 Penalty: 4897.635254
	Iteration 17Q: 3 clusters Score -2259966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2259987.750000 Penalty: 4897.635254
	Iteration 18Q: 3 clusters Score -2259988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2260003.250000 Penalty: 4897.635254
	Iteration 19Q: 3 clusters Score -2260003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2260009.750000 Penalty: 4897.635254
	Iteration 20F: 3 clusters Score -2260010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2260017.500000 Penalty: 4897.635254
	Iteration 21Q: 3 clusters Score -2260018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2260018.500000 Penalty: 4897.635254
	Iteration 22Q: 3 clusters Score -2260018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2260023.750000 Penalty: 4897.635254
	Iteration 23Q: 3 clusters Score -2260024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2260036.000000 Penalty: 4897.635254
	Iteration 24Q: 3 clusters Score -2260036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2260047.500000 Penalty: 4897.635254
	Iteration 25Q: 3 clusters Score -2260048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2260048.250000 Penalty: 4897.635254
	Iteration 26Q: 3 clusters Score -2260048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2260053.250000 Penalty: 4897.635254
	Iteration 27Q: 3 clusters Score -2260053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2260060.000000 Penalty: 4897.635254
	Iteration 28Q: 3 clusters Score -2260060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2260057.000000 Penalty: 4897.635254
	Iteration 29Q: 3 clusters Score -2260057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2260058.250000 Penalty: 4897.635254
	Iteration 30Q: 3 clusters Score -2260058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2260060.750000 Penalty: 4897.635254
	Iteration 31Q: 3 clusters Score -2260061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2260062.500000 Penalty: 4897.635254
	Iteration 32Q: 3 clusters Score -2260062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2260070.750000 Penalty: 4897.635254
	Iteration 33Q: 3 clusters Score -2260071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2260074.750000 Penalty: 4897.635254
	Iteration 34Q: 3 clusters Score -2260075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2260072.000000 Penalty: 4897.635254
	Iteration 35Q: 3 clusters Score -2260072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2260072.000000 Penalty: 4897.635254
	Iteration 36Q: 3 clusters Score -2260072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2260073.000000 Penalty: 4897.635254
	Iteration 37Q: 3 clusters Score -2260073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2260075.750000 Penalty: 4897.635254
	Iteration 38Q: 3 clusters Score -2260076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2260077.000000 Penalty: 4897.635254
	Iteration 39Q: 3 clusters Score -2260077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2260088.250000 Penalty: 4897.635254
	Iteration 40F: 3 clusters Score -2260088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2260086.500000 Penalty: 4897.635254
	Iteration 41Q: 3 clusters Score -2260086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2260090.250000 Penalty: 4897.635254
	Iteration 42Q: 3 clusters Score -2260090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2260092.000000 Penalty: 4897.635254
	Iteration 43Q: 3 clusters Score -2260092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2260094.000000 Penalty: 4897.635254
	Iteration 44Q: 3 clusters Score -2260094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2260094.750000 Penalty: 4897.635254
	Iteration 45Q: 3 clusters Score -2260095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2260093.750000 Penalty: 4897.635254
	Iteration 46Q: 3 clusters Score -2260094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2260094.500000 Penalty: 4897.635254
	Iteration 47Q: 3 clusters Score -2260094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2260092.750000 Penalty: 4897.635254
	Iteration 48Q: 3 clusters Score -2260093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2260097.750000 Penalty: 4897.635254
	Iteration 49Q: 3 clusters Score -2260098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2260103.000000 Penalty: 4897.635254
	Iteration 50Q: 3 clusters Score -2260103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2260105.500000 Penalty: 4897.635254
	Iteration 51Q: 3 clusters Score -2260106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2260110.000000 Penalty: 4897.635254
	Iteration 52Q: 3 clusters Score -2260110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2260111.750000 Penalty: 4897.635254
	Iteration 53Q: 3 clusters Score -2260112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2260113.750000 Penalty: 4897.635254
	Iteration 54Q: 3 clusters Score -2260114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2260114.250000 Penalty: 4897.635254
	Iteration 55Q: 3 clusters Score -2260114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2260112.750000 Penalty: 4897.635254
	Iteration 56Q: 3 clusters Score -2260113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2260112.750000 Penalty: 4897.635254
	Iteration 57F: 3 clusters Score -2260113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115944 members 
Entering Unmasked Estep 
Score: -13727556.000000 Penalty: 2891.894043
	Iteration 0F: 2 clusters Score -1.372756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -13650056.000000 Penalty: 5783.788086
	Iteration 0F: 3 clusters Score -1.365006e+07 nChanged 54834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -13681571.000000 Penalty: 5783.788086
	Iteration 1F: 3 clusters Score -1.368157e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -13682300.000000 Penalty: 5783.788086
	Iteration 2Q: 3 clusters Score -1.36823e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -13683094.000000 Penalty: 5783.788086
	Iteration 3Q: 3 clusters Score -1.368309e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -13683940.000000 Penalty: 5783.788086
	Iteration 4Q: 3 clusters Score -1.368394e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -13685226.000000 Penalty: 5783.788086
	Iteration 5Q: 3 clusters Score -1.368523e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -13687335.000000 Penalty: 5783.788086
	Iteration 6Q: 3 clusters Score -1.368734e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -13690972.000000 Penalty: 5783.788086
	Iteration 7F: 3 clusters Score -1.369097e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -13696865.000000 Penalty: 5783.788086
	Iteration 8F: 3 clusters Score -1.369686e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -13704417.000000 Penalty: 5783.788086
	Iteration 9F: 3 clusters Score -1.370442e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -13711744.000000 Penalty: 5783.788086
	Iteration 10F: 3 clusters Score -1.371174e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -13717103.000000 Penalty: 5783.788086
	Iteration 11F: 3 clusters Score -1.37171e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -13720515.000000 Penalty: 5783.788086
	Iteration 12Q: 3 clusters Score -1.372052e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -13722511.000000 Penalty: 5783.788086
	Iteration 13Q: 3 clusters Score -1.372251e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 113980 members 
Entering Unmasked Estep 
Score: -13723749.000000 Penalty: 5783.788086
	Iteration 14Q: 3 clusters Score -1.372375e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 114709 members 
Entering Unmasked Estep 
Score: -13724297.000000 Penalty: 5783.788086
	Iteration 15Q: 3 clusters Score -1.37243e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -13724571.000000 Penalty: 5783.788086
	Iteration 16Q: 3 clusters Score -1.372457e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -13724741.000000 Penalty: 5783.788086
	Iteration 17Q: 3 clusters Score -1.372474e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 115346 members 
Entering Unmasked Estep 
Score: -13724876.000000 Penalty: 5783.788086
	Iteration 18Q: 3 clusters Score -1.372488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -13724931.000000 Penalty: 5783.788086
	Iteration 19Q: 3 clusters Score -1.372493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -13724999.000000 Penalty: 5783.788086
	Iteration 20F: 3 clusters Score -1.3725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -13725019.000000 Penalty: 5783.788086
	Iteration 21Q: 3 clusters Score -1.372502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -13725044.000000 Penalty: 5783.788086
	Iteration 22Q: 3 clusters Score -1.372504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -13725063.000000 Penalty: 5783.788086
	Iteration 23Q: 3 clusters Score -1.372506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -13725079.000000 Penalty: 5783.788086
	Iteration 24Q: 3 clusters Score -1.372508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 115524 members 
Entering Unmasked Estep 
Score: -13725088.000000 Penalty: 5783.788086
	Iteration 25Q: 3 clusters Score -1.372509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -13725111.000000 Penalty: 5783.788086
	Iteration 26Q: 3 clusters Score -1.372511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -13725134.000000 Penalty: 5783.788086
	Iteration 27Q: 3 clusters Score -1.372513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -13725145.000000 Penalty: 5783.788086
	Iteration 28Q: 3 clusters Score -1.372514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -13725155.000000 Penalty: 5783.788086
	Iteration 29Q: 3 clusters Score -1.372516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -13725162.000000 Penalty: 5783.788086
	Iteration 30Q: 3 clusters Score -1.372516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 115553 members 
Entering Unmasked Estep 
Score: -13725168.000000 Penalty: 5783.788086
	Iteration 31Q: 3 clusters Score -1.372517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -13725164.000000 Penalty: 5783.788086
	Iteration 32Q: 3 clusters Score -1.372516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -13725165.000000 Penalty: 5783.788086
	Iteration 33Q: 3 clusters Score -1.372516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 115556 members 
Entering Unmasked Estep 
Score: -13725171.000000 Penalty: 5783.788086
	Iteration 34Q: 3 clusters Score -1.372517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 115560 members 
Entering Unmasked Estep 
Score: -13725164.000000 Penalty: 5783.788086
	Iteration 35Q: 3 clusters Score -1.372516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -13725176.000000 Penalty: 5783.788086
	Iteration 36Q: 3 clusters Score -1.372518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -13725176.000000 Penalty: 5783.788086
	Iteration 37F: 3 clusters Score -1.372518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -69497.351562 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -69497.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67870.773438 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -67870.77 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68109.476562 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -68109.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68266.710938 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -68266.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68373.117188 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -68373.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68509.312500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -68509.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68575.000000 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -68575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68647.304688 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -68647.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68778.234375 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -68778.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68826.375000 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -68826.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68852.500000 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -68852.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68876.789062 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -68876.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68884.781250 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -68884.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68897.015625 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -68897.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68902.828125 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -68902.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68904.687500 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -68904.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68906.445312 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -68906.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68908.367188 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -68908.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68908.960938 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -68908.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68913.992188 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -68913.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68921.109375 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -68921.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68922.398438 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -68922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68927.671875 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -68927.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68927.671875 Penalty: 3215.621338
	Iteration 22F: 3 clusters Score -68927.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190810 members 
Entering Unmasked Estep 
Score: -22647962.000000 Penalty: 3015.440430
	Iteration 0F: 2 clusters Score -2.264796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -22534804.000000 Penalty: 6030.880859
	Iteration 0F: 3 clusters Score -2.25348e+07 nChanged 91796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -22588738.000000 Penalty: 6030.880859
	Iteration 1F: 3 clusters Score -2.258874e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -22590328.000000 Penalty: 6030.880859
	Iteration 2Q: 3 clusters Score -2.259033e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -22592840.000000 Penalty: 6030.880859
	Iteration 3Q: 3 clusters Score -2.259284e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -22597698.000000 Penalty: 6030.880859
	Iteration 4F: 3 clusters Score -2.25977e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -22606622.000000 Penalty: 6030.880859
	Iteration 5F: 3 clusters Score -2.260662e+07 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -22620830.000000 Penalty: 6030.880859
	Iteration 6F: 3 clusters Score -2.262083e+07 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -22634244.000000 Penalty: 6030.880859
	Iteration 7F: 3 clusters Score -2.263424e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -22641444.000000 Penalty: 6030.880859
	Iteration 8F: 3 clusters Score -2.264144e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184757 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -22644732.000000 Penalty: 6030.880859
	Iteration 9Q: 3 clusters Score -2.264473e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -22646096.000000 Penalty: 6030.880859
	Iteration 10Q: 3 clusters Score -2.26461e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187917 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -22646920.000000 Penalty: 6030.880859
	Iteration 11Q: 3 clusters Score -2.264692e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22647390.000000 Penalty: 6030.880859
	Iteration 12Q: 3 clusters Score -2.264739e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188236 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -22647610.000000 Penalty: 6030.880859
	Iteration 13Q: 3 clusters Score -2.264761e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188260 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -22647752.000000 Penalty: 6030.880859
	Iteration 14Q: 3 clusters Score -2.264775e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -22647806.000000 Penalty: 6030.880859
	Iteration 15Q: 3 clusters Score -2.264781e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188300 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -22647832.000000 Penalty: 6030.880859
	Iteration 16Q: 3 clusters Score -2.264783e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22647906.000000 Penalty: 6030.880859
	Iteration 17Q: 3 clusters Score -2.264791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188328 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22647944.000000 Penalty: 6030.880859
	Iteration 18Q: 3 clusters Score -2.264794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188329 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22647938.000000 Penalty: 6030.880859
	Iteration 19Q: 3 clusters Score -2.264794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188331 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -22647956.000000 Penalty: 6030.880859
	Iteration 20F: 3 clusters Score -2.264796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188338 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -22647956.000000 Penalty: 6030.880859
	Iteration 21Q: 3 clusters Score -2.264796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188341 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -22647962.000000 Penalty: 6030.880859
	Iteration 22Q: 3 clusters Score -2.264796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188343 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22647952.000000 Penalty: 6030.880859
	Iteration 23Q: 3 clusters Score -2.264795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188348 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -22647920.000000 Penalty: 6030.880859
	Iteration 24Q: 3 clusters Score -2.264792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188359 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22647964.000000 Penalty: 6030.880859
	Iteration 25Q: 3 clusters Score -2.264796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -22647956.000000 Penalty: 6030.880859
	Iteration 26Q: 3 clusters Score -2.264796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22647964.000000 Penalty: 6030.880859
	Iteration 27Q: 3 clusters Score -2.264796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188366 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -22647974.000000 Penalty: 6030.880859
	Iteration 28Q: 3 clusters Score -2.264797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188370 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22647974.000000 Penalty: 6030.880859
	Iteration 29Q: 3 clusters Score -2.264797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188371 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22647956.000000 Penalty: 6030.880859
	Iteration 30Q: 3 clusters Score -2.264796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22647962.000000 Penalty: 6030.880859
	Iteration 31Q: 3 clusters Score -2.264796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22647968.000000 Penalty: 6030.880859
	Iteration 32Q: 3 clusters Score -2.264797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188373 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -22647966.000000 Penalty: 6030.880859
	Iteration 33Q: 3 clusters Score -2.264797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22647970.000000 Penalty: 6030.880859
	Iteration 34Q: 3 clusters Score -2.264797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188376 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -22647966.000000 Penalty: 6030.880859
	Iteration 35Q: 3 clusters Score -2.264797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188377 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22647992.000000 Penalty: 6030.880859
	Iteration 36Q: 3 clusters Score -2.264799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -22647980.000000 Penalty: 6030.880859
	Iteration 37Q: 3 clusters Score -2.264798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188382 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -22647974.000000 Penalty: 6030.880859
	Iteration 38Q: 3 clusters Score -2.264797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22647980.000000 Penalty: 6030.880859
	Iteration 39Q: 3 clusters Score -2.264798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22647964.000000 Penalty: 6030.880859
	Iteration 40F: 3 clusters Score -2.264796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -22647974.000000 Penalty: 6030.880859
	Iteration 41Q: 3 clusters Score -2.264797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -22647974.000000 Penalty: 6030.880859
	Iteration 42F: 3 clusters Score -2.264797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115944 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 188392 members 
Mstep: Class 5 contains 17645 members 
Mstep: Class 6 contains 46406 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 2418 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 14 contains 12014 members 
Mstep: Class 16 contains 84347 members 
Mstep: Class 18 contains 58161 members 
Mstep: Class 19 contains 53622 members 
Mstep: Class 20 contains 180208 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 222101 members 
Entering Unmasked Estep 
Score: -118049800.000000 Penalty: 58326.246094
Splitting cluster 4 changes total score from -118049992.000000 to -118049800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (17645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Entering Unmasked Estep 
Score: -2115559.500000 Penalty: 2424.995605
	Iteration 0F: 2 clusters Score -2115560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2103027.000000 Penalty: 4849.991211
	Iteration 0F: 3 clusters Score -2103027 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2107043.500000 Penalty: 4849.991211
	Iteration 1F: 3 clusters Score -2107044 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2107432.750000 Penalty: 4849.991211
	Iteration 2F: 3 clusters Score -2107433 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2107728.500000 Penalty: 4849.991211
	Iteration 3Q: 3 clusters Score -2107728 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2107989.000000 Penalty: 4849.991211
	Iteration 4Q: 3 clusters Score -2107989 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2108241.750000 Penalty: 4849.991211
	Iteration 5Q: 3 clusters Score -2108242 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2108511.250000 Penalty: 4849.991211
	Iteration 6Q: 3 clusters Score -2108511 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2108799.750000 Penalty: 4849.991211
	Iteration 7Q: 3 clusters Score -2108800 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2109078.500000 Penalty: 4849.991211
	Iteration 8Q: 3 clusters Score -2109078 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2109386.750000 Penalty: 4849.991211
	Iteration 9Q: 3 clusters Score -2109387 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2109776.250000 Penalty: 4849.991211
	Iteration 10Q: 3 clusters Score -2109776 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2110207.750000 Penalty: 4849.991211
	Iteration 11Q: 3 clusters Score -2110208 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2110731.250000 Penalty: 4849.991211
	Iteration 12Q: 3 clusters Score -2110731 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2111194.250000 Penalty: 4849.991211
	Iteration 13Q: 3 clusters Score -2111194 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2111556.000000 Penalty: 4849.991211
	Iteration 14Q: 3 clusters Score -2111556 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2111773.500000 Penalty: 4849.991211
	Iteration 15Q: 3 clusters Score -2111774 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2111906.750000 Penalty: 4849.991211
	Iteration 16Q: 3 clusters Score -2111907 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2112007.000000 Penalty: 4849.991211
	Iteration 17Q: 3 clusters Score -2112007 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2112059.250000 Penalty: 4849.991211
	Iteration 18Q: 3 clusters Score -2112059 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2112105.750000 Penalty: 4849.991211
	Iteration 19Q: 3 clusters Score -2112106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2112143.750000 Penalty: 4849.991211
	Iteration 20F: 3 clusters Score -2112144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2112181.750000 Penalty: 4849.991211
	Iteration 21Q: 3 clusters Score -2112182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2112207.000000 Penalty: 4849.991211
	Iteration 22Q: 3 clusters Score -2112207 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2112238.750000 Penalty: 4849.991211
	Iteration 23Q: 3 clusters Score -2112239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2112267.000000 Penalty: 4849.991211
	Iteration 24Q: 3 clusters Score -2112267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2112283.250000 Penalty: 4849.991211
	Iteration 25Q: 3 clusters Score -2112283 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2112297.750000 Penalty: 4849.991211
	Iteration 26Q: 3 clusters Score -2112298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2112310.250000 Penalty: 4849.991211
	Iteration 27Q: 3 clusters Score -2112310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2112322.250000 Penalty: 4849.991211
	Iteration 28Q: 3 clusters Score -2112322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2112334.750000 Penalty: 4849.991211
	Iteration 29Q: 3 clusters Score -2112335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2112333.750000 Penalty: 4849.991211
	Iteration 30Q: 3 clusters Score -2112334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2112340.250000 Penalty: 4849.991211
	Iteration 31Q: 3 clusters Score -2112340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2112343.500000 Penalty: 4849.991211
	Iteration 32Q: 3 clusters Score -2112344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2112354.750000 Penalty: 4849.991211
	Iteration 33Q: 3 clusters Score -2112355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2112365.750000 Penalty: 4849.991211
	Iteration 34Q: 3 clusters Score -2112366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2112372.250000 Penalty: 4849.991211
	Iteration 35Q: 3 clusters Score -2112372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2112377.250000 Penalty: 4849.991211
	Iteration 36Q: 3 clusters Score -2112377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2112385.250000 Penalty: 4849.991211
	Iteration 37Q: 3 clusters Score -2112385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2112388.000000 Penalty: 4849.991211
	Iteration 38Q: 3 clusters Score -2112388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2112403.500000 Penalty: 4849.991211
	Iteration 39Q: 3 clusters Score -2112404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2112400.500000 Penalty: 4849.991211
	Iteration 40F: 3 clusters Score -2112400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2112405.000000 Penalty: 4849.991211
	Iteration 41Q: 3 clusters Score -2112405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2112410.500000 Penalty: 4849.991211
	Iteration 42Q: 3 clusters Score -2112410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2112412.500000 Penalty: 4849.991211
	Iteration 43Q: 3 clusters Score -2112412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2112416.000000 Penalty: 4849.991211
	Iteration 44Q: 3 clusters Score -2112416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2112420.250000 Penalty: 4849.991211
	Iteration 45Q: 3 clusters Score -2112420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2112424.500000 Penalty: 4849.991211
	Iteration 46Q: 3 clusters Score -2112424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2112422.750000 Penalty: 4849.991211
	Iteration 47Q: 3 clusters Score -2112423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2112425.750000 Penalty: 4849.991211
	Iteration 48Q: 3 clusters Score -2112426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2112430.750000 Penalty: 4849.991211
	Iteration 49Q: 3 clusters Score -2112431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2112431.000000 Penalty: 4849.991211
	Iteration 50Q: 3 clusters Score -2112431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2112426.750000 Penalty: 4849.991211
	Iteration 51Q: 3 clusters Score -2112427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2112431.500000 Penalty: 4849.991211
	Iteration 52Q: 3 clusters Score -2112432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2112434.250000 Penalty: 4849.991211
	Iteration 53Q: 3 clusters Score -2112434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2112429.250000 Penalty: 4849.991211
	Iteration 54Q: 3 clusters Score -2112429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2112435.750000 Penalty: 4849.991211
	Iteration 55Q: 3 clusters Score -2112436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2112437.500000 Penalty: 4849.991211
	Iteration 56Q: 3 clusters Score -2112438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2112440.000000 Penalty: 4849.991211
	Iteration 57Q: 3 clusters Score -2112440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2112438.250000 Penalty: 4849.991211
	Iteration 58Q: 3 clusters Score -2112438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2112435.500000 Penalty: 4849.991211
	Iteration 59Q: 3 clusters Score -2112436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2112436.750000 Penalty: 4849.991211
	Iteration 60F: 3 clusters Score -2112437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2112438.000000 Penalty: 4849.991211
	Iteration 61Q: 3 clusters Score -2112438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2112438.250000 Penalty: 4849.991211
	Iteration 62Q: 3 clusters Score -2112438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2112437.250000 Penalty: 4849.991211
	Iteration 63Q: 3 clusters Score -2112437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2112437.750000 Penalty: 4849.991211
	Iteration 64Q: 3 clusters Score -2112438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2112438.500000 Penalty: 4849.991211
	Iteration 65Q: 3 clusters Score -2112438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2112440.750000 Penalty: 4849.991211
	Iteration 66Q: 3 clusters Score -2112441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2112442.500000 Penalty: 4849.991211
	Iteration 67Q: 3 clusters Score -2112442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2112440.250000 Penalty: 4849.991211
	Iteration 68Q: 3 clusters Score -2112440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2112442.500000 Penalty: 4849.991211
	Iteration 69Q: 3 clusters Score -2112442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2112439.750000 Penalty: 4849.991211
	Iteration 70Q: 3 clusters Score -2112440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2112440.500000 Penalty: 4849.991211
	Iteration 71Q: 3 clusters Score -2112440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2112444.250000 Penalty: 4849.991211
	Iteration 72Q: 3 clusters Score -2112444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2112443.000000 Penalty: 4849.991211
	Iteration 73Q: 3 clusters Score -2112443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2112443.000000 Penalty: 4849.991211
	Iteration 74F: 3 clusters Score -2112443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Entering Unmasked Estep 
Score: -5297790.000000 Penalty: 2664.805664
	Iteration 0F: 2 clusters Score -5297790 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 23132 members 
Entering Unmasked Estep 
Score: -5266566.000000 Penalty: 5329.611328
	Iteration 0F: 3 clusters Score -5266566 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -5278436.500000 Penalty: 5329.611328
	Iteration 1F: 3 clusters Score -5278436 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5278889.500000 Penalty: 5329.611328
	Iteration 2Q: 3 clusters Score -5278890 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5279269.500000 Penalty: 5329.611328
	Iteration 3Q: 3 clusters Score -5279270 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5279771.500000 Penalty: 5329.611328
	Iteration 4Q: 3 clusters Score -5279772 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5280394.500000 Penalty: 5329.611328
	Iteration 5Q: 3 clusters Score -5280394 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5281219.000000 Penalty: 5329.611328
	Iteration 6Q: 3 clusters Score -5281219 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5282542.500000 Penalty: 5329.611328
	Iteration 7F: 3 clusters Score -5282542 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5284668.000000 Penalty: 5329.611328
	Iteration 8F: 3 clusters Score -5284668 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -5287691.000000 Penalty: 5329.611328
	Iteration 9F: 3 clusters Score -5287691 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5290848.500000 Penalty: 5329.611328
	Iteration 10F: 3 clusters Score -5290848 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5293330.000000 Penalty: 5329.611328
	Iteration 11F: 3 clusters Score -5293330 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5294627.500000 Penalty: 5329.611328
	Iteration 12Q: 3 clusters Score -5294628 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5295106.500000 Penalty: 5329.611328
	Iteration 13Q: 3 clusters Score -5295106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5295299.000000 Penalty: 5329.611328
	Iteration 14Q: 3 clusters Score -5295299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5295388.500000 Penalty: 5329.611328
	Iteration 15Q: 3 clusters Score -5295388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5295439.000000 Penalty: 5329.611328
	Iteration 16Q: 3 clusters Score -5295439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5295476.500000 Penalty: 5329.611328
	Iteration 17Q: 3 clusters Score -5295476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5295484.000000 Penalty: 5329.611328
	Iteration 18Q: 3 clusters Score -5295484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5295483.000000 Penalty: 5329.611328
	Iteration 19Q: 3 clusters Score -5295483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5295487.500000 Penalty: 5329.611328
	Iteration 20F: 3 clusters Score -5295488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5295496.500000 Penalty: 5329.611328
	Iteration 21Q: 3 clusters Score -5295496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5295502.500000 Penalty: 5329.611328
	Iteration 22Q: 3 clusters Score -5295502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5295515.000000 Penalty: 5329.611328
	Iteration 23Q: 3 clusters Score -5295515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5295525.500000 Penalty: 5329.611328
	Iteration 24Q: 3 clusters Score -5295526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5295533.500000 Penalty: 5329.611328
	Iteration 25Q: 3 clusters Score -5295534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5295542.500000 Penalty: 5329.611328
	Iteration 26Q: 3 clusters Score -5295542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5295548.500000 Penalty: 5329.611328
	Iteration 27Q: 3 clusters Score -5295548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5295555.500000 Penalty: 5329.611328
	Iteration 28Q: 3 clusters Score -5295556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5295555.500000 Penalty: 5329.611328
	Iteration 29F: 3 clusters Score -5295556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -378954.343750 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -378954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -375538.781250 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -375538.8 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -376611.343750 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -376611.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -377625.812500 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -377625.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -378538.062500 Penalty: 4024.259277
	Iteration 3F: 3 clusters Score -378538.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -378996.468750 Penalty: 4024.259277
	Iteration 4F: 3 clusters Score -378996.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -379210.500000 Penalty: 4024.259277
	Iteration 5F: 3 clusters Score -379210.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -379322.375000 Penalty: 4024.259277
	Iteration 6Q: 3 clusters Score -379322.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -379362.656250 Penalty: 4024.259277
	Iteration 7Q: 3 clusters Score -379362.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -379391.500000 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -379391.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -379405.562500 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -379405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -379416.406250 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -379416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -379423.531250 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -379423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -379429.812500 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -379429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -379432.125000 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -379432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -379432.125000 Penalty: 4024.259277
	Iteration 14F: 3 clusters Score -379432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115944 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 190810 members 
Mstep: Class 5 contains 17645 members 
Mstep: Class 6 contains 46406 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 14 contains 12014 members 
Mstep: Class 16 contains 84347 members 
Mstep: Class 18 contains 58161 members 
Mstep: Class 19 contains 53622 members 
Mstep: Class 20 contains 180208 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 222101 members 
Entering Unmasked Estep 
Score: -118049552.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118049992.000000 to -118049552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1277331.625000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1277332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1268945.500000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1268946 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1271393.375000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1271393 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1271821.250000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1271821 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1272204.250000 Penalty: 4616.593750
	Iteration 3F: 3 clusters Score -1272204 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1272557.250000 Penalty: 4616.593750
	Iteration 4F: 3 clusters Score -1272557 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1272902.000000 Penalty: 4616.593750
	Iteration 5F: 3 clusters Score -1272902 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1273229.375000 Penalty: 4616.593750
	Iteration 6F: 3 clusters Score -1273229 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1273559.375000 Penalty: 4616.593750
	Iteration 7Q: 3 clusters Score -1273559 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1273925.875000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1273926 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1274311.500000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1274312 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1274716.250000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1274716 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1275061.125000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1275061 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1275340.375000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1275340 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1275599.875000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1275600 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1275764.375000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1275764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1275865.625000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1275866 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1275927.000000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1275927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1275962.250000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1275962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1275991.625000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1275992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1276013.000000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1276013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1276041.500000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1276042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1276063.250000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1276063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1276080.875000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1276081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1276088.375000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1276088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1276100.875000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1276101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1276113.125000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1276113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1276118.625000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1276119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1276123.250000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1276123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1276134.000000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1276134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1276136.250000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1276136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1276139.750000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1276140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1276145.000000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1276145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1276150.125000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1276150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1276152.750000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1276153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1276156.250000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1276156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1276157.250000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1276157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1276160.500000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1276160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1276161.500000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1276162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1276159.750000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1276160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1276160.875000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1276161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1276163.375000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1276163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1276163.375000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1276163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1276163.375000 Penalty: 4616.593750
	Iteration 42F: 3 clusters Score -1276163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -273380.281250 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -273380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -270477.875000 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -270477.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -270977.406250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -270977.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271124.437500 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -271124.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271200.343750 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -271200.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271261.531250 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -271261.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -271308.656250 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -271308.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271340.750000 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -271340.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271364.187500 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -271364.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -271376.562500 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -271376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271383.375000 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -271383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -271387.156250 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -271387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -271389.281250 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -271389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271391.937500 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -271391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271394.093750 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -271394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -271398.156250 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -271398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -271399.875000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -271399.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -271402.968750 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -271403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -271404.156250 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -271404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -271405.187500 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -271405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -271405.187500 Penalty: 3874.537842
	Iteration 19F: 3 clusters Score -271405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1435142.125000 Penalty: 2329.669189
	Iteration 0F: 2 clusters Score -1435142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1426193.500000 Penalty: 4659.338379
	Iteration 0F: 3 clusters Score -1426194 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1428924.375000 Penalty: 4659.338379
	Iteration 1F: 3 clusters Score -1428924 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1429202.750000 Penalty: 4659.338379
	Iteration 2F: 3 clusters Score -1429203 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1429428.500000 Penalty: 4659.338379
	Iteration 3Q: 3 clusters Score -1429428 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1429626.125000 Penalty: 4659.338379
	Iteration 4Q: 3 clusters Score -1429626 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1429819.625000 Penalty: 4659.338379
	Iteration 5Q: 3 clusters Score -1429820 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1430044.750000 Penalty: 4659.338379
	Iteration 6Q: 3 clusters Score -1430045 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1430290.375000 Penalty: 4659.338379
	Iteration 7Q: 3 clusters Score -1430290 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1430555.125000 Penalty: 4659.338379
	Iteration 8Q: 3 clusters Score -1430555 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1430836.750000 Penalty: 4659.338379
	Iteration 9Q: 3 clusters Score -1430837 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1431162.875000 Penalty: 4659.338379
	Iteration 10Q: 3 clusters Score -1431163 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1431540.500000 Penalty: 4659.338379
	Iteration 11Q: 3 clusters Score -1431540 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1431875.000000 Penalty: 4659.338379
	Iteration 12Q: 3 clusters Score -1431875 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1432154.750000 Penalty: 4659.338379
	Iteration 13Q: 3 clusters Score -1432155 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1432390.375000 Penalty: 4659.338379
	Iteration 14Q: 3 clusters Score -1432390 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1432601.000000 Penalty: 4659.338379
	Iteration 15Q: 3 clusters Score -1432601 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1432746.750000 Penalty: 4659.338379
	Iteration 16Q: 3 clusters Score -1432747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1432843.250000 Penalty: 4659.338379
	Iteration 17Q: 3 clusters Score -1432843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1432915.375000 Penalty: 4659.338379
	Iteration 18Q: 3 clusters Score -1432915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1432968.000000 Penalty: 4659.338379
	Iteration 19Q: 3 clusters Score -1432968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1433012.500000 Penalty: 4659.338379
	Iteration 20F: 3 clusters Score -1433012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1433047.250000 Penalty: 4659.338379
	Iteration 21Q: 3 clusters Score -1433047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1433068.875000 Penalty: 4659.338379
	Iteration 22Q: 3 clusters Score -1433069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1433087.375000 Penalty: 4659.338379
	Iteration 23Q: 3 clusters Score -1433087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1433104.000000 Penalty: 4659.338379
	Iteration 24Q: 3 clusters Score -1433104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1433112.750000 Penalty: 4659.338379
	Iteration 25Q: 3 clusters Score -1433113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1433122.125000 Penalty: 4659.338379
	Iteration 26Q: 3 clusters Score -1433122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1433130.375000 Penalty: 4659.338379
	Iteration 27Q: 3 clusters Score -1433130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1433141.625000 Penalty: 4659.338379
	Iteration 28Q: 3 clusters Score -1433142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1433147.375000 Penalty: 4659.338379
	Iteration 29Q: 3 clusters Score -1433147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1433151.750000 Penalty: 4659.338379
	Iteration 30Q: 3 clusters Score -1433152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1433158.500000 Penalty: 4659.338379
	Iteration 31Q: 3 clusters Score -1433158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1433163.500000 Penalty: 4659.338379
	Iteration 32Q: 3 clusters Score -1433164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1433168.625000 Penalty: 4659.338379
	Iteration 33Q: 3 clusters Score -1433169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1433169.500000 Penalty: 4659.338379
	Iteration 34Q: 3 clusters Score -1433170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1433171.375000 Penalty: 4659.338379
	Iteration 35Q: 3 clusters Score -1433171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1433171.750000 Penalty: 4659.338379
	Iteration 36Q: 3 clusters Score -1433172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1433171.750000 Penalty: 4659.338379
	Iteration 37F: 3 clusters Score -1433172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Entering Unmasked Estep 
Score: -10027494.000000 Penalty: 2812.988281
	Iteration 0F: 2 clusters Score -1.002749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -9970860.000000 Penalty: 5625.976562
	Iteration 0F: 3 clusters Score -9970860 nChanged 39763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -9993313.000000 Penalty: 5625.976562
	Iteration 1F: 3 clusters Score -9993313 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -9993766.000000 Penalty: 5625.976562
	Iteration 2Q: 3 clusters Score -9993766 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -9994208.000000 Penalty: 5625.976562
	Iteration 3Q: 3 clusters Score -9994208 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9994661.000000 Penalty: 5625.976562
	Iteration 4Q: 3 clusters Score -9994661 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -9995089.000000 Penalty: 5625.976562
	Iteration 5Q: 3 clusters Score -9995089 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -9995712.000000 Penalty: 5625.976562
	Iteration 6Q: 3 clusters Score -9995712 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -9996557.000000 Penalty: 5625.976562
	Iteration 7Q: 3 clusters Score -9996557 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -9997621.000000 Penalty: 5625.976562
	Iteration 8Q: 3 clusters Score -9997621 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -9999041.000000 Penalty: 5625.976562
	Iteration 9Q: 3 clusters Score -9999041 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -10001169.000000 Penalty: 5625.976562
	Iteration 10Q: 3 clusters Score -1.000117e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -10004316.000000 Penalty: 5625.976562
	Iteration 11F: 3 clusters Score -1.000432e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -10008485.000000 Penalty: 5625.976562
	Iteration 12F: 3 clusters Score -1.000848e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -10013025.000000 Penalty: 5625.976562
	Iteration 13F: 3 clusters Score -1.001302e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -10015946.000000 Penalty: 5625.976562
	Iteration 14F: 3 clusters Score -1.001595e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -10016983.000000 Penalty: 5625.976562
	Iteration 15Q: 3 clusters Score -1.001698e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -10017336.000000 Penalty: 5625.976562
	Iteration 16Q: 3 clusters Score -1.001734e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -10017527.000000 Penalty: 5625.976562
	Iteration 17Q: 3 clusters Score -1.001753e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -10017722.000000 Penalty: 5625.976562
	Iteration 18Q: 3 clusters Score -1.001772e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -10017808.000000 Penalty: 5625.976562
	Iteration 19Q: 3 clusters Score -1.001781e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -10017967.000000 Penalty: 5625.976562
	Iteration 20F: 3 clusters Score -1.001797e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -10018145.000000 Penalty: 5625.976562
	Iteration 21Q: 3 clusters Score -1.001814e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -10018236.000000 Penalty: 5625.976562
	Iteration 22Q: 3 clusters Score -1.001824e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -10018340.000000 Penalty: 5625.976562
	Iteration 23Q: 3 clusters Score -1.001834e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -10018471.000000 Penalty: 5625.976562
	Iteration 24Q: 3 clusters Score -1.001847e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10018638.000000 Penalty: 5625.976562
	Iteration 25Q: 3 clusters Score -1.001864e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10018781.000000 Penalty: 5625.976562
	Iteration 26Q: 3 clusters Score -1.001878e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -10018945.000000 Penalty: 5625.976562
	Iteration 27Q: 3 clusters Score -1.001894e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -10019027.000000 Penalty: 5625.976562
	Iteration 28Q: 3 clusters Score -1.001903e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -10019136.000000 Penalty: 5625.976562
	Iteration 29Q: 3 clusters Score -1.001914e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -10019308.000000 Penalty: 5625.976562
	Iteration 30Q: 3 clusters Score -1.001931e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -10019517.000000 Penalty: 5625.976562
	Iteration 31Q: 3 clusters Score -1.001952e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -10019673.000000 Penalty: 5625.976562
	Iteration 32Q: 3 clusters Score -1.001967e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -10019741.000000 Penalty: 5625.976562
	Iteration 33Q: 3 clusters Score -1.001974e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -10019915.000000 Penalty: 5625.976562
	Iteration 34Q: 3 clusters Score -1.001992e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -10020081.000000 Penalty: 5625.976562
	Iteration 35Q: 3 clusters Score -1.002008e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -10020268.000000 Penalty: 5625.976562
	Iteration 36Q: 3 clusters Score -1.002027e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -10020484.000000 Penalty: 5625.976562
	Iteration 37Q: 3 clusters Score -1.002048e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -10020680.000000 Penalty: 5625.976562
	Iteration 38Q: 3 clusters Score -1.002068e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -10020874.000000 Penalty: 5625.976562
	Iteration 39Q: 3 clusters Score -1.002087e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -10021103.000000 Penalty: 5625.976562
	Iteration 40F: 3 clusters Score -1.00211e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -10021314.000000 Penalty: 5625.976562
	Iteration 41Q: 3 clusters Score -1.002131e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -10021538.000000 Penalty: 5625.976562
	Iteration 42Q: 3 clusters Score -1.002154e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -10021776.000000 Penalty: 5625.976562
	Iteration 43Q: 3 clusters Score -1.002178e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -10021969.000000 Penalty: 5625.976562
	Iteration 44Q: 3 clusters Score -1.002197e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -10022160.000000 Penalty: 5625.976562
	Iteration 45Q: 3 clusters Score -1.002216e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -10022397.000000 Penalty: 5625.976562
	Iteration 46Q: 3 clusters Score -1.00224e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -10022559.000000 Penalty: 5625.976562
	Iteration 47Q: 3 clusters Score -1.002256e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -10022729.000000 Penalty: 5625.976562
	Iteration 48Q: 3 clusters Score -1.002273e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -10022948.000000 Penalty: 5625.976562
	Iteration 49Q: 3 clusters Score -1.002295e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -10023153.000000 Penalty: 5625.976562
	Iteration 50Q: 3 clusters Score -1.002315e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -10023281.000000 Penalty: 5625.976562
	Iteration 51Q: 3 clusters Score -1.002328e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -10023403.000000 Penalty: 5625.976562
	Iteration 52Q: 3 clusters Score -1.00234e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -10023576.000000 Penalty: 5625.976562
	Iteration 53Q: 3 clusters Score -1.002358e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -10023728.000000 Penalty: 5625.976562
	Iteration 54Q: 3 clusters Score -1.002373e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -10023864.000000 Penalty: 5625.976562
	Iteration 55Q: 3 clusters Score -1.002386e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -10023972.000000 Penalty: 5625.976562
	Iteration 56Q: 3 clusters Score -1.002397e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -10024070.000000 Penalty: 5625.976562
	Iteration 57Q: 3 clusters Score -1.002407e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10024167.000000 Penalty: 5625.976562
	Iteration 58Q: 3 clusters Score -1.002417e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -10024235.000000 Penalty: 5625.976562
	Iteration 59Q: 3 clusters Score -1.002424e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 78889 members 
Entering Unmasked Estep 
Score: -10024338.000000 Penalty: 5625.976562
	Iteration 60F: 3 clusters Score -1.002434e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -10024405.000000 Penalty: 5625.976562
	Iteration 61Q: 3 clusters Score -1.00244e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -10024504.000000 Penalty: 5625.976562
	Iteration 62Q: 3 clusters Score -1.00245e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -10024560.000000 Penalty: 5625.976562
	Iteration 63Q: 3 clusters Score -1.002456e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10024614.000000 Penalty: 5625.976562
	Iteration 64Q: 3 clusters Score -1.002461e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10024698.000000 Penalty: 5625.976562
	Iteration 65Q: 3 clusters Score -1.00247e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -10024727.000000 Penalty: 5625.976562
	Iteration 66Q: 3 clusters Score -1.002473e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -10024745.000000 Penalty: 5625.976562
	Iteration 67Q: 3 clusters Score -1.002474e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -10024793.000000 Penalty: 5625.976562
	Iteration 68Q: 3 clusters Score -1.002479e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -10024868.000000 Penalty: 5625.976562
	Iteration 69Q: 3 clusters Score -1.002487e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -10024864.000000 Penalty: 5625.976562
	Iteration 70Q: 3 clusters Score -1.002486e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -10024918.000000 Penalty: 5625.976562
	Iteration 71Q: 3 clusters Score -1.002492e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -10024891.000000 Penalty: 5625.976562
	Iteration 72Q: 3 clusters Score -1.002489e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -10024927.000000 Penalty: 5625.976562
	Iteration 73Q: 3 clusters Score -1.002493e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -10024948.000000 Penalty: 5625.976562
	Iteration 74Q: 3 clusters Score -1.002495e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10024960.000000 Penalty: 5625.976562
	Iteration 75Q: 3 clusters Score -1.002496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -10024989.000000 Penalty: 5625.976562
	Iteration 76Q: 3 clusters Score -1.002499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -10024993.000000 Penalty: 5625.976562
	Iteration 77Q: 3 clusters Score -1.002499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -10024985.000000 Penalty: 5625.976562
	Iteration 78Q: 3 clusters Score -1.002498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -10024997.000000 Penalty: 5625.976562
	Iteration 79Q: 3 clusters Score -1.0025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -10025024.000000 Penalty: 5625.976562
	Iteration 80F: 3 clusters Score -1.002502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -10025045.000000 Penalty: 5625.976562
	Iteration 81Q: 3 clusters Score -1.002504e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -10025061.000000 Penalty: 5625.976562
	Iteration 82Q: 3 clusters Score -1.002506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -10025061.000000 Penalty: 5625.976562
	Iteration 83Q: 3 clusters Score -1.002506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -10025071.000000 Penalty: 5625.976562
	Iteration 84Q: 3 clusters Score -1.002507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -10025079.000000 Penalty: 5625.976562
	Iteration 85Q: 3 clusters Score -1.002508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -10025091.000000 Penalty: 5625.976562
	Iteration 86Q: 3 clusters Score -1.002509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -10025118.000000 Penalty: 5625.976562
	Iteration 87Q: 3 clusters Score -1.002512e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -10025113.000000 Penalty: 5625.976562
	Iteration 88Q: 3 clusters Score -1.002511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -10025100.000000 Penalty: 5625.976562
	Iteration 89Q: 3 clusters Score -1.00251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -10025151.000000 Penalty: 5625.976562
	Iteration 90Q: 3 clusters Score -1.002515e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -10025176.000000 Penalty: 5625.976562
	Iteration 91Q: 3 clusters Score -1.002518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -10025189.000000 Penalty: 5625.976562
	Iteration 92Q: 3 clusters Score -1.002519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -10025193.000000 Penalty: 5625.976562
	Iteration 93Q: 3 clusters Score -1.002519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -10025183.000000 Penalty: 5625.976562
	Iteration 94Q: 3 clusters Score -1.002518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -10025215.000000 Penalty: 5625.976562
	Iteration 95Q: 3 clusters Score -1.002522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -10025207.000000 Penalty: 5625.976562
	Iteration 96Q: 3 clusters Score -1.002521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -10025229.000000 Penalty: 5625.976562
	Iteration 97Q: 3 clusters Score -1.002523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10025229.000000 Penalty: 5625.976562
	Iteration 98Q: 3 clusters Score -1.002523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -10025246.000000 Penalty: 5625.976562
	Iteration 99Q: 3 clusters Score -1.002525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -10025254.000000 Penalty: 5625.976562
	Iteration 100F: 3 clusters Score -1.002525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -10025259.000000 Penalty: 5625.976562
	Iteration 101Q: 3 clusters Score -1.002526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -10025261.000000 Penalty: 5625.976562
	Iteration 102Q: 3 clusters Score -1.002526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -10025269.000000 Penalty: 5625.976562
	Iteration 103Q: 3 clusters Score -1.002527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -10025294.000000 Penalty: 5625.976562
	Iteration 104Q: 3 clusters Score -1.002529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -10025291.000000 Penalty: 5625.976562
	Iteration 105Q: 3 clusters Score -1.002529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -10025279.000000 Penalty: 5625.976562
	Iteration 106Q: 3 clusters Score -1.002528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -10025279.000000 Penalty: 5625.976562
	Iteration 107Q: 3 clusters Score -1.002528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -10025278.000000 Penalty: 5625.976562
	Iteration 108Q: 3 clusters Score -1.002528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10025293.000000 Penalty: 5625.976562
	Iteration 109Q: 3 clusters Score -1.002529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -10025283.000000 Penalty: 5625.976562
	Iteration 110Q: 3 clusters Score -1.002528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -10025293.000000 Penalty: 5625.976562
	Iteration 111Q: 3 clusters Score -1.002529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -10025304.000000 Penalty: 5625.976562
	Iteration 112Q: 3 clusters Score -1.00253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -10025316.000000 Penalty: 5625.976562
	Iteration 113Q: 3 clusters Score -1.002532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -10025306.000000 Penalty: 5625.976562
	Iteration 114Q: 3 clusters Score -1.002531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 82740 members 
Entering Unmasked Estep 
Score: -10025300.000000 Penalty: 5625.976562
	Iteration 115Q: 3 clusters Score -1.00253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -10025290.000000 Penalty: 5625.976562
	Iteration 116Q: 3 clusters Score -1.002529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -10025309.000000 Penalty: 5625.976562
	Iteration 117Q: 3 clusters Score -1.002531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -10025301.000000 Penalty: 5625.976562
	Iteration 118Q: 3 clusters Score -1.00253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -10025309.000000 Penalty: 5625.976562
	Iteration 119Q: 3 clusters Score -1.002531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -10025305.000000 Penalty: 5625.976562
	Iteration 120F: 3 clusters Score -1.00253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Entering Unmasked Estep 
Score: -6879684.000000 Penalty: 2720.800537
	Iteration 0F: 2 clusters Score -6879684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -6840567.000000 Penalty: 5441.601074
	Iteration 0F: 3 clusters Score -6840567 nChanged 27139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6855519.500000 Penalty: 5441.601074
	Iteration 1F: 3 clusters Score -6855520 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6856203.000000 Penalty: 5441.601074
	Iteration 2Q: 3 clusters Score -6856203 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -6857004.500000 Penalty: 5441.601074
	Iteration 3Q: 3 clusters Score -6857004 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -6858110.500000 Penalty: 5441.601074
	Iteration 4Q: 3 clusters Score -6858110 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6859829.500000 Penalty: 5441.601074
	Iteration 5F: 3 clusters Score -6859830 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -6862727.500000 Penalty: 5441.601074
	Iteration 6F: 3 clusters Score -6862728 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6866770.000000 Penalty: 5441.601074
	Iteration 7F: 3 clusters Score -6866770 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -6870884.500000 Penalty: 5441.601074
	Iteration 8F: 3 clusters Score -6870884 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -6873868.500000 Penalty: 5441.601074
	Iteration 9F: 3 clusters Score -6873868 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -6875647.000000 Penalty: 5441.601074
	Iteration 10Q: 3 clusters Score -6875647 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -6876519.500000 Penalty: 5441.601074
	Iteration 11Q: 3 clusters Score -6876520 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6876971.000000 Penalty: 5441.601074
	Iteration 12Q: 3 clusters Score -6876971 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 55342 members 
Entering Unmasked Estep 
Score: -6877197.000000 Penalty: 5441.601074
	Iteration 13Q: 3 clusters Score -6877197 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -6877326.500000 Penalty: 5441.601074
	Iteration 14Q: 3 clusters Score -6877326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6877382.500000 Penalty: 5441.601074
	Iteration 15Q: 3 clusters Score -6877382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -6877430.500000 Penalty: 5441.601074
	Iteration 16Q: 3 clusters Score -6877430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -6877464.000000 Penalty: 5441.601074
	Iteration 17Q: 3 clusters Score -6877464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -6877496.000000 Penalty: 5441.601074
	Iteration 18Q: 3 clusters Score -6877496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -6877501.500000 Penalty: 5441.601074
	Iteration 19Q: 3 clusters Score -6877502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -6877530.500000 Penalty: 5441.601074
	Iteration 20F: 3 clusters Score -6877530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -6877534.000000 Penalty: 5441.601074
	Iteration 21Q: 3 clusters Score -6877534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -6877538.000000 Penalty: 5441.601074
	Iteration 22Q: 3 clusters Score -6877538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -6877548.500000 Penalty: 5441.601074
	Iteration 23Q: 3 clusters Score -6877548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6877552.000000 Penalty: 5441.601074
	Iteration 24Q: 3 clusters Score -6877552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -6877551.000000 Penalty: 5441.601074
	Iteration 25Q: 3 clusters Score -6877551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -6877555.500000 Penalty: 5441.601074
	Iteration 26Q: 3 clusters Score -6877556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -6877566.000000 Penalty: 5441.601074
	Iteration 27Q: 3 clusters Score -6877566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6877559.500000 Penalty: 5441.601074
	Iteration 28Q: 3 clusters Score -6877560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -6877561.000000 Penalty: 5441.601074
	Iteration 29Q: 3 clusters Score -6877561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -6877564.500000 Penalty: 5441.601074
	Iteration 30Q: 3 clusters Score -6877564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -6877570.000000 Penalty: 5441.601074
	Iteration 31Q: 3 clusters Score -6877570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -6877569.000000 Penalty: 5441.601074
	Iteration 32Q: 3 clusters Score -6877569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -6877570.500000 Penalty: 5441.601074
	Iteration 33Q: 3 clusters Score -6877570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6877567.500000 Penalty: 5441.601074
	Iteration 34Q: 3 clusters Score -6877568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6877571.500000 Penalty: 5441.601074
	Iteration 35Q: 3 clusters Score -6877572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6877570.500000 Penalty: 5441.601074
	Iteration 36Q: 3 clusters Score -6877570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -6877574.500000 Penalty: 5441.601074
	Iteration 37Q: 3 clusters Score -6877574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -6877578.500000 Penalty: 5441.601074
	Iteration 38Q: 3 clusters Score -6877578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -6877581.000000 Penalty: 5441.601074
	Iteration 39Q: 3 clusters Score -6877581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -6877583.500000 Penalty: 5441.601074
	Iteration 40F: 3 clusters Score -6877584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -6877577.500000 Penalty: 5441.601074
	Iteration 41Q: 3 clusters Score -6877578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -6877581.000000 Penalty: 5441.601074
	Iteration 42Q: 3 clusters Score -6877581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -6877579.000000 Penalty: 5441.601074
	Iteration 43Q: 3 clusters Score -6877579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -6877576.000000 Penalty: 5441.601074
	Iteration 44Q: 3 clusters Score -6877576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -6877572.000000 Penalty: 5441.601074
	Iteration 45Q: 3 clusters Score -6877572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -6877572.000000 Penalty: 5441.601074
	Iteration 46F: 3 clusters Score -6877572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Entering Unmasked Estep 
Score: -6377137.500000 Penalty: 2700.649414
	Iteration 0F: 2 clusters Score -6377138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6341301.000000 Penalty: 5401.298828
	Iteration 0F: 3 clusters Score -6341301 nChanged 24830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -6355675.000000 Penalty: 5401.298828
	Iteration 1F: 3 clusters Score -6355675 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -6356825.000000 Penalty: 5401.298828
	Iteration 2Q: 3 clusters Score -6356825 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6358295.500000 Penalty: 5401.298828
	Iteration 3F: 3 clusters Score -6358296 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6360186.000000 Penalty: 5401.298828
	Iteration 4F: 3 clusters Score -6360186 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -6363045.000000 Penalty: 5401.298828
	Iteration 5F: 3 clusters Score -6363045 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6366296.500000 Penalty: 5401.298828
	Iteration 6F: 3 clusters Score -6366296 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6369348.000000 Penalty: 5401.298828
	Iteration 7F: 3 clusters Score -6369348 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -6371578.000000 Penalty: 5401.298828
	Iteration 8F: 3 clusters Score -6371578 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6373057.500000 Penalty: 5401.298828
	Iteration 9Q: 3 clusters Score -6373058 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -6373962.500000 Penalty: 5401.298828
	Iteration 10Q: 3 clusters Score -6373962 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6374573.000000 Penalty: 5401.298828
	Iteration 11Q: 3 clusters Score -6374573 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6375016.500000 Penalty: 5401.298828
	Iteration 12Q: 3 clusters Score -6375016 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6375371.000000 Penalty: 5401.298828
	Iteration 13Q: 3 clusters Score -6375371 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6375624.000000 Penalty: 5401.298828
	Iteration 14Q: 3 clusters Score -6375624 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -6375821.500000 Penalty: 5401.298828
	Iteration 15Q: 3 clusters Score -6375822 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6376026.500000 Penalty: 5401.298828
	Iteration 16Q: 3 clusters Score -6376026 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6376182.000000 Penalty: 5401.298828
	Iteration 17Q: 3 clusters Score -6376182 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -6376297.500000 Penalty: 5401.298828
	Iteration 18Q: 3 clusters Score -6376298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -6376346.000000 Penalty: 5401.298828
	Iteration 19Q: 3 clusters Score -6376346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -6376377.000000 Penalty: 5401.298828
	Iteration 20F: 3 clusters Score -6376377 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6376405.500000 Penalty: 5401.298828
	Iteration 21Q: 3 clusters Score -6376406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -6376426.000000 Penalty: 5401.298828
	Iteration 22Q: 3 clusters Score -6376426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6376443.000000 Penalty: 5401.298828
	Iteration 23Q: 3 clusters Score -6376443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -6376454.000000 Penalty: 5401.298828
	Iteration 24Q: 3 clusters Score -6376454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -6376466.500000 Penalty: 5401.298828
	Iteration 25Q: 3 clusters Score -6376466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6376493.500000 Penalty: 5401.298828
	Iteration 26Q: 3 clusters Score -6376494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -6376487.500000 Penalty: 5401.298828
	Iteration 27Q: 3 clusters Score -6376488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -6376499.000000 Penalty: 5401.298828
	Iteration 28Q: 3 clusters Score -6376499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -6376491.500000 Penalty: 5401.298828
	Iteration 29Q: 3 clusters Score -6376492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6376491.000000 Penalty: 5401.298828
	Iteration 30Q: 3 clusters Score -6376491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6376492.000000 Penalty: 5401.298828
	Iteration 31Q: 3 clusters Score -6376492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6376497.000000 Penalty: 5401.298828
	Iteration 32Q: 3 clusters Score -6376497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6376499.500000 Penalty: 5401.298828
	Iteration 33Q: 3 clusters Score -6376500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6376496.500000 Penalty: 5401.298828
	Iteration 34Q: 3 clusters Score -6376496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6376504.000000 Penalty: 5401.298828
	Iteration 35Q: 3 clusters Score -6376504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6376506.500000 Penalty: 5401.298828
	Iteration 36Q: 3 clusters Score -6376506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6376503.000000 Penalty: 5401.298828
	Iteration 37Q: 3 clusters Score -6376503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -6376507.500000 Penalty: 5401.298828
	Iteration 38Q: 3 clusters Score -6376508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6376510.000000 Penalty: 5401.298828
	Iteration 39Q: 3 clusters Score -6376510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6376503.500000 Penalty: 5401.298828
	Iteration 40F: 3 clusters Score -6376504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -6376501.500000 Penalty: 5401.298828
	Iteration 41Q: 3 clusters Score -6376502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6376502.000000 Penalty: 5401.298828
	Iteration 42Q: 3 clusters Score -6376502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6376502.500000 Penalty: 5401.298828
	Iteration 43Q: 3 clusters Score -6376502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6376500.500000 Penalty: 5401.298828
	Iteration 44Q: 3 clusters Score -6376500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6376507.500000 Penalty: 5401.298828
	Iteration 45Q: 3 clusters Score -6376508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6376504.000000 Penalty: 5401.298828
	Iteration 46Q: 3 clusters Score -6376504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -6376496.500000 Penalty: 5401.298828
	Iteration 47Q: 3 clusters Score -6376496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -6376496.500000 Penalty: 5401.298828
	Iteration 48Q: 3 clusters Score -6376496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6376494.500000 Penalty: 5401.298828
	Iteration 49Q: 3 clusters Score -6376494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6376496.000000 Penalty: 5401.298828
	Iteration 50Q: 3 clusters Score -6376496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6376494.000000 Penalty: 5401.298828
	Iteration 51Q: 3 clusters Score -6376494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6376494.000000 Penalty: 5401.298828
	Iteration 52F: 3 clusters Score -6376494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Entering Unmasked Estep 
Score: -21285838.000000 Penalty: 3001.262939
	Iteration 0F: 2 clusters Score -2.128584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -21171318.000000 Penalty: 6002.525879
	Iteration 0F: 3 clusters Score -2.117132e+07 nChanged 86413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -21222098.000000 Penalty: 6002.525879
	Iteration 1F: 3 clusters Score -2.12221e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -21222862.000000 Penalty: 6002.525879
	Iteration 2Q: 3 clusters Score -2.122286e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
Score: -21223586.000000 Penalty: 6002.525879
	Iteration 3Q: 3 clusters Score -2.122359e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -21224518.000000 Penalty: 6002.525879
	Iteration 4Q: 3 clusters Score -2.122452e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -21225918.000000 Penalty: 6002.525879
	Iteration 5Q: 3 clusters Score -2.122592e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -21227664.000000 Penalty: 6002.525879
	Iteration 6Q: 3 clusters Score -2.122766e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -21230178.000000 Penalty: 6002.525879
	Iteration 7Q: 3 clusters Score -2.123018e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -21233866.000000 Penalty: 6002.525879
	Iteration 8Q: 3 clusters Score -2.123387e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -21239012.000000 Penalty: 6002.525879
	Iteration 9Q: 3 clusters Score -2.123901e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102909 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -21246330.000000 Penalty: 6002.525879
	Iteration 10F: 3 clusters Score -2.124633e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -21254224.000000 Penalty: 6002.525879
	Iteration 11F: 3 clusters Score -2.125422e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -21259624.000000 Penalty: 6002.525879
	Iteration 12F: 3 clusters Score -2.125962e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -21262094.000000 Penalty: 6002.525879
	Iteration 13Q: 3 clusters Score -2.126209e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -21263008.000000 Penalty: 6002.525879
	Iteration 14Q: 3 clusters Score -2.126301e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -21263596.000000 Penalty: 6002.525879
	Iteration 15Q: 3 clusters Score -2.12636e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -21264016.000000 Penalty: 6002.525879
	Iteration 16Q: 3 clusters Score -2.126402e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112465 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -21264450.000000 Penalty: 6002.525879
	Iteration 17Q: 3 clusters Score -2.126445e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -21264982.000000 Penalty: 6002.525879
	Iteration 18Q: 3 clusters Score -2.126498e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -21265366.000000 Penalty: 6002.525879
	Iteration 19Q: 3 clusters Score -2.126537e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -21265784.000000 Penalty: 6002.525879
	Iteration 20F: 3 clusters Score -2.126578e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117714 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -21266202.000000 Penalty: 6002.525879
	Iteration 21Q: 3 clusters Score -2.12662e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119224 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -21266666.000000 Penalty: 6002.525879
	Iteration 22Q: 3 clusters Score -2.126667e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -21267000.000000 Penalty: 6002.525879
	Iteration 23Q: 3 clusters Score -2.1267e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -21267400.000000 Penalty: 6002.525879
	Iteration 24Q: 3 clusters Score -2.12674e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -21267802.000000 Penalty: 6002.525879
	Iteration 25Q: 3 clusters Score -2.12678e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126317 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -21268272.000000 Penalty: 6002.525879
	Iteration 26Q: 3 clusters Score -2.126827e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -21268764.000000 Penalty: 6002.525879
	Iteration 27Q: 3 clusters Score -2.126876e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -21269192.000000 Penalty: 6002.525879
	Iteration 28Q: 3 clusters Score -2.126919e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132758 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -21269706.000000 Penalty: 6002.525879
	Iteration 29Q: 3 clusters Score -2.126971e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135085 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -21270340.000000 Penalty: 6002.525879
	Iteration 30Q: 3 clusters Score -2.127034e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -21271100.000000 Penalty: 6002.525879
	Iteration 31Q: 3 clusters Score -2.12711e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140262 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -21271918.000000 Penalty: 6002.525879
	Iteration 32Q: 3 clusters Score -2.127192e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -21272808.000000 Penalty: 6002.525879
	Iteration 33Q: 3 clusters Score -2.127281e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -21273514.000000 Penalty: 6002.525879
	Iteration 34Q: 3 clusters Score -2.127351e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -21274378.000000 Penalty: 6002.525879
	Iteration 35Q: 3 clusters Score -2.127438e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -21275386.000000 Penalty: 6002.525879
	Iteration 36Q: 3 clusters Score -2.127539e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -21276426.000000 Penalty: 6002.525879
	Iteration 37Q: 3 clusters Score -2.127643e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -21277334.000000 Penalty: 6002.525879
	Iteration 38Q: 3 clusters Score -2.127733e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -21278244.000000 Penalty: 6002.525879
	Iteration 39Q: 3 clusters Score -2.127824e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -21279034.000000 Penalty: 6002.525879
	Iteration 40F: 3 clusters Score -2.127903e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -21279770.000000 Penalty: 6002.525879
	Iteration 41Q: 3 clusters Score -2.127977e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168496 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -21280356.000000 Penalty: 6002.525879
	Iteration 42Q: 3 clusters Score -2.128036e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -21280722.000000 Penalty: 6002.525879
	Iteration 43Q: 3 clusters Score -2.128072e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172224 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -21281200.000000 Penalty: 6002.525879
	Iteration 44Q: 3 clusters Score -2.12812e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173609 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -21281618.000000 Penalty: 6002.525879
	Iteration 45Q: 3 clusters Score -2.128162e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -21282004.000000 Penalty: 6002.525879
	Iteration 46Q: 3 clusters Score -2.1282e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -21282294.000000 Penalty: 6002.525879
	Iteration 47Q: 3 clusters Score -2.128229e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -21282588.000000 Penalty: 6002.525879
	Iteration 48Q: 3 clusters Score -2.128259e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21282784.000000 Penalty: 6002.525879
	Iteration 49Q: 3 clusters Score -2.128278e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21282884.000000 Penalty: 6002.525879
	Iteration 50Q: 3 clusters Score -2.128288e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177650 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21282974.000000 Penalty: 6002.525879
	Iteration 51Q: 3 clusters Score -2.128297e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21283040.000000 Penalty: 6002.525879
	Iteration 52Q: 3 clusters Score -2.128304e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -21283140.000000 Penalty: 6002.525879
	Iteration 53Q: 3 clusters Score -2.128314e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178230 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21283192.000000 Penalty: 6002.525879
	Iteration 54Q: 3 clusters Score -2.128319e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21283218.000000 Penalty: 6002.525879
	Iteration 55Q: 3 clusters Score -2.128322e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178426 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21283260.000000 Penalty: 6002.525879
	Iteration 56Q: 3 clusters Score -2.128326e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178491 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21283310.000000 Penalty: 6002.525879
	Iteration 57Q: 3 clusters Score -2.128331e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178540 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21283304.000000 Penalty: 6002.525879
	Iteration 58Q: 3 clusters Score -2.12833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21283300.000000 Penalty: 6002.525879
	Iteration 59Q: 3 clusters Score -2.12833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178632 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21283316.000000 Penalty: 6002.525879
	Iteration 60F: 3 clusters Score -2.128332e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21283324.000000 Penalty: 6002.525879
	Iteration 61Q: 3 clusters Score -2.128332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21283348.000000 Penalty: 6002.525879
	Iteration 62Q: 3 clusters Score -2.128335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21283366.000000 Penalty: 6002.525879
	Iteration 63Q: 3 clusters Score -2.128337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21283354.000000 Penalty: 6002.525879
	Iteration 64Q: 3 clusters Score -2.128335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21283364.000000 Penalty: 6002.525879
	Iteration 65Q: 3 clusters Score -2.128336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178789 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -21283402.000000 Penalty: 6002.525879
	Iteration 66Q: 3 clusters Score -2.12834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21283384.000000 Penalty: 6002.525879
	Iteration 67Q: 3 clusters Score -2.128338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21283378.000000 Penalty: 6002.525879
	Iteration 68Q: 3 clusters Score -2.128338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178831 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21283390.000000 Penalty: 6002.525879
	Iteration 69Q: 3 clusters Score -2.128339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21283394.000000 Penalty: 6002.525879
	Iteration 70Q: 3 clusters Score -2.128339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178861 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21283398.000000 Penalty: 6002.525879
	Iteration 71Q: 3 clusters Score -2.12834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21283404.000000 Penalty: 6002.525879
	Iteration 72Q: 3 clusters Score -2.12834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21283408.000000 Penalty: 6002.525879
	Iteration 73Q: 3 clusters Score -2.128341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178876 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21283404.000000 Penalty: 6002.525879
	Iteration 74Q: 3 clusters Score -2.12834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21283400.000000 Penalty: 6002.525879
	Iteration 75Q: 3 clusters Score -2.12834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178885 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21283406.000000 Penalty: 6002.525879
	Iteration 76Q: 3 clusters Score -2.128341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21283402.000000 Penalty: 6002.525879
	Iteration 77Q: 3 clusters Score -2.12834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21283400.000000 Penalty: 6002.525879
	Iteration 78Q: 3 clusters Score -2.12834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -21283398.000000 Penalty: 6002.525879
	Iteration 79Q: 3 clusters Score -2.12834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178898 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21283400.000000 Penalty: 6002.525879
	Iteration 80F: 3 clusters Score -2.12834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178900 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21283386.000000 Penalty: 6002.525879
	Iteration 81Q: 3 clusters Score -2.128339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178900 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21283384.000000 Penalty: 6002.525879
	Iteration 82Q: 3 clusters Score -2.128338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178902 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21283400.000000 Penalty: 6002.525879
	Iteration 83Q: 3 clusters Score -2.12834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21283394.000000 Penalty: 6002.525879
	Iteration 84Q: 3 clusters Score -2.128339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21283398.000000 Penalty: 6002.525879
	Iteration 85Q: 3 clusters Score -2.12834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21283398.000000 Penalty: 6002.525879
	Iteration 86F: 3 clusters Score -2.12834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -104097.992188 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -104098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102237.015625 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -102237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102536.601562 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -102536.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102621.398438 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -102621.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102663.617188 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -102663.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102695.046875 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -102695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102708.570312 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -102708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102717.601562 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -102717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102724.093750 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -102724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102726.179688 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -102726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102728.039062 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -102728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102735.898438 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -102735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102745.882812 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -102745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102748.539062 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -102748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102751.679688 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -102751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102754.273438 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -102754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102754.703125 Penalty: 3421.261719
	Iteration 15Q: 3 clusters Score -102754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102755.148438 Penalty: 3421.261719
	Iteration 16Q: 3 clusters Score -102755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102758.710938 Penalty: 3421.261719
	Iteration 17Q: 3 clusters Score -102758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102759.453125 Penalty: 3421.261719
	Iteration 18Q: 3 clusters Score -102759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102760.398438 Penalty: 3421.261719
	Iteration 19Q: 3 clusters Score -102760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102763.031250 Penalty: 3421.261719
	Iteration 20F: 3 clusters Score -102763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102764.695312 Penalty: 3421.261719
	Iteration 21Q: 3 clusters Score -102764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102770.367188 Penalty: 3421.261719
	Iteration 22Q: 3 clusters Score -102770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102772.585938 Penalty: 3421.261719
	Iteration 23Q: 3 clusters Score -102772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102773.882812 Penalty: 3421.261719
	Iteration 24Q: 3 clusters Score -102773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102773.882812 Penalty: 3421.261719
	Iteration 25F: 3 clusters Score -102773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (222101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222101 members 
Entering Unmasked Estep 
Score: -26086384.000000 Penalty: 3053.100098
	Iteration 0F: 2 clusters Score -2.608638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -25945792.000000 Penalty: 6106.200195
	Iteration 0F: 3 clusters Score -2.594579e+07 nChanged 107072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110503 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -26007992.000000 Penalty: 6106.200195
	Iteration 1F: 3 clusters Score -2.600799e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -26009058.000000 Penalty: 6106.200195
	Iteration 2Q: 3 clusters Score -2.600906e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 112351 members 
Entering Unmasked Estep 
Score: -26010004.000000 Penalty: 6106.200195
	Iteration 3Q: 3 clusters Score -2.601e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -26011002.000000 Penalty: 6106.200195
	Iteration 4Q: 3 clusters Score -2.6011e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -26012572.000000 Penalty: 6106.200195
	Iteration 5Q: 3 clusters Score -2.601257e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -26014730.000000 Penalty: 6106.200195
	Iteration 6Q: 3 clusters Score -2.601473e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 121387 members 
Entering Unmasked Estep 
Score: -26018126.000000 Penalty: 6106.200195
	Iteration 7Q: 3 clusters Score -2.601813e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -26024298.000000 Penalty: 6106.200195
	Iteration 8Q: 3 clusters Score -2.60243e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -26034046.000000 Penalty: 6106.200195
	Iteration 9F: 3 clusters Score -2.603405e+07 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 140745 members 
Entering Unmasked Estep 
Score: -26046110.000000 Penalty: 6106.200195
	Iteration 10F: 3 clusters Score -2.604611e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 146091 members 
Entering Unmasked Estep 
Score: -26055676.000000 Penalty: 6106.200195
	Iteration 11F: 3 clusters Score -2.605568e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -26060264.000000 Penalty: 6106.200195
	Iteration 12Q: 3 clusters Score -2.606026e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 152980 members 
Entering Unmasked Estep 
Score: -26062428.000000 Penalty: 6106.200195
	Iteration 13Q: 3 clusters Score -2.606243e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -26064164.000000 Penalty: 6106.200195
	Iteration 14Q: 3 clusters Score -2.606416e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -26065326.000000 Penalty: 6106.200195
	Iteration 15Q: 3 clusters Score -2.606533e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -26066874.000000 Penalty: 6106.200195
	Iteration 16Q: 3 clusters Score -2.606687e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -26068500.000000 Penalty: 6106.200195
	Iteration 17Q: 3 clusters Score -2.60685e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -26069906.000000 Penalty: 6106.200195
	Iteration 18Q: 3 clusters Score -2.606991e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 173593 members 
Entering Unmasked Estep 
Score: -26071094.000000 Penalty: 6106.200195
	Iteration 19Q: 3 clusters Score -2.607109e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -26072230.000000 Penalty: 6106.200195
	Iteration 20F: 3 clusters Score -2.607223e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 180097 members 
Entering Unmasked Estep 
Score: -26073334.000000 Penalty: 6106.200195
	Iteration 21Q: 3 clusters Score -2.607333e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 183169 members 
Entering Unmasked Estep 
Score: -26074296.000000 Penalty: 6106.200195
	Iteration 22Q: 3 clusters Score -2.60743e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 186208 members 
Entering Unmasked Estep 
Score: -26075408.000000 Penalty: 6106.200195
	Iteration 23Q: 3 clusters Score -2.607541e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 189151 members 
Entering Unmasked Estep 
Score: -26076222.000000 Penalty: 6106.200195
	Iteration 24Q: 3 clusters Score -2.607622e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 191943 members 
Entering Unmasked Estep 
Score: -26076726.000000 Penalty: 6106.200195
	Iteration 25Q: 3 clusters Score -2.607673e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 194588 members 
Entering Unmasked Estep 
Score: -26077204.000000 Penalty: 6106.200195
	Iteration 26Q: 3 clusters Score -2.60772e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 197104 members 
Entering Unmasked Estep 
Score: -26077832.000000 Penalty: 6106.200195
	Iteration 27Q: 3 clusters Score -2.607783e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 199365 members 
Entering Unmasked Estep 
Score: -26078266.000000 Penalty: 6106.200195
	Iteration 28Q: 3 clusters Score -2.607827e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 201438 members 
Entering Unmasked Estep 
Score: -26078760.000000 Penalty: 6106.200195
	Iteration 29Q: 3 clusters Score -2.607876e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 203424 members 
Entering Unmasked Estep 
Score: -26079090.000000 Penalty: 6106.200195
	Iteration 30Q: 3 clusters Score -2.607909e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 205304 members 
Entering Unmasked Estep 
Score: -26079598.000000 Penalty: 6106.200195
	Iteration 31Q: 3 clusters Score -2.60796e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 207096 members 
Entering Unmasked Estep 
Score: -26080048.000000 Penalty: 6106.200195
	Iteration 32Q: 3 clusters Score -2.608005e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 208735 members 
Entering Unmasked Estep 
Score: -26080456.000000 Penalty: 6106.200195
	Iteration 33Q: 3 clusters Score -2.608046e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 210217 members 
Entering Unmasked Estep 
Score: -26080902.000000 Penalty: 6106.200195
	Iteration 34Q: 3 clusters Score -2.60809e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 211563 members 
Entering Unmasked Estep 
Score: -26081164.000000 Penalty: 6106.200195
	Iteration 35Q: 3 clusters Score -2.608116e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 212794 members 
Entering Unmasked Estep 
Score: -26081496.000000 Penalty: 6106.200195
	Iteration 36Q: 3 clusters Score -2.60815e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 213852 members 
Entering Unmasked Estep 
Score: -26081642.000000 Penalty: 6106.200195
	Iteration 37Q: 3 clusters Score -2.608164e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 214796 members 
Entering Unmasked Estep 
Score: -26081970.000000 Penalty: 6106.200195
	Iteration 38Q: 3 clusters Score -2.608197e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 215670 members 
Entering Unmasked Estep 
Score: -26082304.000000 Penalty: 6106.200195
	Iteration 39Q: 3 clusters Score -2.60823e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -26082600.000000 Penalty: 6106.200195
	Iteration 40F: 3 clusters Score -2.60826e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 217168 members 
Entering Unmasked Estep 
Score: -26082834.000000 Penalty: 6106.200195
	Iteration 41Q: 3 clusters Score -2.608283e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 217771 members 
Entering Unmasked Estep 
Score: -26082908.000000 Penalty: 6106.200195
	Iteration 42Q: 3 clusters Score -2.608291e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -26082960.000000 Penalty: 6106.200195
	Iteration 43Q: 3 clusters Score -2.608296e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 218716 members 
Entering Unmasked Estep 
Score: -26083130.000000 Penalty: 6106.200195
	Iteration 44Q: 3 clusters Score -2.608313e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 219045 members 
Entering Unmasked Estep 
Score: -26083166.000000 Penalty: 6106.200195
	Iteration 45Q: 3 clusters Score -2.608317e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 219330 members 
Entering Unmasked Estep 
Score: -26083220.000000 Penalty: 6106.200195
	Iteration 46Q: 3 clusters Score -2.608322e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 219565 members 
Entering Unmasked Estep 
Score: -26083340.000000 Penalty: 6106.200195
	Iteration 47Q: 3 clusters Score -2.608334e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 219773 members 
Entering Unmasked Estep 
Score: -26083352.000000 Penalty: 6106.200195
	Iteration 48Q: 3 clusters Score -2.608335e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 219950 members 
Entering Unmasked Estep 
Score: -26083390.000000 Penalty: 6106.200195
	Iteration 49Q: 3 clusters Score -2.608339e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 220093 members 
Entering Unmasked Estep 
Score: -26083458.000000 Penalty: 6106.200195
	Iteration 50Q: 3 clusters Score -2.608346e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 220222 members 
Entering Unmasked Estep 
Score: -26083484.000000 Penalty: 6106.200195
	Iteration 51Q: 3 clusters Score -2.608348e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 220340 members 
Entering Unmasked Estep 
Score: -26083544.000000 Penalty: 6106.200195
	Iteration 52Q: 3 clusters Score -2.608354e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 220438 members 
Entering Unmasked Estep 
Score: -26083590.000000 Penalty: 6106.200195
	Iteration 53Q: 3 clusters Score -2.608359e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 220528 members 
Entering Unmasked Estep 
Score: -26083606.000000 Penalty: 6106.200195
	Iteration 54Q: 3 clusters Score -2.608361e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 220611 members 
Entering Unmasked Estep 
Score: -26083658.000000 Penalty: 6106.200195
	Iteration 55Q: 3 clusters Score -2.608366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 220684 members 
Entering Unmasked Estep 
Score: -26083632.000000 Penalty: 6106.200195
	Iteration 56Q: 3 clusters Score -2.608363e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 220740 members 
Entering Unmasked Estep 
Score: -26083662.000000 Penalty: 6106.200195
	Iteration 57Q: 3 clusters Score -2.608366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 220789 members 
Entering Unmasked Estep 
Score: -26083702.000000 Penalty: 6106.200195
	Iteration 58Q: 3 clusters Score -2.60837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 220824 members 
Entering Unmasked Estep 
Score: -26083688.000000 Penalty: 6106.200195
	Iteration 59Q: 3 clusters Score -2.608369e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 220853 members 
Entering Unmasked Estep 
Score: -26083684.000000 Penalty: 6106.200195
	Iteration 60F: 3 clusters Score -2.608368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -26083694.000000 Penalty: 6106.200195
	Iteration 61Q: 3 clusters Score -2.608369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 220903 members 
Entering Unmasked Estep 
Score: -26083704.000000 Penalty: 6106.200195
	Iteration 62Q: 3 clusters Score -2.60837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 220922 members 
Entering Unmasked Estep 
Score: -26083720.000000 Penalty: 6106.200195
	Iteration 63Q: 3 clusters Score -2.608372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 220942 members 
Entering Unmasked Estep 
Score: -26083728.000000 Penalty: 6106.200195
	Iteration 64Q: 3 clusters Score -2.608373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 220960 members 
Entering Unmasked Estep 
Score: -26083758.000000 Penalty: 6106.200195
	Iteration 65Q: 3 clusters Score -2.608376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 220975 members 
Entering Unmasked Estep 
Score: -26083706.000000 Penalty: 6106.200195
	Iteration 66Q: 3 clusters Score -2.608371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 220991 members 
Entering Unmasked Estep 
Score: -26083694.000000 Penalty: 6106.200195
	Iteration 67Q: 3 clusters Score -2.608369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 221008 members 
Entering Unmasked Estep 
Score: -26083728.000000 Penalty: 6106.200195
	Iteration 68Q: 3 clusters Score -2.608373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 221017 members 
Entering Unmasked Estep 
Score: -26083740.000000 Penalty: 6106.200195
	Iteration 69Q: 3 clusters Score -2.608374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 221026 members 
Entering Unmasked Estep 
Score: -26083726.000000 Penalty: 6106.200195
	Iteration 70Q: 3 clusters Score -2.608373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 221037 members 
Entering Unmasked Estep 
Score: -26083722.000000 Penalty: 6106.200195
	Iteration 71Q: 3 clusters Score -2.608372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 221043 members 
Entering Unmasked Estep 
Score: -26083742.000000 Penalty: 6106.200195
	Iteration 72Q: 3 clusters Score -2.608374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 221056 members 
Entering Unmasked Estep 
Score: -26083758.000000 Penalty: 6106.200195
	Iteration 73Q: 3 clusters Score -2.608376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 221070 members 
Entering Unmasked Estep 
Score: -26083762.000000 Penalty: 6106.200195
	Iteration 74Q: 3 clusters Score -2.608376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 221075 members 
Entering Unmasked Estep 
Score: -26083766.000000 Penalty: 6106.200195
	Iteration 75Q: 3 clusters Score -2.608377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 221084 members 
Entering Unmasked Estep 
Score: -26083778.000000 Penalty: 6106.200195
	Iteration 76Q: 3 clusters Score -2.608378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 221091 members 
Entering Unmasked Estep 
Score: -26083774.000000 Penalty: 6106.200195
	Iteration 77Q: 3 clusters Score -2.608377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 221100 members 
Entering Unmasked Estep 
Score: -26083756.000000 Penalty: 6106.200195
	Iteration 78Q: 3 clusters Score -2.608376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -26083742.000000 Penalty: 6106.200195
	Iteration 79Q: 3 clusters Score -2.608374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 221108 members 
Entering Unmasked Estep 
Score: -26083754.000000 Penalty: 6106.200195
	Iteration 80F: 3 clusters Score -2.608375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -26083758.000000 Penalty: 6106.200195
	Iteration 81Q: 3 clusters Score -2.608376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -26083758.000000 Penalty: 6106.200195
	Iteration 82F: 3 clusters Score -2.608376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115944 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 190810 members 
Mstep: Class 5 contains 17645 members 
Mstep: Class 6 contains 46406 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11022 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 14 contains 12014 members 
Mstep: Class 16 contains 84347 members 
Mstep: Class 18 contains 58161 members 
Mstep: Class 19 contains 53622 members 
Mstep: Class 20 contains 180208 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 222101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050480.000000 Penalty: 54895.289062
Iteration 79Q: 17 clusters Score -1.180505e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115732 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 190658 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 46259 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11009 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 14 contains 12026 members 
Mstep: Class 16 contains 84650 members 
Mstep: Class 18 contains 58160 members 
Mstep: Class 19 contains 53515 members 
Mstep: Class 20 contains 180117 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 222507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050856.000000 Penalty: 54895.289062
Iteration 80F: 17 clusters Score -1.180509e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115460 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190515 members 
Mstep: Class 5 contains 17690 members 
Mstep: Class 6 contains 46107 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 16 contains 84903 members 
Mstep: Class 18 contains 58170 members 
Mstep: Class 19 contains 53417 members 
Mstep: Class 20 contains 180056 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 222948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050920.000000 Penalty: 54895.289062
Iteration 81Q: 17 clusters Score -1.180509e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 115211 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190405 members 
Mstep: Class 5 contains 17720 members 
Mstep: Class 6 contains 45966 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 10 contains 10998 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 16 contains 85131 members 
Mstep: Class 18 contains 58182 members 
Mstep: Class 19 contains 53339 members 
Mstep: Class 20 contains 179996 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 223312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050872.000000 Penalty: 54895.289062
Iteration 82Q: 17 clusters Score -1.180509e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 114961 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190329 members 
Mstep: Class 5 contains 17748 members 
Mstep: Class 6 contains 45856 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 10 contains 10992 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 16 contains 85334 members 
Mstep: Class 18 contains 58201 members 
Mstep: Class 19 contains 53260 members 
Mstep: Class 20 contains 179923 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 223641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050816.000000 Penalty: 54895.289062
Iteration 83Q: 17 clusters Score -1.180508e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 114725 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190251 members 
Mstep: Class 5 contains 17789 members 
Mstep: Class 6 contains 45747 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10991 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 16 contains 85511 members 
Mstep: Class 18 contains 58211 members 
Mstep: Class 19 contains 53186 members 
Mstep: Class 20 contains 179850 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 223974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050832.000000 Penalty: 54895.289062
Iteration 84Q: 17 clusters Score -1.180508e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 114469 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190170 members 
Mstep: Class 5 contains 17833 members 
Mstep: Class 6 contains 45623 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 11 contains 2374 members 
Mstep: Class 14 contains 12143 members 
Mstep: Class 16 contains 85698 members 
Mstep: Class 18 contains 58220 members 
Mstep: Class 19 contains 53113 members 
Mstep: Class 20 contains 179812 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 224296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050904.000000 Penalty: 54895.289062
Iteration 85Q: 17 clusters Score -1.180509e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 114220 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 190110 members 
Mstep: Class 5 contains 17893 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 14 contains 12158 members 
Mstep: Class 16 contains 85887 members 
Mstep: Class 18 contains 58230 members 
Mstep: Class 19 contains 53034 members 
Mstep: Class 20 contains 179799 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 224513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051048.000000 Penalty: 54895.289062
Iteration 86Q: 17 clusters Score -1.18051e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 113978 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 190062 members 
Mstep: Class 5 contains 17941 members 
Mstep: Class 6 contains 45456 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 14 contains 12160 members 
Mstep: Class 16 contains 86075 members 
Mstep: Class 18 contains 58246 members 
Mstep: Class 19 contains 52977 members 
Mstep: Class 20 contains 179752 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 224731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051200.000000 Penalty: 54895.289062
Iteration 87Q: 17 clusters Score -1.180512e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 113746 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 190014 members 
Mstep: Class 5 contains 17981 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 14 contains 12162 members 
Mstep: Class 16 contains 86252 members 
Mstep: Class 18 contains 58252 members 
Mstep: Class 19 contains 52933 members 
Mstep: Class 20 contains 179707 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 224945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118050944.000000 Penalty: 54895.289062
Iteration 88Q: 17 clusters Score -1.180509e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 113492 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189968 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 45332 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10989 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 16 contains 86432 members 
Mstep: Class 18 contains 58258 members 
Mstep: Class 19 contains 52886 members 
Mstep: Class 20 contains 179663 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 225163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051048.000000 Penalty: 54895.289062
Iteration 89Q: 17 clusters Score -1.18051e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 113230 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189932 members 
Mstep: Class 5 contains 18049 members 
Mstep: Class 6 contains 45285 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10987 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 14 contains 12183 members 
Mstep: Class 16 contains 86605 members 
Mstep: Class 18 contains 58271 members 
Mstep: Class 19 contains 52836 members 
Mstep: Class 20 contains 179649 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 225360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051048.000000 Penalty: 54895.289062
Iteration 90Q: 17 clusters Score -1.18051e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 112974 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189914 members 
Mstep: Class 5 contains 18071 members 
Mstep: Class 6 contains 45250 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10984 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 14 contains 12198 members 
Mstep: Class 16 contains 86754 members 
Mstep: Class 18 contains 58280 members 
Mstep: Class 19 contains 52806 members 
Mstep: Class 20 contains 179622 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 225537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051104.000000 Penalty: 54895.289062
Iteration 91Q: 17 clusters Score -1.180511e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189883 members 
Mstep: Class 5 contains 18097 members 
Mstep: Class 6 contains 45211 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10979 members 
Mstep: Class 11 contains 2347 members 
Mstep: Class 14 contains 12205 members 
Mstep: Class 16 contains 86902 members 
Mstep: Class 18 contains 58288 members 
Mstep: Class 19 contains 52774 members 
Mstep: Class 20 contains 179612 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 225709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051280.000000 Penalty: 54895.289062
Iteration 92Q: 17 clusters Score -1.180513e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 112520 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189850 members 
Mstep: Class 5 contains 18124 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10976 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 14 contains 12211 members 
Mstep: Class 16 contains 87025 members 
Mstep: Class 18 contains 58291 members 
Mstep: Class 19 contains 52735 members 
Mstep: Class 20 contains 179599 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 225886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051152.000000 Penalty: 54895.289062
Iteration 93Q: 17 clusters Score -1.180512e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 112299 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189820 members 
Mstep: Class 5 contains 18141 members 
Mstep: Class 6 contains 45162 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10976 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 14 contains 12217 members 
Mstep: Class 16 contains 87133 members 
Mstep: Class 18 contains 58297 members 
Mstep: Class 19 contains 52708 members 
Mstep: Class 20 contains 179606 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051376.000000 Penalty: 54895.289062
Iteration 94Q: 17 clusters Score -1.180514e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 112060 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189783 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 6 contains 45144 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 14 contains 12228 members 
Mstep: Class 16 contains 87221 members 
Mstep: Class 18 contains 58306 members 
Mstep: Class 19 contains 52696 members 
Mstep: Class 20 contains 179611 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051440.000000 Penalty: 54895.289062
Iteration 95Q: 17 clusters Score -1.180514e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 111837 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189733 members 
Mstep: Class 5 contains 18191 members 
Mstep: Class 6 contains 45119 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10973 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 14 contains 12239 members 
Mstep: Class 16 contains 87328 members 
Mstep: Class 18 contains 58307 members 
Mstep: Class 19 contains 52677 members 
Mstep: Class 20 contains 179619 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051488.000000 Penalty: 54895.289062
Iteration 96Q: 17 clusters Score -1.180515e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 111589 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189692 members 
Mstep: Class 5 contains 18225 members 
Mstep: Class 6 contains 45089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 14 contains 12253 members 
Mstep: Class 16 contains 87418 members 
Mstep: Class 18 contains 58313 members 
Mstep: Class 19 contains 52670 members 
Mstep: Class 20 contains 179626 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051624.000000 Penalty: 54895.289062
Iteration 97Q: 17 clusters Score -1.180516e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 111357 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189672 members 
Mstep: Class 5 contains 18247 members 
Mstep: Class 6 contains 45064 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 14 contains 12272 members 
Mstep: Class 16 contains 87499 members 
Mstep: Class 18 contains 58312 members 
Mstep: Class 19 contains 52660 members 
Mstep: Class 20 contains 179646 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051784.000000 Penalty: 54895.289062
Iteration 98Q: 17 clusters Score -1.180518e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 111142 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189648 members 
Mstep: Class 5 contains 18273 members 
Mstep: Class 6 contains 45034 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 14 contains 12291 members 
Mstep: Class 16 contains 87580 members 
Mstep: Class 18 contains 58317 members 
Mstep: Class 19 contains 52646 members 
Mstep: Class 20 contains 179663 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 226886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051896.000000 Penalty: 54895.289062
Iteration 99Q: 17 clusters Score -1.180519e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 110908 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189639 members 
Mstep: Class 5 contains 18291 members 
Mstep: Class 6 contains 45014 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 16 contains 87660 members 
Mstep: Class 18 contains 58324 members 
Mstep: Class 19 contains 52632 members 
Mstep: Class 20 contains 179708 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 227000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 100F: 17 clusters Score -1.18052e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 110667 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189626 members 
Mstep: Class 5 contains 18310 members 
Mstep: Class 6 contains 45004 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 16 contains 87720 members 
Mstep: Class 18 contains 58328 members 
Mstep: Class 19 contains 52622 members 
Mstep: Class 20 contains 179753 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 227137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052248.000000 Penalty: 54895.289062
Iteration 101Q: 17 clusters Score -1.180522e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 110424 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189632 members 
Mstep: Class 5 contains 18337 members 
Mstep: Class 6 contains 44986 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10972 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 16 contains 87769 members 
Mstep: Class 18 contains 58332 members 
Mstep: Class 19 contains 52620 members 
Mstep: Class 20 contains 179790 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052368.000000 Penalty: 54895.289062
Iteration 102Q: 17 clusters Score -1.180524e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 110197 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189626 members 
Mstep: Class 5 contains 18371 members 
Mstep: Class 6 contains 44964 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 16 contains 87833 members 
Mstep: Class 18 contains 58334 members 
Mstep: Class 19 contains 52614 members 
Mstep: Class 20 contains 179817 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052264.000000 Penalty: 54895.289062
Iteration 103Q: 17 clusters Score -1.180523e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 109951 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189628 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 44944 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 16 contains 87895 members 
Mstep: Class 18 contains 58337 members 
Mstep: Class 19 contains 52614 members 
Mstep: Class 20 contains 179849 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052088.000000 Penalty: 54895.289062
Iteration 104Q: 17 clusters Score -1.180521e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 109715 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189614 members 
Mstep: Class 5 contains 18428 members 
Mstep: Class 6 contains 44922 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10971 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 14 contains 12339 members 
Mstep: Class 16 contains 87958 members 
Mstep: Class 18 contains 58341 members 
Mstep: Class 19 contains 52599 members 
Mstep: Class 20 contains 179901 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052064.000000 Penalty: 54895.289062
Iteration 105Q: 17 clusters Score -1.180521e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 109444 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189604 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 44912 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 16 contains 88033 members 
Mstep: Class 18 contains 58342 members 
Mstep: Class 19 contains 52585 members 
Mstep: Class 20 contains 179936 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052120.000000 Penalty: 54895.289062
Iteration 106Q: 17 clusters Score -1.180521e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 109191 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189604 members 
Mstep: Class 5 contains 18488 members 
Mstep: Class 6 contains 44912 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 14 contains 12346 members 
Mstep: Class 16 contains 88111 members 
Mstep: Class 18 contains 58350 members 
Mstep: Class 19 contains 52571 members 
Mstep: Class 20 contains 179974 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 227956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052072.000000 Penalty: 54895.289062
Iteration 107Q: 17 clusters Score -1.180521e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 108935 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189602 members 
Mstep: Class 5 contains 18521 members 
Mstep: Class 6 contains 44896 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10963 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 14 contains 12347 members 
Mstep: Class 16 contains 88180 members 
Mstep: Class 18 contains 58351 members 
Mstep: Class 19 contains 52577 members 
Mstep: Class 20 contains 179999 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 228098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052056.000000 Penalty: 54895.289062
Iteration 108Q: 17 clusters Score -1.180521e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 108656 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189600 members 
Mstep: Class 5 contains 18556 members 
Mstep: Class 6 contains 44881 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10961 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 14 contains 12352 members 
Mstep: Class 16 contains 88248 members 
Mstep: Class 18 contains 58351 members 
Mstep: Class 19 contains 52581 members 
Mstep: Class 20 contains 180032 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 228254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052240.000000 Penalty: 54895.289062
Iteration 109Q: 17 clusters Score -1.180522e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 108385 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189595 members 
Mstep: Class 5 contains 18592 members 
Mstep: Class 6 contains 44864 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10958 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 14 contains 12353 members 
Mstep: Class 16 contains 88311 members 
Mstep: Class 18 contains 58354 members 
Mstep: Class 19 contains 52571 members 
Mstep: Class 20 contains 180070 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 228422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052272.000000 Penalty: 54895.289062
Iteration 110Q: 17 clusters Score -1.180523e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 108098 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189595 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 6 contains 44845 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10957 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 14 contains 12358 members 
Mstep: Class 16 contains 88389 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 19 contains 52565 members 
Mstep: Class 20 contains 180111 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 228568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052416.000000 Penalty: 54895.289062
Iteration 111Q: 17 clusters Score -1.180524e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 107803 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189599 members 
Mstep: Class 5 contains 18660 members 
Mstep: Class 6 contains 44832 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10957 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 16 contains 88439 members 
Mstep: Class 18 contains 58362 members 
Mstep: Class 19 contains 52557 members 
Mstep: Class 20 contains 180164 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 228742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052456.000000 Penalty: 54895.289062
Iteration 112Q: 17 clusters Score -1.180525e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 107524 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189601 members 
Mstep: Class 5 contains 18687 members 
Mstep: Class 6 contains 44812 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10954 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 14 contains 12366 members 
Mstep: Class 16 contains 88496 members 
Mstep: Class 18 contains 58363 members 
Mstep: Class 19 contains 52547 members 
Mstep: Class 20 contains 180181 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 228946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 113Q: 17 clusters Score -1.180526e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 107251 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189606 members 
Mstep: Class 5 contains 18712 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10952 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 16 contains 88559 members 
Mstep: Class 18 contains 58365 members 
Mstep: Class 19 contains 52545 members 
Mstep: Class 20 contains 180213 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 229104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 114Q: 17 clusters Score -1.180525e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 106980 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189610 members 
Mstep: Class 5 contains 18728 members 
Mstep: Class 6 contains 44791 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10950 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 14 contains 12377 members 
Mstep: Class 16 contains 88622 members 
Mstep: Class 18 contains 58369 members 
Mstep: Class 19 contains 52547 members 
Mstep: Class 20 contains 180236 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 229267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052744.000000 Penalty: 54895.289062
Iteration 115Q: 17 clusters Score -1.180527e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 106722 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189605 members 
Mstep: Class 5 contains 18756 members 
Mstep: Class 6 contains 44783 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 14 contains 12380 members 
Mstep: Class 16 contains 88680 members 
Mstep: Class 18 contains 58373 members 
Mstep: Class 19 contains 52554 members 
Mstep: Class 20 contains 180255 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 229421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052816.000000 Penalty: 54895.289062
Iteration 116Q: 17 clusters Score -1.180528e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 106445 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189600 members 
Mstep: Class 5 contains 18777 members 
Mstep: Class 6 contains 44773 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10949 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 14 contains 12389 members 
Mstep: Class 16 contains 88727 members 
Mstep: Class 18 contains 58378 members 
Mstep: Class 19 contains 52557 members 
Mstep: Class 20 contains 180296 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 229588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052672.000000 Penalty: 54895.289062
Iteration 117Q: 17 clusters Score -1.180527e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 106155 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189597 members 
Mstep: Class 5 contains 18805 members 
Mstep: Class 6 contains 44755 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10946 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 16 contains 88776 members 
Mstep: Class 18 contains 58387 members 
Mstep: Class 19 contains 52555 members 
Mstep: Class 20 contains 180339 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 229767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052624.000000 Penalty: 54895.289062
Iteration 118Q: 17 clusters Score -1.180526e+08 nChanged 518
Entering ConstructFrom: 
Score: -118052624.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2261445.750000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2261446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2247808.000000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2247808 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2252221.500000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2252222 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2252644.750000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2252645 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2253054.250000 Penalty: 4897.609863
	Iteration 3F: 3 clusters Score -2253054 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2253529.750000 Penalty: 4897.609863
	Iteration 4Q: 3 clusters Score -2253530 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2254117.500000 Penalty: 4897.609863
	Iteration 5F: 3 clusters Score -2254118 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2254833.750000 Penalty: 4897.609863
	Iteration 6F: 3 clusters Score -2254834 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2255551.250000 Penalty: 4897.609863
	Iteration 7F: 3 clusters Score -2255551 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2256278.250000 Penalty: 4897.609863
	Iteration 8F: 3 clusters Score -2256278 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2256986.750000 Penalty: 4897.609863
	Iteration 9F: 3 clusters Score -2256987 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2257612.000000 Penalty: 4897.609863
	Iteration 10F: 3 clusters Score -2257612 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2258100.750000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2258101 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2258538.750000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2258539 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2258877.250000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2258877 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2259166.000000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2259166 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2259397.000000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2259397 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2259580.000000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2259580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2259744.750000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2259745 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2259879.500000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2259880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2259980.000000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2259980 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2260053.250000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2260053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2260101.500000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2260102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2260162.000000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2260162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2260199.250000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2260199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2260215.750000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2260216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2260237.250000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2260237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2260243.750000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2260244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2260254.250000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2260254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2260255.250000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2260255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2260259.750000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2260260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2260258.000000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2260258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2260259.000000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2260259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2260263.500000 Penalty: 4897.609863
	Iteration 32Q: 3 clusters Score -2260264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2260262.500000 Penalty: 4897.609863
	Iteration 33Q: 3 clusters Score -2260262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2260264.000000 Penalty: 4897.609863
	Iteration 34Q: 3 clusters Score -2260264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2260264.000000 Penalty: 4897.609863
	Iteration 35F: 3 clusters Score -2260264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Entering Unmasked Estep 
Score: -12541132.000000 Penalty: 2869.307373
	Iteration 0F: 2 clusters Score -1.254113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -12470745.000000 Penalty: 5738.614746
	Iteration 0F: 3 clusters Score -1.247074e+07 nChanged 49821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -12499113.000000 Penalty: 5738.614746
	Iteration 1F: 3 clusters Score -1.249911e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -12500129.000000 Penalty: 5738.614746
	Iteration 2Q: 3 clusters Score -1.250013e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -12501737.000000 Penalty: 5738.614746
	Iteration 3Q: 3 clusters Score -1.250174e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -12504133.000000 Penalty: 5738.614746
	Iteration 4Q: 3 clusters Score -1.250413e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -12507858.000000 Penalty: 5738.614746
	Iteration 5F: 3 clusters Score -1.250786e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -12513439.000000 Penalty: 5738.614746
	Iteration 6F: 3 clusters Score -1.251344e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -12520497.000000 Penalty: 5738.614746
	Iteration 7F: 3 clusters Score -1.25205e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -12527025.000000 Penalty: 5738.614746
	Iteration 8F: 3 clusters Score -1.252702e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -12530465.000000 Penalty: 5738.614746
	Iteration 9F: 3 clusters Score -1.253046e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -12531951.000000 Penalty: 5738.614746
	Iteration 10Q: 3 clusters Score -1.253195e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -12532943.000000 Penalty: 5738.614746
	Iteration 11Q: 3 clusters Score -1.253294e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -12533785.000000 Penalty: 5738.614746
	Iteration 12Q: 3 clusters Score -1.253378e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -12534432.000000 Penalty: 5738.614746
	Iteration 13Q: 3 clusters Score -1.253443e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -12534861.000000 Penalty: 5738.614746
	Iteration 14Q: 3 clusters Score -1.253486e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -12535204.000000 Penalty: 5738.614746
	Iteration 15Q: 3 clusters Score -1.25352e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -12535479.000000 Penalty: 5738.614746
	Iteration 16Q: 3 clusters Score -1.253548e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -12535724.000000 Penalty: 5738.614746
	Iteration 17Q: 3 clusters Score -1.253572e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -12535910.000000 Penalty: 5738.614746
	Iteration 18Q: 3 clusters Score -1.253591e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -12536129.000000 Penalty: 5738.614746
	Iteration 19Q: 3 clusters Score -1.253613e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -12536269.000000 Penalty: 5738.614746
	Iteration 20F: 3 clusters Score -1.253627e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -12536452.000000 Penalty: 5738.614746
	Iteration 21Q: 3 clusters Score -1.253645e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -12536749.000000 Penalty: 5738.614746
	Iteration 22Q: 3 clusters Score -1.253675e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -12536926.000000 Penalty: 5738.614746
	Iteration 23Q: 3 clusters Score -1.253693e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -12537150.000000 Penalty: 5738.614746
	Iteration 24Q: 3 clusters Score -1.253715e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -12537345.000000 Penalty: 5738.614746
	Iteration 25Q: 3 clusters Score -1.253734e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -12537530.000000 Penalty: 5738.614746
	Iteration 26Q: 3 clusters Score -1.253753e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -12537699.000000 Penalty: 5738.614746
	Iteration 27Q: 3 clusters Score -1.25377e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -12537874.000000 Penalty: 5738.614746
	Iteration 28Q: 3 clusters Score -1.253787e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -12538049.000000 Penalty: 5738.614746
	Iteration 29Q: 3 clusters Score -1.253805e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -12538176.000000 Penalty: 5738.614746
	Iteration 30Q: 3 clusters Score -1.253818e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -12538325.000000 Penalty: 5738.614746
	Iteration 31Q: 3 clusters Score -1.253832e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -12538432.000000 Penalty: 5738.614746
	Iteration 32Q: 3 clusters Score -1.253843e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -12538519.000000 Penalty: 5738.614746
	Iteration 33Q: 3 clusters Score -1.253852e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -12538608.000000 Penalty: 5738.614746
	Iteration 34Q: 3 clusters Score -1.253861e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -12538656.000000 Penalty: 5738.614746
	Iteration 35Q: 3 clusters Score -1.253866e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -12538756.000000 Penalty: 5738.614746
	Iteration 36Q: 3 clusters Score -1.253876e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -12538799.000000 Penalty: 5738.614746
	Iteration 37Q: 3 clusters Score -1.25388e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -12538845.000000 Penalty: 5738.614746
	Iteration 38Q: 3 clusters Score -1.253884e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -12538863.000000 Penalty: 5738.614746
	Iteration 39Q: 3 clusters Score -1.253886e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -12538905.000000 Penalty: 5738.614746
	Iteration 40F: 3 clusters Score -1.25389e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12538919.000000 Penalty: 5738.614746
	Iteration 41Q: 3 clusters Score -1.253892e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -12538962.000000 Penalty: 5738.614746
	Iteration 42Q: 3 clusters Score -1.253896e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -12539004.000000 Penalty: 5738.614746
	Iteration 43Q: 3 clusters Score -1.2539e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -12539069.000000 Penalty: 5738.614746
	Iteration 44Q: 3 clusters Score -1.253907e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -12539074.000000 Penalty: 5738.614746
	Iteration 45Q: 3 clusters Score -1.253907e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -12539098.000000 Penalty: 5738.614746
	Iteration 46Q: 3 clusters Score -1.25391e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -12539088.000000 Penalty: 5738.614746
	Iteration 47Q: 3 clusters Score -1.253909e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -12539117.000000 Penalty: 5738.614746
	Iteration 48Q: 3 clusters Score -1.253912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -12539119.000000 Penalty: 5738.614746
	Iteration 49Q: 3 clusters Score -1.253912e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -12539118.000000 Penalty: 5738.614746
	Iteration 50Q: 3 clusters Score -1.253912e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -12539140.000000 Penalty: 5738.614746
	Iteration 51Q: 3 clusters Score -1.253914e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -12539149.000000 Penalty: 5738.614746
	Iteration 52Q: 3 clusters Score -1.253915e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -12539156.000000 Penalty: 5738.614746
	Iteration 53Q: 3 clusters Score -1.253916e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 102142 members 
Entering Unmasked Estep 
Score: -12539179.000000 Penalty: 5738.614746
	Iteration 54Q: 3 clusters Score -1.253918e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -12539212.000000 Penalty: 5738.614746
	Iteration 55Q: 3 clusters Score -1.253921e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -12539264.000000 Penalty: 5738.614746
	Iteration 56Q: 3 clusters Score -1.253926e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -12539269.000000 Penalty: 5738.614746
	Iteration 57Q: 3 clusters Score -1.253927e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -12539229.000000 Penalty: 5738.614746
	Iteration 58Q: 3 clusters Score -1.253923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -12539233.000000 Penalty: 5738.614746
	Iteration 59Q: 3 clusters Score -1.253923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 102608 members 
Entering Unmasked Estep 
Score: -12539236.000000 Penalty: 5738.614746
	Iteration 60F: 3 clusters Score -1.253924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -12539253.000000 Penalty: 5738.614746
	Iteration 61Q: 3 clusters Score -1.253925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -12539266.000000 Penalty: 5738.614746
	Iteration 62Q: 3 clusters Score -1.253927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -12539287.000000 Penalty: 5738.614746
	Iteration 63Q: 3 clusters Score -1.253929e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -12539285.000000 Penalty: 5738.614746
	Iteration 64Q: 3 clusters Score -1.253928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -12539307.000000 Penalty: 5738.614746
	Iteration 65Q: 3 clusters Score -1.253931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -12539313.000000 Penalty: 5738.614746
	Iteration 66Q: 3 clusters Score -1.253931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -12539324.000000 Penalty: 5738.614746
	Iteration 67Q: 3 clusters Score -1.253932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -12539306.000000 Penalty: 5738.614746
	Iteration 68Q: 3 clusters Score -1.253931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -12539315.000000 Penalty: 5738.614746
	Iteration 69Q: 3 clusters Score -1.253932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -12539321.000000 Penalty: 5738.614746
	Iteration 70Q: 3 clusters Score -1.253932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -12539306.000000 Penalty: 5738.614746
	Iteration 71Q: 3 clusters Score -1.253931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 102923 members 
Entering Unmasked Estep 
Score: -12539307.000000 Penalty: 5738.614746
	Iteration 72Q: 3 clusters Score -1.253931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -12539316.000000 Penalty: 5738.614746
	Iteration 73Q: 3 clusters Score -1.253932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -12539312.000000 Penalty: 5738.614746
	Iteration 74Q: 3 clusters Score -1.253931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -12539310.000000 Penalty: 5738.614746
	Iteration 75Q: 3 clusters Score -1.253931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -12539309.000000 Penalty: 5738.614746
	Iteration 76Q: 3 clusters Score -1.253931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -12539307.000000 Penalty: 5738.614746
	Iteration 77Q: 3 clusters Score -1.253931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 102953 members 
Entering Unmasked Estep 
Score: -12539316.000000 Penalty: 5738.614746
	Iteration 78Q: 3 clusters Score -1.253932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -12539321.000000 Penalty: 5738.614746
	Iteration 79Q: 3 clusters Score -1.253932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -12539332.000000 Penalty: 5738.614746
	Iteration 80F: 3 clusters Score -1.253933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -12539332.000000 Penalty: 5738.614746
	Iteration 81Q: 3 clusters Score -1.253933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -12539332.000000 Penalty: 5738.614746
	Iteration 82F: 3 clusters Score -1.253933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -69714.539062 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -69714.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68113.750000 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -68113.75 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68402.898438 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -68402.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68643.210938 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -68643.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68767.757812 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -68767.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68955.695312 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -68955.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69050.953125 Penalty: 3217.135742
	Iteration 5F: 3 clusters Score -69050.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69120.515625 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -69120.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -69169.398438 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -69169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69194.171875 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -69194.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69195.843750 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -69195.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69195.843750 Penalty: 3217.135742
	Iteration 10F: 3 clusters Score -69195.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189593 members 
Entering Unmasked Estep 
Score: -22506998.000000 Penalty: 3013.853271
	Iteration 0F: 2 clusters Score -2.2507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -22394112.000000 Penalty: 6027.706543
	Iteration 0F: 3 clusters Score -2.239411e+07 nChanged 90942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -22447040.000000 Penalty: 6027.706543
	Iteration 1F: 3 clusters Score -2.244704e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -22447728.000000 Penalty: 6027.706543
	Iteration 2Q: 3 clusters Score -2.244773e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -22448870.000000 Penalty: 6027.706543
	Iteration 3Q: 3 clusters Score -2.244887e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -22449998.000000 Penalty: 6027.706543
	Iteration 4Q: 3 clusters Score -2.245e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -22451414.000000 Penalty: 6027.706543
	Iteration 5Q: 3 clusters Score -2.245141e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -22454430.000000 Penalty: 6027.706543
	Iteration 6Q: 3 clusters Score -2.245443e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -22459550.000000 Penalty: 6027.706543
	Iteration 7F: 3 clusters Score -2.245955e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -22468434.000000 Penalty: 6027.706543
	Iteration 8F: 3 clusters Score -2.246843e+07 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -22481404.000000 Penalty: 6027.706543
	Iteration 9F: 3 clusters Score -2.24814e+07 nChanged 15454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168030 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -22492438.000000 Penalty: 6027.706543
	Iteration 10F: 3 clusters Score -2.249244e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -22498432.000000 Penalty: 6027.706543
	Iteration 11F: 3 clusters Score -2.249843e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184429 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -22501338.000000 Penalty: 6027.706543
	Iteration 12Q: 3 clusters Score -2.250134e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -22502600.000000 Penalty: 6027.706543
	Iteration 13Q: 3 clusters Score -2.25026e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188146 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -22503374.000000 Penalty: 6027.706543
	Iteration 14Q: 3 clusters Score -2.250337e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188618 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22503746.000000 Penalty: 6027.706543
	Iteration 15Q: 3 clusters Score -2.250375e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188866 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22504000.000000 Penalty: 6027.706543
	Iteration 16Q: 3 clusters Score -2.2504e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188975 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22504134.000000 Penalty: 6027.706543
	Iteration 17Q: 3 clusters Score -2.250413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189048 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22504218.000000 Penalty: 6027.706543
	Iteration 18Q: 3 clusters Score -2.250422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189086 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22504254.000000 Penalty: 6027.706543
	Iteration 19Q: 3 clusters Score -2.250425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22504288.000000 Penalty: 6027.706543
	Iteration 20F: 3 clusters Score -2.250429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22504308.000000 Penalty: 6027.706543
	Iteration 21Q: 3 clusters Score -2.250431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22504332.000000 Penalty: 6027.706543
	Iteration 22Q: 3 clusters Score -2.250433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22504320.000000 Penalty: 6027.706543
	Iteration 23Q: 3 clusters Score -2.250432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189141 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22504326.000000 Penalty: 6027.706543
	Iteration 24Q: 3 clusters Score -2.250433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22504348.000000 Penalty: 6027.706543
	Iteration 25Q: 3 clusters Score -2.250435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22504346.000000 Penalty: 6027.706543
	Iteration 26Q: 3 clusters Score -2.250435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22504356.000000 Penalty: 6027.706543
	Iteration 27Q: 3 clusters Score -2.250436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22504350.000000 Penalty: 6027.706543
	Iteration 28Q: 3 clusters Score -2.250435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22504360.000000 Penalty: 6027.706543
	Iteration 29Q: 3 clusters Score -2.250436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22504360.000000 Penalty: 6027.706543
	Iteration 30F: 3 clusters Score -2.250436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Entering Unmasked Estep 
Score: -2254334.750000 Penalty: 2441.022949
	Iteration 0F: 2 clusters Score -2254335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2240871.000000 Penalty: 4882.045898
	Iteration 0F: 3 clusters Score -2240871 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2245458.750000 Penalty: 4882.045898
	Iteration 1F: 3 clusters Score -2245459 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2245773.500000 Penalty: 4882.045898
	Iteration 2F: 3 clusters Score -2245774 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2246000.250000 Penalty: 4882.045898
	Iteration 3Q: 3 clusters Score -2246000 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2246195.500000 Penalty: 4882.045898
	Iteration 4Q: 3 clusters Score -2246196 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2246372.250000 Penalty: 4882.045898
	Iteration 5Q: 3 clusters Score -2246372 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2246547.500000 Penalty: 4882.045898
	Iteration 6Q: 3 clusters Score -2246548 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2246756.750000 Penalty: 4882.045898
	Iteration 7Q: 3 clusters Score -2246757 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2247023.500000 Penalty: 4882.045898
	Iteration 8Q: 3 clusters Score -2247024 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2247403.500000 Penalty: 4882.045898
	Iteration 9Q: 3 clusters Score -2247404 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2247888.500000 Penalty: 4882.045898
	Iteration 10Q: 3 clusters Score -2247888 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2248523.500000 Penalty: 4882.045898
	Iteration 11Q: 3 clusters Score -2248524 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2249374.750000 Penalty: 4882.045898
	Iteration 12F: 3 clusters Score -2249375 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2250284.250000 Penalty: 4882.045898
	Iteration 13F: 3 clusters Score -2250284 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2250979.000000 Penalty: 4882.045898
	Iteration 14Q: 3 clusters Score -2250979 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2251404.250000 Penalty: 4882.045898
	Iteration 15Q: 3 clusters Score -2251404 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2251609.750000 Penalty: 4882.045898
	Iteration 16Q: 3 clusters Score -2251610 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2251730.250000 Penalty: 4882.045898
	Iteration 17Q: 3 clusters Score -2251730 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2251795.000000 Penalty: 4882.045898
	Iteration 18Q: 3 clusters Score -2251795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2251850.250000 Penalty: 4882.045898
	Iteration 19Q: 3 clusters Score -2251850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2251885.500000 Penalty: 4882.045898
	Iteration 20F: 3 clusters Score -2251886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2251913.000000 Penalty: 4882.045898
	Iteration 21Q: 3 clusters Score -2251913 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2251947.000000 Penalty: 4882.045898
	Iteration 22Q: 3 clusters Score -2251947 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2251969.750000 Penalty: 4882.045898
	Iteration 23Q: 3 clusters Score -2251970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2251990.000000 Penalty: 4882.045898
	Iteration 24Q: 3 clusters Score -2251990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2252015.250000 Penalty: 4882.045898
	Iteration 25Q: 3 clusters Score -2252015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2252027.500000 Penalty: 4882.045898
	Iteration 26Q: 3 clusters Score -2252028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2252051.000000 Penalty: 4882.045898
	Iteration 27Q: 3 clusters Score -2252051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2252065.750000 Penalty: 4882.045898
	Iteration 28Q: 3 clusters Score -2252066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2252076.500000 Penalty: 4882.045898
	Iteration 29Q: 3 clusters Score -2252076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2252086.750000 Penalty: 4882.045898
	Iteration 30Q: 3 clusters Score -2252087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2252097.750000 Penalty: 4882.045898
	Iteration 31Q: 3 clusters Score -2252098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2252105.250000 Penalty: 4882.045898
	Iteration 32Q: 3 clusters Score -2252105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2252113.000000 Penalty: 4882.045898
	Iteration 33Q: 3 clusters Score -2252113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2252119.750000 Penalty: 4882.045898
	Iteration 34Q: 3 clusters Score -2252120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2252127.500000 Penalty: 4882.045898
	Iteration 35Q: 3 clusters Score -2252128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2252132.000000 Penalty: 4882.045898
	Iteration 36Q: 3 clusters Score -2252132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2252145.250000 Penalty: 4882.045898
	Iteration 37Q: 3 clusters Score -2252145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2252150.500000 Penalty: 4882.045898
	Iteration 38Q: 3 clusters Score -2252150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2252162.750000 Penalty: 4882.045898
	Iteration 39Q: 3 clusters Score -2252163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2252171.750000 Penalty: 4882.045898
	Iteration 40F: 3 clusters Score -2252172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2252175.250000 Penalty: 4882.045898
	Iteration 41Q: 3 clusters Score -2252175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2252174.250000 Penalty: 4882.045898
	Iteration 42Q: 3 clusters Score -2252174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2252182.000000 Penalty: 4882.045898
	Iteration 43Q: 3 clusters Score -2252182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2252184.500000 Penalty: 4882.045898
	Iteration 44Q: 3 clusters Score -2252184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2252183.750000 Penalty: 4882.045898
	Iteration 45Q: 3 clusters Score -2252184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2252184.000000 Penalty: 4882.045898
	Iteration 46Q: 3 clusters Score -2252184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2252187.000000 Penalty: 4882.045898
	Iteration 47Q: 3 clusters Score -2252187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2252191.750000 Penalty: 4882.045898
	Iteration 48Q: 3 clusters Score -2252192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2252192.750000 Penalty: 4882.045898
	Iteration 49Q: 3 clusters Score -2252193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2252198.250000 Penalty: 4882.045898
	Iteration 50Q: 3 clusters Score -2252198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2252197.500000 Penalty: 4882.045898
	Iteration 51Q: 3 clusters Score -2252198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2252201.500000 Penalty: 4882.045898
	Iteration 52Q: 3 clusters Score -2252202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2252204.250000 Penalty: 4882.045898
	Iteration 53Q: 3 clusters Score -2252204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2252211.250000 Penalty: 4882.045898
	Iteration 54Q: 3 clusters Score -2252211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2252215.750000 Penalty: 4882.045898
	Iteration 55Q: 3 clusters Score -2252216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2252222.000000 Penalty: 4882.045898
	Iteration 56Q: 3 clusters Score -2252222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2252224.250000 Penalty: 4882.045898
	Iteration 57Q: 3 clusters Score -2252224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2252229.250000 Penalty: 4882.045898
	Iteration 58Q: 3 clusters Score -2252229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2252224.750000 Penalty: 4882.045898
	Iteration 59Q: 3 clusters Score -2252225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2252232.000000 Penalty: 4882.045898
	Iteration 60F: 3 clusters Score -2252232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2252236.250000 Penalty: 4882.045898
	Iteration 61Q: 3 clusters Score -2252236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2252239.750000 Penalty: 4882.045898
	Iteration 62Q: 3 clusters Score -2252240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2252241.000000 Penalty: 4882.045898
	Iteration 63Q: 3 clusters Score -2252241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2252250.750000 Penalty: 4882.045898
	Iteration 64Q: 3 clusters Score -2252251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2252249.500000 Penalty: 4882.045898
	Iteration 65Q: 3 clusters Score -2252250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2252254.750000 Penalty: 4882.045898
	Iteration 66Q: 3 clusters Score -2252255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2252254.750000 Penalty: 4882.045898
	Iteration 67Q: 3 clusters Score -2252255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2252256.750000 Penalty: 4882.045898
	Iteration 68Q: 3 clusters Score -2252257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2252263.250000 Penalty: 4882.045898
	Iteration 69Q: 3 clusters Score -2252263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2252269.000000 Penalty: 4882.045898
	Iteration 70Q: 3 clusters Score -2252269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2252276.250000 Penalty: 4882.045898
	Iteration 71Q: 3 clusters Score -2252276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2252275.750000 Penalty: 4882.045898
	Iteration 72Q: 3 clusters Score -2252276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2252281.500000 Penalty: 4882.045898
	Iteration 73Q: 3 clusters Score -2252282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2252287.750000 Penalty: 4882.045898
	Iteration 74Q: 3 clusters Score -2252288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2252290.750000 Penalty: 4882.045898
	Iteration 75Q: 3 clusters Score -2252291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2252301.000000 Penalty: 4882.045898
	Iteration 76Q: 3 clusters Score -2252301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2252304.250000 Penalty: 4882.045898
	Iteration 77Q: 3 clusters Score -2252304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2252310.000000 Penalty: 4882.045898
	Iteration 78Q: 3 clusters Score -2252310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2252308.000000 Penalty: 4882.045898
	Iteration 79Q: 3 clusters Score -2252308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2252310.750000 Penalty: 4882.045898
	Iteration 80F: 3 clusters Score -2252311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2252310.500000 Penalty: 4882.045898
	Iteration 81Q: 3 clusters Score -2252310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2252310.750000 Penalty: 4882.045898
	Iteration 82Q: 3 clusters Score -2252311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2252311.500000 Penalty: 4882.045898
	Iteration 83Q: 3 clusters Score -2252312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2252314.250000 Penalty: 4882.045898
	Iteration 84Q: 3 clusters Score -2252314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2252319.250000 Penalty: 4882.045898
	Iteration 85Q: 3 clusters Score -2252319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2252317.250000 Penalty: 4882.045898
	Iteration 86Q: 3 clusters Score -2252317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2252321.000000 Penalty: 4882.045898
	Iteration 87Q: 3 clusters Score -2252321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2252321.750000 Penalty: 4882.045898
	Iteration 88Q: 3 clusters Score -2252322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2252327.750000 Penalty: 4882.045898
	Iteration 89Q: 3 clusters Score -2252328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2252328.750000 Penalty: 4882.045898
	Iteration 90Q: 3 clusters Score -2252329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2252323.750000 Penalty: 4882.045898
	Iteration 91Q: 3 clusters Score -2252324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2252332.250000 Penalty: 4882.045898
	Iteration 92Q: 3 clusters Score -2252332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2252331.250000 Penalty: 4882.045898
	Iteration 93Q: 3 clusters Score -2252331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2252337.000000 Penalty: 4882.045898
	Iteration 94Q: 3 clusters Score -2252337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2252336.500000 Penalty: 4882.045898
	Iteration 95Q: 3 clusters Score -2252336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2252336.250000 Penalty: 4882.045898
	Iteration 96Q: 3 clusters Score -2252336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2252335.250000 Penalty: 4882.045898
	Iteration 97Q: 3 clusters Score -2252335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2252335.750000 Penalty: 4882.045898
	Iteration 98Q: 3 clusters Score -2252336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2252337.000000 Penalty: 4882.045898
	Iteration 99Q: 3 clusters Score -2252337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2252336.750000 Penalty: 4882.045898
	Iteration 100F: 3 clusters Score -2252337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2252337.000000 Penalty: 4882.045898
	Iteration 101Q: 3 clusters Score -2252337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2252338.000000 Penalty: 4882.045898
	Iteration 102Q: 3 clusters Score -2252338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2252337.000000 Penalty: 4882.045898
	Iteration 103Q: 3 clusters Score -2252337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2252336.000000 Penalty: 4882.045898
	Iteration 104Q: 3 clusters Score -2252336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2252340.500000 Penalty: 4882.045898
	Iteration 105Q: 3 clusters Score -2252340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2252340.750000 Penalty: 4882.045898
	Iteration 106Q: 3 clusters Score -2252341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2252341.500000 Penalty: 4882.045898
	Iteration 107Q: 3 clusters Score -2252342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2252341.500000 Penalty: 4882.045898
	Iteration 108Q: 3 clusters Score -2252342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2252343.500000 Penalty: 4882.045898
	Iteration 109Q: 3 clusters Score -2252344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2252344.500000 Penalty: 4882.045898
	Iteration 110Q: 3 clusters Score -2252344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2252344.250000 Penalty: 4882.045898
	Iteration 111Q: 3 clusters Score -2252344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2252343.500000 Penalty: 4882.045898
	Iteration 112Q: 3 clusters Score -2252344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2252343.500000 Penalty: 4882.045898
	Iteration 113Q: 3 clusters Score -2252344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2252345.500000 Penalty: 4882.045898
	Iteration 114Q: 3 clusters Score -2252346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2252344.250000 Penalty: 4882.045898
	Iteration 115Q: 3 clusters Score -2252344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2252346.250000 Penalty: 4882.045898
	Iteration 116Q: 3 clusters Score -2252346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2252346.000000 Penalty: 4882.045898
	Iteration 117Q: 3 clusters Score -2252346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2252346.000000 Penalty: 4882.045898
	Iteration 118F: 3 clusters Score -2252346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Entering Unmasked Estep 
Score: -5106072.500000 Penalty: 2655.749512
	Iteration 0F: 2 clusters Score -5106072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5075770.500000 Penalty: 5311.499023
	Iteration 0F: 3 clusters Score -5075770 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5087045.000000 Penalty: 5311.499023
	Iteration 1F: 3 clusters Score -5087045 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5087485.500000 Penalty: 5311.499023
	Iteration 2Q: 3 clusters Score -5087486 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5087834.500000 Penalty: 5311.499023
	Iteration 3Q: 3 clusters Score -5087834 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -5088124.000000 Penalty: 5311.499023
	Iteration 4Q: 3 clusters Score -5088124 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5088421.000000 Penalty: 5311.499023
	Iteration 5Q: 3 clusters Score -5088421 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5088713.000000 Penalty: 5311.499023
	Iteration 6Q: 3 clusters Score -5088713 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5089081.500000 Penalty: 5311.499023
	Iteration 7Q: 3 clusters Score -5089082 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5089610.000000 Penalty: 5311.499023
	Iteration 8Q: 3 clusters Score -5089610 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5090458.000000 Penalty: 5311.499023
	Iteration 9Q: 3 clusters Score -5090458 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5091820.000000 Penalty: 5311.499023
	Iteration 10F: 3 clusters Score -5091820 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5093818.500000 Penalty: 5311.499023
	Iteration 11F: 3 clusters Score -5093818 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -5096339.500000 Penalty: 5311.499023
	Iteration 12F: 3 clusters Score -5096340 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -5099003.500000 Penalty: 5311.499023
	Iteration 13F: 3 clusters Score -5099004 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5101094.500000 Penalty: 5311.499023
	Iteration 14F: 3 clusters Score -5101094 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5102461.500000 Penalty: 5311.499023
	Iteration 15Q: 3 clusters Score -5102462 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5103206.000000 Penalty: 5311.499023
	Iteration 16Q: 3 clusters Score -5103206 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5103550.500000 Penalty: 5311.499023
	Iteration 17Q: 3 clusters Score -5103550 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5103705.500000 Penalty: 5311.499023
	Iteration 18Q: 3 clusters Score -5103706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5103817.000000 Penalty: 5311.499023
	Iteration 19Q: 3 clusters Score -5103817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5103869.000000 Penalty: 5311.499023
	Iteration 20F: 3 clusters Score -5103869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5103895.500000 Penalty: 5311.499023
	Iteration 21Q: 3 clusters Score -5103896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5103910.000000 Penalty: 5311.499023
	Iteration 22Q: 3 clusters Score -5103910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5103917.500000 Penalty: 5311.499023
	Iteration 23Q: 3 clusters Score -5103918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5103924.000000 Penalty: 5311.499023
	Iteration 24Q: 3 clusters Score -5103924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5103931.500000 Penalty: 5311.499023
	Iteration 25Q: 3 clusters Score -5103932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5103939.000000 Penalty: 5311.499023
	Iteration 26Q: 3 clusters Score -5103939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5103944.000000 Penalty: 5311.499023
	Iteration 27Q: 3 clusters Score -5103944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5103956.000000 Penalty: 5311.499023
	Iteration 28Q: 3 clusters Score -5103956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5103961.500000 Penalty: 5311.499023
	Iteration 29Q: 3 clusters Score -5103962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5103960.500000 Penalty: 5311.499023
	Iteration 30Q: 3 clusters Score -5103960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5103970.000000 Penalty: 5311.499023
	Iteration 31Q: 3 clusters Score -5103970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5103973.000000 Penalty: 5311.499023
	Iteration 32Q: 3 clusters Score -5103973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5103979.000000 Penalty: 5311.499023
	Iteration 33Q: 3 clusters Score -5103979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5103983.000000 Penalty: 5311.499023
	Iteration 34Q: 3 clusters Score -5103983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5103983.000000 Penalty: 5311.499023
	Iteration 35Q: 3 clusters Score -5103983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5103983.000000 Penalty: 5311.499023
	Iteration 36F: 3 clusters Score -5103983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -375728.468750 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375728.5 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376609.281250 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376609.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -376955.718750 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -376955.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -377442.875000 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -377442.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -378116.812500 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -378116.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -378628.406250 Penalty: 4024.556396
	Iteration 5F: 3 clusters Score -378628.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -378856.781250 Penalty: 4024.556396
	Iteration 6F: 3 clusters Score -378856.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -378962.750000 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -378962.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -379020.875000 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -379020.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -379059.593750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379059.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -379127.437500 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379127.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -379242.781250 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379242.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -379351.562500 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379351.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -379429.000000 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -379497.437500 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -379497.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -379554.031250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -379554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -379608.406250 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -379608.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -379637.750000 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -379637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -379650.187500 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -379650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -379658.656250 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -379658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -379665.562500 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -379665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -379669.468750 Penalty: 4024.556396
	Iteration 21Q: 3 clusters Score -379669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -379670.406250 Penalty: 4024.556396
	Iteration 22Q: 3 clusters Score -379670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -379671.781250 Penalty: 4024.556396
	Iteration 23Q: 3 clusters Score -379671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -379671.781250 Penalty: 4024.556396
	Iteration 24F: 3 clusters Score -379671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 105851 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189593 members 
Mstep: Class 5 contains 18823 members 
Mstep: Class 6 contains 44742 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 10 contains 10944 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 16 contains 88824 members 
Mstep: Class 18 contains 58396 members 
Mstep: Class 19 contains 52553 members 
Mstep: Class 20 contains 180387 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 229960 members 
Entering Unmasked Estep 
Score: -118051736.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052624.000000 to -118051736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Entering Unmasked Estep 
Score: -1268283.625000 Penalty: 2306.535645
	Iteration 0F: 2 clusters Score -1268284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1260026.875000 Penalty: 4613.071289
	Iteration 0F: 3 clusters Score -1260027 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1262334.625000 Penalty: 4613.071289
	Iteration 1F: 3 clusters Score -1262335 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1262670.875000 Penalty: 4613.071289
	Iteration 2F: 3 clusters Score -1262671 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1262919.750000 Penalty: 4613.071289
	Iteration 3F: 3 clusters Score -1262920 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1263122.750000 Penalty: 4613.071289
	Iteration 4Q: 3 clusters Score -1263123 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1263316.500000 Penalty: 4613.071289
	Iteration 5Q: 3 clusters Score -1263316 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1263495.750000 Penalty: 4613.071289
	Iteration 6Q: 3 clusters Score -1263496 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1263666.625000 Penalty: 4613.071289
	Iteration 7Q: 3 clusters Score -1263667 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1263859.250000 Penalty: 4613.071289
	Iteration 8Q: 3 clusters Score -1263859 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1264051.750000 Penalty: 4613.071289
	Iteration 9Q: 3 clusters Score -1264052 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1264235.375000 Penalty: 4613.071289
	Iteration 10Q: 3 clusters Score -1264235 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1264419.625000 Penalty: 4613.071289
	Iteration 11Q: 3 clusters Score -1264420 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1264609.750000 Penalty: 4613.071289
	Iteration 12Q: 3 clusters Score -1264610 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1264842.250000 Penalty: 4613.071289
	Iteration 13Q: 3 clusters Score -1264842 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1265117.375000 Penalty: 4613.071289
	Iteration 14Q: 3 clusters Score -1265117 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1265376.125000 Penalty: 4613.071289
	Iteration 15Q: 3 clusters Score -1265376 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1265567.375000 Penalty: 4613.071289
	Iteration 16Q: 3 clusters Score -1265567 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1265732.875000 Penalty: 4613.071289
	Iteration 17Q: 3 clusters Score -1265733 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1265863.625000 Penalty: 4613.071289
	Iteration 18Q: 3 clusters Score -1265864 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1265972.375000 Penalty: 4613.071289
	Iteration 19Q: 3 clusters Score -1265972 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1266056.500000 Penalty: 4613.071289
	Iteration 20F: 3 clusters Score -1266056 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1266172.125000 Penalty: 4613.071289
	Iteration 21Q: 3 clusters Score -1266172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1266277.750000 Penalty: 4613.071289
	Iteration 22Q: 3 clusters Score -1266278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1266370.250000 Penalty: 4613.071289
	Iteration 23Q: 3 clusters Score -1266370 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1266460.750000 Penalty: 4613.071289
	Iteration 24Q: 3 clusters Score -1266461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1266547.375000 Penalty: 4613.071289
	Iteration 25Q: 3 clusters Score -1266547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1266612.500000 Penalty: 4613.071289
	Iteration 26Q: 3 clusters Score -1266612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1266658.000000 Penalty: 4613.071289
	Iteration 27Q: 3 clusters Score -1266658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1266683.750000 Penalty: 4613.071289
	Iteration 28Q: 3 clusters Score -1266684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1266707.250000 Penalty: 4613.071289
	Iteration 29Q: 3 clusters Score -1266707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1266736.875000 Penalty: 4613.071289
	Iteration 30Q: 3 clusters Score -1266737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1266769.500000 Penalty: 4613.071289
	Iteration 31Q: 3 clusters Score -1266770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1266791.875000 Penalty: 4613.071289
	Iteration 32Q: 3 clusters Score -1266792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1266807.375000 Penalty: 4613.071289
	Iteration 33Q: 3 clusters Score -1266807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1266816.375000 Penalty: 4613.071289
	Iteration 34Q: 3 clusters Score -1266816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1266828.375000 Penalty: 4613.071289
	Iteration 35Q: 3 clusters Score -1266828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1266842.125000 Penalty: 4613.071289
	Iteration 36Q: 3 clusters Score -1266842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1266853.250000 Penalty: 4613.071289
	Iteration 37Q: 3 clusters Score -1266853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1266858.625000 Penalty: 4613.071289
	Iteration 38Q: 3 clusters Score -1266859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1266867.750000 Penalty: 4613.071289
	Iteration 39Q: 3 clusters Score -1266868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1266875.625000 Penalty: 4613.071289
	Iteration 40F: 3 clusters Score -1266876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1266891.250000 Penalty: 4613.071289
	Iteration 41Q: 3 clusters Score -1266891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1266923.000000 Penalty: 4613.071289
	Iteration 42Q: 3 clusters Score -1266923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1266938.500000 Penalty: 4613.071289
	Iteration 43Q: 3 clusters Score -1266938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1266944.375000 Penalty: 4613.071289
	Iteration 44Q: 3 clusters Score -1266944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1266952.500000 Penalty: 4613.071289
	Iteration 45Q: 3 clusters Score -1266952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1266957.750000 Penalty: 4613.071289
	Iteration 46Q: 3 clusters Score -1266958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1266965.625000 Penalty: 4613.071289
	Iteration 47Q: 3 clusters Score -1266966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1266969.125000 Penalty: 4613.071289
	Iteration 48Q: 3 clusters Score -1266969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1266968.375000 Penalty: 4613.071289
	Iteration 49Q: 3 clusters Score -1266968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1266970.250000 Penalty: 4613.071289
	Iteration 50Q: 3 clusters Score -1266970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1266969.500000 Penalty: 4613.071289
	Iteration 51Q: 3 clusters Score -1266970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1266974.125000 Penalty: 4613.071289
	Iteration 52Q: 3 clusters Score -1266974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1266976.500000 Penalty: 4613.071289
	Iteration 53Q: 3 clusters Score -1266976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1266979.875000 Penalty: 4613.071289
	Iteration 54Q: 3 clusters Score -1266980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1266980.875000 Penalty: 4613.071289
	Iteration 55Q: 3 clusters Score -1266981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1266981.250000 Penalty: 4613.071289
	Iteration 56Q: 3 clusters Score -1266981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1266982.750000 Penalty: 4613.071289
	Iteration 57Q: 3 clusters Score -1266983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1266982.000000 Penalty: 4613.071289
	Iteration 58Q: 3 clusters Score -1266982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1266982.000000 Penalty: 4613.071289
	Iteration 59F: 3 clusters Score -1266982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Entering Unmasked Estep 
Score: -250356.328125 Penalty: 1915.662842
	Iteration 0F: 2 clusters Score -250356.3 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 1149 members 
Entering Unmasked Estep 
Score: -247590.703125 Penalty: 3831.325684
	Iteration 0F: 3 clusters Score -247590.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -248103.093750 Penalty: 3831.325684
	Iteration 1F: 3 clusters Score -248103.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -248221.625000 Penalty: 3831.325684
	Iteration 2F: 3 clusters Score -248221.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248274.640625 Penalty: 3831.325684
	Iteration 3Q: 3 clusters Score -248274.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -248297.500000 Penalty: 3831.325684
	Iteration 4Q: 3 clusters Score -248297.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -248318.656250 Penalty: 3831.325684
	Iteration 5Q: 3 clusters Score -248318.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -248335.453125 Penalty: 3831.325684
	Iteration 6Q: 3 clusters Score -248335.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -248348.234375 Penalty: 3831.325684
	Iteration 7Q: 3 clusters Score -248348.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248362.593750 Penalty: 3831.325684
	Iteration 8Q: 3 clusters Score -248362.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -248377.375000 Penalty: 3831.325684
	Iteration 9Q: 3 clusters Score -248377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248388.296875 Penalty: 3831.325684
	Iteration 10Q: 3 clusters Score -248388.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -248397.593750 Penalty: 3831.325684
	Iteration 11Q: 3 clusters Score -248397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -248408.046875 Penalty: 3831.325684
	Iteration 12Q: 3 clusters Score -248408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -248410.703125 Penalty: 3831.325684
	Iteration 13Q: 3 clusters Score -248410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -248413.078125 Penalty: 3831.325684
	Iteration 14Q: 3 clusters Score -248413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -248416.046875 Penalty: 3831.325684
	Iteration 15Q: 3 clusters Score -248416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -248417.250000 Penalty: 3831.325684
	Iteration 16Q: 3 clusters Score -248417.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -248417.250000 Penalty: 3831.325684
	Iteration 17F: 3 clusters Score -248417.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Entering Unmasked Estep 
Score: -1482149.125000 Penalty: 2337.632080
	Iteration 0F: 2 clusters Score -1482149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1472942.625000 Penalty: 4675.264160
	Iteration 0F: 3 clusters Score -1472943 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1475741.000000 Penalty: 4675.264160
	Iteration 1F: 3 clusters Score -1475741 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1476062.750000 Penalty: 4675.264160
	Iteration 2F: 3 clusters Score -1476063 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1476318.375000 Penalty: 4675.264160
	Iteration 3Q: 3 clusters Score -1476318 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1476544.875000 Penalty: 4675.264160
	Iteration 4Q: 3 clusters Score -1476545 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1476784.875000 Penalty: 4675.264160
	Iteration 5Q: 3 clusters Score -1476785 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1477049.875000 Penalty: 4675.264160
	Iteration 6Q: 3 clusters Score -1477050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1477396.125000 Penalty: 4675.264160
	Iteration 7Q: 3 clusters Score -1477396 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1477827.125000 Penalty: 4675.264160
	Iteration 8F: 3 clusters Score -1477827 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1478288.875000 Penalty: 4675.264160
	Iteration 9F: 3 clusters Score -1478289 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1478809.625000 Penalty: 4675.264160
	Iteration 10Q: 3 clusters Score -1478810 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1479302.125000 Penalty: 4675.264160
	Iteration 11Q: 3 clusters Score -1479302 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1479645.500000 Penalty: 4675.264160
	Iteration 12Q: 3 clusters Score -1479646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1479846.875000 Penalty: 4675.264160
	Iteration 13Q: 3 clusters Score -1479847 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1479958.500000 Penalty: 4675.264160
	Iteration 14Q: 3 clusters Score -1479958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1480026.875000 Penalty: 4675.264160
	Iteration 15Q: 3 clusters Score -1480027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1480072.125000 Penalty: 4675.264160
	Iteration 16Q: 3 clusters Score -1480072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1480104.125000 Penalty: 4675.264160
	Iteration 17Q: 3 clusters Score -1480104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1480119.875000 Penalty: 4675.264160
	Iteration 18Q: 3 clusters Score -1480120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1480141.000000 Penalty: 4675.264160
	Iteration 19Q: 3 clusters Score -1480141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1480151.125000 Penalty: 4675.264160
	Iteration 20F: 3 clusters Score -1480151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1480160.125000 Penalty: 4675.264160
	Iteration 21Q: 3 clusters Score -1480160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1480167.750000 Penalty: 4675.264160
	Iteration 22Q: 3 clusters Score -1480168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1480177.375000 Penalty: 4675.264160
	Iteration 23Q: 3 clusters Score -1480177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1480177.750000 Penalty: 4675.264160
	Iteration 24Q: 3 clusters Score -1480178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1480185.375000 Penalty: 4675.264160
	Iteration 25Q: 3 clusters Score -1480185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1480186.375000 Penalty: 4675.264160
	Iteration 26Q: 3 clusters Score -1480186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1480187.750000 Penalty: 4675.264160
	Iteration 27Q: 3 clusters Score -1480188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1480189.750000 Penalty: 4675.264160
	Iteration 28Q: 3 clusters Score -1480190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1480192.125000 Penalty: 4675.264160
	Iteration 29Q: 3 clusters Score -1480192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1480192.125000 Penalty: 4675.264160
	Iteration 30Q: 3 clusters Score -1480192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1480192.250000 Penalty: 4675.264160
	Iteration 31Q: 3 clusters Score -1480192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1480196.750000 Penalty: 4675.264160
	Iteration 32Q: 3 clusters Score -1480197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1480202.875000 Penalty: 4675.264160
	Iteration 33Q: 3 clusters Score -1480203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1480207.625000 Penalty: 4675.264160
	Iteration 34Q: 3 clusters Score -1480208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1480209.250000 Penalty: 4675.264160
	Iteration 35Q: 3 clusters Score -1480209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1480214.000000 Penalty: 4675.264160
	Iteration 36Q: 3 clusters Score -1480214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1480217.875000 Penalty: 4675.264160
	Iteration 37Q: 3 clusters Score -1480218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1480227.500000 Penalty: 4675.264160
	Iteration 38Q: 3 clusters Score -1480228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1480229.000000 Penalty: 4675.264160
	Iteration 39Q: 3 clusters Score -1480229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1480231.125000 Penalty: 4675.264160
	Iteration 40F: 3 clusters Score -1480231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1480228.750000 Penalty: 4675.264160
	Iteration 41Q: 3 clusters Score -1480229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1480227.875000 Penalty: 4675.264160
	Iteration 42Q: 3 clusters Score -1480228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1480230.000000 Penalty: 4675.264160
	Iteration 43Q: 3 clusters Score -1480230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1480231.250000 Penalty: 4675.264160
	Iteration 44Q: 3 clusters Score -1480231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1480231.250000 Penalty: 4675.264160
	Iteration 45F: 3 clusters Score -1480231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Entering Unmasked Estep 
Score: -10553398.000000 Penalty: 2825.814209
	Iteration 0F: 2 clusters Score -1.05534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -10493866.000000 Penalty: 5651.628418
	Iteration 0F: 3 clusters Score -1.049387e+07 nChanged 41913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -10517655.000000 Penalty: 5651.628418
	Iteration 1F: 3 clusters Score -1.051766e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -10518320.000000 Penalty: 5651.628418
	Iteration 2Q: 3 clusters Score -1.051832e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -10518916.000000 Penalty: 5651.628418
	Iteration 3Q: 3 clusters Score -1.051892e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -10519454.000000 Penalty: 5651.628418
	Iteration 4Q: 3 clusters Score -1.051945e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -10520125.000000 Penalty: 5651.628418
	Iteration 5Q: 3 clusters Score -1.052012e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -10521040.000000 Penalty: 5651.628418
	Iteration 6Q: 3 clusters Score -1.052104e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -10522189.000000 Penalty: 5651.628418
	Iteration 7Q: 3 clusters Score -1.052219e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -10524180.000000 Penalty: 5651.628418
	Iteration 8Q: 3 clusters Score -1.052418e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -10527117.000000 Penalty: 5651.628418
	Iteration 9F: 3 clusters Score -1.052712e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -10531315.000000 Penalty: 5651.628418
	Iteration 10F: 3 clusters Score -1.053132e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -10536754.000000 Penalty: 5651.628418
	Iteration 11F: 3 clusters Score -1.053675e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -10541974.000000 Penalty: 5651.628418
	Iteration 12F: 3 clusters Score -1.054197e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -10545831.000000 Penalty: 5651.628418
	Iteration 13Q: 3 clusters Score -1.054583e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -10548014.000000 Penalty: 5651.628418
	Iteration 14Q: 3 clusters Score -1.054801e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -10549128.000000 Penalty: 5651.628418
	Iteration 15Q: 3 clusters Score -1.054913e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -10549732.000000 Penalty: 5651.628418
	Iteration 16Q: 3 clusters Score -1.054973e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -10550076.000000 Penalty: 5651.628418
	Iteration 17Q: 3 clusters Score -1.055008e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10550336.000000 Penalty: 5651.628418
	Iteration 18Q: 3 clusters Score -1.055034e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10550484.000000 Penalty: 5651.628418
	Iteration 19Q: 3 clusters Score -1.055048e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -10550634.000000 Penalty: 5651.628418
	Iteration 20F: 3 clusters Score -1.055063e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -10550733.000000 Penalty: 5651.628418
	Iteration 21Q: 3 clusters Score -1.055073e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10550819.000000 Penalty: 5651.628418
	Iteration 22Q: 3 clusters Score -1.055082e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10550876.000000 Penalty: 5651.628418
	Iteration 23Q: 3 clusters Score -1.055088e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -10550927.000000 Penalty: 5651.628418
	Iteration 24Q: 3 clusters Score -1.055093e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10550953.000000 Penalty: 5651.628418
	Iteration 25Q: 3 clusters Score -1.055095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -10550985.000000 Penalty: 5651.628418
	Iteration 26Q: 3 clusters Score -1.055098e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10551004.000000 Penalty: 5651.628418
	Iteration 27Q: 3 clusters Score -1.0551e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10550999.000000 Penalty: 5651.628418
	Iteration 28Q: 3 clusters Score -1.0551e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10550996.000000 Penalty: 5651.628418
	Iteration 29Q: 3 clusters Score -1.0551e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10551014.000000 Penalty: 5651.628418
	Iteration 30Q: 3 clusters Score -1.055101e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10551019.000000 Penalty: 5651.628418
	Iteration 31Q: 3 clusters Score -1.055102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10551018.000000 Penalty: 5651.628418
	Iteration 32Q: 3 clusters Score -1.055102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10551019.000000 Penalty: 5651.628418
	Iteration 33Q: 3 clusters Score -1.055102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10551039.000000 Penalty: 5651.628418
	Iteration 34Q: 3 clusters Score -1.055104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10551032.000000 Penalty: 5651.628418
	Iteration 35Q: 3 clusters Score -1.055103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10551062.000000 Penalty: 5651.628418
	Iteration 36Q: 3 clusters Score -1.055106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10551060.000000 Penalty: 5651.628418
	Iteration 37Q: 3 clusters Score -1.055106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10551077.000000 Penalty: 5651.628418
	Iteration 38Q: 3 clusters Score -1.055108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10551096.000000 Penalty: 5651.628418
	Iteration 39Q: 3 clusters Score -1.05511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -10551093.000000 Penalty: 5651.628418
	Iteration 40F: 3 clusters Score -1.055109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10551091.000000 Penalty: 5651.628418
	Iteration 41Q: 3 clusters Score -1.055109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10551125.000000 Penalty: 5651.628418
	Iteration 42Q: 3 clusters Score -1.055112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10551150.000000 Penalty: 5651.628418
	Iteration 43Q: 3 clusters Score -1.055115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10551172.000000 Penalty: 5651.628418
	Iteration 44Q: 3 clusters Score -1.055117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10551178.000000 Penalty: 5651.628418
	Iteration 45Q: 3 clusters Score -1.055118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86958 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10551155.000000 Penalty: 5651.628418
	Iteration 46Q: 3 clusters Score -1.055116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -10551167.000000 Penalty: 5651.628418
	Iteration 47Q: 3 clusters Score -1.055117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -10551184.000000 Penalty: 5651.628418
	Iteration 48Q: 3 clusters Score -1.055118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10551193.000000 Penalty: 5651.628418
	Iteration 49Q: 3 clusters Score -1.055119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10551211.000000 Penalty: 5651.628418
	Iteration 50Q: 3 clusters Score -1.055121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10551215.000000 Penalty: 5651.628418
	Iteration 51Q: 3 clusters Score -1.055122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10551218.000000 Penalty: 5651.628418
	Iteration 52Q: 3 clusters Score -1.055122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10551222.000000 Penalty: 5651.628418
	Iteration 53Q: 3 clusters Score -1.055122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10551210.000000 Penalty: 5651.628418
	Iteration 54Q: 3 clusters Score -1.055121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10551211.000000 Penalty: 5651.628418
	Iteration 55Q: 3 clusters Score -1.055121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10551218.000000 Penalty: 5651.628418
	Iteration 56Q: 3 clusters Score -1.055122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10551214.000000 Penalty: 5651.628418
	Iteration 57Q: 3 clusters Score -1.055121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10551208.000000 Penalty: 5651.628418
	Iteration 58Q: 3 clusters Score -1.055121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10551215.000000 Penalty: 5651.628418
	Iteration 59Q: 3 clusters Score -1.055122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10551227.000000 Penalty: 5651.628418
	Iteration 60F: 3 clusters Score -1.055123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10551214.000000 Penalty: 5651.628418
	Iteration 61Q: 3 clusters Score -1.055121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10551227.000000 Penalty: 5651.628418
	Iteration 62Q: 3 clusters Score -1.055123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10551236.000000 Penalty: 5651.628418
	Iteration 63Q: 3 clusters Score -1.055124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10551234.000000 Penalty: 5651.628418
	Iteration 64Q: 3 clusters Score -1.055123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10551229.000000 Penalty: 5651.628418
	Iteration 65Q: 3 clusters Score -1.055123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10551229.000000 Penalty: 5651.628418
	Iteration 66F: 3 clusters Score -1.055123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Entering Unmasked Estep 
Score: -6907497.000000 Penalty: 2721.800537
	Iteration 0F: 2 clusters Score -6907497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -6868080.500000 Penalty: 5443.601074
	Iteration 0F: 3 clusters Score -6868080 nChanged 27164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -6883120.000000 Penalty: 5443.601074
	Iteration 1F: 3 clusters Score -6883120 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6883749.500000 Penalty: 5443.601074
	Iteration 2Q: 3 clusters Score -6883750 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6884483.000000 Penalty: 5443.601074
	Iteration 3Q: 3 clusters Score -6884483 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -6885492.500000 Penalty: 5443.601074
	Iteration 4Q: 3 clusters Score -6885492 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -6886996.000000 Penalty: 5443.601074
	Iteration 5F: 3 clusters Score -6886996 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -6889115.000000 Penalty: 5443.601074
	Iteration 6F: 3 clusters Score -6889115 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -6891817.500000 Penalty: 5443.601074
	Iteration 7F: 3 clusters Score -6891818 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -6894609.500000 Penalty: 5443.601074
	Iteration 8F: 3 clusters Score -6894610 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -6897258.000000 Penalty: 5443.601074
	Iteration 9F: 3 clusters Score -6897258 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6899476.000000 Penalty: 5443.601074
	Iteration 10F: 3 clusters Score -6899476 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6901208.500000 Penalty: 5443.601074
	Iteration 11Q: 3 clusters Score -6901208 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6902412.000000 Penalty: 5443.601074
	Iteration 12Q: 3 clusters Score -6902412 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -6903240.000000 Penalty: 5443.601074
	Iteration 13Q: 3 clusters Score -6903240 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6903913.500000 Penalty: 5443.601074
	Iteration 14Q: 3 clusters Score -6903914 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -6904386.500000 Penalty: 5443.601074
	Iteration 15Q: 3 clusters Score -6904386 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -6904723.500000 Penalty: 5443.601074
	Iteration 16Q: 3 clusters Score -6904724 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -6904972.500000 Penalty: 5443.601074
	Iteration 17Q: 3 clusters Score -6904972 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6905104.000000 Penalty: 5443.601074
	Iteration 18Q: 3 clusters Score -6905104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -6905153.000000 Penalty: 5443.601074
	Iteration 19Q: 3 clusters Score -6905153 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6905196.000000 Penalty: 5443.601074
	Iteration 20F: 3 clusters Score -6905196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -6905219.500000 Penalty: 5443.601074
	Iteration 21Q: 3 clusters Score -6905220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -6905243.000000 Penalty: 5443.601074
	Iteration 22Q: 3 clusters Score -6905243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -6905249.000000 Penalty: 5443.601074
	Iteration 23Q: 3 clusters Score -6905249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -6905247.000000 Penalty: 5443.601074
	Iteration 24Q: 3 clusters Score -6905247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -6905251.000000 Penalty: 5443.601074
	Iteration 25Q: 3 clusters Score -6905251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -6905266.000000 Penalty: 5443.601074
	Iteration 26Q: 3 clusters Score -6905266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -6905274.500000 Penalty: 5443.601074
	Iteration 27Q: 3 clusters Score -6905274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -6905283.500000 Penalty: 5443.601074
	Iteration 28Q: 3 clusters Score -6905284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -6905273.500000 Penalty: 5443.601074
	Iteration 29Q: 3 clusters Score -6905274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6905281.000000 Penalty: 5443.601074
	Iteration 30Q: 3 clusters Score -6905281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -6905283.500000 Penalty: 5443.601074
	Iteration 31Q: 3 clusters Score -6905284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -6905287.000000 Penalty: 5443.601074
	Iteration 32Q: 3 clusters Score -6905287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -6905293.000000 Penalty: 5443.601074
	Iteration 33Q: 3 clusters Score -6905293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -6905284.500000 Penalty: 5443.601074
	Iteration 34Q: 3 clusters Score -6905284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -6905295.500000 Penalty: 5443.601074
	Iteration 35Q: 3 clusters Score -6905296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -6905297.500000 Penalty: 5443.601074
	Iteration 36Q: 3 clusters Score -6905298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -6905295.000000 Penalty: 5443.601074
	Iteration 37Q: 3 clusters Score -6905295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -6905296.000000 Penalty: 5443.601074
	Iteration 38Q: 3 clusters Score -6905296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -6905299.000000 Penalty: 5443.601074
	Iteration 39Q: 3 clusters Score -6905299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -6905300.000000 Penalty: 5443.601074
	Iteration 40F: 3 clusters Score -6905300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -6905298.500000 Penalty: 5443.601074
	Iteration 41Q: 3 clusters Score -6905298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -6905302.000000 Penalty: 5443.601074
	Iteration 42Q: 3 clusters Score -6905302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -6905302.500000 Penalty: 5443.601074
	Iteration 43Q: 3 clusters Score -6905302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -6905303.000000 Penalty: 5443.601074
	Iteration 44Q: 3 clusters Score -6905303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -6905305.000000 Penalty: 5443.601074
	Iteration 45Q: 3 clusters Score -6905305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -6905313.000000 Penalty: 5443.601074
	Iteration 46Q: 3 clusters Score -6905313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -6905313.000000 Penalty: 5443.601074
	Iteration 47Q: 3 clusters Score -6905313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -6905313.000000 Penalty: 5443.601074
	Iteration 48Q: 3 clusters Score -6905313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -6905310.500000 Penalty: 5443.601074
	Iteration 49Q: 3 clusters Score -6905310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -6905312.000000 Penalty: 5443.601074
	Iteration 50Q: 3 clusters Score -6905312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -6905317.500000 Penalty: 5443.601074
	Iteration 51Q: 3 clusters Score -6905318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -6905321.000000 Penalty: 5443.601074
	Iteration 52Q: 3 clusters Score -6905321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -6905324.500000 Penalty: 5443.601074
	Iteration 53Q: 3 clusters Score -6905324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -6905326.000000 Penalty: 5443.601074
	Iteration 54Q: 3 clusters Score -6905326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -6905326.000000 Penalty: 5443.601074
	Iteration 55F: 3 clusters Score -6905326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Entering Unmasked Estep 
Score: -6250607.000000 Penalty: 2695.655273
	Iteration 0F: 2 clusters Score -6250607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6215387.000000 Penalty: 5391.310547
	Iteration 0F: 3 clusters Score -6215387 nChanged 24285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6229007.500000 Penalty: 5391.310547
	Iteration 1F: 3 clusters Score -6229008 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6229942.500000 Penalty: 5391.310547
	Iteration 2Q: 3 clusters Score -6229942 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6231401.000000 Penalty: 5391.310547
	Iteration 3Q: 3 clusters Score -6231401 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -6233292.500000 Penalty: 5391.310547
	Iteration 4F: 3 clusters Score -6233292 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -6235498.500000 Penalty: 5391.310547
	Iteration 5F: 3 clusters Score -6235498 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -6238052.500000 Penalty: 5391.310547
	Iteration 6F: 3 clusters Score -6238052 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -6240695.500000 Penalty: 5391.310547
	Iteration 7F: 3 clusters Score -6240696 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -6242925.000000 Penalty: 5391.310547
	Iteration 8F: 3 clusters Score -6242925 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -6244396.500000 Penalty: 5391.310547
	Iteration 9Q: 3 clusters Score -6244396 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -6245281.500000 Penalty: 5391.310547
	Iteration 10Q: 3 clusters Score -6245282 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6245973.500000 Penalty: 5391.310547
	Iteration 11Q: 3 clusters Score -6245974 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -6246537.000000 Penalty: 5391.310547
	Iteration 12Q: 3 clusters Score -6246537 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -6247015.500000 Penalty: 5391.310547
	Iteration 13Q: 3 clusters Score -6247016 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -6247492.500000 Penalty: 5391.310547
	Iteration 14Q: 3 clusters Score -6247492 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -6247917.500000 Penalty: 5391.310547
	Iteration 15Q: 3 clusters Score -6247918 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6248219.000000 Penalty: 5391.310547
	Iteration 16Q: 3 clusters Score -6248219 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6248488.500000 Penalty: 5391.310547
	Iteration 17Q: 3 clusters Score -6248488 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -6248709.500000 Penalty: 5391.310547
	Iteration 18Q: 3 clusters Score -6248710 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6248955.500000 Penalty: 5391.310547
	Iteration 19Q: 3 clusters Score -6248956 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6249129.000000 Penalty: 5391.310547
	Iteration 20F: 3 clusters Score -6249129 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -6249316.000000 Penalty: 5391.310547
	Iteration 21Q: 3 clusters Score -6249316 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6249475.500000 Penalty: 5391.310547
	Iteration 22Q: 3 clusters Score -6249476 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6249606.000000 Penalty: 5391.310547
	Iteration 23Q: 3 clusters Score -6249606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6249698.000000 Penalty: 5391.310547
	Iteration 24Q: 3 clusters Score -6249698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -6249791.500000 Penalty: 5391.310547
	Iteration 25Q: 3 clusters Score -6249792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6249854.000000 Penalty: 5391.310547
	Iteration 26Q: 3 clusters Score -6249854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6249878.000000 Penalty: 5391.310547
	Iteration 27Q: 3 clusters Score -6249878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6249899.500000 Penalty: 5391.310547
	Iteration 28Q: 3 clusters Score -6249900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -6249911.000000 Penalty: 5391.310547
	Iteration 29Q: 3 clusters Score -6249911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6249932.500000 Penalty: 5391.310547
	Iteration 30Q: 3 clusters Score -6249932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6249920.500000 Penalty: 5391.310547
	Iteration 31Q: 3 clusters Score -6249920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6249934.500000 Penalty: 5391.310547
	Iteration 32Q: 3 clusters Score -6249934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6249941.000000 Penalty: 5391.310547
	Iteration 33Q: 3 clusters Score -6249941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6249951.500000 Penalty: 5391.310547
	Iteration 34Q: 3 clusters Score -6249952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6249954.000000 Penalty: 5391.310547
	Iteration 35Q: 3 clusters Score -6249954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6249965.000000 Penalty: 5391.310547
	Iteration 36Q: 3 clusters Score -6249965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -6249951.500000 Penalty: 5391.310547
	Iteration 37Q: 3 clusters Score -6249952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6249952.000000 Penalty: 5391.310547
	Iteration 38Q: 3 clusters Score -6249952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6249948.500000 Penalty: 5391.310547
	Iteration 39Q: 3 clusters Score -6249948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6249951.500000 Penalty: 5391.310547
	Iteration 40F: 3 clusters Score -6249952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6249954.000000 Penalty: 5391.310547
	Iteration 41Q: 3 clusters Score -6249954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6249945.500000 Penalty: 5391.310547
	Iteration 42Q: 3 clusters Score -6249946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6249946.000000 Penalty: 5391.310547
	Iteration 43Q: 3 clusters Score -6249946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6249946.000000 Penalty: 5391.310547
	Iteration 44F: 3 clusters Score -6249946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Entering Unmasked Estep 
Score: -21308612.000000 Penalty: 3001.509277
	Iteration 0F: 2 clusters Score -2.130861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -21194124.000000 Penalty: 6003.018555
	Iteration 0F: 3 clusters Score -2.119412e+07 nChanged 86753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -21245186.000000 Penalty: 6003.018555
	Iteration 1F: 3 clusters Score -2.124519e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -21246422.000000 Penalty: 6003.018555
	Iteration 2Q: 3 clusters Score -2.124642e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -21248334.000000 Penalty: 6003.018555
	Iteration 3Q: 3 clusters Score -2.124833e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -21251500.000000 Penalty: 6003.018555
	Iteration 4Q: 3 clusters Score -2.12515e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -21256224.000000 Penalty: 6003.018555
	Iteration 5F: 3 clusters Score -2.125622e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 116975 members 
Entering Unmasked Estep 
Score: -21264324.000000 Penalty: 6003.018555
	Iteration 6F: 3 clusters Score -2.126432e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 127268 members 
Entering Unmasked Estep 
Score: -21275462.000000 Penalty: 6003.018555
	Iteration 7F: 3 clusters Score -2.127546e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -21287950.000000 Penalty: 6003.018555
	Iteration 8F: 3 clusters Score -2.128795e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 143305 members 
Entering Unmasked Estep 
Score: -21296446.000000 Penalty: 6003.018555
	Iteration 9F: 3 clusters Score -2.129645e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -21300250.000000 Penalty: 6003.018555
	Iteration 10Q: 3 clusters Score -2.130025e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 150249 members 
Entering Unmasked Estep 
Score: -21302070.000000 Penalty: 6003.018555
	Iteration 11Q: 3 clusters Score -2.130207e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -21303250.000000 Penalty: 6003.018555
	Iteration 12Q: 3 clusters Score -2.130325e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -21304266.000000 Penalty: 6003.018555
	Iteration 13Q: 3 clusters Score -2.130427e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -21305168.000000 Penalty: 6003.018555
	Iteration 14Q: 3 clusters Score -2.130517e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -21305868.000000 Penalty: 6003.018555
	Iteration 15Q: 3 clusters Score -2.130587e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -21306346.000000 Penalty: 6003.018555
	Iteration 16Q: 3 clusters Score -2.130635e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -21306754.000000 Penalty: 6003.018555
	Iteration 17Q: 3 clusters Score -2.130675e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -21306942.000000 Penalty: 6003.018555
	Iteration 18Q: 3 clusters Score -2.130694e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 167578 members 
Entering Unmasked Estep 
Score: -21307144.000000 Penalty: 6003.018555
	Iteration 19Q: 3 clusters Score -2.130714e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 168898 members 
Entering Unmasked Estep 
Score: -21307140.000000 Penalty: 6003.018555
	Iteration 20F: 3 clusters Score -2.130714e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -21307072.000000 Penalty: 6003.018555
	Iteration 21Q: 3 clusters Score -2.130707e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -21307114.000000 Penalty: 6003.018555
	Iteration 22Q: 3 clusters Score -2.130711e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 171934 members 
Entering Unmasked Estep 
Score: -21307128.000000 Penalty: 6003.018555
	Iteration 23Q: 3 clusters Score -2.130713e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 172707 members 
Entering Unmasked Estep 
Score: -21307088.000000 Penalty: 6003.018555
	Iteration 24Q: 3 clusters Score -2.130709e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -21307138.000000 Penalty: 6003.018555
	Iteration 25Q: 3 clusters Score -2.130714e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -21307152.000000 Penalty: 6003.018555
	Iteration 26Q: 3 clusters Score -2.130715e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -21307126.000000 Penalty: 6003.018555
	Iteration 27Q: 3 clusters Score -2.130713e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -21307110.000000 Penalty: 6003.018555
	Iteration 28Q: 3 clusters Score -2.130711e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -21307130.000000 Penalty: 6003.018555
	Iteration 29Q: 3 clusters Score -2.130713e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -21307130.000000 Penalty: 6003.018555
	Iteration 30Q: 3 clusters Score -2.130713e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 175929 members 
Entering Unmasked Estep 
Score: -21307198.000000 Penalty: 6003.018555
	Iteration 31Q: 3 clusters Score -2.13072e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -21307182.000000 Penalty: 6003.018555
	Iteration 32Q: 3 clusters Score -2.130718e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 176408 members 
Entering Unmasked Estep 
Score: -21307194.000000 Penalty: 6003.018555
	Iteration 33Q: 3 clusters Score -2.130719e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -21307196.000000 Penalty: 6003.018555
	Iteration 34Q: 3 clusters Score -2.13072e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -21307204.000000 Penalty: 6003.018555
	Iteration 35Q: 3 clusters Score -2.13072e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -21307142.000000 Penalty: 6003.018555
	Iteration 36Q: 3 clusters Score -2.130714e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -21307138.000000 Penalty: 6003.018555
	Iteration 37Q: 3 clusters Score -2.130714e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -21307146.000000 Penalty: 6003.018555
	Iteration 38Q: 3 clusters Score -2.130715e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -21307126.000000 Penalty: 6003.018555
	Iteration 39Q: 3 clusters Score -2.130713e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -21307136.000000 Penalty: 6003.018555
	Iteration 40F: 3 clusters Score -2.130714e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -21307146.000000 Penalty: 6003.018555
	Iteration 41Q: 3 clusters Score -2.130715e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 177545 members 
Entering Unmasked Estep 
Score: -21307150.000000 Penalty: 6003.018555
	Iteration 42Q: 3 clusters Score -2.130715e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 177600 members 
Entering Unmasked Estep 
Score: -21307172.000000 Penalty: 6003.018555
	Iteration 43Q: 3 clusters Score -2.130717e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 177655 members 
Entering Unmasked Estep 
Score: -21307162.000000 Penalty: 6003.018555
	Iteration 44Q: 3 clusters Score -2.130716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -21307172.000000 Penalty: 6003.018555
	Iteration 45Q: 3 clusters Score -2.130717e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -21307160.000000 Penalty: 6003.018555
	Iteration 46Q: 3 clusters Score -2.130716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -21307150.000000 Penalty: 6003.018555
	Iteration 47Q: 3 clusters Score -2.130715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 177838 members 
Entering Unmasked Estep 
Score: -21307164.000000 Penalty: 6003.018555
	Iteration 48Q: 3 clusters Score -2.130716e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -21307160.000000 Penalty: 6003.018555
	Iteration 49Q: 3 clusters Score -2.130716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -21307152.000000 Penalty: 6003.018555
	Iteration 50Q: 3 clusters Score -2.130715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 177921 members 
Entering Unmasked Estep 
Score: -21307162.000000 Penalty: 6003.018555
	Iteration 51Q: 3 clusters Score -2.130716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 177939 members 
Entering Unmasked Estep 
Score: -21307162.000000 Penalty: 6003.018555
	Iteration 52Q: 3 clusters Score -2.130716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 177952 members 
Entering Unmasked Estep 
Score: -21307142.000000 Penalty: 6003.018555
	Iteration 53Q: 3 clusters Score -2.130714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 177966 members 
Entering Unmasked Estep 
Score: -21307138.000000 Penalty: 6003.018555
	Iteration 54Q: 3 clusters Score -2.130714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 177976 members 
Entering Unmasked Estep 
Score: -21307152.000000 Penalty: 6003.018555
	Iteration 55Q: 3 clusters Score -2.130715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 177984 members 
Entering Unmasked Estep 
Score: -21307146.000000 Penalty: 6003.018555
	Iteration 56Q: 3 clusters Score -2.130715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -21307126.000000 Penalty: 6003.018555
	Iteration 57Q: 3 clusters Score -2.130713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -21307120.000000 Penalty: 6003.018555
	Iteration 58Q: 3 clusters Score -2.130712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 178015 members 
Entering Unmasked Estep 
Score: -21307120.000000 Penalty: 6003.018555
	Iteration 59Q: 3 clusters Score -2.130712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -21307094.000000 Penalty: 6003.018555
	Iteration 60F: 3 clusters Score -2.130709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -21307112.000000 Penalty: 6003.018555
	Iteration 61Q: 3 clusters Score -2.130711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -21307106.000000 Penalty: 6003.018555
	Iteration 62Q: 3 clusters Score -2.130711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 178070 members 
Entering Unmasked Estep 
Score: -21307116.000000 Penalty: 6003.018555
	Iteration 63Q: 3 clusters Score -2.130712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -21307110.000000 Penalty: 6003.018555
	Iteration 64Q: 3 clusters Score -2.130711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 178088 members 
Entering Unmasked Estep 
Score: -21307094.000000 Penalty: 6003.018555
	Iteration 65Q: 3 clusters Score -2.130709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -21307108.000000 Penalty: 6003.018555
	Iteration 66Q: 3 clusters Score -2.130711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -21307110.000000 Penalty: 6003.018555
	Iteration 67Q: 3 clusters Score -2.130711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -21307110.000000 Penalty: 6003.018555
	Iteration 68Q: 3 clusters Score -2.130711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -21307116.000000 Penalty: 6003.018555
	Iteration 69Q: 3 clusters Score -2.130712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -21307122.000000 Penalty: 6003.018555
	Iteration 70Q: 3 clusters Score -2.130712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 178137 members 
Entering Unmasked Estep 
Score: -21307116.000000 Penalty: 6003.018555
	Iteration 71Q: 3 clusters Score -2.130712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -21307122.000000 Penalty: 6003.018555
	Iteration 72Q: 3 clusters Score -2.130712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 178155 members 
Entering Unmasked Estep 
Score: -21307114.000000 Penalty: 6003.018555
	Iteration 73Q: 3 clusters Score -2.130711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -21307122.000000 Penalty: 6003.018555
	Iteration 74Q: 3 clusters Score -2.130712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -21307122.000000 Penalty: 6003.018555
	Iteration 75Q: 3 clusters Score -2.130712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -21307128.000000 Penalty: 6003.018555
	Iteration 76Q: 3 clusters Score -2.130713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -21307124.000000 Penalty: 6003.018555
	Iteration 77Q: 3 clusters Score -2.130712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -21307118.000000 Penalty: 6003.018555
	Iteration 78Q: 3 clusters Score -2.130712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -21307118.000000 Penalty: 6003.018555
	Iteration 79F: 3 clusters Score -2.130712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -104507.609375 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -104507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102648.742188 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -102648.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102984.796875 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -102984.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103067.289062 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -103067.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103109.718750 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -103109.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103147.867188 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -103147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103191.562500 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -103191.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103217.210938 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -103217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103240.062500 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -103240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103250.171875 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -103250.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103264.585938 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -103264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -103273.515625 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -103273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103278.007812 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -103278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103283.484375 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -103283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103288.375000 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -103288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103295.101562 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -103295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103301.710938 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -103301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103305.382812 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -103305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103311.195312 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -103311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103314.953125 Penalty: 3423.261719
	Iteration 18Q: 3 clusters Score -103315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103319.148438 Penalty: 3423.261719
	Iteration 19Q: 3 clusters Score -103319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103321.632812 Penalty: 3423.261719
	Iteration 20F: 3 clusters Score -103321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103323.851562 Penalty: 3423.261719
	Iteration 21Q: 3 clusters Score -103323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103326.687500 Penalty: 3423.261719
	Iteration 22Q: 3 clusters Score -103326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103330.546875 Penalty: 3423.261719
	Iteration 23Q: 3 clusters Score -103330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103332.968750 Penalty: 3423.261719
	Iteration 24Q: 3 clusters Score -103333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103333.343750 Penalty: 3423.261719
	Iteration 25Q: 3 clusters Score -103333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103334.882812 Penalty: 3423.261719
	Iteration 26Q: 3 clusters Score -103334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103336.414062 Penalty: 3423.261719
	Iteration 27Q: 3 clusters Score -103336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103336.414062 Penalty: 3423.261719
	Iteration 28F: 3 clusters Score -103336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (229960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229960 members 
Entering Unmasked Estep 
Score: -26999194.000000 Penalty: 3061.723633
	Iteration 0F: 2 clusters Score -2.699919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 115182 members 
Entering Unmasked Estep 
Score: -26854436.000000 Penalty: 6123.447266
	Iteration 0F: 3 clusters Score -2.685444e+07 nChanged 111081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -26920392.000000 Penalty: 6123.447266
	Iteration 1F: 3 clusters Score -2.692039e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -26922248.000000 Penalty: 6123.447266
	Iteration 2Q: 3 clusters Score -2.692225e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 125462 members 
Entering Unmasked Estep 
Score: -26925058.000000 Penalty: 6123.447266
	Iteration 3Q: 3 clusters Score -2.692506e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 131502 members 
Entering Unmasked Estep 
Score: -26929280.000000 Penalty: 6123.447266
	Iteration 4Q: 3 clusters Score -2.692928e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -26936446.000000 Penalty: 6123.447266
	Iteration 5F: 3 clusters Score -2.693645e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80128 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -26946960.000000 Penalty: 6123.447266
	Iteration 6F: 3 clusters Score -2.694696e+07 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -26959280.000000 Penalty: 6123.447266
	Iteration 7F: 3 clusters Score -2.695928e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 169321 members 
Entering Unmasked Estep 
Score: -26970380.000000 Penalty: 6123.447266
	Iteration 8F: 3 clusters Score -2.697038e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 175511 members 
Entering Unmasked Estep 
Score: -26976582.000000 Penalty: 6123.447266
	Iteration 9Q: 3 clusters Score -2.697658e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 180311 members 
Entering Unmasked Estep 
Score: -26979740.000000 Penalty: 6123.447266
	Iteration 10Q: 3 clusters Score -2.697974e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 184835 members 
Entering Unmasked Estep 
Score: -26981412.000000 Penalty: 6123.447266
	Iteration 11Q: 3 clusters Score -2.698141e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 189361 members 
Entering Unmasked Estep 
Score: -26982878.000000 Penalty: 6123.447266
	Iteration 12Q: 3 clusters Score -2.698288e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -26984360.000000 Penalty: 6123.447266
	Iteration 13Q: 3 clusters Score -2.698436e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 198030 members 
Entering Unmasked Estep 
Score: -26985942.000000 Penalty: 6123.447266
	Iteration 14Q: 3 clusters Score -2.698594e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 201962 members 
Entering Unmasked Estep 
Score: -26987528.000000 Penalty: 6123.447266
	Iteration 15Q: 3 clusters Score -2.698753e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 205537 members 
Entering Unmasked Estep 
Score: -26989178.000000 Penalty: 6123.447266
	Iteration 16Q: 3 clusters Score -2.698918e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 208815 members 
Entering Unmasked Estep 
Score: -26990504.000000 Penalty: 6123.447266
	Iteration 17Q: 3 clusters Score -2.69905e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 211704 members 
Entering Unmasked Estep 
Score: -26991480.000000 Penalty: 6123.447266
	Iteration 18Q: 3 clusters Score -2.699148e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 214262 members 
Entering Unmasked Estep 
Score: -26992318.000000 Penalty: 6123.447266
	Iteration 19Q: 3 clusters Score -2.699232e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 216376 members 
Entering Unmasked Estep 
Score: -26993218.000000 Penalty: 6123.447266
	Iteration 20F: 3 clusters Score -2.699322e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 218229 members 
Entering Unmasked Estep 
Score: -26993834.000000 Penalty: 6123.447266
	Iteration 21Q: 3 clusters Score -2.699383e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 219838 members 
Entering Unmasked Estep 
Score: -26994260.000000 Penalty: 6123.447266
	Iteration 22Q: 3 clusters Score -2.699426e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 221181 members 
Entering Unmasked Estep 
Score: -26994618.000000 Penalty: 6123.447266
	Iteration 23Q: 3 clusters Score -2.699462e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 222324 members 
Entering Unmasked Estep 
Score: -26995106.000000 Penalty: 6123.447266
	Iteration 24Q: 3 clusters Score -2.699511e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 223308 members 
Entering Unmasked Estep 
Score: -26995444.000000 Penalty: 6123.447266
	Iteration 25Q: 3 clusters Score -2.699544e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 224117 members 
Entering Unmasked Estep 
Score: -26995618.000000 Penalty: 6123.447266
	Iteration 26Q: 3 clusters Score -2.699562e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 224825 members 
Entering Unmasked Estep 
Score: -26995848.000000 Penalty: 6123.447266
	Iteration 27Q: 3 clusters Score -2.699585e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 225423 members 
Entering Unmasked Estep 
Score: -26995956.000000 Penalty: 6123.447266
	Iteration 28Q: 3 clusters Score -2.699596e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 225959 members 
Entering Unmasked Estep 
Score: -26996124.000000 Penalty: 6123.447266
	Iteration 29Q: 3 clusters Score -2.699612e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 226398 members 
Entering Unmasked Estep 
Score: -26996232.000000 Penalty: 6123.447266
	Iteration 30Q: 3 clusters Score -2.699623e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 226780 members 
Entering Unmasked Estep 
Score: -26996342.000000 Penalty: 6123.447266
	Iteration 31Q: 3 clusters Score -2.699634e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 227121 members 
Entering Unmasked Estep 
Score: -26996364.000000 Penalty: 6123.447266
	Iteration 32Q: 3 clusters Score -2.699636e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 227419 members 
Entering Unmasked Estep 
Score: -26996402.000000 Penalty: 6123.447266
	Iteration 33Q: 3 clusters Score -2.69964e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 227688 members 
Entering Unmasked Estep 
Score: -26996548.000000 Penalty: 6123.447266
	Iteration 34Q: 3 clusters Score -2.699655e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 227905 members 
Entering Unmasked Estep 
Score: -26996594.000000 Penalty: 6123.447266
	Iteration 35Q: 3 clusters Score -2.699659e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 228081 members 
Entering Unmasked Estep 
Score: -26996598.000000 Penalty: 6123.447266
	Iteration 36Q: 3 clusters Score -2.69966e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 228228 members 
Entering Unmasked Estep 
Score: -26996674.000000 Penalty: 6123.447266
	Iteration 37Q: 3 clusters Score -2.699667e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 228323 members 
Entering Unmasked Estep 
Score: -26996682.000000 Penalty: 6123.447266
	Iteration 38Q: 3 clusters Score -2.699668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 228401 members 
Entering Unmasked Estep 
Score: -26996688.000000 Penalty: 6123.447266
	Iteration 39Q: 3 clusters Score -2.699669e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 228474 members 
Entering Unmasked Estep 
Score: -26996704.000000 Penalty: 6123.447266
	Iteration 40F: 3 clusters Score -2.69967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 228537 members 
Entering Unmasked Estep 
Score: -26996720.000000 Penalty: 6123.447266
	Iteration 41Q: 3 clusters Score -2.699672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 228596 members 
Entering Unmasked Estep 
Score: -26996696.000000 Penalty: 6123.447266
	Iteration 42Q: 3 clusters Score -2.69967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 228635 members 
Entering Unmasked Estep 
Score: -26996700.000000 Penalty: 6123.447266
	Iteration 43Q: 3 clusters Score -2.69967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 228676 members 
Entering Unmasked Estep 
Score: -26996724.000000 Penalty: 6123.447266
	Iteration 44Q: 3 clusters Score -2.699672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 228712 members 
Entering Unmasked Estep 
Score: -26996722.000000 Penalty: 6123.447266
	Iteration 45Q: 3 clusters Score -2.699672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 228743 members 
Entering Unmasked Estep 
Score: -26996750.000000 Penalty: 6123.447266
	Iteration 46Q: 3 clusters Score -2.699675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 228765 members 
Entering Unmasked Estep 
Score: -26996758.000000 Penalty: 6123.447266
	Iteration 47Q: 3 clusters Score -2.699676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 228785 members 
Entering Unmasked Estep 
Score: -26996766.000000 Penalty: 6123.447266
	Iteration 48Q: 3 clusters Score -2.699677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 228799 members 
Entering Unmasked Estep 
Score: -26996750.000000 Penalty: 6123.447266
	Iteration 49Q: 3 clusters Score -2.699675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 228818 members 
Entering Unmasked Estep 
Score: -26996742.000000 Penalty: 6123.447266
	Iteration 50Q: 3 clusters Score -2.699674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 228836 members 
Entering Unmasked Estep 
Score: -26996764.000000 Penalty: 6123.447266
	Iteration 51Q: 3 clusters Score -2.699676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 228848 members 
Entering Unmasked Estep 
Score: -26996754.000000 Penalty: 6123.447266
	Iteration 52Q: 3 clusters Score -2.699675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 228861 members 
Entering Unmasked Estep 
Score: -26996792.000000 Penalty: 6123.447266
	Iteration 53Q: 3 clusters Score -2.699679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 228870 members 
Entering Unmasked Estep 
Score: -26996792.000000 Penalty: 6123.447266
	Iteration 54Q: 3 clusters Score -2.699679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 228878 members 
Entering Unmasked Estep 
Score: -26996762.000000 Penalty: 6123.447266
	Iteration 55Q: 3 clusters Score -2.699676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 228886 members 
Entering Unmasked Estep 
Score: -26996768.000000 Penalty: 6123.447266
	Iteration 56Q: 3 clusters Score -2.699677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 228892 members 
Entering Unmasked Estep 
Score: -26996754.000000 Penalty: 6123.447266
	Iteration 57Q: 3 clusters Score -2.699675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 228901 members 
Entering Unmasked Estep 
Score: -26996776.000000 Penalty: 6123.447266
	Iteration 58Q: 3 clusters Score -2.699678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 228907 members 
Entering Unmasked Estep 
Score: -26996770.000000 Penalty: 6123.447266
	Iteration 59Q: 3 clusters Score -2.699677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 228913 members 
Entering Unmasked Estep 
Score: -26996770.000000 Penalty: 6123.447266
	Iteration 60F: 3 clusters Score -2.699677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -26996784.000000 Penalty: 6123.447266
	Iteration 61Q: 3 clusters Score -2.699678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 228914 members 
Entering Unmasked Estep 
Score: -26996784.000000 Penalty: 6123.447266
	Iteration 62Q: 3 clusters Score -2.699678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 228914 members 
Entering Unmasked Estep 
Score: -26996784.000000 Penalty: 6123.447266
	Iteration 63F: 3 clusters Score -2.699678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 105851 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189593 members 
Mstep: Class 5 contains 18823 members 
Mstep: Class 6 contains 44742 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10944 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 16 contains 88824 members 
Mstep: Class 18 contains 58396 members 
Mstep: Class 19 contains 52553 members 
Mstep: Class 20 contains 180387 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 229960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052704.000000 Penalty: 54895.289062
Iteration 119Q: 17 clusters Score -1.180527e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 105524 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189591 members 
Mstep: Class 5 contains 18862 members 
Mstep: Class 6 contains 44739 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 16 contains 88875 members 
Mstep: Class 18 contains 58401 members 
Mstep: Class 19 contains 52552 members 
Mstep: Class 20 contains 180440 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 230137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052728.000000 Penalty: 54895.289062
Iteration 120F: 17 clusters Score -1.180527e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 105174 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189590 members 
Mstep: Class 5 contains 18891 members 
Mstep: Class 6 contains 44739 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 14 contains 12424 members 
Mstep: Class 16 contains 88924 members 
Mstep: Class 18 contains 58404 members 
Mstep: Class 19 contains 52552 members 
Mstep: Class 20 contains 180500 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 230342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052760.000000 Penalty: 54895.289062
Iteration 121Q: 17 clusters Score -1.180528e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 104839 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189585 members 
Mstep: Class 5 contains 18921 members 
Mstep: Class 6 contains 44740 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10937 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 14 contains 12438 members 
Mstep: Class 16 contains 88980 members 
Mstep: Class 18 contains 58409 members 
Mstep: Class 19 contains 52564 members 
Mstep: Class 20 contains 180550 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 230517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052928.000000 Penalty: 54895.289062
Iteration 122Q: 17 clusters Score -1.180529e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 104482 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189588 members 
Mstep: Class 5 contains 18940 members 
Mstep: Class 6 contains 44724 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 14 contains 12447 members 
Mstep: Class 16 contains 89029 members 
Mstep: Class 18 contains 58408 members 
Mstep: Class 19 contains 52568 members 
Mstep: Class 20 contains 180617 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 230740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052808.000000 Penalty: 54895.289062
Iteration 123Q: 17 clusters Score -1.180528e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 104112 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189595 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 44703 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 16 contains 89086 members 
Mstep: Class 18 contains 58413 members 
Mstep: Class 19 contains 52574 members 
Mstep: Class 20 contains 180689 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 230957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052728.000000 Penalty: 54895.289062
Iteration 124Q: 17 clusters Score -1.180527e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 103741 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189638 members 
Mstep: Class 5 contains 18995 members 
Mstep: Class 6 contains 44688 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10939 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 14 contains 12454 members 
Mstep: Class 16 contains 89123 members 
Mstep: Class 18 contains 58420 members 
Mstep: Class 19 contains 52582 members 
Mstep: Class 20 contains 180765 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 231138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052856.000000 Penalty: 54895.289062
Iteration 125Q: 17 clusters Score -1.180529e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 103383 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189663 members 
Mstep: Class 5 contains 19028 members 
Mstep: Class 6 contains 44668 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 14 contains 12457 members 
Mstep: Class 16 contains 89157 members 
Mstep: Class 18 contains 58421 members 
Mstep: Class 19 contains 52595 members 
Mstep: Class 20 contains 180845 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 231330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052896.000000 Penalty: 54895.289062
Iteration 126Q: 17 clusters Score -1.180529e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 102998 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189671 members 
Mstep: Class 5 contains 19064 members 
Mstep: Class 6 contains 44649 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10936 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 16 contains 89196 members 
Mstep: Class 18 contains 58426 members 
Mstep: Class 19 contains 52609 members 
Mstep: Class 20 contains 180930 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 231551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052912.000000 Penalty: 54895.289062
Iteration 127Q: 17 clusters Score -1.180529e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 102650 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189663 members 
Mstep: Class 5 contains 19084 members 
Mstep: Class 6 contains 44626 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10936 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 16 contains 89248 members 
Mstep: Class 18 contains 58433 members 
Mstep: Class 19 contains 52617 members 
Mstep: Class 20 contains 181005 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 231770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053008.000000 Penalty: 54895.289062
Iteration 128Q: 17 clusters Score -1.18053e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 102279 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189654 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10932 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12474 members 
Mstep: Class 16 contains 89295 members 
Mstep: Class 18 contains 58440 members 
Mstep: Class 19 contains 52631 members 
Mstep: Class 20 contains 181074 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 231988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 129Q: 17 clusters Score -1.180532e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 101897 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189633 members 
Mstep: Class 5 contains 19146 members 
Mstep: Class 6 contains 44594 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 16 contains 89339 members 
Mstep: Class 18 contains 58446 members 
Mstep: Class 19 contains 52644 members 
Mstep: Class 20 contains 181161 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 232221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053312.000000 Penalty: 54895.289062
Iteration 130Q: 17 clusters Score -1.180533e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 101472 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189615 members 
Mstep: Class 5 contains 19177 members 
Mstep: Class 6 contains 44578 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12495 members 
Mstep: Class 16 contains 89395 members 
Mstep: Class 18 contains 58454 members 
Mstep: Class 19 contains 52657 members 
Mstep: Class 20 contains 181249 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 232469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053256.000000 Penalty: 54895.289062
Iteration 131Q: 17 clusters Score -1.180533e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 101082 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189593 members 
Mstep: Class 5 contains 19209 members 
Mstep: Class 6 contains 44562 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10922 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12503 members 
Mstep: Class 16 contains 89445 members 
Mstep: Class 18 contains 58464 members 
Mstep: Class 19 contains 52674 members 
Mstep: Class 20 contains 181347 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 232689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 132Q: 17 clusters Score -1.180532e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 100678 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189584 members 
Mstep: Class 5 contains 19253 members 
Mstep: Class 6 contains 44552 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10911 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12515 members 
Mstep: Class 16 contains 89505 members 
Mstep: Class 18 contains 58476 members 
Mstep: Class 19 contains 52683 members 
Mstep: Class 20 contains 181447 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 232884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052976.000000 Penalty: 54895.289062
Iteration 133Q: 17 clusters Score -1.18053e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 100275 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189572 members 
Mstep: Class 5 contains 19291 members 
Mstep: Class 6 contains 44539 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10902 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 16 contains 89559 members 
Mstep: Class 18 contains 58488 members 
Mstep: Class 19 contains 52685 members 
Mstep: Class 20 contains 181545 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 233098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052976.000000 Penalty: 54895.289062
Iteration 134Q: 17 clusters Score -1.18053e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 99873 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189557 members 
Mstep: Class 5 contains 19333 members 
Mstep: Class 6 contains 44527 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10895 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 16 contains 89629 members 
Mstep: Class 18 contains 58491 members 
Mstep: Class 19 contains 52695 members 
Mstep: Class 20 contains 181636 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 233305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052984.000000 Penalty: 54895.289062
Iteration 135Q: 17 clusters Score -1.18053e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 99519 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189534 members 
Mstep: Class 5 contains 19368 members 
Mstep: Class 6 contains 44512 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10889 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12548 members 
Mstep: Class 16 contains 89711 members 
Mstep: Class 18 contains 58498 members 
Mstep: Class 19 contains 52693 members 
Mstep: Class 20 contains 181725 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 233485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052960.000000 Penalty: 54895.289062
Iteration 136Q: 17 clusters Score -1.18053e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 99150 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189531 members 
Mstep: Class 5 contains 19391 members 
Mstep: Class 6 contains 44511 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10883 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 16 contains 89805 members 
Mstep: Class 18 contains 58503 members 
Mstep: Class 19 contains 52680 members 
Mstep: Class 20 contains 181815 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 233659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052992.000000 Penalty: 54895.289062
Iteration 137Q: 17 clusters Score -1.18053e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 98762 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 189524 members 
Mstep: Class 5 contains 19419 members 
Mstep: Class 6 contains 44513 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 14 contains 12559 members 
Mstep: Class 16 contains 89887 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 52677 members 
Mstep: Class 20 contains 181924 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 233831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052952.000000 Penalty: 54895.289062
Iteration 138Q: 17 clusters Score -1.18053e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 98383 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 189503 members 
Mstep: Class 5 contains 19444 members 
Mstep: Class 6 contains 44499 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10871 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 14 contains 12565 members 
Mstep: Class 16 contains 89966 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 52669 members 
Mstep: Class 20 contains 182028 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 234038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052920.000000 Penalty: 54895.289062
Iteration 139Q: 17 clusters Score -1.180529e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 97988 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 189504 members 
Mstep: Class 5 contains 19474 members 
Mstep: Class 6 contains 44488 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10863 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 14 contains 12569 members 
Mstep: Class 16 contains 90037 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 52683 members 
Mstep: Class 20 contains 182119 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 234238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052888.000000 Penalty: 54895.289062
Iteration 140F: 17 clusters Score -1.180529e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 97578 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 189501 members 
Mstep: Class 5 contains 19507 members 
Mstep: Class 6 contains 44476 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10858 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 14 contains 12579 members 
Mstep: Class 16 contains 90102 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 52695 members 
Mstep: Class 20 contains 182209 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 234458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052896.000000 Penalty: 54895.289062
Iteration 141Q: 17 clusters Score -1.180529e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 97169 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 189483 members 
Mstep: Class 5 contains 19537 members 
Mstep: Class 6 contains 44462 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10857 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 14 contains 12584 members 
Mstep: Class 16 contains 90180 members 
Mstep: Class 18 contains 58522 members 
Mstep: Class 19 contains 52721 members 
Mstep: Class 20 contains 182292 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 234678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052792.000000 Penalty: 54895.289062
Iteration 142Q: 17 clusters Score -1.180528e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 96787 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 4 contains 189474 members 
Mstep: Class 5 contains 19563 members 
Mstep: Class 6 contains 44453 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10851 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 14 contains 12589 members 
Mstep: Class 16 contains 90264 members 
Mstep: Class 18 contains 58524 members 
Mstep: Class 19 contains 52745 members 
Mstep: Class 20 contains 182368 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 234867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052688.000000 Penalty: 54895.289062
Iteration 143Q: 17 clusters Score -1.180527e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 96378 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 189468 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 44442 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10842 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 14 contains 12590 members 
Mstep: Class 16 contains 90344 members 
Mstep: Class 18 contains 58535 members 
Mstep: Class 19 contains 52758 members 
Mstep: Class 20 contains 182452 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 235080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052920.000000 Penalty: 54895.289062
Iteration 144Q: 17 clusters Score -1.180529e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 95973 members 
Mstep: Class 3 contains 666 members 
Mstep: Class 4 contains 189459 members 
Mstep: Class 5 contains 19625 members 
Mstep: Class 6 contains 44424 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10838 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 14 contains 12595 members 
Mstep: Class 16 contains 90435 members 
Mstep: Class 18 contains 58536 members 
Mstep: Class 19 contains 52778 members 
Mstep: Class 20 contains 182524 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 235295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053048.000000 Penalty: 54895.289062
Iteration 145Q: 17 clusters Score -1.18053e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 95545 members 
Mstep: Class 3 contains 667 members 
Mstep: Class 4 contains 189451 members 
Mstep: Class 5 contains 19652 members 
Mstep: Class 6 contains 44419 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10833 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 14 contains 12598 members 
Mstep: Class 16 contains 90534 members 
Mstep: Class 18 contains 58538 members 
Mstep: Class 19 contains 52806 members 
Mstep: Class 20 contains 182591 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 235516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052976.000000 Penalty: 54895.289062
Iteration 146Q: 17 clusters Score -1.18053e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 95127 members 
Mstep: Class 3 contains 669 members 
Mstep: Class 4 contains 189453 members 
Mstep: Class 5 contains 19671 members 
Mstep: Class 6 contains 44405 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 14 contains 12598 members 
Mstep: Class 16 contains 90638 members 
Mstep: Class 18 contains 58543 members 
Mstep: Class 19 contains 52806 members 
Mstep: Class 20 contains 182665 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 235749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052976.000000 Penalty: 54895.289062
Iteration 147Q: 17 clusters Score -1.18053e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 94699 members 
Mstep: Class 3 contains 675 members 
Mstep: Class 4 contains 189449 members 
Mstep: Class 5 contains 19694 members 
Mstep: Class 6 contains 44389 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10826 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 14 contains 12594 members 
Mstep: Class 16 contains 90717 members 
Mstep: Class 18 contains 58549 members 
Mstep: Class 19 contains 52814 members 
Mstep: Class 20 contains 182781 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 235974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053072.000000 Penalty: 54895.289062
Iteration 148Q: 17 clusters Score -1.180531e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 94276 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 189443 members 
Mstep: Class 5 contains 19716 members 
Mstep: Class 6 contains 44374 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 14 contains 12596 members 
Mstep: Class 16 contains 90797 members 
Mstep: Class 18 contains 58550 members 
Mstep: Class 19 contains 52831 members 
Mstep: Class 20 contains 182876 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 236201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053216.000000 Penalty: 54895.289062
Iteration 149Q: 17 clusters Score -1.180532e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 93861 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189454 members 
Mstep: Class 5 contains 19745 members 
Mstep: Class 6 contains 44362 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10825 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 14 contains 12599 members 
Mstep: Class 16 contains 90866 members 
Mstep: Class 18 contains 58547 members 
Mstep: Class 19 contains 52832 members 
Mstep: Class 20 contains 182982 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 236412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053192.000000 Penalty: 54895.289062
Iteration 150Q: 17 clusters Score -1.180532e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 93434 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189478 members 
Mstep: Class 5 contains 19762 members 
Mstep: Class 6 contains 44347 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 14 contains 12606 members 
Mstep: Class 16 contains 90934 members 
Mstep: Class 18 contains 58553 members 
Mstep: Class 19 contains 52841 members 
Mstep: Class 20 contains 183099 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 236608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053128.000000 Penalty: 54895.289062
Iteration 151Q: 17 clusters Score -1.180531e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 93013 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189506 members 
Mstep: Class 5 contains 19776 members 
Mstep: Class 6 contains 44333 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10822 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 14 contains 12617 members 
Mstep: Class 16 contains 90990 members 
Mstep: Class 18 contains 58558 members 
Mstep: Class 19 contains 52852 members 
Mstep: Class 20 contains 183190 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 236829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053112.000000 Penalty: 54895.289062
Iteration 152Q: 17 clusters Score -1.180531e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 92605 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189520 members 
Mstep: Class 5 contains 19795 members 
Mstep: Class 6 contains 44310 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 14 contains 12625 members 
Mstep: Class 16 contains 91047 members 
Mstep: Class 18 contains 58560 members 
Mstep: Class 19 contains 52860 members 
Mstep: Class 20 contains 183269 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 237072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053144.000000 Penalty: 54895.289062
Iteration 153Q: 17 clusters Score -1.180531e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 92196 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189531 members 
Mstep: Class 5 contains 19823 members 
Mstep: Class 6 contains 44292 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12630 members 
Mstep: Class 16 contains 91100 members 
Mstep: Class 18 contains 58564 members 
Mstep: Class 19 contains 52874 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 237312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053032.000000 Penalty: 54895.289062
Iteration 154Q: 17 clusters Score -1.18053e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 91791 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189551 members 
Mstep: Class 5 contains 19854 members 
Mstep: Class 6 contains 44274 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10825 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 16 contains 91143 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 52874 members 
Mstep: Class 20 contains 183427 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 237542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118053112.000000 Penalty: 54895.289062
Iteration 155Q: 17 clusters Score -1.180531e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 91358 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189561 members 
Mstep: Class 5 contains 19880 members 
Mstep: Class 6 contains 44268 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12647 members 
Mstep: Class 16 contains 91193 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 52888 members 
Mstep: Class 20 contains 183525 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 237776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052928.000000 Penalty: 54895.289062
Iteration 156Q: 17 clusters Score -1.180529e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 90938 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189579 members 
Mstep: Class 5 contains 19906 members 
Mstep: Class 6 contains 44263 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10821 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 16 contains 91236 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 19 contains 52892 members 
Mstep: Class 20 contains 183631 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 237999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052776.000000 Penalty: 54895.289062
Iteration 157Q: 17 clusters Score -1.180528e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 90513 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189602 members 
Mstep: Class 5 contains 19934 members 
Mstep: Class 6 contains 44246 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10820 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 16 contains 91287 members 
Mstep: Class 18 contains 58570 members 
Mstep: Class 19 contains 52902 members 
Mstep: Class 20 contains 183729 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 238222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052688.000000 Penalty: 54895.289062
Iteration 158Q: 17 clusters Score -1.180527e+08 nChanged 627
Entering ConstructFrom: 
Score: -118052688.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Entering Unmasked Estep 
Score: -2261891.250000 Penalty: 2448.855957
	Iteration 0F: 2 clusters Score -2261891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2248141.250000 Penalty: 4897.711914
	Iteration 0F: 3 clusters Score -2248141 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2252873.750000 Penalty: 4897.711914
	Iteration 1F: 3 clusters Score -2252874 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2253461.000000 Penalty: 4897.711914
	Iteration 2F: 3 clusters Score -2253461 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2254148.000000 Penalty: 4897.711914
	Iteration 3F: 3 clusters Score -2254148 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2255040.750000 Penalty: 4897.711914
	Iteration 4F: 3 clusters Score -2255041 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2256083.500000 Penalty: 4897.711914
	Iteration 5F: 3 clusters Score -2256084 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2257013.750000 Penalty: 4897.711914
	Iteration 6F: 3 clusters Score -2257014 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2257778.750000 Penalty: 4897.711914
	Iteration 7F: 3 clusters Score -2257779 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2258347.000000 Penalty: 4897.711914
	Iteration 8F: 3 clusters Score -2258347 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2258741.500000 Penalty: 4897.711914
	Iteration 9Q: 3 clusters Score -2258742 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2259035.250000 Penalty: 4897.711914
	Iteration 10Q: 3 clusters Score -2259035 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2259277.750000 Penalty: 4897.711914
	Iteration 11Q: 3 clusters Score -2259278 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2259482.000000 Penalty: 4897.711914
	Iteration 12Q: 3 clusters Score -2259482 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2259682.250000 Penalty: 4897.711914
	Iteration 13Q: 3 clusters Score -2259682 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2259855.750000 Penalty: 4897.711914
	Iteration 14Q: 3 clusters Score -2259856 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2260012.250000 Penalty: 4897.711914
	Iteration 15Q: 3 clusters Score -2260012 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2260146.750000 Penalty: 4897.711914
	Iteration 16Q: 3 clusters Score -2260147 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2260253.250000 Penalty: 4897.711914
	Iteration 17Q: 3 clusters Score -2260253 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2260331.250000 Penalty: 4897.711914
	Iteration 18Q: 3 clusters Score -2260331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2260397.000000 Penalty: 4897.711914
	Iteration 19Q: 3 clusters Score -2260397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2260455.000000 Penalty: 4897.711914
	Iteration 20F: 3 clusters Score -2260455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2260495.000000 Penalty: 4897.711914
	Iteration 21Q: 3 clusters Score -2260495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2260540.750000 Penalty: 4897.711914
	Iteration 22Q: 3 clusters Score -2260541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2260584.250000 Penalty: 4897.711914
	Iteration 23Q: 3 clusters Score -2260584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2260622.500000 Penalty: 4897.711914
	Iteration 24Q: 3 clusters Score -2260622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2260650.250000 Penalty: 4897.711914
	Iteration 25Q: 3 clusters Score -2260650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2260659.750000 Penalty: 4897.711914
	Iteration 26Q: 3 clusters Score -2260660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2260670.000000 Penalty: 4897.711914
	Iteration 27Q: 3 clusters Score -2260670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2260672.250000 Penalty: 4897.711914
	Iteration 28Q: 3 clusters Score -2260672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2260685.000000 Penalty: 4897.711914
	Iteration 29Q: 3 clusters Score -2260685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2260693.000000 Penalty: 4897.711914
	Iteration 30Q: 3 clusters Score -2260693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2260694.500000 Penalty: 4897.711914
	Iteration 31Q: 3 clusters Score -2260694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2260700.250000 Penalty: 4897.711914
	Iteration 32Q: 3 clusters Score -2260700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2260697.500000 Penalty: 4897.711914
	Iteration 33Q: 3 clusters Score -2260698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2260703.000000 Penalty: 4897.711914
	Iteration 34Q: 3 clusters Score -2260703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2260701.750000 Penalty: 4897.711914
	Iteration 35Q: 3 clusters Score -2260702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2260701.750000 Penalty: 4897.711914
	Iteration 36Q: 3 clusters Score -2260702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2260704.750000 Penalty: 4897.711914
	Iteration 37Q: 3 clusters Score -2260705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2260709.750000 Penalty: 4897.711914
	Iteration 38Q: 3 clusters Score -2260710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2260709.500000 Penalty: 4897.711914
	Iteration 39Q: 3 clusters Score -2260710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2260710.750000 Penalty: 4897.711914
	Iteration 40F: 3 clusters Score -2260711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2260708.000000 Penalty: 4897.711914
	Iteration 41Q: 3 clusters Score -2260708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2260711.000000 Penalty: 4897.711914
	Iteration 42Q: 3 clusters Score -2260711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2260711.000000 Penalty: 4897.711914
	Iteration 43Q: 3 clusters Score -2260711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2260713.250000 Penalty: 4897.711914
	Iteration 44Q: 3 clusters Score -2260713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2260712.000000 Penalty: 4897.711914
	Iteration 45Q: 3 clusters Score -2260712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2260712.500000 Penalty: 4897.711914
	Iteration 46Q: 3 clusters Score -2260712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2260711.250000 Penalty: 4897.711914
	Iteration 47Q: 3 clusters Score -2260711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2260711.500000 Penalty: 4897.711914
	Iteration 48Q: 3 clusters Score -2260712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2260711.250000 Penalty: 4897.711914
	Iteration 49Q: 3 clusters Score -2260711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2260710.750000 Penalty: 4897.711914
	Iteration 50Q: 3 clusters Score -2260711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2260710.250000 Penalty: 4897.711914
	Iteration 51Q: 3 clusters Score -2260710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2260710.250000 Penalty: 4897.711914
	Iteration 52F: 3 clusters Score -2260710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (90108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Entering Unmasked Estep 
Score: -10689785.000000 Penalty: 2829.373535
	Iteration 0F: 2 clusters Score -1.068978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -10629456.000000 Penalty: 5658.747070
	Iteration 0F: 3 clusters Score -1.062946e+07 nChanged 42395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -10653817.000000 Penalty: 5658.747070
	Iteration 1F: 3 clusters Score -1.065382e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -10654505.000000 Penalty: 5658.747070
	Iteration 2Q: 3 clusters Score -1.06545e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -10655522.000000 Penalty: 5658.747070
	Iteration 3Q: 3 clusters Score -1.065552e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -10657225.000000 Penalty: 5658.747070
	Iteration 4Q: 3 clusters Score -1.065722e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -10660093.000000 Penalty: 5658.747070
	Iteration 5F: 3 clusters Score -1.066009e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -10665276.000000 Penalty: 5658.747070
	Iteration 6F: 3 clusters Score -1.066528e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -10672708.000000 Penalty: 5658.747070
	Iteration 7F: 3 clusters Score -1.067271e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -10679760.000000 Penalty: 5658.747070
	Iteration 8F: 3 clusters Score -1.067976e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -10684295.000000 Penalty: 5658.747070
	Iteration 9F: 3 clusters Score -1.06843e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -10686541.000000 Penalty: 5658.747070
	Iteration 10Q: 3 clusters Score -1.068654e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -10687436.000000 Penalty: 5658.747070
	Iteration 11Q: 3 clusters Score -1.068744e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -10687746.000000 Penalty: 5658.747070
	Iteration 12Q: 3 clusters Score -1.068775e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -10687887.000000 Penalty: 5658.747070
	Iteration 13Q: 3 clusters Score -1.068789e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -10687974.000000 Penalty: 5658.747070
	Iteration 14Q: 3 clusters Score -1.068797e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -10687984.000000 Penalty: 5658.747070
	Iteration 15Q: 3 clusters Score -1.068798e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -10688008.000000 Penalty: 5658.747070
	Iteration 16Q: 3 clusters Score -1.068801e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -10688036.000000 Penalty: 5658.747070
	Iteration 17Q: 3 clusters Score -1.068804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -10688045.000000 Penalty: 5658.747070
	Iteration 18Q: 3 clusters Score -1.068804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -10688037.000000 Penalty: 5658.747070
	Iteration 19Q: 3 clusters Score -1.068804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -10688039.000000 Penalty: 5658.747070
	Iteration 20F: 3 clusters Score -1.068804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -10688037.000000 Penalty: 5658.747070
	Iteration 21Q: 3 clusters Score -1.068804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -10688056.000000 Penalty: 5658.747070
	Iteration 22Q: 3 clusters Score -1.068806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -10688054.000000 Penalty: 5658.747070
	Iteration 23Q: 3 clusters Score -1.068805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -10688047.000000 Penalty: 5658.747070
	Iteration 24Q: 3 clusters Score -1.068805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -10688050.000000 Penalty: 5658.747070
	Iteration 25Q: 3 clusters Score -1.068805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -10688055.000000 Penalty: 5658.747070
	Iteration 26Q: 3 clusters Score -1.068806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -10688059.000000 Penalty: 5658.747070
	Iteration 27Q: 3 clusters Score -1.068806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -10688066.000000 Penalty: 5658.747070
	Iteration 28Q: 3 clusters Score -1.068807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -10688070.000000 Penalty: 5658.747070
	Iteration 29Q: 3 clusters Score -1.068807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -10688075.000000 Penalty: 5658.747070
	Iteration 30Q: 3 clusters Score -1.068808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -10688076.000000 Penalty: 5658.747070
	Iteration 31Q: 3 clusters Score -1.068808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -10688074.000000 Penalty: 5658.747070
	Iteration 32Q: 3 clusters Score -1.068807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -10688077.000000 Penalty: 5658.747070
	Iteration 33Q: 3 clusters Score -1.068808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -10688072.000000 Penalty: 5658.747070
	Iteration 34Q: 3 clusters Score -1.068807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -10688071.000000 Penalty: 5658.747070
	Iteration 35Q: 3 clusters Score -1.068807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -10688076.000000 Penalty: 5658.747070
	Iteration 36Q: 3 clusters Score -1.068808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -10688076.000000 Penalty: 5658.747070
	Iteration 37Q: 3 clusters Score -1.068808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -10688076.000000 Penalty: 5658.747070
	Iteration 38F: 3 clusters Score -1.068808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -72381.265625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -72381.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70756.367188 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -70756.37 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71059.859375 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -71059.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71163.765625 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -71163.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71214.851562 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -71214.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71242.390625 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -71242.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71262.578125 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -71262.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71280.226562 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -71280.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71297.984375 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -71297.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71306.398438 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -71306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71315.703125 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -71315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71323.070312 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -71323.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71326.468750 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -71326.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71327.460938 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -71327.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71327.460938 Penalty: 3237.867188
	Iteration 13F: 3 clusters Score -71327.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189596 members 
Entering Unmasked Estep 
Score: -22508140.000000 Penalty: 3013.857422
	Iteration 0F: 2 clusters Score -2.250814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -22395098.000000 Penalty: 6027.714844
	Iteration 0F: 3 clusters Score -2.23951e+07 nChanged 91092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -22448838.000000 Penalty: 6027.714844
	Iteration 1F: 3 clusters Score -2.244884e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -22450722.000000 Penalty: 6027.714844
	Iteration 2Q: 3 clusters Score -2.245072e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
Score: -22453924.000000 Penalty: 6027.714844
	Iteration 3Q: 3 clusters Score -2.245392e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 123398 members 
Entering Unmasked Estep 
Score: -22459468.000000 Penalty: 6027.714844
	Iteration 4F: 3 clusters Score -2.245947e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 137313 members 
Entering Unmasked Estep 
Score: -22469636.000000 Penalty: 6027.714844
	Iteration 5F: 3 clusters Score -2.246964e+07 nChanged 17731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 155044 members 
Entering Unmasked Estep 
Score: -22484952.000000 Penalty: 6027.714844
	Iteration 6F: 3 clusters Score -2.248495e+07 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -22497220.000000 Penalty: 6027.714844
	Iteration 7F: 3 clusters Score -2.249722e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -22502134.000000 Penalty: 6027.714844
	Iteration 8F: 3 clusters Score -2.250213e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 187581 members 
Entering Unmasked Estep 
Score: -22504122.000000 Penalty: 6027.714844
	Iteration 9Q: 3 clusters Score -2.250412e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 188854 members 
Entering Unmasked Estep 
Score: -22504984.000000 Penalty: 6027.714844
	Iteration 10Q: 3 clusters Score -2.250498e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 189168 members 
Entering Unmasked Estep 
Score: -22505260.000000 Penalty: 6027.714844
	Iteration 11Q: 3 clusters Score -2.250526e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -22505336.000000 Penalty: 6027.714844
	Iteration 12Q: 3 clusters Score -2.250534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 189259 members 
Entering Unmasked Estep 
Score: -22505404.000000 Penalty: 6027.714844
	Iteration 13Q: 3 clusters Score -2.25054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -22505426.000000 Penalty: 6027.714844
	Iteration 14Q: 3 clusters Score -2.250543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -22505438.000000 Penalty: 6027.714844
	Iteration 15Q: 3 clusters Score -2.250544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 189290 members 
Entering Unmasked Estep 
Score: -22505464.000000 Penalty: 6027.714844
	Iteration 16Q: 3 clusters Score -2.250546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 189293 members 
Entering Unmasked Estep 
Score: -22505456.000000 Penalty: 6027.714844
	Iteration 17Q: 3 clusters Score -2.250546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 189296 members 
Entering Unmasked Estep 
Score: -22505468.000000 Penalty: 6027.714844
	Iteration 18Q: 3 clusters Score -2.250547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 189297 members 
Entering Unmasked Estep 
Score: -22505468.000000 Penalty: 6027.714844
	Iteration 19Q: 3 clusters Score -2.250547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 189297 members 
Entering Unmasked Estep 
Score: -22505468.000000 Penalty: 6027.714844
	Iteration 20F: 3 clusters Score -2.250547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Entering Unmasked Estep 
Score: -2389110.000000 Penalty: 2455.630615
	Iteration 0F: 2 clusters Score -2389110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2375076.750000 Penalty: 4911.261230
	Iteration 0F: 3 clusters Score -2375077 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2379682.500000 Penalty: 4911.261230
	Iteration 1F: 3 clusters Score -2379682 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2380052.500000 Penalty: 4911.261230
	Iteration 2F: 3 clusters Score -2380052 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2380395.500000 Penalty: 4911.261230
	Iteration 3Q: 3 clusters Score -2380396 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2380746.750000 Penalty: 4911.261230
	Iteration 4Q: 3 clusters Score -2380747 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2381201.000000 Penalty: 4911.261230
	Iteration 5Q: 3 clusters Score -2381201 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2381827.000000 Penalty: 4911.261230
	Iteration 6F: 3 clusters Score -2381827 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2382606.500000 Penalty: 4911.261230
	Iteration 7F: 3 clusters Score -2382606 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2383651.500000 Penalty: 4911.261230
	Iteration 8F: 3 clusters Score -2383652 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2384865.250000 Penalty: 4911.261230
	Iteration 9F: 3 clusters Score -2384865 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2385809.500000 Penalty: 4911.261230
	Iteration 10F: 3 clusters Score -2385810 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2386286.750000 Penalty: 4911.261230
	Iteration 11Q: 3 clusters Score -2386287 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2386495.500000 Penalty: 4911.261230
	Iteration 12Q: 3 clusters Score -2386496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2386585.250000 Penalty: 4911.261230
	Iteration 13Q: 3 clusters Score -2386585 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2386624.250000 Penalty: 4911.261230
	Iteration 14Q: 3 clusters Score -2386624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2386676.000000 Penalty: 4911.261230
	Iteration 15Q: 3 clusters Score -2386676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2386708.250000 Penalty: 4911.261230
	Iteration 16Q: 3 clusters Score -2386708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2386734.250000 Penalty: 4911.261230
	Iteration 17Q: 3 clusters Score -2386734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2386764.750000 Penalty: 4911.261230
	Iteration 18Q: 3 clusters Score -2386765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2386785.750000 Penalty: 4911.261230
	Iteration 19Q: 3 clusters Score -2386786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2386801.750000 Penalty: 4911.261230
	Iteration 20F: 3 clusters Score -2386802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2386818.750000 Penalty: 4911.261230
	Iteration 21Q: 3 clusters Score -2386819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2386829.250000 Penalty: 4911.261230
	Iteration 22Q: 3 clusters Score -2386829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2386828.000000 Penalty: 4911.261230
	Iteration 23Q: 3 clusters Score -2386828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2386846.000000 Penalty: 4911.261230
	Iteration 24Q: 3 clusters Score -2386846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2386851.250000 Penalty: 4911.261230
	Iteration 25Q: 3 clusters Score -2386851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2386860.000000 Penalty: 4911.261230
	Iteration 26Q: 3 clusters Score -2386860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2386878.250000 Penalty: 4911.261230
	Iteration 27Q: 3 clusters Score -2386878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2386880.750000 Penalty: 4911.261230
	Iteration 28Q: 3 clusters Score -2386881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2386882.250000 Penalty: 4911.261230
	Iteration 29Q: 3 clusters Score -2386882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2386886.500000 Penalty: 4911.261230
	Iteration 30Q: 3 clusters Score -2386886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2386892.500000 Penalty: 4911.261230
	Iteration 31Q: 3 clusters Score -2386892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2386903.500000 Penalty: 4911.261230
	Iteration 32Q: 3 clusters Score -2386904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2386925.250000 Penalty: 4911.261230
	Iteration 33Q: 3 clusters Score -2386925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2386928.000000 Penalty: 4911.261230
	Iteration 34Q: 3 clusters Score -2386928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2386935.250000 Penalty: 4911.261230
	Iteration 35Q: 3 clusters Score -2386935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2386934.750000 Penalty: 4911.261230
	Iteration 36Q: 3 clusters Score -2386935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2386946.250000 Penalty: 4911.261230
	Iteration 37Q: 3 clusters Score -2386946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2386958.500000 Penalty: 4911.261230
	Iteration 38Q: 3 clusters Score -2386958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2386970.500000 Penalty: 4911.261230
	Iteration 39Q: 3 clusters Score -2386970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2386982.000000 Penalty: 4911.261230
	Iteration 40F: 3 clusters Score -2386982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2386986.000000 Penalty: 4911.261230
	Iteration 41Q: 3 clusters Score -2386986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2386994.750000 Penalty: 4911.261230
	Iteration 42Q: 3 clusters Score -2386995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2387002.750000 Penalty: 4911.261230
	Iteration 43Q: 3 clusters Score -2387003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2387005.250000 Penalty: 4911.261230
	Iteration 44Q: 3 clusters Score -2387005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2387009.500000 Penalty: 4911.261230
	Iteration 45Q: 3 clusters Score -2387010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2387018.500000 Penalty: 4911.261230
	Iteration 46Q: 3 clusters Score -2387018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2387026.250000 Penalty: 4911.261230
	Iteration 47Q: 3 clusters Score -2387026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2387032.000000 Penalty: 4911.261230
	Iteration 48Q: 3 clusters Score -2387032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2387037.750000 Penalty: 4911.261230
	Iteration 49Q: 3 clusters Score -2387038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2387050.000000 Penalty: 4911.261230
	Iteration 50Q: 3 clusters Score -2387050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2387066.250000 Penalty: 4911.261230
	Iteration 51Q: 3 clusters Score -2387066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2387074.500000 Penalty: 4911.261230
	Iteration 52Q: 3 clusters Score -2387074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2387080.500000 Penalty: 4911.261230
	Iteration 53Q: 3 clusters Score -2387080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2387087.750000 Penalty: 4911.261230
	Iteration 54Q: 3 clusters Score -2387088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2387092.000000 Penalty: 4911.261230
	Iteration 55Q: 3 clusters Score -2387092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2387096.000000 Penalty: 4911.261230
	Iteration 56Q: 3 clusters Score -2387096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2387096.500000 Penalty: 4911.261230
	Iteration 57Q: 3 clusters Score -2387096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2387098.250000 Penalty: 4911.261230
	Iteration 58Q: 3 clusters Score -2387098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2387102.500000 Penalty: 4911.261230
	Iteration 59Q: 3 clusters Score -2387102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2387107.000000 Penalty: 4911.261230
	Iteration 60F: 3 clusters Score -2387107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2387112.750000 Penalty: 4911.261230
	Iteration 61Q: 3 clusters Score -2387113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2387112.000000 Penalty: 4911.261230
	Iteration 62Q: 3 clusters Score -2387112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2387116.000000 Penalty: 4911.261230
	Iteration 63Q: 3 clusters Score -2387116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2387117.750000 Penalty: 4911.261230
	Iteration 64Q: 3 clusters Score -2387118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2387117.750000 Penalty: 4911.261230
	Iteration 65Q: 3 clusters Score -2387118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2387119.000000 Penalty: 4911.261230
	Iteration 66Q: 3 clusters Score -2387119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2387119.000000 Penalty: 4911.261230
	Iteration 67Q: 3 clusters Score -2387119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2387118.500000 Penalty: 4911.261230
	Iteration 68Q: 3 clusters Score -2387118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2387115.000000 Penalty: 4911.261230
	Iteration 69Q: 3 clusters Score -2387115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2387116.250000 Penalty: 4911.261230
	Iteration 70Q: 3 clusters Score -2387116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2387113.500000 Penalty: 4911.261230
	Iteration 71Q: 3 clusters Score -2387114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2387112.500000 Penalty: 4911.261230
	Iteration 72Q: 3 clusters Score -2387112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2387116.750000 Penalty: 4911.261230
	Iteration 73Q: 3 clusters Score -2387117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2387117.250000 Penalty: 4911.261230
	Iteration 74Q: 3 clusters Score -2387117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2387121.250000 Penalty: 4911.261230
	Iteration 75Q: 3 clusters Score -2387121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2387124.750000 Penalty: 4911.261230
	Iteration 76Q: 3 clusters Score -2387125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2387127.250000 Penalty: 4911.261230
	Iteration 77Q: 3 clusters Score -2387127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2387124.750000 Penalty: 4911.261230
	Iteration 78Q: 3 clusters Score -2387125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2387127.000000 Penalty: 4911.261230
	Iteration 79Q: 3 clusters Score -2387127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2387126.750000 Penalty: 4911.261230
	Iteration 80F: 3 clusters Score -2387127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2387131.250000 Penalty: 4911.261230
	Iteration 81Q: 3 clusters Score -2387131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2387134.000000 Penalty: 4911.261230
	Iteration 82Q: 3 clusters Score -2387134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2387132.000000 Penalty: 4911.261230
	Iteration 83Q: 3 clusters Score -2387132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2387134.000000 Penalty: 4911.261230
	Iteration 84Q: 3 clusters Score -2387134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2387136.750000 Penalty: 4911.261230
	Iteration 85Q: 3 clusters Score -2387137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2387138.750000 Penalty: 4911.261230
	Iteration 86Q: 3 clusters Score -2387139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2387139.250000 Penalty: 4911.261230
	Iteration 87Q: 3 clusters Score -2387139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2387137.000000 Penalty: 4911.261230
	Iteration 88Q: 3 clusters Score -2387137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2387140.500000 Penalty: 4911.261230
	Iteration 89Q: 3 clusters Score -2387140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2387140.250000 Penalty: 4911.261230
	Iteration 90Q: 3 clusters Score -2387140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2387137.750000 Penalty: 4911.261230
	Iteration 91Q: 3 clusters Score -2387138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2387140.750000 Penalty: 4911.261230
	Iteration 92Q: 3 clusters Score -2387141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2387139.750000 Penalty: 4911.261230
	Iteration 93Q: 3 clusters Score -2387140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2387142.250000 Penalty: 4911.261230
	Iteration 94Q: 3 clusters Score -2387142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2387138.250000 Penalty: 4911.261230
	Iteration 95Q: 3 clusters Score -2387138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2387139.000000 Penalty: 4911.261230
	Iteration 96Q: 3 clusters Score -2387139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2387138.000000 Penalty: 4911.261230
	Iteration 97Q: 3 clusters Score -2387138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2387138.000000 Penalty: 4911.261230
	Iteration 98F: 3 clusters Score -2387138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Entering Unmasked Estep 
Score: -5047483.500000 Penalty: 2652.900879
	Iteration 0F: 2 clusters Score -5047484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5017711.500000 Penalty: 5305.801758
	Iteration 0F: 3 clusters Score -5017712 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5028920.500000 Penalty: 5305.801758
	Iteration 1F: 3 clusters Score -5028920 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5029425.500000 Penalty: 5305.801758
	Iteration 2Q: 3 clusters Score -5029426 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5029965.000000 Penalty: 5305.801758
	Iteration 3Q: 3 clusters Score -5029965 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5030527.000000 Penalty: 5305.801758
	Iteration 4Q: 3 clusters Score -5030527 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5031233.500000 Penalty: 5305.801758
	Iteration 5Q: 3 clusters Score -5031234 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5032159.000000 Penalty: 5305.801758
	Iteration 6Q: 3 clusters Score -5032159 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -5033635.500000 Penalty: 5305.801758
	Iteration 7F: 3 clusters Score -5033636 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -5035903.000000 Penalty: 5305.801758
	Iteration 8F: 3 clusters Score -5035903 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5038835.000000 Penalty: 5305.801758
	Iteration 9F: 3 clusters Score -5038835 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5041667.000000 Penalty: 5305.801758
	Iteration 10F: 3 clusters Score -5041667 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5043554.500000 Penalty: 5305.801758
	Iteration 11Q: 3 clusters Score -5043554 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -5044539.000000 Penalty: 5305.801758
	Iteration 12Q: 3 clusters Score -5044539 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5044981.000000 Penalty: 5305.801758
	Iteration 13Q: 3 clusters Score -5044981 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5045157.000000 Penalty: 5305.801758
	Iteration 14Q: 3 clusters Score -5045157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5045244.500000 Penalty: 5305.801758
	Iteration 15Q: 3 clusters Score -5045244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5045293.500000 Penalty: 5305.801758
	Iteration 16Q: 3 clusters Score -5045294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5045329.000000 Penalty: 5305.801758
	Iteration 17Q: 3 clusters Score -5045329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5045337.000000 Penalty: 5305.801758
	Iteration 18Q: 3 clusters Score -5045337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5045345.000000 Penalty: 5305.801758
	Iteration 19Q: 3 clusters Score -5045345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5045348.500000 Penalty: 5305.801758
	Iteration 20F: 3 clusters Score -5045348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -5045354.000000 Penalty: 5305.801758
	Iteration 21Q: 3 clusters Score -5045354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5045362.000000 Penalty: 5305.801758
	Iteration 22Q: 3 clusters Score -5045362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -5045363.500000 Penalty: 5305.801758
	Iteration 23Q: 3 clusters Score -5045364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5045370.000000 Penalty: 5305.801758
	Iteration 24Q: 3 clusters Score -5045370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5045369.500000 Penalty: 5305.801758
	Iteration 25Q: 3 clusters Score -5045370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5045383.000000 Penalty: 5305.801758
	Iteration 26Q: 3 clusters Score -5045383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5045385.000000 Penalty: 5305.801758
	Iteration 27Q: 3 clusters Score -5045385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5045385.000000 Penalty: 5305.801758
	Iteration 28F: 3 clusters Score -5045385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -375746.250000 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375746.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -376569.843750 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376569.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376787.031250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -376787 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -376938.468750 Penalty: 4024.556396
	Iteration 3Q: 3 clusters Score -376938.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -377084.093750 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -377084.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -377254.531250 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -377254.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -377608.718750 Penalty: 4024.556396
	Iteration 6F: 3 clusters Score -377608.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -378241.125000 Penalty: 4024.556396
	Iteration 7F: 3 clusters Score -378241.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -378854.218750 Penalty: 4024.556396
	Iteration 8F: 3 clusters Score -378854.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -379274.750000 Penalty: 4024.556396
	Iteration 9F: 3 clusters Score -379274.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -379462.187500 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379462.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -379556.437500 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379556.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -379602.593750 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379602.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -379620.593750 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -379637.937500 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -379637.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -379650.000000 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -379650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -379652.718750 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -379652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -379657.281250 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -379657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -379661.218750 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -379661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -379664.468750 Penalty: 4024.556396
	Iteration 19Q: 3 clusters Score -379664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -379664.468750 Penalty: 4024.556396
	Iteration 20F: 3 clusters Score -379664.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 90108 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189596 members 
Mstep: Class 5 contains 19965 members 
Mstep: Class 6 contains 44231 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 10 contains 10821 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12678 members 
Mstep: Class 16 contains 91344 members 
Mstep: Class 18 contains 58568 members 
Mstep: Class 19 contains 52913 members 
Mstep: Class 20 contains 183820 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 238441 members 
Entering Unmasked Estep 
Score: -118051592.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052688.000000 to -118051592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1254298.875000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1254299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1246130.750000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1246131 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1248531.500000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1248532 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1248854.875000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1248855 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1249103.500000 Penalty: 4607.464844
	Iteration 3F: 3 clusters Score -1249104 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1249284.750000 Penalty: 4607.464844
	Iteration 4Q: 3 clusters Score -1249285 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1249437.375000 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -1249437 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1249558.000000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -1249558 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1249660.625000 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -1249661 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1249775.375000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1249775 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1249910.250000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1249910 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1250070.750000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -1250071 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1250313.000000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1250313 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1250640.750000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1250641 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1251022.625000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1251023 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1251447.375000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1251447 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1251819.000000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1251819 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1252091.750000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1252092 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1252273.000000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1252273 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1252416.000000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1252416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1252542.750000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1252543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1252650.625000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1252651 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1252720.625000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1252721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1252758.375000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1252758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1252792.625000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1252793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1252814.250000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1252814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1252827.875000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1252828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1252845.375000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1252845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1252867.375000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1252867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1252883.125000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1252883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1252897.875000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1252898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1252916.125000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1252916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1252939.375000 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -1252939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1252963.500000 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -1252964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1252996.500000 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -1252996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1253022.500000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -1253022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1253037.875000 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -1253038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1253044.250000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -1253044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1253051.250000 Penalty: 4607.464844
	Iteration 37Q: 3 clusters Score -1253051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1253053.250000 Penalty: 4607.464844
	Iteration 38Q: 3 clusters Score -1253053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1253062.750000 Penalty: 4607.464844
	Iteration 39Q: 3 clusters Score -1253063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1253069.625000 Penalty: 4607.464844
	Iteration 40F: 3 clusters Score -1253070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1253074.250000 Penalty: 4607.464844
	Iteration 41Q: 3 clusters Score -1253074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1253076.000000 Penalty: 4607.464844
	Iteration 42Q: 3 clusters Score -1253076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1253079.625000 Penalty: 4607.464844
	Iteration 43Q: 3 clusters Score -1253080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1253082.625000 Penalty: 4607.464844
	Iteration 44Q: 3 clusters Score -1253083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1253082.625000 Penalty: 4607.464844
	Iteration 45F: 3 clusters Score -1253083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Entering Unmasked Estep 
Score: -246296.093750 Penalty: 1911.685913
	Iteration 0F: 2 clusters Score -246296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243522.437500 Penalty: 3823.371826
	Iteration 0F: 3 clusters Score -243522.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244002.843750 Penalty: 3823.371826
	Iteration 1F: 3 clusters Score -244002.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244128.375000 Penalty: 3823.371826
	Iteration 2F: 3 clusters Score -244128.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -244208.859375 Penalty: 3823.371826
	Iteration 3Q: 3 clusters Score -244208.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244259.468750 Penalty: 3823.371826
	Iteration 4Q: 3 clusters Score -244259.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244286.640625 Penalty: 3823.371826
	Iteration 5Q: 3 clusters Score -244286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244301.609375 Penalty: 3823.371826
	Iteration 6Q: 3 clusters Score -244301.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244318.546875 Penalty: 3823.371826
	Iteration 7Q: 3 clusters Score -244318.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244331.703125 Penalty: 3823.371826
	Iteration 8Q: 3 clusters Score -244331.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244342.234375 Penalty: 3823.371826
	Iteration 9Q: 3 clusters Score -244342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244351.890625 Penalty: 3823.371826
	Iteration 10Q: 3 clusters Score -244351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244353.703125 Penalty: 3823.371826
	Iteration 11Q: 3 clusters Score -244353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -244356.640625 Penalty: 3823.371826
	Iteration 12Q: 3 clusters Score -244356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -244359.250000 Penalty: 3823.371826
	Iteration 13Q: 3 clusters Score -244359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -244360.781250 Penalty: 3823.371826
	Iteration 14Q: 3 clusters Score -244360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244364.531250 Penalty: 3823.371826
	Iteration 15Q: 3 clusters Score -244364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244368.390625 Penalty: 3823.371826
	Iteration 16Q: 3 clusters Score -244368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -244372.843750 Penalty: 3823.371826
	Iteration 17Q: 3 clusters Score -244372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244376.453125 Penalty: 3823.371826
	Iteration 18Q: 3 clusters Score -244376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244378.718750 Penalty: 3823.371826
	Iteration 19Q: 3 clusters Score -244378.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244383.078125 Penalty: 3823.371826
	Iteration 20F: 3 clusters Score -244383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -244386.687500 Penalty: 3823.371826
	Iteration 21Q: 3 clusters Score -244386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244387.578125 Penalty: 3823.371826
	Iteration 22Q: 3 clusters Score -244387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244389.484375 Penalty: 3823.371826
	Iteration 23Q: 3 clusters Score -244389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244391.015625 Penalty: 3823.371826
	Iteration 24Q: 3 clusters Score -244391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244393.281250 Penalty: 3823.371826
	Iteration 25Q: 3 clusters Score -244393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244395.015625 Penalty: 3823.371826
	Iteration 26Q: 3 clusters Score -244395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244394.984375 Penalty: 3823.371826
	Iteration 27Q: 3 clusters Score -244395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244395.765625 Penalty: 3823.371826
	Iteration 28Q: 3 clusters Score -244395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -244395.890625 Penalty: 3823.371826
	Iteration 29Q: 3 clusters Score -244395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244396.171875 Penalty: 3823.371826
	Iteration 30Q: 3 clusters Score -244396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -244397.625000 Penalty: 3823.371826
	Iteration 31Q: 3 clusters Score -244397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -244398.671875 Penalty: 3823.371826
	Iteration 32Q: 3 clusters Score -244398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244400.328125 Penalty: 3823.371826
	Iteration 33Q: 3 clusters Score -244400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244401.906250 Penalty: 3823.371826
	Iteration 34Q: 3 clusters Score -244401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244403.390625 Penalty: 3823.371826
	Iteration 35Q: 3 clusters Score -244403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244403.812500 Penalty: 3823.371826
	Iteration 36Q: 3 clusters Score -244403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244404.328125 Penalty: 3823.371826
	Iteration 37Q: 3 clusters Score -244404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -244404.937500 Penalty: 3823.371826
	Iteration 38Q: 3 clusters Score -244404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244406.437500 Penalty: 3823.371826
	Iteration 39Q: 3 clusters Score -244406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244408.546875 Penalty: 3823.371826
	Iteration 40F: 3 clusters Score -244408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244410.609375 Penalty: 3823.371826
	Iteration 41Q: 3 clusters Score -244410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244413.687500 Penalty: 3823.371826
	Iteration 42Q: 3 clusters Score -244413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244417.953125 Penalty: 3823.371826
	Iteration 43Q: 3 clusters Score -244418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -244419.734375 Penalty: 3823.371826
	Iteration 44Q: 3 clusters Score -244419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -244420.843750 Penalty: 3823.371826
	Iteration 45Q: 3 clusters Score -244420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244420.734375 Penalty: 3823.371826
	Iteration 46Q: 3 clusters Score -244420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -244420.734375 Penalty: 3823.371826
	Iteration 47F: 3 clusters Score -244420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -1514657.625000 Penalty: 2343.010498
	Iteration 0F: 2 clusters Score -1514658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1505297.500000 Penalty: 4686.020996
	Iteration 0F: 3 clusters Score -1505298 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1508083.750000 Penalty: 4686.020996
	Iteration 1F: 3 clusters Score -1508084 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1508344.375000 Penalty: 4686.020996
	Iteration 2F: 3 clusters Score -1508344 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1508555.125000 Penalty: 4686.020996
	Iteration 3Q: 3 clusters Score -1508555 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1508693.625000 Penalty: 4686.020996
	Iteration 4Q: 3 clusters Score -1508694 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1508807.250000 Penalty: 4686.020996
	Iteration 5Q: 3 clusters Score -1508807 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1508898.625000 Penalty: 4686.020996
	Iteration 6Q: 3 clusters Score -1508899 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1508979.875000 Penalty: 4686.020996
	Iteration 7Q: 3 clusters Score -1508980 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1509049.000000 Penalty: 4686.020996
	Iteration 8Q: 3 clusters Score -1509049 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1509119.625000 Penalty: 4686.020996
	Iteration 9Q: 3 clusters Score -1509120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1509179.375000 Penalty: 4686.020996
	Iteration 10Q: 3 clusters Score -1509179 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1509251.125000 Penalty: 4686.020996
	Iteration 11Q: 3 clusters Score -1509251 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1509334.500000 Penalty: 4686.020996
	Iteration 12Q: 3 clusters Score -1509334 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1509469.000000 Penalty: 4686.020996
	Iteration 13Q: 3 clusters Score -1509469 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1509639.000000 Penalty: 4686.020996
	Iteration 14Q: 3 clusters Score -1509639 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1509888.875000 Penalty: 4686.020996
	Iteration 15Q: 3 clusters Score -1509889 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1510194.875000 Penalty: 4686.020996
	Iteration 16Q: 3 clusters Score -1510195 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1510582.375000 Penalty: 4686.020996
	Iteration 17Q: 3 clusters Score -1510582 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1511028.125000 Penalty: 4686.020996
	Iteration 18Q: 3 clusters Score -1511028 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1511483.875000 Penalty: 4686.020996
	Iteration 19Q: 3 clusters Score -1511484 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1511897.875000 Penalty: 4686.020996
	Iteration 20F: 3 clusters Score -1511898 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1512174.000000 Penalty: 4686.020996
	Iteration 21Q: 3 clusters Score -1512174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1512347.625000 Penalty: 4686.020996
	Iteration 22Q: 3 clusters Score -1512348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1512448.875000 Penalty: 4686.020996
	Iteration 23Q: 3 clusters Score -1512449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1512510.250000 Penalty: 4686.020996
	Iteration 24Q: 3 clusters Score -1512510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1512567.875000 Penalty: 4686.020996
	Iteration 25Q: 3 clusters Score -1512568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1512603.125000 Penalty: 4686.020996
	Iteration 26Q: 3 clusters Score -1512603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1512616.250000 Penalty: 4686.020996
	Iteration 27Q: 3 clusters Score -1512616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1512624.250000 Penalty: 4686.020996
	Iteration 28Q: 3 clusters Score -1512624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1512633.250000 Penalty: 4686.020996
	Iteration 29Q: 3 clusters Score -1512633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1512642.250000 Penalty: 4686.020996
	Iteration 30Q: 3 clusters Score -1512642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1512648.125000 Penalty: 4686.020996
	Iteration 31Q: 3 clusters Score -1512648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1512648.250000 Penalty: 4686.020996
	Iteration 32Q: 3 clusters Score -1512648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1512657.250000 Penalty: 4686.020996
	Iteration 33Q: 3 clusters Score -1512657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1512663.125000 Penalty: 4686.020996
	Iteration 34Q: 3 clusters Score -1512663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1512671.750000 Penalty: 4686.020996
	Iteration 35Q: 3 clusters Score -1512672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1512681.375000 Penalty: 4686.020996
	Iteration 36Q: 3 clusters Score -1512681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1512680.250000 Penalty: 4686.020996
	Iteration 37Q: 3 clusters Score -1512680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1512684.375000 Penalty: 4686.020996
	Iteration 38Q: 3 clusters Score -1512684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1512687.625000 Penalty: 4686.020996
	Iteration 39Q: 3 clusters Score -1512688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1512689.500000 Penalty: 4686.020996
	Iteration 40F: 3 clusters Score -1512690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1512689.625000 Penalty: 4686.020996
	Iteration 41Q: 3 clusters Score -1512690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1512689.625000 Penalty: 4686.020996
	Iteration 42F: 3 clusters Score -1512690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Entering Unmasked Estep 
Score: -10849172.000000 Penalty: 2832.752197
	Iteration 0F: 2 clusters Score -1.084917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -10788280.000000 Penalty: 5665.504395
	Iteration 0F: 3 clusters Score -1.078828e+07 nChanged 43027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10812595.000000 Penalty: 5665.504395
	Iteration 1F: 3 clusters Score -1.08126e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -10813243.000000 Penalty: 5665.504395
	Iteration 2Q: 3 clusters Score -1.081324e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -10813766.000000 Penalty: 5665.504395
	Iteration 3Q: 3 clusters Score -1.081377e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -10814479.000000 Penalty: 5665.504395
	Iteration 4Q: 3 clusters Score -1.081448e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -10815233.000000 Penalty: 5665.504395
	Iteration 5Q: 3 clusters Score -1.081523e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -10816305.000000 Penalty: 5665.504395
	Iteration 6Q: 3 clusters Score -1.08163e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -10817786.000000 Penalty: 5665.504395
	Iteration 7Q: 3 clusters Score -1.081779e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -10819573.000000 Penalty: 5665.504395
	Iteration 8Q: 3 clusters Score -1.081957e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -10822216.000000 Penalty: 5665.504395
	Iteration 9Q: 3 clusters Score -1.082222e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -10825371.000000 Penalty: 5665.504395
	Iteration 10F: 3 clusters Score -1.082537e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -10829120.000000 Penalty: 5665.504395
	Iteration 11F: 3 clusters Score -1.082912e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -10832764.000000 Penalty: 5665.504395
	Iteration 12F: 3 clusters Score -1.083276e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -10836191.000000 Penalty: 5665.504395
	Iteration 13Q: 3 clusters Score -1.083619e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -10838946.000000 Penalty: 5665.504395
	Iteration 14Q: 3 clusters Score -1.083895e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -10840969.000000 Penalty: 5665.504395
	Iteration 15Q: 3 clusters Score -1.084097e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -10842338.000000 Penalty: 5665.504395
	Iteration 16Q: 3 clusters Score -1.084234e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -10843409.000000 Penalty: 5665.504395
	Iteration 17Q: 3 clusters Score -1.084341e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -10844294.000000 Penalty: 5665.504395
	Iteration 18Q: 3 clusters Score -1.084429e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -10844922.000000 Penalty: 5665.504395
	Iteration 19Q: 3 clusters Score -1.084492e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10845416.000000 Penalty: 5665.504395
	Iteration 20F: 3 clusters Score -1.084542e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -10845798.000000 Penalty: 5665.504395
	Iteration 21Q: 3 clusters Score -1.08458e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 89498 members 
Entering Unmasked Estep 
Score: -10846038.000000 Penalty: 5665.504395
	Iteration 22Q: 3 clusters Score -1.084604e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -10846220.000000 Penalty: 5665.504395
	Iteration 23Q: 3 clusters Score -1.084622e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -10846363.000000 Penalty: 5665.504395
	Iteration 24Q: 3 clusters Score -1.084636e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -10846455.000000 Penalty: 5665.504395
	Iteration 25Q: 3 clusters Score -1.084646e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -10846507.000000 Penalty: 5665.504395
	Iteration 26Q: 3 clusters Score -1.084651e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -10846563.000000 Penalty: 5665.504395
	Iteration 27Q: 3 clusters Score -1.084656e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -10846623.000000 Penalty: 5665.504395
	Iteration 28Q: 3 clusters Score -1.084662e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -10846665.000000 Penalty: 5665.504395
	Iteration 29Q: 3 clusters Score -1.084666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -10846683.000000 Penalty: 5665.504395
	Iteration 30Q: 3 clusters Score -1.084668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -10846699.000000 Penalty: 5665.504395
	Iteration 31Q: 3 clusters Score -1.08467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -10846717.000000 Penalty: 5665.504395
	Iteration 32Q: 3 clusters Score -1.084672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -10846717.000000 Penalty: 5665.504395
	Iteration 33Q: 3 clusters Score -1.084672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -10846727.000000 Penalty: 5665.504395
	Iteration 34Q: 3 clusters Score -1.084673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -10846738.000000 Penalty: 5665.504395
	Iteration 35Q: 3 clusters Score -1.084674e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -10846749.000000 Penalty: 5665.504395
	Iteration 36Q: 3 clusters Score -1.084675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -10846778.000000 Penalty: 5665.504395
	Iteration 37Q: 3 clusters Score -1.084678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -10846772.000000 Penalty: 5665.504395
	Iteration 38Q: 3 clusters Score -1.084677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -10846775.000000 Penalty: 5665.504395
	Iteration 39Q: 3 clusters Score -1.084678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -10846775.000000 Penalty: 5665.504395
	Iteration 40F: 3 clusters Score -1.084678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -10846785.000000 Penalty: 5665.504395
	Iteration 41Q: 3 clusters Score -1.084678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -10846779.000000 Penalty: 5665.504395
	Iteration 42Q: 3 clusters Score -1.084678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -10846787.000000 Penalty: 5665.504395
	Iteration 43Q: 3 clusters Score -1.084679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -10846785.000000 Penalty: 5665.504395
	Iteration 44Q: 3 clusters Score -1.084678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -10846787.000000 Penalty: 5665.504395
	Iteration 45Q: 3 clusters Score -1.084679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -10846792.000000 Penalty: 5665.504395
	Iteration 46Q: 3 clusters Score -1.084679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -10846801.000000 Penalty: 5665.504395
	Iteration 47Q: 3 clusters Score -1.08468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -10846801.000000 Penalty: 5665.504395
	Iteration 48Q: 3 clusters Score -1.08468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -10846808.000000 Penalty: 5665.504395
	Iteration 49Q: 3 clusters Score -1.084681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -10846818.000000 Penalty: 5665.504395
	Iteration 50Q: 3 clusters Score -1.084682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -10846822.000000 Penalty: 5665.504395
	Iteration 51Q: 3 clusters Score -1.084682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -10846824.000000 Penalty: 5665.504395
	Iteration 52Q: 3 clusters Score -1.084682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10846821.000000 Penalty: 5665.504395
	Iteration 53Q: 3 clusters Score -1.084682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -10846818.000000 Penalty: 5665.504395
	Iteration 54Q: 3 clusters Score -1.084682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -10846818.000000 Penalty: 5665.504395
	Iteration 55Q: 3 clusters Score -1.084682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10846827.000000 Penalty: 5665.504395
	Iteration 56Q: 3 clusters Score -1.084683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -10846827.000000 Penalty: 5665.504395
	Iteration 57F: 3 clusters Score -1.084683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Entering Unmasked Estep 
Score: -6927708.000000 Penalty: 2722.530029
	Iteration 0F: 2 clusters Score -6927708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6888452.000000 Penalty: 5445.060059
	Iteration 0F: 3 clusters Score -6888452 nChanged 27062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6903333.000000 Penalty: 5445.060059
	Iteration 1F: 3 clusters Score -6903333 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -6903779.000000 Penalty: 5445.060059
	Iteration 2Q: 3 clusters Score -6903779 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -6904182.000000 Penalty: 5445.060059
	Iteration 3Q: 3 clusters Score -6904182 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -6904557.000000 Penalty: 5445.060059
	Iteration 4Q: 3 clusters Score -6904557 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -6905075.000000 Penalty: 5445.060059
	Iteration 5Q: 3 clusters Score -6905075 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6905775.000000 Penalty: 5445.060059
	Iteration 6Q: 3 clusters Score -6905775 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -6906786.000000 Penalty: 5445.060059
	Iteration 7Q: 3 clusters Score -6906786 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -6908167.500000 Penalty: 5445.060059
	Iteration 8F: 3 clusters Score -6908168 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -6909959.000000 Penalty: 5445.060059
	Iteration 9F: 3 clusters Score -6909959 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6911895.500000 Penalty: 5445.060059
	Iteration 10F: 3 clusters Score -6911896 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6913917.000000 Penalty: 5445.060059
	Iteration 11F: 3 clusters Score -6913917 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6915841.500000 Penalty: 5445.060059
	Iteration 12F: 3 clusters Score -6915842 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -6917534.500000 Penalty: 5445.060059
	Iteration 13Q: 3 clusters Score -6917534 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6919009.000000 Penalty: 5445.060059
	Iteration 14Q: 3 clusters Score -6919009 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -6920360.500000 Penalty: 5445.060059
	Iteration 15Q: 3 clusters Score -6920360 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6921527.500000 Penalty: 5445.060059
	Iteration 16Q: 3 clusters Score -6921528 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -6922483.500000 Penalty: 5445.060059
	Iteration 17Q: 3 clusters Score -6922484 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6923243.500000 Penalty: 5445.060059
	Iteration 18Q: 3 clusters Score -6923244 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6923784.000000 Penalty: 5445.060059
	Iteration 19Q: 3 clusters Score -6923784 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6924174.500000 Penalty: 5445.060059
	Iteration 20F: 3 clusters Score -6924174 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6924481.000000 Penalty: 5445.060059
	Iteration 21Q: 3 clusters Score -6924481 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6924704.000000 Penalty: 5445.060059
	Iteration 22Q: 3 clusters Score -6924704 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6924874.000000 Penalty: 5445.060059
	Iteration 23Q: 3 clusters Score -6924874 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -6924995.000000 Penalty: 5445.060059
	Iteration 24Q: 3 clusters Score -6924995 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6925086.500000 Penalty: 5445.060059
	Iteration 25Q: 3 clusters Score -6925086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6925179.000000 Penalty: 5445.060059
	Iteration 26Q: 3 clusters Score -6925179 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6925251.500000 Penalty: 5445.060059
	Iteration 27Q: 3 clusters Score -6925252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6925314.500000 Penalty: 5445.060059
	Iteration 28Q: 3 clusters Score -6925314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6925348.500000 Penalty: 5445.060059
	Iteration 29Q: 3 clusters Score -6925348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6925364.000000 Penalty: 5445.060059
	Iteration 30Q: 3 clusters Score -6925364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6925384.500000 Penalty: 5445.060059
	Iteration 31Q: 3 clusters Score -6925384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6925391.500000 Penalty: 5445.060059
	Iteration 32Q: 3 clusters Score -6925392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6925405.500000 Penalty: 5445.060059
	Iteration 33Q: 3 clusters Score -6925406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6925410.000000 Penalty: 5445.060059
	Iteration 34Q: 3 clusters Score -6925410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6925421.500000 Penalty: 5445.060059
	Iteration 35Q: 3 clusters Score -6925422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6925431.000000 Penalty: 5445.060059
	Iteration 36Q: 3 clusters Score -6925431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6925441.500000 Penalty: 5445.060059
	Iteration 37Q: 3 clusters Score -6925442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6925442.000000 Penalty: 5445.060059
	Iteration 38Q: 3 clusters Score -6925442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6925455.000000 Penalty: 5445.060059
	Iteration 39Q: 3 clusters Score -6925455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6925462.000000 Penalty: 5445.060059
	Iteration 40F: 3 clusters Score -6925462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6925463.500000 Penalty: 5445.060059
	Iteration 41Q: 3 clusters Score -6925464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6925465.500000 Penalty: 5445.060059
	Iteration 42Q: 3 clusters Score -6925466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6925455.000000 Penalty: 5445.060059
	Iteration 43Q: 3 clusters Score -6925455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6925464.500000 Penalty: 5445.060059
	Iteration 44Q: 3 clusters Score -6925464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6925467.000000 Penalty: 5445.060059
	Iteration 45Q: 3 clusters Score -6925467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6925468.000000 Penalty: 5445.060059
	Iteration 46Q: 3 clusters Score -6925468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6925473.000000 Penalty: 5445.060059
	Iteration 47Q: 3 clusters Score -6925473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6925480.500000 Penalty: 5445.060059
	Iteration 48Q: 3 clusters Score -6925480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6925486.000000 Penalty: 5445.060059
	Iteration 49Q: 3 clusters Score -6925486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6925484.000000 Penalty: 5445.060059
	Iteration 50Q: 3 clusters Score -6925484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6925492.000000 Penalty: 5445.060059
	Iteration 51Q: 3 clusters Score -6925492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6925491.000000 Penalty: 5445.060059
	Iteration 52Q: 3 clusters Score -6925491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6925490.000000 Penalty: 5445.060059
	Iteration 53Q: 3 clusters Score -6925490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6925491.000000 Penalty: 5445.060059
	Iteration 54Q: 3 clusters Score -6925491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6925494.000000 Penalty: 5445.060059
	Iteration 55Q: 3 clusters Score -6925494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6925495.000000 Penalty: 5445.060059
	Iteration 56Q: 3 clusters Score -6925495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6925495.500000 Penalty: 5445.060059
	Iteration 57Q: 3 clusters Score -6925496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6925495.000000 Penalty: 5445.060059
	Iteration 58Q: 3 clusters Score -6925495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6925499.500000 Penalty: 5445.060059
	Iteration 59Q: 3 clusters Score -6925500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6925498.000000 Penalty: 5445.060059
	Iteration 60F: 3 clusters Score -6925498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6925497.500000 Penalty: 5445.060059
	Iteration 61Q: 3 clusters Score -6925498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6925504.000000 Penalty: 5445.060059
	Iteration 62Q: 3 clusters Score -6925504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6925504.500000 Penalty: 5445.060059
	Iteration 63Q: 3 clusters Score -6925504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6925509.000000 Penalty: 5445.060059
	Iteration 64Q: 3 clusters Score -6925509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6925517.500000 Penalty: 5445.060059
	Iteration 65Q: 3 clusters Score -6925518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6925521.500000 Penalty: 5445.060059
	Iteration 66Q: 3 clusters Score -6925522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6925537.500000 Penalty: 5445.060059
	Iteration 67Q: 3 clusters Score -6925538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6925532.500000 Penalty: 5445.060059
	Iteration 68Q: 3 clusters Score -6925532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6925524.500000 Penalty: 5445.060059
	Iteration 69Q: 3 clusters Score -6925524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6925527.000000 Penalty: 5445.060059
	Iteration 70Q: 3 clusters Score -6925527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6925530.000000 Penalty: 5445.060059
	Iteration 71Q: 3 clusters Score -6925530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6925531.000000 Penalty: 5445.060059
	Iteration 72Q: 3 clusters Score -6925531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6925529.000000 Penalty: 5445.060059
	Iteration 73Q: 3 clusters Score -6925529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6925523.500000 Penalty: 5445.060059
	Iteration 74Q: 3 clusters Score -6925524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6925526.000000 Penalty: 5445.060059
	Iteration 75Q: 3 clusters Score -6925526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6925524.000000 Penalty: 5445.060059
	Iteration 76Q: 3 clusters Score -6925524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6925523.500000 Penalty: 5445.060059
	Iteration 77Q: 3 clusters Score -6925524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6925524.000000 Penalty: 5445.060059
	Iteration 78Q: 3 clusters Score -6925524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6925524.000000 Penalty: 5445.060059
	Iteration 79F: 3 clusters Score -6925524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Entering Unmasked Estep 
Score: -6292871.000000 Penalty: 2697.348389
	Iteration 0F: 2 clusters Score -6292871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -6257034.500000 Penalty: 5394.696777
	Iteration 0F: 3 clusters Score -6257034 nChanged 24714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -6270661.500000 Penalty: 5394.696777
	Iteration 1F: 3 clusters Score -6270662 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6271453.500000 Penalty: 5394.696777
	Iteration 2Q: 3 clusters Score -6271454 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6272425.500000 Penalty: 5394.696777
	Iteration 3Q: 3 clusters Score -6272426 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -6273973.000000 Penalty: 5394.696777
	Iteration 4F: 3 clusters Score -6273973 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6276501.000000 Penalty: 5394.696777
	Iteration 5F: 3 clusters Score -6276501 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -6280300.000000 Penalty: 5394.696777
	Iteration 6F: 3 clusters Score -6280300 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6284571.000000 Penalty: 5394.696777
	Iteration 7F: 3 clusters Score -6284571 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -6287814.000000 Penalty: 5394.696777
	Iteration 8F: 3 clusters Score -6287814 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -6289589.000000 Penalty: 5394.696777
	Iteration 9Q: 3 clusters Score -6289589 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6290496.500000 Penalty: 5394.696777
	Iteration 10Q: 3 clusters Score -6290496 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6290945.000000 Penalty: 5394.696777
	Iteration 11Q: 3 clusters Score -6290945 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -6291133.000000 Penalty: 5394.696777
	Iteration 12Q: 3 clusters Score -6291133 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6291262.000000 Penalty: 5394.696777
	Iteration 13Q: 3 clusters Score -6291262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -6291335.000000 Penalty: 5394.696777
	Iteration 14Q: 3 clusters Score -6291335 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6291370.000000 Penalty: 5394.696777
	Iteration 15Q: 3 clusters Score -6291370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6291413.500000 Penalty: 5394.696777
	Iteration 16Q: 3 clusters Score -6291414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6291435.000000 Penalty: 5394.696777
	Iteration 17Q: 3 clusters Score -6291435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -6291463.000000 Penalty: 5394.696777
	Iteration 18Q: 3 clusters Score -6291463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6291476.000000 Penalty: 5394.696777
	Iteration 19Q: 3 clusters Score -6291476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -6291511.500000 Penalty: 5394.696777
	Iteration 20F: 3 clusters Score -6291512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6291506.500000 Penalty: 5394.696777
	Iteration 21Q: 3 clusters Score -6291506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6291505.500000 Penalty: 5394.696777
	Iteration 22Q: 3 clusters Score -6291506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6291498.500000 Penalty: 5394.696777
	Iteration 23Q: 3 clusters Score -6291498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6291493.500000 Penalty: 5394.696777
	Iteration 24Q: 3 clusters Score -6291494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -6291494.000000 Penalty: 5394.696777
	Iteration 25Q: 3 clusters Score -6291494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6291488.500000 Penalty: 5394.696777
	Iteration 26Q: 3 clusters Score -6291488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6291492.000000 Penalty: 5394.696777
	Iteration 27Q: 3 clusters Score -6291492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6291508.500000 Penalty: 5394.696777
	Iteration 28Q: 3 clusters Score -6291508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6291513.500000 Penalty: 5394.696777
	Iteration 29Q: 3 clusters Score -6291514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -6291519.000000 Penalty: 5394.696777
	Iteration 30Q: 3 clusters Score -6291519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6291520.000000 Penalty: 5394.696777
	Iteration 31Q: 3 clusters Score -6291520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -6291508.500000 Penalty: 5394.696777
	Iteration 32Q: 3 clusters Score -6291508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6291525.500000 Penalty: 5394.696777
	Iteration 33Q: 3 clusters Score -6291526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -6291548.000000 Penalty: 5394.696777
	Iteration 34Q: 3 clusters Score -6291548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6291573.000000 Penalty: 5394.696777
	Iteration 35Q: 3 clusters Score -6291573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6291599.000000 Penalty: 5394.696777
	Iteration 36Q: 3 clusters Score -6291599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6291642.000000 Penalty: 5394.696777
	Iteration 37Q: 3 clusters Score -6291642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -6291673.500000 Penalty: 5394.696777
	Iteration 38Q: 3 clusters Score -6291674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -6291702.500000 Penalty: 5394.696777
	Iteration 39Q: 3 clusters Score -6291702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6291726.500000 Penalty: 5394.696777
	Iteration 40F: 3 clusters Score -6291726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6291750.500000 Penalty: 5394.696777
	Iteration 41Q: 3 clusters Score -6291750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6291802.000000 Penalty: 5394.696777
	Iteration 42Q: 3 clusters Score -6291802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -6291839.000000 Penalty: 5394.696777
	Iteration 43Q: 3 clusters Score -6291839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -6291904.500000 Penalty: 5394.696777
	Iteration 44Q: 3 clusters Score -6291904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6291963.000000 Penalty: 5394.696777
	Iteration 45Q: 3 clusters Score -6291963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6292008.500000 Penalty: 5394.696777
	Iteration 46Q: 3 clusters Score -6292008 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6292028.500000 Penalty: 5394.696777
	Iteration 47Q: 3 clusters Score -6292028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -6292066.000000 Penalty: 5394.696777
	Iteration 48Q: 3 clusters Score -6292066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6292092.000000 Penalty: 5394.696777
	Iteration 49Q: 3 clusters Score -6292092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6292130.000000 Penalty: 5394.696777
	Iteration 50Q: 3 clusters Score -6292130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6292131.000000 Penalty: 5394.696777
	Iteration 51Q: 3 clusters Score -6292131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6292144.000000 Penalty: 5394.696777
	Iteration 52Q: 3 clusters Score -6292144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6292156.500000 Penalty: 5394.696777
	Iteration 53Q: 3 clusters Score -6292156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6292161.000000 Penalty: 5394.696777
	Iteration 54Q: 3 clusters Score -6292161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6292166.000000 Penalty: 5394.696777
	Iteration 55Q: 3 clusters Score -6292166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -6292164.000000 Penalty: 5394.696777
	Iteration 56Q: 3 clusters Score -6292164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6292167.000000 Penalty: 5394.696777
	Iteration 57Q: 3 clusters Score -6292167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6292164.000000 Penalty: 5394.696777
	Iteration 58Q: 3 clusters Score -6292164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6292176.000000 Penalty: 5394.696777
	Iteration 59Q: 3 clusters Score -6292176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6292172.000000 Penalty: 5394.696777
	Iteration 60F: 3 clusters Score -6292172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6292183.000000 Penalty: 5394.696777
	Iteration 61Q: 3 clusters Score -6292183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6292182.500000 Penalty: 5394.696777
	Iteration 62Q: 3 clusters Score -6292182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6292179.000000 Penalty: 5394.696777
	Iteration 63Q: 3 clusters Score -6292179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6292184.500000 Penalty: 5394.696777
	Iteration 64Q: 3 clusters Score -6292184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6292187.500000 Penalty: 5394.696777
	Iteration 65Q: 3 clusters Score -6292188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6292183.000000 Penalty: 5394.696777
	Iteration 66Q: 3 clusters Score -6292183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -6292178.500000 Penalty: 5394.696777
	Iteration 67Q: 3 clusters Score -6292178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6292183.500000 Penalty: 5394.696777
	Iteration 68Q: 3 clusters Score -6292184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -6292175.000000 Penalty: 5394.696777
	Iteration 69Q: 3 clusters Score -6292175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6292181.000000 Penalty: 5394.696777
	Iteration 70Q: 3 clusters Score -6292181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -6292176.500000 Penalty: 5394.696777
	Iteration 71Q: 3 clusters Score -6292176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -6292176.500000 Penalty: 5394.696777
	Iteration 72F: 3 clusters Score -6292176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (183820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183820 members 
Entering Unmasked Estep 
Score: -21710982.000000 Penalty: 3006.184814
	Iteration 0F: 2 clusters Score -2.171098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -21595332.000000 Penalty: 6012.369629
	Iteration 0F: 3 clusters Score -2.159533e+07 nChanged 88087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -21646614.000000 Penalty: 6012.369629
	Iteration 1F: 3 clusters Score -2.164661e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -21647772.000000 Penalty: 6012.369629
	Iteration 2Q: 3 clusters Score -2.164777e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -21649068.000000 Penalty: 6012.369629
	Iteration 3Q: 3 clusters Score -2.164907e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -21651030.000000 Penalty: 6012.369629
	Iteration 4Q: 3 clusters Score -2.165103e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -21654192.000000 Penalty: 6012.369629
	Iteration 5Q: 3 clusters Score -2.165419e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -21658576.000000 Penalty: 6012.369629
	Iteration 6Q: 3 clusters Score -2.165858e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -21664374.000000 Penalty: 6012.369629
	Iteration 7F: 3 clusters Score -2.166437e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -21671552.000000 Penalty: 6012.369629
	Iteration 8F: 3 clusters Score -2.167155e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -21679950.000000 Penalty: 6012.369629
	Iteration 9F: 3 clusters Score -2.167995e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -21687300.000000 Penalty: 6012.369629
	Iteration 10F: 3 clusters Score -2.16873e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -21691400.000000 Penalty: 6012.369629
	Iteration 11Q: 3 clusters Score -2.16914e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -21692642.000000 Penalty: 6012.369629
	Iteration 12Q: 3 clusters Score -2.169264e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -21693382.000000 Penalty: 6012.369629
	Iteration 13Q: 3 clusters Score -2.169338e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -21693984.000000 Penalty: 6012.369629
	Iteration 14Q: 3 clusters Score -2.169398e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -21694470.000000 Penalty: 6012.369629
	Iteration 15Q: 3 clusters Score -2.169447e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -21695016.000000 Penalty: 6012.369629
	Iteration 16Q: 3 clusters Score -2.169502e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -21695630.000000 Penalty: 6012.369629
	Iteration 17Q: 3 clusters Score -2.169563e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -21696210.000000 Penalty: 6012.369629
	Iteration 18Q: 3 clusters Score -2.169621e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -21696702.000000 Penalty: 6012.369629
	Iteration 19Q: 3 clusters Score -2.16967e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -21697234.000000 Penalty: 6012.369629
	Iteration 20F: 3 clusters Score -2.169723e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -21697594.000000 Penalty: 6012.369629
	Iteration 21Q: 3 clusters Score -2.169759e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -21698124.000000 Penalty: 6012.369629
	Iteration 22Q: 3 clusters Score -2.169812e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 114539 members 
Entering Unmasked Estep 
Score: -21698538.000000 Penalty: 6012.369629
	Iteration 23Q: 3 clusters Score -2.169854e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 116670 members 
Entering Unmasked Estep 
Score: -21699018.000000 Penalty: 6012.369629
	Iteration 24Q: 3 clusters Score -2.169902e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 118798 members 
Entering Unmasked Estep 
Score: -21699602.000000 Penalty: 6012.369629
	Iteration 25Q: 3 clusters Score -2.16996e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -21700170.000000 Penalty: 6012.369629
	Iteration 26Q: 3 clusters Score -2.170017e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -21700642.000000 Penalty: 6012.369629
	Iteration 27Q: 3 clusters Score -2.170064e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -21701116.000000 Penalty: 6012.369629
	Iteration 28Q: 3 clusters Score -2.170112e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
Score: -21701540.000000 Penalty: 6012.369629
	Iteration 29Q: 3 clusters Score -2.170154e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -21701852.000000 Penalty: 6012.369629
	Iteration 30Q: 3 clusters Score -2.170185e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 131623 members 
Entering Unmasked Estep 
Score: -21702306.000000 Penalty: 6012.369629
	Iteration 31Q: 3 clusters Score -2.170231e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 133826 members 
Entering Unmasked Estep 
Score: -21702720.000000 Penalty: 6012.369629
	Iteration 32Q: 3 clusters Score -2.170272e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -21703386.000000 Penalty: 6012.369629
	Iteration 33Q: 3 clusters Score -2.170339e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -21703894.000000 Penalty: 6012.369629
	Iteration 34Q: 3 clusters Score -2.170389e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -21704358.000000 Penalty: 6012.369629
	Iteration 35Q: 3 clusters Score -2.170436e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -21704916.000000 Penalty: 6012.369629
	Iteration 36Q: 3 clusters Score -2.170492e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -21705436.000000 Penalty: 6012.369629
	Iteration 37Q: 3 clusters Score -2.170544e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -21706072.000000 Penalty: 6012.369629
	Iteration 38Q: 3 clusters Score -2.170607e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -21706700.000000 Penalty: 6012.369629
	Iteration 39Q: 3 clusters Score -2.17067e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -21707218.000000 Penalty: 6012.369629
	Iteration 40F: 3 clusters Score -2.170722e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -21707626.000000 Penalty: 6012.369629
	Iteration 41Q: 3 clusters Score -2.170763e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -21707960.000000 Penalty: 6012.369629
	Iteration 42Q: 3 clusters Score -2.170796e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -21708200.000000 Penalty: 6012.369629
	Iteration 43Q: 3 clusters Score -2.17082e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -21708458.000000 Penalty: 6012.369629
	Iteration 44Q: 3 clusters Score -2.170846e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 161700 members 
Entering Unmasked Estep 
Score: -21708788.000000 Penalty: 6012.369629
	Iteration 45Q: 3 clusters Score -2.170879e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -21709040.000000 Penalty: 6012.369629
	Iteration 46Q: 3 clusters Score -2.170904e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -21709220.000000 Penalty: 6012.369629
	Iteration 47Q: 3 clusters Score -2.170922e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -21709462.000000 Penalty: 6012.369629
	Iteration 48Q: 3 clusters Score -2.170946e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -21709438.000000 Penalty: 6012.369629
	Iteration 49Q: 3 clusters Score -2.170944e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -21709450.000000 Penalty: 6012.369629
	Iteration 50Q: 3 clusters Score -2.170945e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 170776 members 
Entering Unmasked Estep 
Score: -21709424.000000 Penalty: 6012.369629
	Iteration 51Q: 3 clusters Score -2.170942e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21709444.000000 Penalty: 6012.369629
	Iteration 52Q: 3 clusters Score -2.170944e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -21709448.000000 Penalty: 6012.369629
	Iteration 53Q: 3 clusters Score -2.170945e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -21709408.000000 Penalty: 6012.369629
	Iteration 54Q: 3 clusters Score -2.170941e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 174679 members 
Entering Unmasked Estep 
Score: -21709392.000000 Penalty: 6012.369629
	Iteration 55Q: 3 clusters Score -2.170939e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -21709542.000000 Penalty: 6012.369629
	Iteration 56Q: 3 clusters Score -2.170954e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -21709564.000000 Penalty: 6012.369629
	Iteration 57Q: 3 clusters Score -2.170956e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -21709550.000000 Penalty: 6012.369629
	Iteration 58Q: 3 clusters Score -2.170955e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -21709598.000000 Penalty: 6012.369629
	Iteration 59Q: 3 clusters Score -2.17096e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 177619 members 
Entering Unmasked Estep 
Score: -21709576.000000 Penalty: 6012.369629
	Iteration 60F: 3 clusters Score -2.170958e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -21709546.000000 Penalty: 6012.369629
	Iteration 61Q: 3 clusters Score -2.170955e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 178400 members 
Entering Unmasked Estep 
Score: -21709610.000000 Penalty: 6012.369629
	Iteration 62Q: 3 clusters Score -2.170961e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -21709616.000000 Penalty: 6012.369629
	Iteration 63Q: 3 clusters Score -2.170962e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -21709608.000000 Penalty: 6012.369629
	Iteration 64Q: 3 clusters Score -2.170961e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 179229 members 
Entering Unmasked Estep 
Score: -21709588.000000 Penalty: 6012.369629
	Iteration 65Q: 3 clusters Score -2.170959e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -21709612.000000 Penalty: 6012.369629
	Iteration 66Q: 3 clusters Score -2.170961e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 179645 members 
Entering Unmasked Estep 
Score: -21709564.000000 Penalty: 6012.369629
	Iteration 67Q: 3 clusters Score -2.170956e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 179824 members 
Entering Unmasked Estep 
Score: -21709576.000000 Penalty: 6012.369629
	Iteration 68Q: 3 clusters Score -2.170958e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 179984 members 
Entering Unmasked Estep 
Score: -21709600.000000 Penalty: 6012.369629
	Iteration 69Q: 3 clusters Score -2.17096e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 180131 members 
Entering Unmasked Estep 
Score: -21709600.000000 Penalty: 6012.369629
	Iteration 70Q: 3 clusters Score -2.17096e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -21709568.000000 Penalty: 6012.369629
	Iteration 71Q: 3 clusters Score -2.170957e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -21709548.000000 Penalty: 6012.369629
	Iteration 72Q: 3 clusters Score -2.170955e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 180519 members 
Entering Unmasked Estep 
Score: -21709516.000000 Penalty: 6012.369629
	Iteration 73Q: 3 clusters Score -2.170952e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 180604 members 
Entering Unmasked Estep 
Score: -21709512.000000 Penalty: 6012.369629
	Iteration 74Q: 3 clusters Score -2.170951e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 180678 members 
Entering Unmasked Estep 
Score: -21709526.000000 Penalty: 6012.369629
	Iteration 75Q: 3 clusters Score -2.170953e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 180743 members 
Entering Unmasked Estep 
Score: -21709496.000000 Penalty: 6012.369629
	Iteration 76Q: 3 clusters Score -2.17095e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 180807 members 
Entering Unmasked Estep 
Score: -21709518.000000 Penalty: 6012.369629
	Iteration 77Q: 3 clusters Score -2.170952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 180872 members 
Entering Unmasked Estep 
Score: -21709530.000000 Penalty: 6012.369629
	Iteration 78Q: 3 clusters Score -2.170953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -21709518.000000 Penalty: 6012.369629
	Iteration 79Q: 3 clusters Score -2.170952e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -21709510.000000 Penalty: 6012.369629
	Iteration 80F: 3 clusters Score -2.170951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -21709514.000000 Penalty: 6012.369629
	Iteration 81Q: 3 clusters Score -2.170951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 181030 members 
Entering Unmasked Estep 
Score: -21709526.000000 Penalty: 6012.369629
	Iteration 82Q: 3 clusters Score -2.170953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 181053 members 
Entering Unmasked Estep 
Score: -21709540.000000 Penalty: 6012.369629
	Iteration 83Q: 3 clusters Score -2.170954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -21709538.000000 Penalty: 6012.369629
	Iteration 84Q: 3 clusters Score -2.170954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 181082 members 
Entering Unmasked Estep 
Score: -21709518.000000 Penalty: 6012.369629
	Iteration 85Q: 3 clusters Score -2.170952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -21709516.000000 Penalty: 6012.369629
	Iteration 86Q: 3 clusters Score -2.170952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 181119 members 
Entering Unmasked Estep 
Score: -21709512.000000 Penalty: 6012.369629
	Iteration 87Q: 3 clusters Score -2.170951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 181138 members 
Entering Unmasked Estep 
Score: -21709490.000000 Penalty: 6012.369629
	Iteration 88Q: 3 clusters Score -2.170949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -21709490.000000 Penalty: 6012.369629
	Iteration 89Q: 3 clusters Score -2.170949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -21709470.000000 Penalty: 6012.369629
	Iteration 90Q: 3 clusters Score -2.170947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 181193 members 
Entering Unmasked Estep 
Score: -21709486.000000 Penalty: 6012.369629
	Iteration 91Q: 3 clusters Score -2.170949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 181213 members 
Entering Unmasked Estep 
Score: -21709480.000000 Penalty: 6012.369629
	Iteration 92Q: 3 clusters Score -2.170948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 181231 members 
Entering Unmasked Estep 
Score: -21709498.000000 Penalty: 6012.369629
	Iteration 93Q: 3 clusters Score -2.17095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 181255 members 
Entering Unmasked Estep 
Score: -21709506.000000 Penalty: 6012.369629
	Iteration 94Q: 3 clusters Score -2.170951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 181270 members 
Entering Unmasked Estep 
Score: -21709528.000000 Penalty: 6012.369629
	Iteration 95Q: 3 clusters Score -2.170953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 181285 members 
Entering Unmasked Estep 
Score: -21709506.000000 Penalty: 6012.369629
	Iteration 96Q: 3 clusters Score -2.170951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -21709486.000000 Penalty: 6012.369629
	Iteration 97Q: 3 clusters Score -2.170949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 181309 members 
Entering Unmasked Estep 
Score: -21709484.000000 Penalty: 6012.369629
	Iteration 98Q: 3 clusters Score -2.170948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -21709470.000000 Penalty: 6012.369629
	Iteration 99Q: 3 clusters Score -2.170947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 181330 members 
Entering Unmasked Estep 
Score: -21709508.000000 Penalty: 6012.369629
	Iteration 100F: 3 clusters Score -2.170951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 181336 members 
Entering Unmasked Estep 
Score: -21709514.000000 Penalty: 6012.369629
	Iteration 101Q: 3 clusters Score -2.170951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 181337 members 
Entering Unmasked Estep 
Score: -21709512.000000 Penalty: 6012.369629
	Iteration 102Q: 3 clusters Score -2.170951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 181342 members 
Entering Unmasked Estep 
Score: -21709506.000000 Penalty: 6012.369629
	Iteration 103Q: 3 clusters Score -2.170951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -21709522.000000 Penalty: 6012.369629
	Iteration 104Q: 3 clusters Score -2.170952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -21709502.000000 Penalty: 6012.369629
	Iteration 105Q: 3 clusters Score -2.17095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 181367 members 
Entering Unmasked Estep 
Score: -21709498.000000 Penalty: 6012.369629
	Iteration 106Q: 3 clusters Score -2.17095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 181377 members 
Entering Unmasked Estep 
Score: -21709492.000000 Penalty: 6012.369629
	Iteration 107Q: 3 clusters Score -2.170949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 181386 members 
Entering Unmasked Estep 
Score: -21709512.000000 Penalty: 6012.369629
	Iteration 108Q: 3 clusters Score -2.170951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -21709494.000000 Penalty: 6012.369629
	Iteration 109Q: 3 clusters Score -2.170949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 181402 members 
Entering Unmasked Estep 
Score: -21709498.000000 Penalty: 6012.369629
	Iteration 110Q: 3 clusters Score -2.17095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 181411 members 
Entering Unmasked Estep 
Score: -21709512.000000 Penalty: 6012.369629
	Iteration 111Q: 3 clusters Score -2.170951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 181417 members 
Entering Unmasked Estep 
Score: -21709496.000000 Penalty: 6012.369629
	Iteration 112Q: 3 clusters Score -2.17095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 181421 members 
Entering Unmasked Estep 
Score: -21709494.000000 Penalty: 6012.369629
	Iteration 113Q: 3 clusters Score -2.170949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 181426 members 
Entering Unmasked Estep 
Score: -21709484.000000 Penalty: 6012.369629
	Iteration 114Q: 3 clusters Score -2.170948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 181428 members 
Entering Unmasked Estep 
Score: -21709492.000000 Penalty: 6012.369629
	Iteration 115Q: 3 clusters Score -2.170949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 181432 members 
Entering Unmasked Estep 
Score: -21709488.000000 Penalty: 6012.369629
	Iteration 116Q: 3 clusters Score -2.170949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 181441 members 
Entering Unmasked Estep 
Score: -21709484.000000 Penalty: 6012.369629
	Iteration 117Q: 3 clusters Score -2.170948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -21709472.000000 Penalty: 6012.369629
	Iteration 118Q: 3 clusters Score -2.170947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -21709466.000000 Penalty: 6012.369629
	Iteration 119Q: 3 clusters Score -2.170947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -21709476.000000 Penalty: 6012.369629
	Iteration 120F: 3 clusters Score -2.170948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -21709478.000000 Penalty: 6012.369629
	Iteration 121Q: 3 clusters Score -2.170948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 181460 members 
Entering Unmasked Estep 
Score: -21709478.000000 Penalty: 6012.369629
	Iteration 122Q: 3 clusters Score -2.170948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 181462 members 
Entering Unmasked Estep 
Score: -21709468.000000 Penalty: 6012.369629
	Iteration 123Q: 3 clusters Score -2.170947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 181463 members 
Entering Unmasked Estep 
Score: -21709466.000000 Penalty: 6012.369629
	Iteration 124Q: 3 clusters Score -2.170947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 181467 members 
Entering Unmasked Estep 
Score: -21709478.000000 Penalty: 6012.369629
	Iteration 125Q: 3 clusters Score -2.170948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 181472 members 
Entering Unmasked Estep 
Score: -21709488.000000 Penalty: 6012.369629
	Iteration 126Q: 3 clusters Score -2.170949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 181473 members 
Entering Unmasked Estep 
Score: -21709486.000000 Penalty: 6012.369629
	Iteration 127Q: 3 clusters Score -2.170949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 181474 members 
Entering Unmasked Estep 
Score: -21709510.000000 Penalty: 6012.369629
	Iteration 128Q: 3 clusters Score -2.170951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 181474 members 
Entering Unmasked Estep 
Score: -21709510.000000 Penalty: 6012.369629
	Iteration 129F: 3 clusters Score -2.170951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -104438.726562 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -104438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102554.226562 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -102554.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102880.945312 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -102880.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102990.687500 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -102990.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103058.171875 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -103058.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103097.578125 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -103097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103117.570312 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -103117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103126.203125 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -103126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103132.578125 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -103132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103135.226562 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -103135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103140.335938 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -103140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103141.898438 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -103141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103143.242188 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -103143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103145.656250 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -103145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103146.023438 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -103146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103146.023438 Penalty: 3422.762451
	Iteration 14F: 3 clusters Score -103146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (238441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238441 members 
Entering Unmasked Estep 
Score: -27989056.000000 Penalty: 3070.705566
	Iteration 0F: 2 clusters Score -2.798906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119597 members 
Mstep: Class 2 contains 118844 members 
Entering Unmasked Estep 
Score: -27840164.000000 Penalty: 6141.411133
	Iteration 0F: 3 clusters Score -2.784016e+07 nChanged 115034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -27908612.000000 Penalty: 6141.411133
	Iteration 1F: 3 clusters Score -2.790861e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -27910964.000000 Penalty: 6141.411133
	Iteration 2Q: 3 clusters Score -2.791096e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -27914882.000000 Penalty: 6141.411133
	Iteration 3Q: 3 clusters Score -2.791488e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -27921848.000000 Penalty: 6141.411133
	Iteration 4F: 3 clusters Score -2.792185e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -27932276.000000 Penalty: 6141.411133
	Iteration 5F: 3 clusters Score -2.793228e+07 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -27945172.000000 Penalty: 6141.411133
	Iteration 6F: 3 clusters Score -2.794517e+07 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202036 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -27958012.000000 Penalty: 6141.411133
	Iteration 7F: 3 clusters Score -2.795801e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -27968592.000000 Penalty: 6141.411133
	Iteration 8F: 3 clusters Score -2.796859e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224587 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -27975576.000000 Penalty: 6141.411133
	Iteration 9Q: 3 clusters Score -2.797558e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230150 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -27980008.000000 Penalty: 6141.411133
	Iteration 10Q: 3 clusters Score -2.798001e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233447 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -27982704.000000 Penalty: 6141.411133
	Iteration 11Q: 3 clusters Score -2.79827e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235316 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -27984194.000000 Penalty: 6141.411133
	Iteration 12Q: 3 clusters Score -2.798419e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236409 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -27985044.000000 Penalty: 6141.411133
	Iteration 13Q: 3 clusters Score -2.798504e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -27985510.000000 Penalty: 6141.411133
	Iteration 14Q: 3 clusters Score -2.798551e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237354 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -27985792.000000 Penalty: 6141.411133
	Iteration 15Q: 3 clusters Score -2.798579e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237576 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -27985960.000000 Penalty: 6141.411133
	Iteration 16Q: 3 clusters Score -2.798596e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237696 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -27986070.000000 Penalty: 6141.411133
	Iteration 17Q: 3 clusters Score -2.798607e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237791 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -27986174.000000 Penalty: 6141.411133
	Iteration 18Q: 3 clusters Score -2.798617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237846 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -27986256.000000 Penalty: 6141.411133
	Iteration 19Q: 3 clusters Score -2.798626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237889 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -27986296.000000 Penalty: 6141.411133
	Iteration 20F: 3 clusters Score -2.79863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237923 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -27986308.000000 Penalty: 6141.411133
	Iteration 21Q: 3 clusters Score -2.798631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -27986356.000000 Penalty: 6141.411133
	Iteration 22Q: 3 clusters Score -2.798636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237977 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27986362.000000 Penalty: 6141.411133
	Iteration 23Q: 3 clusters Score -2.798636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237988 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -27986364.000000 Penalty: 6141.411133
	Iteration 24Q: 3 clusters Score -2.798636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237994 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -27986370.000000 Penalty: 6141.411133
	Iteration 25Q: 3 clusters Score -2.798637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238001 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -27986380.000000 Penalty: 6141.411133
	Iteration 26Q: 3 clusters Score -2.798638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238003 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -27986388.000000 Penalty: 6141.411133
	Iteration 27Q: 3 clusters Score -2.798639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238006 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27986394.000000 Penalty: 6141.411133
	Iteration 28Q: 3 clusters Score -2.798639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238008 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27986424.000000 Penalty: 6141.411133
	Iteration 29Q: 3 clusters Score -2.798642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238012 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -27986442.000000 Penalty: 6141.411133
	Iteration 30Q: 3 clusters Score -2.798644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27986450.000000 Penalty: 6141.411133
	Iteration 31Q: 3 clusters Score -2.798645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27986436.000000 Penalty: 6141.411133
	Iteration 32Q: 3 clusters Score -2.798644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238011 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27986436.000000 Penalty: 6141.411133
	Iteration 33F: 3 clusters Score -2.798644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 90108 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189596 members 
Mstep: Class 5 contains 19965 members 
Mstep: Class 6 contains 44231 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10821 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 14 contains 12678 members 
Mstep: Class 16 contains 91344 members 
Mstep: Class 18 contains 58568 members 
Mstep: Class 19 contains 52913 members 
Mstep: Class 20 contains 183820 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 238441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052576.000000 Penalty: 54895.289062
Iteration 159Q: 17 clusters Score -1.180526e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 89736 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189607 members 
Mstep: Class 5 contains 19990 members 
Mstep: Class 6 contains 44222 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10817 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 14 contains 12687 members 
Mstep: Class 16 contains 91393 members 
Mstep: Class 18 contains 58564 members 
Mstep: Class 19 contains 52930 members 
Mstep: Class 20 contains 183886 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 238654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052664.000000 Penalty: 54895.289062
Iteration 160F: 17 clusters Score -1.180527e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 89375 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189603 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 44214 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 14 contains 12697 members 
Mstep: Class 16 contains 91444 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 52943 members 
Mstep: Class 20 contains 183933 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 238875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052704.000000 Penalty: 54895.289062
Iteration 161Q: 17 clusters Score -1.180527e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 89031 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189597 members 
Mstep: Class 5 contains 20059 members 
Mstep: Class 6 contains 44212 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 14 contains 12711 members 
Mstep: Class 16 contains 91483 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 19 contains 52964 members 
Mstep: Class 20 contains 183978 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 239086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052688.000000 Penalty: 54895.289062
Iteration 162Q: 17 clusters Score -1.180527e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 88676 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189606 members 
Mstep: Class 5 contains 20086 members 
Mstep: Class 6 contains 44197 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10799 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 16 contains 91528 members 
Mstep: Class 18 contains 58573 members 
Mstep: Class 19 contains 52988 members 
Mstep: Class 20 contains 184011 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 239317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052560.000000 Penalty: 54895.289062
Iteration 163Q: 17 clusters Score -1.180526e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 88371 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189601 members 
Mstep: Class 5 contains 20109 members 
Mstep: Class 6 contains 44181 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10796 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 14 contains 12730 members 
Mstep: Class 16 contains 91561 members 
Mstep: Class 18 contains 58572 members 
Mstep: Class 19 contains 53002 members 
Mstep: Class 20 contains 184044 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 239532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052616.000000 Penalty: 54895.289062
Iteration 164Q: 17 clusters Score -1.180526e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 88053 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189607 members 
Mstep: Class 5 contains 20135 members 
Mstep: Class 6 contains 44169 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10794 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 16 contains 91601 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 19 contains 53025 members 
Mstep: Class 20 contains 184076 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 239743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052696.000000 Penalty: 54895.289062
Iteration 165Q: 17 clusters Score -1.180527e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 87733 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189610 members 
Mstep: Class 5 contains 20155 members 
Mstep: Class 6 contains 44153 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10791 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 14 contains 12740 members 
Mstep: Class 16 contains 91650 members 
Mstep: Class 18 contains 58562 members 
Mstep: Class 19 contains 53052 members 
Mstep: Class 20 contains 184115 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 239945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052624.000000 Penalty: 54895.289062
Iteration 166Q: 17 clusters Score -1.180526e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 87428 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189609 members 
Mstep: Class 5 contains 20178 members 
Mstep: Class 6 contains 44146 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10788 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 14 contains 12747 members 
Mstep: Class 16 contains 91702 members 
Mstep: Class 18 contains 58558 members 
Mstep: Class 19 contains 53073 members 
Mstep: Class 20 contains 184139 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 240143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052536.000000 Penalty: 54895.289062
Iteration 167Q: 17 clusters Score -1.180525e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 87096 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189611 members 
Mstep: Class 5 contains 20206 members 
Mstep: Class 6 contains 44132 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 16 contains 91755 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53091 members 
Mstep: Class 20 contains 184185 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 240332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052600.000000 Penalty: 54895.289062
Iteration 168Q: 17 clusters Score -1.180526e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 86762 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189627 members 
Mstep: Class 5 contains 20236 members 
Mstep: Class 6 contains 44116 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 16 contains 91804 members 
Mstep: Class 18 contains 58568 members 
Mstep: Class 19 contains 53101 members 
Mstep: Class 20 contains 184222 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 240536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052480.000000 Penalty: 54895.289062
Iteration 169Q: 17 clusters Score -1.180525e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 86411 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189653 members 
Mstep: Class 5 contains 20263 members 
Mstep: Class 6 contains 44109 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 14 contains 12762 members 
Mstep: Class 16 contains 91844 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53117 members 
Mstep: Class 20 contains 184271 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 240737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052344.000000 Penalty: 54895.289062
Iteration 170Q: 17 clusters Score -1.180523e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 86051 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 20295 members 
Mstep: Class 6 contains 44100 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 14 contains 12767 members 
Mstep: Class 16 contains 91898 members 
Mstep: Class 18 contains 58560 members 
Mstep: Class 19 contains 53128 members 
Mstep: Class 20 contains 184309 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 240954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052288.000000 Penalty: 54895.289062
Iteration 171Q: 17 clusters Score -1.180523e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 85681 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189687 members 
Mstep: Class 5 contains 20324 members 
Mstep: Class 6 contains 44095 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10784 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 14 contains 12770 members 
Mstep: Class 16 contains 91951 members 
Mstep: Class 18 contains 58561 members 
Mstep: Class 19 contains 53129 members 
Mstep: Class 20 contains 184382 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052456.000000 Penalty: 54895.289062
Iteration 172Q: 17 clusters Score -1.180525e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189706 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 44081 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10786 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 16 contains 92008 members 
Mstep: Class 18 contains 58569 members 
Mstep: Class 19 contains 53126 members 
Mstep: Class 20 contains 184445 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052632.000000 Penalty: 54895.289062
Iteration 173Q: 17 clusters Score -1.180526e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 84994 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189701 members 
Mstep: Class 5 contains 20378 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 16 contains 92068 members 
Mstep: Class 18 contains 58577 members 
Mstep: Class 19 contains 53143 members 
Mstep: Class 20 contains 184519 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052504.000000 Penalty: 54895.289062
Iteration 174Q: 17 clusters Score -1.180525e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 84696 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 20401 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 16 contains 92135 members 
Mstep: Class 18 contains 58581 members 
Mstep: Class 19 contains 53159 members 
Mstep: Class 20 contains 184590 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 175Q: 17 clusters Score -1.180525e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 84432 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189697 members 
Mstep: Class 5 contains 20427 members 
Mstep: Class 6 contains 44074 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 16 contains 92213 members 
Mstep: Class 18 contains 58574 members 
Mstep: Class 19 contains 53170 members 
Mstep: Class 20 contains 184642 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052456.000000 Penalty: 54895.289062
Iteration 176Q: 17 clusters Score -1.180525e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 84178 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189693 members 
Mstep: Class 5 contains 20450 members 
Mstep: Class 6 contains 44077 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 16 contains 92282 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 53175 members 
Mstep: Class 20 contains 184668 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 177Q: 17 clusters Score -1.180525e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 83946 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189709 members 
Mstep: Class 5 contains 20476 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10784 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 16 contains 92336 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53186 members 
Mstep: Class 20 contains 184687 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 241980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052424.000000 Penalty: 54895.289062
Iteration 178Q: 17 clusters Score -1.180524e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 83713 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189726 members 
Mstep: Class 5 contains 20495 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10785 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 16 contains 92406 members 
Mstep: Class 18 contains 58561 members 
Mstep: Class 19 contains 53187 members 
Mstep: Class 20 contains 184704 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 242086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 179Q: 17 clusters Score -1.180525e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 83497 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189744 members 
Mstep: Class 5 contains 20505 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10784 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 16 contains 92463 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 184729 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 242180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052264.000000 Penalty: 54895.289062
Iteration 180F: 17 clusters Score -1.180523e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 83289 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189750 members 
Mstep: Class 5 contains 20530 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 16 contains 92530 members 
Mstep: Class 18 contains 58572 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 184743 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 23 contains 242269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052376.000000 Penalty: 54895.289062
Iteration 181Q: 17 clusters Score -1.180524e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 83102 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189755 members 
Mstep: Class 5 contains 20539 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 16 contains 92594 members 
Mstep: Class 18 contains 58572 members 
Mstep: Class 19 contains 53199 members 
Mstep: Class 20 contains 184746 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 242372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052384.000000 Penalty: 54895.289062
Iteration 182Q: 17 clusters Score -1.180524e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82927 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189753 members 
Mstep: Class 5 contains 20559 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 16 contains 92644 members 
Mstep: Class 18 contains 58576 members 
Mstep: Class 19 contains 53201 members 
Mstep: Class 20 contains 184743 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052240.000000 Penalty: 54895.289062
Iteration 183Q: 17 clusters Score -1.180522e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82754 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189753 members 
Mstep: Class 5 contains 20589 members 
Mstep: Class 6 contains 44098 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 16 contains 92697 members 
Mstep: Class 18 contains 58576 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 184774 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 184Q: 17 clusters Score -1.180525e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82591 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189754 members 
Mstep: Class 5 contains 20608 members 
Mstep: Class 6 contains 44099 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 16 contains 92725 members 
Mstep: Class 18 contains 58577 members 
Mstep: Class 19 contains 53195 members 
Mstep: Class 20 contains 184816 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052464.000000 Penalty: 54895.289062
Iteration 185Q: 17 clusters Score -1.180525e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82433 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189750 members 
Mstep: Class 5 contains 20632 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 16 contains 92753 members 
Mstep: Class 18 contains 58574 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 184850 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052624.000000 Penalty: 54895.289062
Iteration 186Q: 17 clusters Score -1.180526e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82262 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189750 members 
Mstep: Class 5 contains 20650 members 
Mstep: Class 6 contains 44103 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 16 contains 92786 members 
Mstep: Class 18 contains 58573 members 
Mstep: Class 19 contains 53199 members 
Mstep: Class 20 contains 184885 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052672.000000 Penalty: 54895.289062
Iteration 187Q: 17 clusters Score -1.180527e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 82088 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189745 members 
Mstep: Class 5 contains 20672 members 
Mstep: Class 6 contains 44104 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 16 contains 92808 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 19 contains 53206 members 
Mstep: Class 20 contains 184932 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052712.000000 Penalty: 54895.289062
Iteration 188Q: 17 clusters Score -1.180527e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81929 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189750 members 
Mstep: Class 5 contains 20683 members 
Mstep: Class 6 contains 44105 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 16 contains 92835 members 
Mstep: Class 18 contains 58563 members 
Mstep: Class 19 contains 53212 members 
Mstep: Class 20 contains 184969 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052664.000000 Penalty: 54895.289062
Iteration 189Q: 17 clusters Score -1.180527e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81791 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189755 members 
Mstep: Class 5 contains 20690 members 
Mstep: Class 6 contains 44112 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 16 contains 92866 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53220 members 
Mstep: Class 20 contains 184981 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 242975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052624.000000 Penalty: 54895.289062
Iteration 190Q: 17 clusters Score -1.180526e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81659 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189750 members 
Mstep: Class 5 contains 20709 members 
Mstep: Class 6 contains 44113 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 16 contains 92896 members 
Mstep: Class 18 contains 58562 members 
Mstep: Class 19 contains 53223 members 
Mstep: Class 20 contains 184991 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 243053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052576.000000 Penalty: 54895.289062
Iteration 191Q: 17 clusters Score -1.180526e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81528 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189756 members 
Mstep: Class 5 contains 20724 members 
Mstep: Class 6 contains 44107 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10784 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 16 contains 92923 members 
Mstep: Class 18 contains 58562 members 
Mstep: Class 19 contains 53230 members 
Mstep: Class 20 contains 184998 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 243126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052472.000000 Penalty: 54895.289062
Iteration 192Q: 17 clusters Score -1.180525e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81403 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189749 members 
Mstep: Class 5 contains 20735 members 
Mstep: Class 6 contains 44110 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10784 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 92953 members 
Mstep: Class 18 contains 58561 members 
Mstep: Class 19 contains 53232 members 
Mstep: Class 20 contains 185022 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 243186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052496.000000 Penalty: 54895.289062
Iteration 193Q: 17 clusters Score -1.180525e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81271 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189744 members 
Mstep: Class 5 contains 20742 members 
Mstep: Class 6 contains 44103 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 92987 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53234 members 
Mstep: Class 20 contains 185054 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 243253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052576.000000 Penalty: 54895.289062
Iteration 194Q: 17 clusters Score -1.180526e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81149 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189737 members 
Mstep: Class 5 contains 20747 members 
Mstep: Class 6 contains 44096 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 16 contains 93017 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 19 contains 53240 members 
Mstep: Class 20 contains 185073 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 23 contains 243334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052736.000000 Penalty: 54895.289062
Iteration 195Q: 17 clusters Score -1.180527e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 81034 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189734 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 16 contains 93050 members 
Mstep: Class 18 contains 58565 members 
Mstep: Class 19 contains 53238 members 
Mstep: Class 20 contains 185084 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052784.000000 Penalty: 54895.289062
Iteration 196Q: 17 clusters Score -1.180528e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80908 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189722 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 16 contains 93095 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 53229 members 
Mstep: Class 20 contains 185108 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052632.000000 Penalty: 54895.289062
Iteration 197Q: 17 clusters Score -1.180526e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80802 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189702 members 
Mstep: Class 5 contains 20765 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 16 contains 93143 members 
Mstep: Class 18 contains 58563 members 
Mstep: Class 19 contains 53215 members 
Mstep: Class 20 contains 185129 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052560.000000 Penalty: 54895.289062
Iteration 198Q: 17 clusters Score -1.180526e+08 nChanged 250
Entering ConstructFrom: 
Score: -118052560.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Entering Unmasked Estep 
Score: -2261659.250000 Penalty: 2448.830322
	Iteration 0F: 2 clusters Score -2261659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2247938.500000 Penalty: 4897.660645
	Iteration 0F: 3 clusters Score -2247938 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2252432.750000 Penalty: 4897.660645
	Iteration 1F: 3 clusters Score -2252433 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2252845.750000 Penalty: 4897.660645
	Iteration 2F: 3 clusters Score -2252846 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2253213.250000 Penalty: 4897.660645
	Iteration 3Q: 3 clusters Score -2253213 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2253609.250000 Penalty: 4897.660645
	Iteration 4Q: 3 clusters Score -2253609 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2254076.000000 Penalty: 4897.660645
	Iteration 5Q: 3 clusters Score -2254076 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2254632.750000 Penalty: 4897.660645
	Iteration 6Q: 3 clusters Score -2254633 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2255222.500000 Penalty: 4897.660645
	Iteration 7Q: 3 clusters Score -2255222 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2255810.250000 Penalty: 4897.660645
	Iteration 8Q: 3 clusters Score -2255810 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2256349.250000 Penalty: 4897.660645
	Iteration 9Q: 3 clusters Score -2256349 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2256771.250000 Penalty: 4897.660645
	Iteration 10Q: 3 clusters Score -2256771 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2257070.000000 Penalty: 4897.660645
	Iteration 11Q: 3 clusters Score -2257070 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2257265.750000 Penalty: 4897.660645
	Iteration 12Q: 3 clusters Score -2257266 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2257401.500000 Penalty: 4897.660645
	Iteration 13Q: 3 clusters Score -2257402 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2257485.500000 Penalty: 4897.660645
	Iteration 14Q: 3 clusters Score -2257486 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2257536.750000 Penalty: 4897.660645
	Iteration 15Q: 3 clusters Score -2257537 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2257582.500000 Penalty: 4897.660645
	Iteration 16Q: 3 clusters Score -2257582 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2257617.500000 Penalty: 4897.660645
	Iteration 17Q: 3 clusters Score -2257618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2257643.000000 Penalty: 4897.660645
	Iteration 18Q: 3 clusters Score -2257643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2257660.750000 Penalty: 4897.660645
	Iteration 19Q: 3 clusters Score -2257661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2257672.000000 Penalty: 4897.660645
	Iteration 20F: 3 clusters Score -2257672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2257692.500000 Penalty: 4897.660645
	Iteration 21Q: 3 clusters Score -2257692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2257700.000000 Penalty: 4897.660645
	Iteration 22Q: 3 clusters Score -2257700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2257712.250000 Penalty: 4897.660645
	Iteration 23Q: 3 clusters Score -2257712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2257729.250000 Penalty: 4897.660645
	Iteration 24Q: 3 clusters Score -2257729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2257735.750000 Penalty: 4897.660645
	Iteration 25Q: 3 clusters Score -2257736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2257743.250000 Penalty: 4897.660645
	Iteration 26Q: 3 clusters Score -2257743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2257742.500000 Penalty: 4897.660645
	Iteration 27Q: 3 clusters Score -2257742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2257751.250000 Penalty: 4897.660645
	Iteration 28Q: 3 clusters Score -2257751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2257756.500000 Penalty: 4897.660645
	Iteration 29Q: 3 clusters Score -2257756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2257763.500000 Penalty: 4897.660645
	Iteration 30Q: 3 clusters Score -2257764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2257775.250000 Penalty: 4897.660645
	Iteration 31Q: 3 clusters Score -2257775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2257778.500000 Penalty: 4897.660645
	Iteration 32Q: 3 clusters Score -2257778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2257793.500000 Penalty: 4897.660645
	Iteration 33Q: 3 clusters Score -2257794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2257799.750000 Penalty: 4897.660645
	Iteration 34Q: 3 clusters Score -2257800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2257798.750000 Penalty: 4897.660645
	Iteration 35Q: 3 clusters Score -2257799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2257808.750000 Penalty: 4897.660645
	Iteration 36Q: 3 clusters Score -2257809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2257820.500000 Penalty: 4897.660645
	Iteration 37Q: 3 clusters Score -2257820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2257826.250000 Penalty: 4897.660645
	Iteration 38Q: 3 clusters Score -2257826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2257846.000000 Penalty: 4897.660645
	Iteration 39Q: 3 clusters Score -2257846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2257874.750000 Penalty: 4897.660645
	Iteration 40F: 3 clusters Score -2257875 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2257907.000000 Penalty: 4897.660645
	Iteration 41Q: 3 clusters Score -2257907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2257938.000000 Penalty: 4897.660645
	Iteration 42Q: 3 clusters Score -2257938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2257975.750000 Penalty: 4897.660645
	Iteration 43Q: 3 clusters Score -2257976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2257994.750000 Penalty: 4897.660645
	Iteration 44Q: 3 clusters Score -2257995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2258034.000000 Penalty: 4897.660645
	Iteration 45Q: 3 clusters Score -2258034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2258086.250000 Penalty: 4897.660645
	Iteration 46Q: 3 clusters Score -2258086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2258154.750000 Penalty: 4897.660645
	Iteration 47Q: 3 clusters Score -2258155 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2258239.250000 Penalty: 4897.660645
	Iteration 48Q: 3 clusters Score -2258239 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2258349.250000 Penalty: 4897.660645
	Iteration 49Q: 3 clusters Score -2258349 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2258457.000000 Penalty: 4897.660645
	Iteration 50Q: 3 clusters Score -2258457 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2258584.250000 Penalty: 4897.660645
	Iteration 51Q: 3 clusters Score -2258584 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2258736.500000 Penalty: 4897.660645
	Iteration 52Q: 3 clusters Score -2258736 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2258877.750000 Penalty: 4897.660645
	Iteration 53Q: 3 clusters Score -2258878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2259020.500000 Penalty: 4897.660645
	Iteration 54Q: 3 clusters Score -2259020 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2259169.000000 Penalty: 4897.660645
	Iteration 55Q: 3 clusters Score -2259169 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2259309.000000 Penalty: 4897.660645
	Iteration 56Q: 3 clusters Score -2259309 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2259442.250000 Penalty: 4897.660645
	Iteration 57Q: 3 clusters Score -2259442 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2259573.250000 Penalty: 4897.660645
	Iteration 58Q: 3 clusters Score -2259573 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2259694.250000 Penalty: 4897.660645
	Iteration 59Q: 3 clusters Score -2259694 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2259816.250000 Penalty: 4897.660645
	Iteration 60F: 3 clusters Score -2259816 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2259917.500000 Penalty: 4897.660645
	Iteration 61Q: 3 clusters Score -2259918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2260011.750000 Penalty: 4897.660645
	Iteration 62Q: 3 clusters Score -2260012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2260101.500000 Penalty: 4897.660645
	Iteration 63Q: 3 clusters Score -2260102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2260164.750000 Penalty: 4897.660645
	Iteration 64Q: 3 clusters Score -2260165 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2260219.500000 Penalty: 4897.660645
	Iteration 65Q: 3 clusters Score -2260220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2260258.000000 Penalty: 4897.660645
	Iteration 66Q: 3 clusters Score -2260258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2260294.250000 Penalty: 4897.660645
	Iteration 67Q: 3 clusters Score -2260294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2260342.750000 Penalty: 4897.660645
	Iteration 68Q: 3 clusters Score -2260343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2260369.750000 Penalty: 4897.660645
	Iteration 69Q: 3 clusters Score -2260370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2260400.000000 Penalty: 4897.660645
	Iteration 70Q: 3 clusters Score -2260400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2260420.500000 Penalty: 4897.660645
	Iteration 71Q: 3 clusters Score -2260420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2260437.750000 Penalty: 4897.660645
	Iteration 72Q: 3 clusters Score -2260438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2260447.000000 Penalty: 4897.660645
	Iteration 73Q: 3 clusters Score -2260447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2260454.250000 Penalty: 4897.660645
	Iteration 74Q: 3 clusters Score -2260454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2260450.250000 Penalty: 4897.660645
	Iteration 75Q: 3 clusters Score -2260450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2260456.000000 Penalty: 4897.660645
	Iteration 76Q: 3 clusters Score -2260456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2260461.500000 Penalty: 4897.660645
	Iteration 77Q: 3 clusters Score -2260462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2260470.250000 Penalty: 4897.660645
	Iteration 78Q: 3 clusters Score -2260470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2260469.000000 Penalty: 4897.660645
	Iteration 79Q: 3 clusters Score -2260469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2260470.000000 Penalty: 4897.660645
	Iteration 80F: 3 clusters Score -2260470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2260472.500000 Penalty: 4897.660645
	Iteration 81Q: 3 clusters Score -2260472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2260470.000000 Penalty: 4897.660645
	Iteration 82Q: 3 clusters Score -2260470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2260472.250000 Penalty: 4897.660645
	Iteration 83Q: 3 clusters Score -2260472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2260477.500000 Penalty: 4897.660645
	Iteration 84Q: 3 clusters Score -2260478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2260473.250000 Penalty: 4897.660645
	Iteration 85Q: 3 clusters Score -2260473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2260473.250000 Penalty: 4897.660645
	Iteration 86F: 3 clusters Score -2260473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Entering Unmasked Estep 
Score: -9582220.000000 Penalty: 2801.992676
	Iteration 0F: 2 clusters Score -9582220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -9528429.000000 Penalty: 5603.985352
	Iteration 0F: 3 clusters Score -9528429 nChanged 37751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -9549526.000000 Penalty: 5603.985352
	Iteration 1F: 3 clusters Score -9549526 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -9550111.000000 Penalty: 5603.985352
	Iteration 2Q: 3 clusters Score -9550111 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -9550666.000000 Penalty: 5603.985352
	Iteration 3Q: 3 clusters Score -9550666 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -9551404.000000 Penalty: 5603.985352
	Iteration 4Q: 3 clusters Score -9551404 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9552490.000000 Penalty: 5603.985352
	Iteration 5Q: 3 clusters Score -9552490 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9554499.000000 Penalty: 5603.985352
	Iteration 6Q: 3 clusters Score -9554499 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -9557770.000000 Penalty: 5603.985352
	Iteration 7F: 3 clusters Score -9557770 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -9562480.000000 Penalty: 5603.985352
	Iteration 8F: 3 clusters Score -9562480 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -9568156.000000 Penalty: 5603.985352
	Iteration 9F: 3 clusters Score -9568156 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -9573043.000000 Penalty: 5603.985352
	Iteration 10F: 3 clusters Score -9573043 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -9576159.000000 Penalty: 5603.985352
	Iteration 11Q: 3 clusters Score -9576159 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -9577499.000000 Penalty: 5603.985352
	Iteration 12Q: 3 clusters Score -9577499 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -9578119.000000 Penalty: 5603.985352
	Iteration 13Q: 3 clusters Score -9578119 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -9578565.000000 Penalty: 5603.985352
	Iteration 14Q: 3 clusters Score -9578565 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -9578859.000000 Penalty: 5603.985352
	Iteration 15Q: 3 clusters Score -9578859 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -9579095.000000 Penalty: 5603.985352
	Iteration 16Q: 3 clusters Score -9579095 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -9579255.000000 Penalty: 5603.985352
	Iteration 17Q: 3 clusters Score -9579255 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -9579374.000000 Penalty: 5603.985352
	Iteration 18Q: 3 clusters Score -9579374 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9579501.000000 Penalty: 5603.985352
	Iteration 19Q: 3 clusters Score -9579501 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -9579641.000000 Penalty: 5603.985352
	Iteration 20F: 3 clusters Score -9579641 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -9579732.000000 Penalty: 5603.985352
	Iteration 21Q: 3 clusters Score -9579732 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 75176 members 
Entering Unmasked Estep 
Score: -9579798.000000 Penalty: 5603.985352
	Iteration 22Q: 3 clusters Score -9579798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9579861.000000 Penalty: 5603.985352
	Iteration 23Q: 3 clusters Score -9579861 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -9579895.000000 Penalty: 5603.985352
	Iteration 24Q: 3 clusters Score -9579895 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -9579903.000000 Penalty: 5603.985352
	Iteration 25Q: 3 clusters Score -9579903 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -9579945.000000 Penalty: 5603.985352
	Iteration 26Q: 3 clusters Score -9579945 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -9579992.000000 Penalty: 5603.985352
	Iteration 27Q: 3 clusters Score -9579992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -9580011.000000 Penalty: 5603.985352
	Iteration 28Q: 3 clusters Score -9580011 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -9580010.000000 Penalty: 5603.985352
	Iteration 29Q: 3 clusters Score -9580010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -9580030.000000 Penalty: 5603.985352
	Iteration 30Q: 3 clusters Score -9580030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -9580057.000000 Penalty: 5603.985352
	Iteration 31Q: 3 clusters Score -9580057 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -9580078.000000 Penalty: 5603.985352
	Iteration 32Q: 3 clusters Score -9580078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -9580136.000000 Penalty: 5603.985352
	Iteration 33Q: 3 clusters Score -9580136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -9580159.000000 Penalty: 5603.985352
	Iteration 34Q: 3 clusters Score -9580159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -9580182.000000 Penalty: 5603.985352
	Iteration 35Q: 3 clusters Score -9580182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -9580192.000000 Penalty: 5603.985352
	Iteration 36Q: 3 clusters Score -9580192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -9580200.000000 Penalty: 5603.985352
	Iteration 37Q: 3 clusters Score -9580200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -9580236.000000 Penalty: 5603.985352
	Iteration 38Q: 3 clusters Score -9580236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -9580250.000000 Penalty: 5603.985352
	Iteration 39Q: 3 clusters Score -9580250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -9580279.000000 Penalty: 5603.985352
	Iteration 40F: 3 clusters Score -9580279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -9580280.000000 Penalty: 5603.985352
	Iteration 41Q: 3 clusters Score -9580280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -9580284.000000 Penalty: 5603.985352
	Iteration 42Q: 3 clusters Score -9580284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -9580287.000000 Penalty: 5603.985352
	Iteration 43Q: 3 clusters Score -9580287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -9580280.000000 Penalty: 5603.985352
	Iteration 44Q: 3 clusters Score -9580280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9580297.000000 Penalty: 5603.985352
	Iteration 45Q: 3 clusters Score -9580297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -9580308.000000 Penalty: 5603.985352
	Iteration 46Q: 3 clusters Score -9580308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -9580331.000000 Penalty: 5603.985352
	Iteration 47Q: 3 clusters Score -9580331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -9580327.000000 Penalty: 5603.985352
	Iteration 48Q: 3 clusters Score -9580327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -9580335.000000 Penalty: 5603.985352
	Iteration 49Q: 3 clusters Score -9580335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -9580346.000000 Penalty: 5603.985352
	Iteration 50Q: 3 clusters Score -9580346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -9580349.000000 Penalty: 5603.985352
	Iteration 51Q: 3 clusters Score -9580349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -9580376.000000 Penalty: 5603.985352
	Iteration 52Q: 3 clusters Score -9580376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -9580372.000000 Penalty: 5603.985352
	Iteration 53Q: 3 clusters Score -9580372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -9580375.000000 Penalty: 5603.985352
	Iteration 54Q: 3 clusters Score -9580375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -9580392.000000 Penalty: 5603.985352
	Iteration 55Q: 3 clusters Score -9580392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -9580395.000000 Penalty: 5603.985352
	Iteration 56Q: 3 clusters Score -9580395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -9580413.000000 Penalty: 5603.985352
	Iteration 57Q: 3 clusters Score -9580413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -9580416.000000 Penalty: 5603.985352
	Iteration 58Q: 3 clusters Score -9580416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -9580404.000000 Penalty: 5603.985352
	Iteration 59Q: 3 clusters Score -9580404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -9580417.000000 Penalty: 5603.985352
	Iteration 60F: 3 clusters Score -9580417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -9580418.000000 Penalty: 5603.985352
	Iteration 61Q: 3 clusters Score -9580418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -9580424.000000 Penalty: 5603.985352
	Iteration 62Q: 3 clusters Score -9580424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -9580430.000000 Penalty: 5603.985352
	Iteration 63Q: 3 clusters Score -9580430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -9580424.000000 Penalty: 5603.985352
	Iteration 64Q: 3 clusters Score -9580424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -9580418.000000 Penalty: 5603.985352
	Iteration 65Q: 3 clusters Score -9580418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -9580427.000000 Penalty: 5603.985352
	Iteration 66Q: 3 clusters Score -9580427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -9580435.000000 Penalty: 5603.985352
	Iteration 67Q: 3 clusters Score -9580435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -9580440.000000 Penalty: 5603.985352
	Iteration 68Q: 3 clusters Score -9580440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -9580437.000000 Penalty: 5603.985352
	Iteration 69Q: 3 clusters Score -9580437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -9580432.000000 Penalty: 5603.985352
	Iteration 70Q: 3 clusters Score -9580432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9580430.000000 Penalty: 5603.985352
	Iteration 71Q: 3 clusters Score -9580430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -9580447.000000 Penalty: 5603.985352
	Iteration 72Q: 3 clusters Score -9580447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -9580431.000000 Penalty: 5603.985352
	Iteration 73Q: 3 clusters Score -9580431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -9580437.000000 Penalty: 5603.985352
	Iteration 74Q: 3 clusters Score -9580437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -9580439.000000 Penalty: 5603.985352
	Iteration 75Q: 3 clusters Score -9580439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -9580441.000000 Penalty: 5603.985352
	Iteration 76Q: 3 clusters Score -9580441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -9580440.000000 Penalty: 5603.985352
	Iteration 77Q: 3 clusters Score -9580440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -9580433.000000 Penalty: 5603.985352
	Iteration 78Q: 3 clusters Score -9580433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -9580441.000000 Penalty: 5603.985352
	Iteration 79Q: 3 clusters Score -9580441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -9580443.000000 Penalty: 5603.985352
	Iteration 80F: 3 clusters Score -9580443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9580448.000000 Penalty: 5603.985352
	Iteration 81Q: 3 clusters Score -9580448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9580435.000000 Penalty: 5603.985352
	Iteration 82Q: 3 clusters Score -9580435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -9580440.000000 Penalty: 5603.985352
	Iteration 83Q: 3 clusters Score -9580440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -9580452.000000 Penalty: 5603.985352
	Iteration 84Q: 3 clusters Score -9580452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -9580456.000000 Penalty: 5603.985352
	Iteration 85Q: 3 clusters Score -9580456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -9580455.000000 Penalty: 5603.985352
	Iteration 86Q: 3 clusters Score -9580455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -9580455.000000 Penalty: 5603.985352
	Iteration 87F: 3 clusters Score -9580455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -72351.640625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -72351.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70754.343750 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -70754.34 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71065.851562 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -71065.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71203.187500 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -71203.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71356.320312 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -71356.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71464.054688 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -71464.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71505.734375 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -71505.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71537.398438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -71537.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71553.328125 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -71553.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -71561.226562 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -71561.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71563.570312 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -71563.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71565.273438 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -71565.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71570.953125 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -71570.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71577.023438 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -71577.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71578.460938 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -71578.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71578.460938 Penalty: 3237.867188
	Iteration 14F: 3 clusters Score -71578.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189688 members 
Entering Unmasked Estep 
Score: -22518988.000000 Penalty: 3013.977783
	Iteration 0F: 2 clusters Score -2.251899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -22406024.000000 Penalty: 6027.955566
	Iteration 0F: 3 clusters Score -2.240602e+07 nChanged 91205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97496 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -22458414.000000 Penalty: 6027.955566
	Iteration 1F: 3 clusters Score -2.245841e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -22459658.000000 Penalty: 6027.955566
	Iteration 2Q: 3 clusters Score -2.245966e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -22461442.000000 Penalty: 6027.955566
	Iteration 3Q: 3 clusters Score -2.246144e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -22464632.000000 Penalty: 6027.955566
	Iteration 4Q: 3 clusters Score -2.246463e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -22469324.000000 Penalty: 6027.955566
	Iteration 5F: 3 clusters Score -2.246932e+07 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -22478344.000000 Penalty: 6027.955566
	Iteration 6F: 3 clusters Score -2.247834e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138754 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -22490890.000000 Penalty: 6027.955566
	Iteration 7F: 3 clusters Score -2.249089e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -22503740.000000 Penalty: 6027.955566
	Iteration 8F: 3 clusters Score -2.250374e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -22513494.000000 Penalty: 6027.955566
	Iteration 9F: 3 clusters Score -2.251349e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -22518570.000000 Penalty: 6027.955566
	Iteration 10Q: 3 clusters Score -2.251857e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -22520476.000000 Penalty: 6027.955566
	Iteration 11Q: 3 clusters Score -2.252048e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174566 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -22520946.000000 Penalty: 6027.955566
	Iteration 12Q: 3 clusters Score -2.252095e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -22520948.000000 Penalty: 6027.955566
	Iteration 13Q: 3 clusters Score -2.252095e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -22520762.000000 Penalty: 6027.955566
	Iteration 14Q: 3 clusters Score -2.252076e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179503 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -22520586.000000 Penalty: 6027.955566
	Iteration 15Q: 3 clusters Score -2.252059e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -22520434.000000 Penalty: 6027.955566
	Iteration 16Q: 3 clusters Score -2.252043e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181466 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -22520338.000000 Penalty: 6027.955566
	Iteration 17Q: 3 clusters Score -2.252034e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -22520216.000000 Penalty: 6027.955566
	Iteration 18Q: 3 clusters Score -2.252022e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -22520116.000000 Penalty: 6027.955566
	Iteration 19Q: 3 clusters Score -2.252012e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -22520022.000000 Penalty: 6027.955566
	Iteration 20F: 3 clusters Score -2.252002e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183827 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -22519942.000000 Penalty: 6027.955566
	Iteration 21Q: 3 clusters Score -2.251994e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -22519876.000000 Penalty: 6027.955566
	Iteration 22Q: 3 clusters Score -2.251988e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184507 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -22519804.000000 Penalty: 6027.955566
	Iteration 23Q: 3 clusters Score -2.25198e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184790 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -22519710.000000 Penalty: 6027.955566
	Iteration 24Q: 3 clusters Score -2.251971e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -22519682.000000 Penalty: 6027.955566
	Iteration 25Q: 3 clusters Score -2.251968e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -22519640.000000 Penalty: 6027.955566
	Iteration 26Q: 3 clusters Score -2.251964e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -22519580.000000 Penalty: 6027.955566
	Iteration 27Q: 3 clusters Score -2.251958e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -22519552.000000 Penalty: 6027.955566
	Iteration 28Q: 3 clusters Score -2.251955e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185648 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -22519574.000000 Penalty: 6027.955566
	Iteration 29Q: 3 clusters Score -2.251957e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185765 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -22519498.000000 Penalty: 6027.955566
	Iteration 30Q: 3 clusters Score -2.25195e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -22519500.000000 Penalty: 6027.955566
	Iteration 31Q: 3 clusters Score -2.25195e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185963 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -22519478.000000 Penalty: 6027.955566
	Iteration 32Q: 3 clusters Score -2.251948e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186030 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -22519472.000000 Penalty: 6027.955566
	Iteration 33Q: 3 clusters Score -2.251947e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186082 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -22519422.000000 Penalty: 6027.955566
	Iteration 34Q: 3 clusters Score -2.251942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186118 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -22519412.000000 Penalty: 6027.955566
	Iteration 35Q: 3 clusters Score -2.251941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -22519426.000000 Penalty: 6027.955566
	Iteration 36Q: 3 clusters Score -2.251943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186170 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -22519394.000000 Penalty: 6027.955566
	Iteration 37Q: 3 clusters Score -2.251939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186187 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -22519414.000000 Penalty: 6027.955566
	Iteration 38Q: 3 clusters Score -2.251941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186204 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22519402.000000 Penalty: 6027.955566
	Iteration 39Q: 3 clusters Score -2.25194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186222 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -22519386.000000 Penalty: 6027.955566
	Iteration 40F: 3 clusters Score -2.251939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186239 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -22519394.000000 Penalty: 6027.955566
	Iteration 41Q: 3 clusters Score -2.251939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -22519400.000000 Penalty: 6027.955566
	Iteration 42Q: 3 clusters Score -2.25194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186258 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -22519406.000000 Penalty: 6027.955566
	Iteration 43Q: 3 clusters Score -2.251941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186266 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22519402.000000 Penalty: 6027.955566
	Iteration 44Q: 3 clusters Score -2.25194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186274 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -22519408.000000 Penalty: 6027.955566
	Iteration 45Q: 3 clusters Score -2.251941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22519394.000000 Penalty: 6027.955566
	Iteration 46Q: 3 clusters Score -2.251939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22519396.000000 Penalty: 6027.955566
	Iteration 47Q: 3 clusters Score -2.25194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22519394.000000 Penalty: 6027.955566
	Iteration 48Q: 3 clusters Score -2.251939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -22519392.000000 Penalty: 6027.955566
	Iteration 49Q: 3 clusters Score -2.251939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186312 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22519388.000000 Penalty: 6027.955566
	Iteration 50Q: 3 clusters Score -2.251939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186314 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -22519374.000000 Penalty: 6027.955566
	Iteration 51Q: 3 clusters Score -2.251937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186317 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22519388.000000 Penalty: 6027.955566
	Iteration 52Q: 3 clusters Score -2.251939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186320 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22519386.000000 Penalty: 6027.955566
	Iteration 53Q: 3 clusters Score -2.251939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186319 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -22519382.000000 Penalty: 6027.955566
	Iteration 54Q: 3 clusters Score -2.251938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186320 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -22519380.000000 Penalty: 6027.955566
	Iteration 55Q: 3 clusters Score -2.251938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186323 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -22519384.000000 Penalty: 6027.955566
	Iteration 56Q: 3 clusters Score -2.251938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186327 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22519388.000000 Penalty: 6027.955566
	Iteration 57Q: 3 clusters Score -2.251939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -22519378.000000 Penalty: 6027.955566
	Iteration 58Q: 3 clusters Score -2.251938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186331 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22519380.000000 Penalty: 6027.955566
	Iteration 59Q: 3 clusters Score -2.251938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186334 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -22519372.000000 Penalty: 6027.955566
	Iteration 60F: 3 clusters Score -2.251937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -22519374.000000 Penalty: 6027.955566
	Iteration 61Q: 3 clusters Score -2.251937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186338 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -22519374.000000 Penalty: 6027.955566
	Iteration 62Q: 3 clusters Score -2.251937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186341 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22519372.000000 Penalty: 6027.955566
	Iteration 63Q: 3 clusters Score -2.251937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186341 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22519372.000000 Penalty: 6027.955566
	Iteration 64F: 3 clusters Score -2.251937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80689 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 186341 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 44076 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 3347 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 16 contains 93193 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53208 members 
Mstep: Class 20 contains 185152 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243624 members 
Entering Unmasked Estep 
Score: -118052056.000000 Penalty: 58326.246094
Splitting cluster 4 changes total score from -118052560.000000 to -118052056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (20784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Entering Unmasked Estep 
Score: -2485942.250000 Penalty: 2465.600830
	Iteration 0F: 2 clusters Score -2485942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2471419.750000 Penalty: 4931.201660
	Iteration 0F: 3 clusters Score -2471420 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2476189.500000 Penalty: 4931.201660
	Iteration 1F: 3 clusters Score -2476190 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2476529.500000 Penalty: 4931.201660
	Iteration 2Q: 3 clusters Score -2476530 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2476767.500000 Penalty: 4931.201660
	Iteration 3Q: 3 clusters Score -2476768 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2476951.250000 Penalty: 4931.201660
	Iteration 4Q: 3 clusters Score -2476951 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2477105.500000 Penalty: 4931.201660
	Iteration 5Q: 3 clusters Score -2477106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2477228.500000 Penalty: 4931.201660
	Iteration 6Q: 3 clusters Score -2477228 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2477347.000000 Penalty: 4931.201660
	Iteration 7Q: 3 clusters Score -2477347 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2477457.250000 Penalty: 4931.201660
	Iteration 8Q: 3 clusters Score -2477457 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2477582.250000 Penalty: 4931.201660
	Iteration 9Q: 3 clusters Score -2477582 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2477729.000000 Penalty: 4931.201660
	Iteration 10Q: 3 clusters Score -2477729 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2477876.500000 Penalty: 4931.201660
	Iteration 11Q: 3 clusters Score -2477876 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2478051.750000 Penalty: 4931.201660
	Iteration 12Q: 3 clusters Score -2478052 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2478269.500000 Penalty: 4931.201660
	Iteration 13Q: 3 clusters Score -2478270 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2478543.250000 Penalty: 4931.201660
	Iteration 14Q: 3 clusters Score -2478543 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2478938.000000 Penalty: 4931.201660
	Iteration 15Q: 3 clusters Score -2478938 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2479445.250000 Penalty: 4931.201660
	Iteration 16Q: 3 clusters Score -2479445 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2480078.250000 Penalty: 4931.201660
	Iteration 17Q: 3 clusters Score -2480078 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2480816.500000 Penalty: 4931.201660
	Iteration 18Q: 3 clusters Score -2480816 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2481456.250000 Penalty: 4931.201660
	Iteration 19Q: 3 clusters Score -2481456 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2481847.000000 Penalty: 4931.201660
	Iteration 20F: 3 clusters Score -2481847 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2482072.750000 Penalty: 4931.201660
	Iteration 21Q: 3 clusters Score -2482073 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2482187.750000 Penalty: 4931.201660
	Iteration 22Q: 3 clusters Score -2482188 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2482264.500000 Penalty: 4931.201660
	Iteration 23Q: 3 clusters Score -2482264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2482307.500000 Penalty: 4931.201660
	Iteration 24Q: 3 clusters Score -2482308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2482338.000000 Penalty: 4931.201660
	Iteration 25Q: 3 clusters Score -2482338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2482373.500000 Penalty: 4931.201660
	Iteration 26Q: 3 clusters Score -2482374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2482390.500000 Penalty: 4931.201660
	Iteration 27Q: 3 clusters Score -2482390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2482404.250000 Penalty: 4931.201660
	Iteration 28Q: 3 clusters Score -2482404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2482447.000000 Penalty: 4931.201660
	Iteration 29Q: 3 clusters Score -2482447 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2482471.750000 Penalty: 4931.201660
	Iteration 30Q: 3 clusters Score -2482472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2482500.500000 Penalty: 4931.201660
	Iteration 31Q: 3 clusters Score -2482500 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2482532.750000 Penalty: 4931.201660
	Iteration 32Q: 3 clusters Score -2482533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2482548.250000 Penalty: 4931.201660
	Iteration 33Q: 3 clusters Score -2482548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2482572.500000 Penalty: 4931.201660
	Iteration 34Q: 3 clusters Score -2482572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2482585.250000 Penalty: 4931.201660
	Iteration 35Q: 3 clusters Score -2482585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2482606.000000 Penalty: 4931.201660
	Iteration 36Q: 3 clusters Score -2482606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2482633.000000 Penalty: 4931.201660
	Iteration 37Q: 3 clusters Score -2482633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2482648.500000 Penalty: 4931.201660
	Iteration 38Q: 3 clusters Score -2482648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2482657.500000 Penalty: 4931.201660
	Iteration 39Q: 3 clusters Score -2482658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2482667.250000 Penalty: 4931.201660
	Iteration 40F: 3 clusters Score -2482667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2482682.500000 Penalty: 4931.201660
	Iteration 41Q: 3 clusters Score -2482682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2482709.750000 Penalty: 4931.201660
	Iteration 42Q: 3 clusters Score -2482710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2482713.500000 Penalty: 4931.201660
	Iteration 43Q: 3 clusters Score -2482714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2482727.500000 Penalty: 4931.201660
	Iteration 44Q: 3 clusters Score -2482728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2482742.500000 Penalty: 4931.201660
	Iteration 45Q: 3 clusters Score -2482742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2482758.500000 Penalty: 4931.201660
	Iteration 46Q: 3 clusters Score -2482758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2482774.000000 Penalty: 4931.201660
	Iteration 47Q: 3 clusters Score -2482774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2482779.000000 Penalty: 4931.201660
	Iteration 48Q: 3 clusters Score -2482779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2482788.500000 Penalty: 4931.201660
	Iteration 49Q: 3 clusters Score -2482788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2482813.750000 Penalty: 4931.201660
	Iteration 50Q: 3 clusters Score -2482814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2482825.000000 Penalty: 4931.201660
	Iteration 51Q: 3 clusters Score -2482825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2482841.250000 Penalty: 4931.201660
	Iteration 52Q: 3 clusters Score -2482841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2482848.500000 Penalty: 4931.201660
	Iteration 53Q: 3 clusters Score -2482848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2482861.250000 Penalty: 4931.201660
	Iteration 54Q: 3 clusters Score -2482861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2482869.000000 Penalty: 4931.201660
	Iteration 55Q: 3 clusters Score -2482869 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2482879.750000 Penalty: 4931.201660
	Iteration 56Q: 3 clusters Score -2482880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2482897.250000 Penalty: 4931.201660
	Iteration 57Q: 3 clusters Score -2482897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2482908.250000 Penalty: 4931.201660
	Iteration 58Q: 3 clusters Score -2482908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2482925.750000 Penalty: 4931.201660
	Iteration 59Q: 3 clusters Score -2482926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2482947.500000 Penalty: 4931.201660
	Iteration 60F: 3 clusters Score -2482948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2482967.500000 Penalty: 4931.201660
	Iteration 61Q: 3 clusters Score -2482968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2482982.000000 Penalty: 4931.201660
	Iteration 62Q: 3 clusters Score -2482982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2483001.500000 Penalty: 4931.201660
	Iteration 63Q: 3 clusters Score -2483002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2483017.500000 Penalty: 4931.201660
	Iteration 64Q: 3 clusters Score -2483018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2483029.750000 Penalty: 4931.201660
	Iteration 65Q: 3 clusters Score -2483030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2483047.750000 Penalty: 4931.201660
	Iteration 66Q: 3 clusters Score -2483048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2483059.250000 Penalty: 4931.201660
	Iteration 67Q: 3 clusters Score -2483059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2483085.000000 Penalty: 4931.201660
	Iteration 68Q: 3 clusters Score -2483085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2483102.750000 Penalty: 4931.201660
	Iteration 69Q: 3 clusters Score -2483103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2483139.000000 Penalty: 4931.201660
	Iteration 70Q: 3 clusters Score -2483139 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2483158.000000 Penalty: 4931.201660
	Iteration 71Q: 3 clusters Score -2483158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2483177.250000 Penalty: 4931.201660
	Iteration 72Q: 3 clusters Score -2483177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2483198.750000 Penalty: 4931.201660
	Iteration 73Q: 3 clusters Score -2483199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2483223.500000 Penalty: 4931.201660
	Iteration 74Q: 3 clusters Score -2483224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2483262.750000 Penalty: 4931.201660
	Iteration 75Q: 3 clusters Score -2483263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2483291.000000 Penalty: 4931.201660
	Iteration 76Q: 3 clusters Score -2483291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2483316.750000 Penalty: 4931.201660
	Iteration 77Q: 3 clusters Score -2483317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2483343.000000 Penalty: 4931.201660
	Iteration 78Q: 3 clusters Score -2483343 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2483386.250000 Penalty: 4931.201660
	Iteration 79Q: 3 clusters Score -2483386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2483415.000000 Penalty: 4931.201660
	Iteration 80F: 3 clusters Score -2483415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2483444.250000 Penalty: 4931.201660
	Iteration 81Q: 3 clusters Score -2483444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2483456.500000 Penalty: 4931.201660
	Iteration 82Q: 3 clusters Score -2483456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2483476.500000 Penalty: 4931.201660
	Iteration 83Q: 3 clusters Score -2483476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2483494.250000 Penalty: 4931.201660
	Iteration 84Q: 3 clusters Score -2483494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2483506.000000 Penalty: 4931.201660
	Iteration 85Q: 3 clusters Score -2483506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2483525.500000 Penalty: 4931.201660
	Iteration 86Q: 3 clusters Score -2483526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2483536.500000 Penalty: 4931.201660
	Iteration 87Q: 3 clusters Score -2483536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2483552.250000 Penalty: 4931.201660
	Iteration 88Q: 3 clusters Score -2483552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2483566.000000 Penalty: 4931.201660
	Iteration 89Q: 3 clusters Score -2483566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2483577.000000 Penalty: 4931.201660
	Iteration 90Q: 3 clusters Score -2483577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2483594.750000 Penalty: 4931.201660
	Iteration 91Q: 3 clusters Score -2483595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2483609.500000 Penalty: 4931.201660
	Iteration 92Q: 3 clusters Score -2483610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2483626.250000 Penalty: 4931.201660
	Iteration 93Q: 3 clusters Score -2483626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2483649.750000 Penalty: 4931.201660
	Iteration 94Q: 3 clusters Score -2483650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2483670.000000 Penalty: 4931.201660
	Iteration 95Q: 3 clusters Score -2483670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2483682.250000 Penalty: 4931.201660
	Iteration 96Q: 3 clusters Score -2483682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2483701.000000 Penalty: 4931.201660
	Iteration 97Q: 3 clusters Score -2483701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2483700.750000 Penalty: 4931.201660
	Iteration 98Q: 3 clusters Score -2483701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2483715.750000 Penalty: 4931.201660
	Iteration 99Q: 3 clusters Score -2483716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2483733.250000 Penalty: 4931.201660
	Iteration 100F: 3 clusters Score -2483733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2483732.750000 Penalty: 4931.201660
	Iteration 101Q: 3 clusters Score -2483733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2483741.500000 Penalty: 4931.201660
	Iteration 102Q: 3 clusters Score -2483742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2483754.000000 Penalty: 4931.201660
	Iteration 103Q: 3 clusters Score -2483754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2483766.750000 Penalty: 4931.201660
	Iteration 104Q: 3 clusters Score -2483767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2483778.250000 Penalty: 4931.201660
	Iteration 105Q: 3 clusters Score -2483778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2483787.750000 Penalty: 4931.201660
	Iteration 106Q: 3 clusters Score -2483788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2483799.750000 Penalty: 4931.201660
	Iteration 107Q: 3 clusters Score -2483800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2483808.500000 Penalty: 4931.201660
	Iteration 108Q: 3 clusters Score -2483808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2483820.750000 Penalty: 4931.201660
	Iteration 109Q: 3 clusters Score -2483821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2483831.000000 Penalty: 4931.201660
	Iteration 110Q: 3 clusters Score -2483831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2483834.000000 Penalty: 4931.201660
	Iteration 111Q: 3 clusters Score -2483834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2483849.750000 Penalty: 4931.201660
	Iteration 112Q: 3 clusters Score -2483850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2483863.750000 Penalty: 4931.201660
	Iteration 113Q: 3 clusters Score -2483864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2483875.000000 Penalty: 4931.201660
	Iteration 114Q: 3 clusters Score -2483875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2483881.750000 Penalty: 4931.201660
	Iteration 115Q: 3 clusters Score -2483882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2483898.500000 Penalty: 4931.201660
	Iteration 116Q: 3 clusters Score -2483898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2483905.250000 Penalty: 4931.201660
	Iteration 117Q: 3 clusters Score -2483905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2483906.250000 Penalty: 4931.201660
	Iteration 118Q: 3 clusters Score -2483906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2483914.500000 Penalty: 4931.201660
	Iteration 119Q: 3 clusters Score -2483914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2483926.250000 Penalty: 4931.201660
	Iteration 120F: 3 clusters Score -2483926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2483929.750000 Penalty: 4931.201660
	Iteration 121Q: 3 clusters Score -2483930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2483930.500000 Penalty: 4931.201660
	Iteration 122Q: 3 clusters Score -2483930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2483932.000000 Penalty: 4931.201660
	Iteration 123Q: 3 clusters Score -2483932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2483938.250000 Penalty: 4931.201660
	Iteration 124Q: 3 clusters Score -2483938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2483943.750000 Penalty: 4931.201660
	Iteration 125Q: 3 clusters Score -2483944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2483943.000000 Penalty: 4931.201660
	Iteration 126Q: 3 clusters Score -2483943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2483942.500000 Penalty: 4931.201660
	Iteration 127Q: 3 clusters Score -2483942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2483948.250000 Penalty: 4931.201660
	Iteration 128Q: 3 clusters Score -2483948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2483956.500000 Penalty: 4931.201660
	Iteration 129Q: 3 clusters Score -2483956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2483962.500000 Penalty: 4931.201660
	Iteration 130Q: 3 clusters Score -2483962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2483961.000000 Penalty: 4931.201660
	Iteration 131Q: 3 clusters Score -2483961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2483968.500000 Penalty: 4931.201660
	Iteration 132Q: 3 clusters Score -2483968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2483967.500000 Penalty: 4931.201660
	Iteration 133Q: 3 clusters Score -2483968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2483966.000000 Penalty: 4931.201660
	Iteration 134Q: 3 clusters Score -2483966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2483968.000000 Penalty: 4931.201660
	Iteration 135Q: 3 clusters Score -2483968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2483967.500000 Penalty: 4931.201660
	Iteration 136Q: 3 clusters Score -2483968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2483968.250000 Penalty: 4931.201660
	Iteration 137Q: 3 clusters Score -2483968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2483966.000000 Penalty: 4931.201660
	Iteration 138Q: 3 clusters Score -2483966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2483966.000000 Penalty: 4931.201660
	Iteration 139Q: 3 clusters Score -2483966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2483965.000000 Penalty: 4931.201660
	Iteration 140F: 3 clusters Score -2483965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Entering Unmasked Estep 
Score: -5029514.500000 Penalty: 2652.030273
	Iteration 0F: 2 clusters Score -5029514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4999802.000000 Penalty: 5304.060547
	Iteration 0F: 3 clusters Score -4999802 nChanged 20314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5010718.500000 Penalty: 5304.060547
	Iteration 1F: 3 clusters Score -5010718 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5011195.500000 Penalty: 5304.060547
	Iteration 2Q: 3 clusters Score -5011196 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5011680.500000 Penalty: 5304.060547
	Iteration 3Q: 3 clusters Score -5011680 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -5012286.000000 Penalty: 5304.060547
	Iteration 4Q: 3 clusters Score -5012286 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5013149.000000 Penalty: 5304.060547
	Iteration 5Q: 3 clusters Score -5013149 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5014554.000000 Penalty: 5304.060547
	Iteration 6F: 3 clusters Score -5014554 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -5016753.500000 Penalty: 5304.060547
	Iteration 7F: 3 clusters Score -5016754 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5019580.500000 Penalty: 5304.060547
	Iteration 8F: 3 clusters Score -5019580 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5022391.000000 Penalty: 5304.060547
	Iteration 9F: 3 clusters Score -5022391 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5024652.500000 Penalty: 5304.060547
	Iteration 10F: 3 clusters Score -5024652 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -5025999.000000 Penalty: 5304.060547
	Iteration 11Q: 3 clusters Score -5025999 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -5026708.500000 Penalty: 5304.060547
	Iteration 12Q: 3 clusters Score -5026708 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5027021.500000 Penalty: 5304.060547
	Iteration 13Q: 3 clusters Score -5027022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5027208.000000 Penalty: 5304.060547
	Iteration 14Q: 3 clusters Score -5027208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5027302.000000 Penalty: 5304.060547
	Iteration 15Q: 3 clusters Score -5027302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5027336.500000 Penalty: 5304.060547
	Iteration 16Q: 3 clusters Score -5027336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5027356.000000 Penalty: 5304.060547
	Iteration 17Q: 3 clusters Score -5027356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5027365.500000 Penalty: 5304.060547
	Iteration 18Q: 3 clusters Score -5027366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5027371.000000 Penalty: 5304.060547
	Iteration 19Q: 3 clusters Score -5027371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5027388.000000 Penalty: 5304.060547
	Iteration 20F: 3 clusters Score -5027388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5027406.500000 Penalty: 5304.060547
	Iteration 21Q: 3 clusters Score -5027406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5027427.000000 Penalty: 5304.060547
	Iteration 22Q: 3 clusters Score -5027427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -5027424.000000 Penalty: 5304.060547
	Iteration 23Q: 3 clusters Score -5027424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5027430.000000 Penalty: 5304.060547
	Iteration 24Q: 3 clusters Score -5027430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5027440.500000 Penalty: 5304.060547
	Iteration 25Q: 3 clusters Score -5027440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5027448.000000 Penalty: 5304.060547
	Iteration 26Q: 3 clusters Score -5027448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5027455.000000 Penalty: 5304.060547
	Iteration 27Q: 3 clusters Score -5027455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5027448.500000 Penalty: 5304.060547
	Iteration 28Q: 3 clusters Score -5027448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5027449.000000 Penalty: 5304.060547
	Iteration 29Q: 3 clusters Score -5027449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5027449.500000 Penalty: 5304.060547
	Iteration 30Q: 3 clusters Score -5027450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -5027449.500000 Penalty: 5304.060547
	Iteration 31F: 3 clusters Score -5027450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -375808.031250 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375808 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -376925.968750 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376926 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -377713.281250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -377713.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -378621.750000 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -378621.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -379201.406250 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -379201.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -379462.062500 Penalty: 4024.556396
	Iteration 5F: 3 clusters Score -379462.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -379560.031250 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -379560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -379602.125000 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -379602.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -379613.437500 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -379613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -379624.906250 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -379633.093750 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379633.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -379640.093750 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -379642.812500 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -379645.250000 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -379646.937500 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -379646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -379648.406250 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -379648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -379648.906250 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -379648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -379649.468750 Penalty: 4024.556396
	Iteration 17Q: 3 clusters Score -379649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -379650.218750 Penalty: 4024.556396
	Iteration 18Q: 3 clusters Score -379650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -379650.218750 Penalty: 4024.556396
	Iteration 19F: 3 clusters Score -379650.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80689 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189688 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 44076 members 
Mstep: Class 7 contains 518 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 16 contains 93193 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53208 members 
Mstep: Class 20 contains 185152 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243624 members 
Entering Unmasked Estep 
Score: -118051632.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052560.000000 to -118051632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Entering Unmasked Estep 
Score: -1249392.250000 Penalty: 2302.768066
	Iteration 0F: 2 clusters Score -1249392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1241170.125000 Penalty: 4605.536133
	Iteration 0F: 3 clusters Score -1241170 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1243683.375000 Penalty: 4605.536133
	Iteration 1F: 3 clusters Score -1243683 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1244132.875000 Penalty: 4605.536133
	Iteration 2F: 3 clusters Score -1244133 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1244617.250000 Penalty: 4605.536133
	Iteration 3F: 3 clusters Score -1244617 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1245045.875000 Penalty: 4605.536133
	Iteration 4F: 3 clusters Score -1245046 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1245430.875000 Penalty: 4605.536133
	Iteration 5F: 3 clusters Score -1245431 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1245802.000000 Penalty: 4605.536133
	Iteration 6F: 3 clusters Score -1245802 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1246157.625000 Penalty: 4605.536133
	Iteration 7Q: 3 clusters Score -1246158 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1246517.875000 Penalty: 4605.536133
	Iteration 8Q: 3 clusters Score -1246518 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1246806.875000 Penalty: 4605.536133
	Iteration 9Q: 3 clusters Score -1246807 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1247051.125000 Penalty: 4605.536133
	Iteration 10Q: 3 clusters Score -1247051 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1247273.750000 Penalty: 4605.536133
	Iteration 11Q: 3 clusters Score -1247274 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1247473.875000 Penalty: 4605.536133
	Iteration 12Q: 3 clusters Score -1247474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1247627.625000 Penalty: 4605.536133
	Iteration 13Q: 3 clusters Score -1247628 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1247744.500000 Penalty: 4605.536133
	Iteration 14Q: 3 clusters Score -1247744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1247815.750000 Penalty: 4605.536133
	Iteration 15Q: 3 clusters Score -1247816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1247871.625000 Penalty: 4605.536133
	Iteration 16Q: 3 clusters Score -1247872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1247912.875000 Penalty: 4605.536133
	Iteration 17Q: 3 clusters Score -1247913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1247940.375000 Penalty: 4605.536133
	Iteration 18Q: 3 clusters Score -1247940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1247964.000000 Penalty: 4605.536133
	Iteration 19Q: 3 clusters Score -1247964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1247995.375000 Penalty: 4605.536133
	Iteration 20F: 3 clusters Score -1247995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1248018.625000 Penalty: 4605.536133
	Iteration 21Q: 3 clusters Score -1248019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1248037.375000 Penalty: 4605.536133
	Iteration 22Q: 3 clusters Score -1248037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1248058.375000 Penalty: 4605.536133
	Iteration 23Q: 3 clusters Score -1248058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1248072.750000 Penalty: 4605.536133
	Iteration 24Q: 3 clusters Score -1248073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1248089.250000 Penalty: 4605.536133
	Iteration 25Q: 3 clusters Score -1248089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1248098.500000 Penalty: 4605.536133
	Iteration 26Q: 3 clusters Score -1248098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1248103.000000 Penalty: 4605.536133
	Iteration 27Q: 3 clusters Score -1248103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1248104.125000 Penalty: 4605.536133
	Iteration 28Q: 3 clusters Score -1248104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1248109.000000 Penalty: 4605.536133
	Iteration 29Q: 3 clusters Score -1248109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1248115.250000 Penalty: 4605.536133
	Iteration 30Q: 3 clusters Score -1248115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1248116.500000 Penalty: 4605.536133
	Iteration 31Q: 3 clusters Score -1248116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1248115.625000 Penalty: 4605.536133
	Iteration 32Q: 3 clusters Score -1248116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1248117.625000 Penalty: 4605.536133
	Iteration 33Q: 3 clusters Score -1248118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1248117.000000 Penalty: 4605.536133
	Iteration 34Q: 3 clusters Score -1248117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1248117.750000 Penalty: 4605.536133
	Iteration 35Q: 3 clusters Score -1248118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1248119.500000 Penalty: 4605.536133
	Iteration 36Q: 3 clusters Score -1248120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1248121.500000 Penalty: 4605.536133
	Iteration 37Q: 3 clusters Score -1248122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1248129.375000 Penalty: 4605.536133
	Iteration 38Q: 3 clusters Score -1248129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1248136.125000 Penalty: 4605.536133
	Iteration 39Q: 3 clusters Score -1248136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1248136.500000 Penalty: 4605.536133
	Iteration 40F: 3 clusters Score -1248136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1248145.000000 Penalty: 4605.536133
	Iteration 41Q: 3 clusters Score -1248145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1248146.250000 Penalty: 4605.536133
	Iteration 42Q: 3 clusters Score -1248146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1248148.375000 Penalty: 4605.536133
	Iteration 43Q: 3 clusters Score -1248148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1248149.125000 Penalty: 4605.536133
	Iteration 44Q: 3 clusters Score -1248149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1248152.375000 Penalty: 4605.536133
	Iteration 45Q: 3 clusters Score -1248152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1248151.250000 Penalty: 4605.536133
	Iteration 46Q: 3 clusters Score -1248151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1248152.875000 Penalty: 4605.536133
	Iteration 47Q: 3 clusters Score -1248153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1248153.375000 Penalty: 4605.536133
	Iteration 48Q: 3 clusters Score -1248153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1248152.625000 Penalty: 4605.536133
	Iteration 49Q: 3 clusters Score -1248153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1248153.625000 Penalty: 4605.536133
	Iteration 50Q: 3 clusters Score -1248154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1248154.250000 Penalty: 4605.536133
	Iteration 51Q: 3 clusters Score -1248154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1248153.125000 Penalty: 4605.536133
	Iteration 52Q: 3 clusters Score -1248153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1248154.500000 Penalty: 4605.536133
	Iteration 53Q: 3 clusters Score -1248154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1248156.125000 Penalty: 4605.536133
	Iteration 54Q: 3 clusters Score -1248156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1248154.375000 Penalty: 4605.536133
	Iteration 55Q: 3 clusters Score -1248154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1248154.000000 Penalty: 4605.536133
	Iteration 56Q: 3 clusters Score -1248154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1248156.000000 Penalty: 4605.536133
	Iteration 57Q: 3 clusters Score -1248156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1248157.000000 Penalty: 4605.536133
	Iteration 58Q: 3 clusters Score -1248157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1248160.375000 Penalty: 4605.536133
	Iteration 59Q: 3 clusters Score -1248160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1248159.750000 Penalty: 4605.536133
	Iteration 60F: 3 clusters Score -1248160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1248159.125000 Penalty: 4605.536133
	Iteration 61Q: 3 clusters Score -1248159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1248162.750000 Penalty: 4605.536133
	Iteration 62Q: 3 clusters Score -1248163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1248162.750000 Penalty: 4605.536133
	Iteration 63F: 3 clusters Score -1248163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -240728.078125 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -240728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237997.140625 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -237997.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -238486.703125 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -238486.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -238631.484375 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -238631.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -238705.906250 Penalty: 3811.880859
	Iteration 3Q: 3 clusters Score -238705.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238754.875000 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -238754.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -238775.421875 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -238775.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -238792.250000 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -238792.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238810.531250 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -238810.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238822.687500 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -238822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238828.750000 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -238828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -238834.968750 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -238835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -238837.375000 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -238837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238839.031250 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -238839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238840.937500 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -238840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238843.156250 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -238843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -238845.078125 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -238845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -238848.984375 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -238849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -238857.718750 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -238857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -238868.703125 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -238868.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -238878.406250 Penalty: 3811.880859
	Iteration 19Q: 3 clusters Score -238878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -238887.000000 Penalty: 3811.880859
	Iteration 20F: 3 clusters Score -238887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -238895.437500 Penalty: 3811.880859
	Iteration 21Q: 3 clusters Score -238895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -238899.671875 Penalty: 3811.880859
	Iteration 22Q: 3 clusters Score -238899.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -238905.609375 Penalty: 3811.880859
	Iteration 23Q: 3 clusters Score -238905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -238909.562500 Penalty: 3811.880859
	Iteration 24Q: 3 clusters Score -238909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -238913.609375 Penalty: 3811.880859
	Iteration 25Q: 3 clusters Score -238913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -238917.421875 Penalty: 3811.880859
	Iteration 26Q: 3 clusters Score -238917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -238918.234375 Penalty: 3811.880859
	Iteration 27Q: 3 clusters Score -238918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -238923.109375 Penalty: 3811.880859
	Iteration 28Q: 3 clusters Score -238923.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -238928.093750 Penalty: 3811.880859
	Iteration 29Q: 3 clusters Score -238928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -238931.312500 Penalty: 3811.880859
	Iteration 30Q: 3 clusters Score -238931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -238936.406250 Penalty: 3811.880859
	Iteration 31Q: 3 clusters Score -238936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -238941.875000 Penalty: 3811.880859
	Iteration 32Q: 3 clusters Score -238941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -238948.703125 Penalty: 3811.880859
	Iteration 33Q: 3 clusters Score -238948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -238959.453125 Penalty: 3811.880859
	Iteration 34Q: 3 clusters Score -238959.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -238968.406250 Penalty: 3811.880859
	Iteration 35Q: 3 clusters Score -238968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -238970.015625 Penalty: 3811.880859
	Iteration 36Q: 3 clusters Score -238970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -238971.937500 Penalty: 3811.880859
	Iteration 37Q: 3 clusters Score -238971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -238974.546875 Penalty: 3811.880859
	Iteration 38Q: 3 clusters Score -238974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -238975.250000 Penalty: 3811.880859
	Iteration 39Q: 3 clusters Score -238975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -238975.828125 Penalty: 3811.880859
	Iteration 40F: 3 clusters Score -238975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -238977.468750 Penalty: 3811.880859
	Iteration 41Q: 3 clusters Score -238977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -238980.468750 Penalty: 3811.880859
	Iteration 42Q: 3 clusters Score -238980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -238983.046875 Penalty: 3811.880859
	Iteration 43Q: 3 clusters Score -238983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -238990.796875 Penalty: 3811.880859
	Iteration 44Q: 3 clusters Score -238990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -238998.859375 Penalty: 3811.880859
	Iteration 45Q: 3 clusters Score -238998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -239007.093750 Penalty: 3811.880859
	Iteration 46Q: 3 clusters Score -239007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -239022.515625 Penalty: 3811.880859
	Iteration 47Q: 3 clusters Score -239022.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -239035.203125 Penalty: 3811.880859
	Iteration 48Q: 3 clusters Score -239035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -239049.781250 Penalty: 3811.880859
	Iteration 49Q: 3 clusters Score -239049.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239067.625000 Penalty: 3811.880859
	Iteration 50Q: 3 clusters Score -239067.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -239083.000000 Penalty: 3811.880859
	Iteration 51Q: 3 clusters Score -239083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -239103.843750 Penalty: 3811.880859
	Iteration 52Q: 3 clusters Score -239103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239124.031250 Penalty: 3811.880859
	Iteration 53Q: 3 clusters Score -239124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -239156.718750 Penalty: 3811.880859
	Iteration 54Q: 3 clusters Score -239156.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -239199.000000 Penalty: 3811.880859
	Iteration 55Q: 3 clusters Score -239199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -239243.015625 Penalty: 3811.880859
	Iteration 56Q: 3 clusters Score -239243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -239284.437500 Penalty: 3811.880859
	Iteration 57Q: 3 clusters Score -239284.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -239330.875000 Penalty: 3811.880859
	Iteration 58Q: 3 clusters Score -239330.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -239351.796875 Penalty: 3811.880859
	Iteration 59Q: 3 clusters Score -239351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -239363.484375 Penalty: 3811.880859
	Iteration 60F: 3 clusters Score -239363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -239371.093750 Penalty: 3811.880859
	Iteration 61Q: 3 clusters Score -239371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -239375.531250 Penalty: 3811.880859
	Iteration 62Q: 3 clusters Score -239375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -239377.937500 Penalty: 3811.880859
	Iteration 63Q: 3 clusters Score -239377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -239380.593750 Penalty: 3811.880859
	Iteration 64Q: 3 clusters Score -239380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -239383.281250 Penalty: 3811.880859
	Iteration 65Q: 3 clusters Score -239383.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -239385.546875 Penalty: 3811.880859
	Iteration 66Q: 3 clusters Score -239385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -239388.484375 Penalty: 3811.880859
	Iteration 67Q: 3 clusters Score -239388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -239389.296875 Penalty: 3811.880859
	Iteration 68Q: 3 clusters Score -239389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -239389.296875 Penalty: 3811.880859
	Iteration 69F: 3 clusters Score -239389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1528029.000000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1528029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1518574.625000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1518575 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1521377.750000 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1521378 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1521745.750000 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1521746 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1522044.625000 Penalty: 4690.422852
	Iteration 3F: 3 clusters Score -1522045 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1522277.625000 Penalty: 4690.422852
	Iteration 4Q: 3 clusters Score -1522278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1522486.750000 Penalty: 4690.422852
	Iteration 5Q: 3 clusters Score -1522487 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1522700.875000 Penalty: 4690.422852
	Iteration 6Q: 3 clusters Score -1522701 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1522939.375000 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1522939 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1523212.000000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1523212 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1523563.250000 Penalty: 4690.422852
	Iteration 9Q: 3 clusters Score -1523563 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1524004.125000 Penalty: 4690.422852
	Iteration 10Q: 3 clusters Score -1524004 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1524455.375000 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1524455 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1524970.375000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1524970 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1525402.250000 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1525402 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1525676.875000 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1525677 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1525847.750000 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1525848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1525953.375000 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1525953 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1526007.500000 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1526008 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1526051.875000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1526052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1526082.000000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1526082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1526098.750000 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1526099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1526111.750000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1526112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1526121.625000 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1526122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1526123.500000 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1526124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1526129.875000 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1526130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1526136.125000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1526136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1526134.875000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1526135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1526135.750000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1526136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1526139.500000 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1526140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1526140.375000 Penalty: 4690.422852
	Iteration 29Q: 3 clusters Score -1526140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1526142.125000 Penalty: 4690.422852
	Iteration 30Q: 3 clusters Score -1526142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1526143.750000 Penalty: 4690.422852
	Iteration 31Q: 3 clusters Score -1526144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1526143.375000 Penalty: 4690.422852
	Iteration 32Q: 3 clusters Score -1526143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1526144.000000 Penalty: 4690.422852
	Iteration 33Q: 3 clusters Score -1526144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1526142.125000 Penalty: 4690.422852
	Iteration 34Q: 3 clusters Score -1526142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1526143.625000 Penalty: 4690.422852
	Iteration 35Q: 3 clusters Score -1526144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1526144.750000 Penalty: 4690.422852
	Iteration 36Q: 3 clusters Score -1526145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1526144.750000 Penalty: 4690.422852
	Iteration 37F: 3 clusters Score -1526145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Entering Unmasked Estep 
Score: -11066491.000000 Penalty: 2837.722168
	Iteration 0F: 2 clusters Score -1.106649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -11004289.000000 Penalty: 5675.444336
	Iteration 0F: 3 clusters Score -1.100429e+07 nChanged 43834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -11029324.000000 Penalty: 5675.444336
	Iteration 1F: 3 clusters Score -1.102932e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -11030160.000000 Penalty: 5675.444336
	Iteration 2Q: 3 clusters Score -1.103016e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -11031495.000000 Penalty: 5675.444336
	Iteration 3Q: 3 clusters Score -1.10315e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -11033595.000000 Penalty: 5675.444336
	Iteration 4Q: 3 clusters Score -1.10336e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -11037318.000000 Penalty: 5675.444336
	Iteration 5F: 3 clusters Score -1.103732e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -11043127.000000 Penalty: 5675.444336
	Iteration 6F: 3 clusters Score -1.104313e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -11050186.000000 Penalty: 5675.444336
	Iteration 7F: 3 clusters Score -1.105019e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -11056330.000000 Penalty: 5675.444336
	Iteration 8F: 3 clusters Score -1.105633e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -11060249.000000 Penalty: 5675.444336
	Iteration 9Q: 3 clusters Score -1.106025e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87449 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -11062236.000000 Penalty: 5675.444336
	Iteration 10Q: 3 clusters Score -1.106224e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -11063157.000000 Penalty: 5675.444336
	Iteration 11Q: 3 clusters Score -1.106316e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -11063480.000000 Penalty: 5675.444336
	Iteration 12Q: 3 clusters Score -1.106348e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -11063654.000000 Penalty: 5675.444336
	Iteration 13Q: 3 clusters Score -1.106365e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -11063792.000000 Penalty: 5675.444336
	Iteration 14Q: 3 clusters Score -1.106379e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -11063906.000000 Penalty: 5675.444336
	Iteration 15Q: 3 clusters Score -1.106391e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -11063917.000000 Penalty: 5675.444336
	Iteration 16Q: 3 clusters Score -1.106392e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11063958.000000 Penalty: 5675.444336
	Iteration 17Q: 3 clusters Score -1.106396e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -11063991.000000 Penalty: 5675.444336
	Iteration 18Q: 3 clusters Score -1.106399e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11064023.000000 Penalty: 5675.444336
	Iteration 19Q: 3 clusters Score -1.106402e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -11064072.000000 Penalty: 5675.444336
	Iteration 20F: 3 clusters Score -1.106407e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -11064107.000000 Penalty: 5675.444336
	Iteration 21Q: 3 clusters Score -1.106411e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11064124.000000 Penalty: 5675.444336
	Iteration 22Q: 3 clusters Score -1.106412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -11064126.000000 Penalty: 5675.444336
	Iteration 23Q: 3 clusters Score -1.106413e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -11064137.000000 Penalty: 5675.444336
	Iteration 24Q: 3 clusters Score -1.106414e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11064142.000000 Penalty: 5675.444336
	Iteration 25Q: 3 clusters Score -1.106414e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -11064145.000000 Penalty: 5675.444336
	Iteration 26Q: 3 clusters Score -1.106414e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11064180.000000 Penalty: 5675.444336
	Iteration 27Q: 3 clusters Score -1.106418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11064192.000000 Penalty: 5675.444336
	Iteration 28Q: 3 clusters Score -1.106419e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -11064209.000000 Penalty: 5675.444336
	Iteration 29Q: 3 clusters Score -1.106421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11064215.000000 Penalty: 5675.444336
	Iteration 30Q: 3 clusters Score -1.106422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11064226.000000 Penalty: 5675.444336
	Iteration 31Q: 3 clusters Score -1.106423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11064245.000000 Penalty: 5675.444336
	Iteration 32Q: 3 clusters Score -1.106424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11064244.000000 Penalty: 5675.444336
	Iteration 33Q: 3 clusters Score -1.106424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11064240.000000 Penalty: 5675.444336
	Iteration 34Q: 3 clusters Score -1.106424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11064240.000000 Penalty: 5675.444336
	Iteration 35Q: 3 clusters Score -1.106424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11064241.000000 Penalty: 5675.444336
	Iteration 36Q: 3 clusters Score -1.106424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11064255.000000 Penalty: 5675.444336
	Iteration 37Q: 3 clusters Score -1.106426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11064252.000000 Penalty: 5675.444336
	Iteration 38Q: 3 clusters Score -1.106425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11064248.000000 Penalty: 5675.444336
	Iteration 39Q: 3 clusters Score -1.106425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11064240.000000 Penalty: 5675.444336
	Iteration 40F: 3 clusters Score -1.106424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11064245.000000 Penalty: 5675.444336
	Iteration 41Q: 3 clusters Score -1.106424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11064247.000000 Penalty: 5675.444336
	Iteration 42Q: 3 clusters Score -1.106425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11064245.000000 Penalty: 5675.444336
	Iteration 43Q: 3 clusters Score -1.106424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11064249.000000 Penalty: 5675.444336
	Iteration 44Q: 3 clusters Score -1.106425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -11064237.000000 Penalty: 5675.444336
	Iteration 45Q: 3 clusters Score -1.106424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11064240.000000 Penalty: 5675.444336
	Iteration 46Q: 3 clusters Score -1.106424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -11064235.000000 Penalty: 5675.444336
	Iteration 47Q: 3 clusters Score -1.106424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11064238.000000 Penalty: 5675.444336
	Iteration 48Q: 3 clusters Score -1.106424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11064235.000000 Penalty: 5675.444336
	Iteration 49Q: 3 clusters Score -1.106424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11064239.000000 Penalty: 5675.444336
	Iteration 50Q: 3 clusters Score -1.106424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11064229.000000 Penalty: 5675.444336
	Iteration 51Q: 3 clusters Score -1.106423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11064224.000000 Penalty: 5675.444336
	Iteration 52Q: 3 clusters Score -1.106422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11064235.000000 Penalty: 5675.444336
	Iteration 53Q: 3 clusters Score -1.106424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11064244.000000 Penalty: 5675.444336
	Iteration 54Q: 3 clusters Score -1.106424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11064269.000000 Penalty: 5675.444336
	Iteration 55Q: 3 clusters Score -1.106427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11064257.000000 Penalty: 5675.444336
	Iteration 56Q: 3 clusters Score -1.106426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11064254.000000 Penalty: 5675.444336
	Iteration 57Q: 3 clusters Score -1.106425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11064270.000000 Penalty: 5675.444336
	Iteration 58Q: 3 clusters Score -1.106427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11064265.000000 Penalty: 5675.444336
	Iteration 59Q: 3 clusters Score -1.106426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11064275.000000 Penalty: 5675.444336
	Iteration 60F: 3 clusters Score -1.106428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11064270.000000 Penalty: 5675.444336
	Iteration 61Q: 3 clusters Score -1.106427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11064263.000000 Penalty: 5675.444336
	Iteration 62Q: 3 clusters Score -1.106426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11064269.000000 Penalty: 5675.444336
	Iteration 63Q: 3 clusters Score -1.106427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11064275.000000 Penalty: 5675.444336
	Iteration 64Q: 3 clusters Score -1.106428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11064288.000000 Penalty: 5675.444336
	Iteration 65Q: 3 clusters Score -1.106429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11064282.000000 Penalty: 5675.444336
	Iteration 66Q: 3 clusters Score -1.106428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11064284.000000 Penalty: 5675.444336
	Iteration 67Q: 3 clusters Score -1.106428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11064278.000000 Penalty: 5675.444336
	Iteration 68Q: 3 clusters Score -1.106428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11064286.000000 Penalty: 5675.444336
	Iteration 69Q: 3 clusters Score -1.106429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11064280.000000 Penalty: 5675.444336
	Iteration 70Q: 3 clusters Score -1.106428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -11064288.000000 Penalty: 5675.444336
	Iteration 71Q: 3 clusters Score -1.106429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11064290.000000 Penalty: 5675.444336
	Iteration 72Q: 3 clusters Score -1.106429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11064281.000000 Penalty: 5675.444336
	Iteration 73Q: 3 clusters Score -1.106428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11064289.000000 Penalty: 5675.444336
	Iteration 74Q: 3 clusters Score -1.106429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11064291.000000 Penalty: 5675.444336
	Iteration 75Q: 3 clusters Score -1.106429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -11064291.000000 Penalty: 5675.444336
	Iteration 76F: 3 clusters Score -1.106429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Entering Unmasked Estep 
Score: -6926492.500000 Penalty: 2722.491943
	Iteration 0F: 2 clusters Score -6926492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -6887273.500000 Penalty: 5444.983887
	Iteration 0F: 3 clusters Score -6887274 nChanged 27075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6902339.000000 Penalty: 5444.983887
	Iteration 1F: 3 clusters Score -6902339 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -6902924.000000 Penalty: 5444.983887
	Iteration 2Q: 3 clusters Score -6902924 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6903700.000000 Penalty: 5444.983887
	Iteration 3Q: 3 clusters Score -6903700 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -6904909.000000 Penalty: 5444.983887
	Iteration 4Q: 3 clusters Score -6904909 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6906891.000000 Penalty: 5444.983887
	Iteration 5F: 3 clusters Score -6906891 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6910269.500000 Penalty: 5444.983887
	Iteration 6F: 3 clusters Score -6910270 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -6914874.000000 Penalty: 5444.983887
	Iteration 7F: 3 clusters Score -6914874 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6919242.000000 Penalty: 5444.983887
	Iteration 8F: 3 clusters Score -6919242 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -6922172.500000 Penalty: 5444.983887
	Iteration 9Q: 3 clusters Score -6922172 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -6923464.000000 Penalty: 5444.983887
	Iteration 10Q: 3 clusters Score -6923464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -6923941.000000 Penalty: 5444.983887
	Iteration 11Q: 3 clusters Score -6923941 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -6924083.000000 Penalty: 5444.983887
	Iteration 12Q: 3 clusters Score -6924083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -6924156.000000 Penalty: 5444.983887
	Iteration 13Q: 3 clusters Score -6924156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -6924189.500000 Penalty: 5444.983887
	Iteration 14Q: 3 clusters Score -6924190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -6924233.500000 Penalty: 5444.983887
	Iteration 15Q: 3 clusters Score -6924234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -6924238.000000 Penalty: 5444.983887
	Iteration 16Q: 3 clusters Score -6924238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -6924245.500000 Penalty: 5444.983887
	Iteration 17Q: 3 clusters Score -6924246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -6924262.500000 Penalty: 5444.983887
	Iteration 18Q: 3 clusters Score -6924262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -6924273.000000 Penalty: 5444.983887
	Iteration 19Q: 3 clusters Score -6924273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6924278.000000 Penalty: 5444.983887
	Iteration 20F: 3 clusters Score -6924278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -6924283.500000 Penalty: 5444.983887
	Iteration 21Q: 3 clusters Score -6924284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6924287.500000 Penalty: 5444.983887
	Iteration 22Q: 3 clusters Score -6924288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -6924293.500000 Penalty: 5444.983887
	Iteration 23Q: 3 clusters Score -6924294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6924295.000000 Penalty: 5444.983887
	Iteration 24Q: 3 clusters Score -6924295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6924293.500000 Penalty: 5444.983887
	Iteration 25Q: 3 clusters Score -6924294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6924299.500000 Penalty: 5444.983887
	Iteration 26Q: 3 clusters Score -6924300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -6924299.500000 Penalty: 5444.983887
	Iteration 27Q: 3 clusters Score -6924300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -6924307.000000 Penalty: 5444.983887
	Iteration 28Q: 3 clusters Score -6924307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -6924310.000000 Penalty: 5444.983887
	Iteration 29Q: 3 clusters Score -6924310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -6924305.500000 Penalty: 5444.983887
	Iteration 30Q: 3 clusters Score -6924306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -6924307.000000 Penalty: 5444.983887
	Iteration 31Q: 3 clusters Score -6924307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -6924313.000000 Penalty: 5444.983887
	Iteration 32Q: 3 clusters Score -6924313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -6924313.500000 Penalty: 5444.983887
	Iteration 33Q: 3 clusters Score -6924314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -6924313.500000 Penalty: 5444.983887
	Iteration 34F: 3 clusters Score -6924314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Entering Unmasked Estep 
Score: -6327792.000000 Penalty: 2698.727051
	Iteration 0F: 2 clusters Score -6327792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6292161.000000 Penalty: 5397.454102
	Iteration 0F: 3 clusters Score -6292161 nChanged 24467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6305376.000000 Penalty: 5397.454102
	Iteration 1F: 3 clusters Score -6305376 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -6306076.500000 Penalty: 5397.454102
	Iteration 2Q: 3 clusters Score -6306076 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6306954.000000 Penalty: 5397.454102
	Iteration 3Q: 3 clusters Score -6306954 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6308243.000000 Penalty: 5397.454102
	Iteration 4F: 3 clusters Score -6308243 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6310276.000000 Penalty: 5397.454102
	Iteration 5F: 3 clusters Score -6310276 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -6313477.500000 Penalty: 5397.454102
	Iteration 6F: 3 clusters Score -6313478 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -6317523.000000 Penalty: 5397.454102
	Iteration 7F: 3 clusters Score -6317523 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6321464.000000 Penalty: 5397.454102
	Iteration 8F: 3 clusters Score -6321464 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6323863.000000 Penalty: 5397.454102
	Iteration 9Q: 3 clusters Score -6323863 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6324891.000000 Penalty: 5397.454102
	Iteration 10Q: 3 clusters Score -6324891 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6325321.000000 Penalty: 5397.454102
	Iteration 11Q: 3 clusters Score -6325321 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6325502.000000 Penalty: 5397.454102
	Iteration 12Q: 3 clusters Score -6325502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6325592.500000 Penalty: 5397.454102
	Iteration 13Q: 3 clusters Score -6325592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6325637.500000 Penalty: 5397.454102
	Iteration 14Q: 3 clusters Score -6325638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6325675.000000 Penalty: 5397.454102
	Iteration 15Q: 3 clusters Score -6325675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6325710.500000 Penalty: 5397.454102
	Iteration 16Q: 3 clusters Score -6325710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6325730.500000 Penalty: 5397.454102
	Iteration 17Q: 3 clusters Score -6325730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6325731.500000 Penalty: 5397.454102
	Iteration 18Q: 3 clusters Score -6325732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6325736.500000 Penalty: 5397.454102
	Iteration 19Q: 3 clusters Score -6325736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6325754.500000 Penalty: 5397.454102
	Iteration 20F: 3 clusters Score -6325754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6325778.500000 Penalty: 5397.454102
	Iteration 21Q: 3 clusters Score -6325778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6325790.000000 Penalty: 5397.454102
	Iteration 22Q: 3 clusters Score -6325790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6325800.500000 Penalty: 5397.454102
	Iteration 23Q: 3 clusters Score -6325800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6325837.500000 Penalty: 5397.454102
	Iteration 24Q: 3 clusters Score -6325838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6325859.500000 Penalty: 5397.454102
	Iteration 25Q: 3 clusters Score -6325860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6325874.000000 Penalty: 5397.454102
	Iteration 26Q: 3 clusters Score -6325874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6325882.500000 Penalty: 5397.454102
	Iteration 27Q: 3 clusters Score -6325882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6325890.000000 Penalty: 5397.454102
	Iteration 28Q: 3 clusters Score -6325890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6325906.000000 Penalty: 5397.454102
	Iteration 29Q: 3 clusters Score -6325906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6325914.000000 Penalty: 5397.454102
	Iteration 30Q: 3 clusters Score -6325914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6325922.000000 Penalty: 5397.454102
	Iteration 31Q: 3 clusters Score -6325922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6325943.500000 Penalty: 5397.454102
	Iteration 32Q: 3 clusters Score -6325944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6325954.000000 Penalty: 5397.454102
	Iteration 33Q: 3 clusters Score -6325954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6325961.000000 Penalty: 5397.454102
	Iteration 34Q: 3 clusters Score -6325961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6325960.000000 Penalty: 5397.454102
	Iteration 35Q: 3 clusters Score -6325960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6325969.500000 Penalty: 5397.454102
	Iteration 36Q: 3 clusters Score -6325970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6325969.000000 Penalty: 5397.454102
	Iteration 37Q: 3 clusters Score -6325969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6325975.500000 Penalty: 5397.454102
	Iteration 38Q: 3 clusters Score -6325976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6325978.000000 Penalty: 5397.454102
	Iteration 39Q: 3 clusters Score -6325978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6325977.000000 Penalty: 5397.454102
	Iteration 40F: 3 clusters Score -6325977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6325981.000000 Penalty: 5397.454102
	Iteration 41Q: 3 clusters Score -6325981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6325980.500000 Penalty: 5397.454102
	Iteration 42Q: 3 clusters Score -6325980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6326000.500000 Penalty: 5397.454102
	Iteration 43Q: 3 clusters Score -6326000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6326000.000000 Penalty: 5397.454102
	Iteration 44Q: 3 clusters Score -6326000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6326005.000000 Penalty: 5397.454102
	Iteration 45Q: 3 clusters Score -6326005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6326017.500000 Penalty: 5397.454102
	Iteration 46Q: 3 clusters Score -6326018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6326014.500000 Penalty: 5397.454102
	Iteration 47Q: 3 clusters Score -6326014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6326014.000000 Penalty: 5397.454102
	Iteration 48Q: 3 clusters Score -6326014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6326018.500000 Penalty: 5397.454102
	Iteration 49Q: 3 clusters Score -6326018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6326012.500000 Penalty: 5397.454102
	Iteration 50Q: 3 clusters Score -6326012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6326017.000000 Penalty: 5397.454102
	Iteration 51Q: 3 clusters Score -6326017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6326023.000000 Penalty: 5397.454102
	Iteration 52Q: 3 clusters Score -6326023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6326019.000000 Penalty: 5397.454102
	Iteration 53Q: 3 clusters Score -6326019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6326017.000000 Penalty: 5397.454102
	Iteration 54Q: 3 clusters Score -6326017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6326009.500000 Penalty: 5397.454102
	Iteration 55Q: 3 clusters Score -6326010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6326018.500000 Penalty: 5397.454102
	Iteration 56Q: 3 clusters Score -6326018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6326031.000000 Penalty: 5397.454102
	Iteration 57Q: 3 clusters Score -6326031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6326028.500000 Penalty: 5397.454102
	Iteration 58Q: 3 clusters Score -6326028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6326027.500000 Penalty: 5397.454102
	Iteration 59Q: 3 clusters Score -6326028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6326030.500000 Penalty: 5397.454102
	Iteration 60F: 3 clusters Score -6326030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6326029.000000 Penalty: 5397.454102
	Iteration 61Q: 3 clusters Score -6326029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6326036.500000 Penalty: 5397.454102
	Iteration 62Q: 3 clusters Score -6326036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6326048.000000 Penalty: 5397.454102
	Iteration 63Q: 3 clusters Score -6326048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6326047.000000 Penalty: 5397.454102
	Iteration 64Q: 3 clusters Score -6326047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6326041.500000 Penalty: 5397.454102
	Iteration 65Q: 3 clusters Score -6326042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6326048.000000 Penalty: 5397.454102
	Iteration 66Q: 3 clusters Score -6326048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6326055.000000 Penalty: 5397.454102
	Iteration 67Q: 3 clusters Score -6326055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6326056.000000 Penalty: 5397.454102
	Iteration 68Q: 3 clusters Score -6326056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6326055.500000 Penalty: 5397.454102
	Iteration 69Q: 3 clusters Score -6326056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6326060.500000 Penalty: 5397.454102
	Iteration 70Q: 3 clusters Score -6326060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6326060.500000 Penalty: 5397.454102
	Iteration 71Q: 3 clusters Score -6326060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6326060.500000 Penalty: 5397.454102
	Iteration 72F: 3 clusters Score -6326060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185152 members 
Entering Unmasked Estep 
Score: -21866564.000000 Penalty: 3007.975098
	Iteration 0F: 2 clusters Score -2.186656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92202 members 
Mstep: Class 2 contains 92950 members 
Entering Unmasked Estep 
Score: -21750690.000000 Penalty: 6015.950195
	Iteration 0F: 3 clusters Score -2.175069e+07 nChanged 88629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -21802932.000000 Penalty: 6015.950195
	Iteration 1F: 3 clusters Score -2.180293e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -21804092.000000 Penalty: 6015.950195
	Iteration 2Q: 3 clusters Score -2.180409e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -21805544.000000 Penalty: 6015.950195
	Iteration 3Q: 3 clusters Score -2.180554e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -21808138.000000 Penalty: 6015.950195
	Iteration 4Q: 3 clusters Score -2.180814e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 117973 members 
Entering Unmasked Estep 
Score: -21812614.000000 Penalty: 6015.950195
	Iteration 5Q: 3 clusters Score -2.181261e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -21820698.000000 Penalty: 6015.950195
	Iteration 6F: 3 clusters Score -2.18207e+07 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -21833914.000000 Penalty: 6015.950195
	Iteration 7F: 3 clusters Score -2.183391e+07 nChanged 16571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -21848598.000000 Penalty: 6015.950195
	Iteration 8F: 3 clusters Score -2.18486e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -21858068.000000 Penalty: 6015.950195
	Iteration 9F: 3 clusters Score -2.185807e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 181867 members 
Entering Unmasked Estep 
Score: -21862174.000000 Penalty: 6015.950195
	Iteration 10Q: 3 clusters Score -2.186217e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 184014 members 
Entering Unmasked Estep 
Score: -21863412.000000 Penalty: 6015.950195
	Iteration 11Q: 3 clusters Score -2.186341e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 184556 members 
Entering Unmasked Estep 
Score: -21863764.000000 Penalty: 6015.950195
	Iteration 12Q: 3 clusters Score -2.186376e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -21863894.000000 Penalty: 6015.950195
	Iteration 13Q: 3 clusters Score -2.186389e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -21863968.000000 Penalty: 6015.950195
	Iteration 14Q: 3 clusters Score -2.186397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 184784 members 
Entering Unmasked Estep 
Score: -21863994.000000 Penalty: 6015.950195
	Iteration 15Q: 3 clusters Score -2.186399e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 184800 members 
Entering Unmasked Estep 
Score: -21864026.000000 Penalty: 6015.950195
	Iteration 16Q: 3 clusters Score -2.186403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 184813 members 
Entering Unmasked Estep 
Score: -21864028.000000 Penalty: 6015.950195
	Iteration 17Q: 3 clusters Score -2.186403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 184825 members 
Entering Unmasked Estep 
Score: -21864058.000000 Penalty: 6015.950195
	Iteration 18Q: 3 clusters Score -2.186406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 184826 members 
Entering Unmasked Estep 
Score: -21864060.000000 Penalty: 6015.950195
	Iteration 19Q: 3 clusters Score -2.186406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -21864082.000000 Penalty: 6015.950195
	Iteration 20F: 3 clusters Score -2.186408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 184827 members 
Entering Unmasked Estep 
Score: -21864100.000000 Penalty: 6015.950195
	Iteration 21Q: 3 clusters Score -2.18641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184831 members 
Entering Unmasked Estep 
Score: -21864102.000000 Penalty: 6015.950195
	Iteration 22Q: 3 clusters Score -2.18641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184833 members 
Entering Unmasked Estep 
Score: -21864094.000000 Penalty: 6015.950195
	Iteration 23Q: 3 clusters Score -2.186409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 184832 members 
Entering Unmasked Estep 
Score: -21864096.000000 Penalty: 6015.950195
	Iteration 24Q: 3 clusters Score -2.18641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 184834 members 
Entering Unmasked Estep 
Score: -21864096.000000 Penalty: 6015.950195
	Iteration 25Q: 3 clusters Score -2.18641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184831 members 
Entering Unmasked Estep 
Score: -21864118.000000 Penalty: 6015.950195
	Iteration 26Q: 3 clusters Score -2.186412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184831 members 
Entering Unmasked Estep 
Score: -21864124.000000 Penalty: 6015.950195
	Iteration 27Q: 3 clusters Score -2.186412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184831 members 
Entering Unmasked Estep 
Score: -21864124.000000 Penalty: 6015.950195
	Iteration 28F: 3 clusters Score -2.186412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -103884.875000 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -103884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102001.757812 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -102001.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102345.585938 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -102345.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102501.046875 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -102501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102613.054688 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -102613.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -102682.031250 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -102682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102717.914062 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -102717.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -102744.929688 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -102744.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102775.671875 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -102775.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102792.421875 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -102792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -102806.062500 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -102806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102813.750000 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -102813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102820.109375 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -102820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102824.460938 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -102824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102825.773438 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -102825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102826.937500 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -102826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102827.968750 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -102828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102829.007812 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -102829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102829.007812 Penalty: 3420.258789
	Iteration 17F: 3 clusters Score -102829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (243624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243624 members 
Entering Unmasked Estep 
Score: -28592944.000000 Penalty: 3076.038574
	Iteration 0F: 2 clusters Score -2.859294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 122140 members 
Entering Unmasked Estep 
Score: -28441490.000000 Penalty: 6152.077148
	Iteration 0F: 3 clusters Score -2.844149e+07 nChanged 117508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -28510206.000000 Penalty: 6152.077148
	Iteration 1F: 3 clusters Score -2.851021e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -28511806.000000 Penalty: 6152.077148
	Iteration 2Q: 3 clusters Score -2.851181e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -28514390.000000 Penalty: 6152.077148
	Iteration 3Q: 3 clusters Score -2.851439e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 150560 members 
Entering Unmasked Estep 
Score: -28518934.000000 Penalty: 6152.077148
	Iteration 4Q: 3 clusters Score -2.851893e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -28527854.000000 Penalty: 6152.077148
	Iteration 5F: 3 clusters Score -2.852785e+07 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 187092 members 
Entering Unmasked Estep 
Score: -28542554.000000 Penalty: 6152.077148
	Iteration 6F: 3 clusters Score -2.854255e+07 nChanged 23707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 210797 members 
Entering Unmasked Estep 
Score: -28561144.000000 Penalty: 6152.077148
	Iteration 7F: 3 clusters Score -2.856114e+07 nChanged 19007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 229804 members 
Entering Unmasked Estep 
Score: -28577358.000000 Penalty: 6152.077148
	Iteration 8F: 3 clusters Score -2.857736e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 239414 members 
Entering Unmasked Estep 
Score: -28585910.000000 Penalty: 6152.077148
	Iteration 9Q: 3 clusters Score -2.858591e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 242570 members 
Entering Unmasked Estep 
Score: -28588960.000000 Penalty: 6152.077148
	Iteration 10Q: 3 clusters Score -2.858896e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 243241 members 
Entering Unmasked Estep 
Score: -28589688.000000 Penalty: 6152.077148
	Iteration 11Q: 3 clusters Score -2.858969e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243372 members 
Entering Unmasked Estep 
Score: -28589892.000000 Penalty: 6152.077148
	Iteration 12Q: 3 clusters Score -2.858989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243414 members 
Entering Unmasked Estep 
Score: -28589988.000000 Penalty: 6152.077148
	Iteration 13Q: 3 clusters Score -2.858999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 243428 members 
Entering Unmasked Estep 
Score: -28590032.000000 Penalty: 6152.077148
	Iteration 14Q: 3 clusters Score -2.859003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243432 members 
Entering Unmasked Estep 
Score: -28590070.000000 Penalty: 6152.077148
	Iteration 15Q: 3 clusters Score -2.859007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243436 members 
Entering Unmasked Estep 
Score: -28590070.000000 Penalty: 6152.077148
	Iteration 16Q: 3 clusters Score -2.859007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 243441 members 
Entering Unmasked Estep 
Score: -28590090.000000 Penalty: 6152.077148
	Iteration 17Q: 3 clusters Score -2.859009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243443 members 
Entering Unmasked Estep 
Score: -28590116.000000 Penalty: 6152.077148
	Iteration 18Q: 3 clusters Score -2.859012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 243445 members 
Entering Unmasked Estep 
Score: -28590110.000000 Penalty: 6152.077148
	Iteration 19Q: 3 clusters Score -2.859011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243449 members 
Entering Unmasked Estep 
Score: -28590112.000000 Penalty: 6152.077148
	Iteration 20F: 3 clusters Score -2.859011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243450 members 
Entering Unmasked Estep 
Score: -28590136.000000 Penalty: 6152.077148
	Iteration 21Q: 3 clusters Score -2.859014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 243450 members 
Entering Unmasked Estep 
Score: -28590136.000000 Penalty: 6152.077148
	Iteration 22F: 3 clusters Score -2.859014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80689 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189688 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 44076 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 16 contains 93193 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53208 members 
Mstep: Class 20 contains 185152 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052592.000000 Penalty: 54895.289062
Iteration 199Q: 17 clusters Score -1.180526e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80582 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189673 members 
Mstep: Class 5 contains 20801 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 16 contains 93243 members 
Mstep: Class 18 contains 58557 members 
Mstep: Class 19 contains 53211 members 
Mstep: Class 20 contains 185151 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052528.000000 Penalty: 54895.289062
Iteration 200F: 17 clusters Score -1.180525e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80447 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189655 members 
Mstep: Class 5 contains 20821 members 
Mstep: Class 6 contains 44071 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 16 contains 93286 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53212 members 
Mstep: Class 20 contains 185170 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 201Q: 17 clusters Score -1.180526e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80320 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189655 members 
Mstep: Class 5 contains 20826 members 
Mstep: Class 6 contains 44067 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 16 contains 93312 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53222 members 
Mstep: Class 20 contains 185177 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052496.000000 Penalty: 54895.289062
Iteration 202Q: 17 clusters Score -1.180525e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80206 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189654 members 
Mstep: Class 5 contains 20832 members 
Mstep: Class 6 contains 44073 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 16 contains 93342 members 
Mstep: Class 18 contains 58560 members 
Mstep: Class 19 contains 53229 members 
Mstep: Class 20 contains 185190 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 23 contains 243896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052536.000000 Penalty: 54895.289062
Iteration 203Q: 17 clusters Score -1.180525e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 80086 members 
Mstep: Class 3 contains 685 members 
Mstep: Class 4 contains 189657 members 
Mstep: Class 5 contains 20841 members 
Mstep: Class 6 contains 44077 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12780 members 
Mstep: Class 16 contains 93371 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53235 members 
Mstep: Class 20 contains 185200 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 23 contains 243959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052504.000000 Penalty: 54895.289062
Iteration 204Q: 17 clusters Score -1.180525e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 79971 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 189652 members 
Mstep: Class 5 contains 20842 members 
Mstep: Class 6 contains 44080 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 16 contains 93389 members 
Mstep: Class 18 contains 58558 members 
Mstep: Class 19 contains 53245 members 
Mstep: Class 20 contains 185222 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 23 contains 244022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052472.000000 Penalty: 54895.289062
Iteration 205Q: 17 clusters Score -1.180525e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 189644 members 
Mstep: Class 5 contains 20852 members 
Mstep: Class 6 contains 44075 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 16 contains 93401 members 
Mstep: Class 18 contains 58558 members 
Mstep: Class 19 contains 53250 members 
Mstep: Class 20 contains 185250 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 244090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052480.000000 Penalty: 54895.289062
Iteration 206Q: 17 clusters Score -1.180525e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 79749 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189634 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 16 contains 93417 members 
Mstep: Class 18 contains 58562 members 
Mstep: Class 19 contains 53258 members 
Mstep: Class 20 contains 185272 members 
Mstep: Class 21 contains 991 members 
Mstep: Class 23 contains 244150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 207Q: 17 clusters Score -1.180526e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 79640 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189635 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 44078 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 16 contains 93443 members 
Mstep: Class 18 contains 58560 members 
Mstep: Class 19 contains 53262 members 
Mstep: Class 20 contains 185290 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 23 contains 244215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052728.000000 Penalty: 54895.289062
Iteration 208Q: 17 clusters Score -1.180527e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 79526 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189638 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 44076 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 16 contains 93469 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53263 members 
Mstep: Class 20 contains 185318 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052752.000000 Penalty: 54895.289062
Iteration 209Q: 17 clusters Score -1.180528e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79405 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189636 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 44075 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 16 contains 93503 members 
Mstep: Class 18 contains 58559 members 
Mstep: Class 19 contains 53266 members 
Mstep: Class 20 contains 185341 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052688.000000 Penalty: 54895.289062
Iteration 210Q: 17 clusters Score -1.180527e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79311 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189630 members 
Mstep: Class 5 contains 20864 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 16 contains 93527 members 
Mstep: Class 18 contains 58555 members 
Mstep: Class 19 contains 53263 members 
Mstep: Class 20 contains 185367 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052552.000000 Penalty: 54895.289062
Iteration 211Q: 17 clusters Score -1.180526e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79225 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189618 members 
Mstep: Class 5 contains 20867 members 
Mstep: Class 6 contains 44078 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 16 contains 93549 members 
Mstep: Class 18 contains 58556 members 
Mstep: Class 19 contains 53272 members 
Mstep: Class 20 contains 185375 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052440.000000 Penalty: 54895.289062
Iteration 212Q: 17 clusters Score -1.180524e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79158 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189606 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 44075 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 16 contains 93560 members 
Mstep: Class 18 contains 58556 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 185394 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 213Q: 17 clusters Score -1.180525e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79101 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189608 members 
Mstep: Class 5 contains 20871 members 
Mstep: Class 6 contains 44072 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 16 contains 93568 members 
Mstep: Class 18 contains 58553 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 185393 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052520.000000 Penalty: 54895.289062
Iteration 214Q: 17 clusters Score -1.180525e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 79042 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189607 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 44069 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 16 contains 93574 members 
Mstep: Class 18 contains 58552 members 
Mstep: Class 19 contains 53272 members 
Mstep: Class 20 contains 185402 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052544.000000 Penalty: 54895.289062
Iteration 215Q: 17 clusters Score -1.180525e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78981 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189596 members 
Mstep: Class 5 contains 20882 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 16 contains 93589 members 
Mstep: Class 18 contains 58548 members 
Mstep: Class 19 contains 53266 members 
Mstep: Class 20 contains 185412 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 244629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 216Q: 17 clusters Score -1.180526e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78920 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189593 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 16 contains 93599 members 
Mstep: Class 18 contains 58544 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 185410 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052640.000000 Penalty: 54895.289062
Iteration 217Q: 17 clusters Score -1.180526e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78860 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189595 members 
Mstep: Class 5 contains 20888 members 
Mstep: Class 6 contains 44068 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 16 contains 93604 members 
Mstep: Class 18 contains 58544 members 
Mstep: Class 19 contains 53278 members 
Mstep: Class 20 contains 185409 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052520.000000 Penalty: 54895.289062
Iteration 218Q: 17 clusters Score -1.180525e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78811 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189597 members 
Mstep: Class 5 contains 20890 members 
Mstep: Class 6 contains 44071 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 16 contains 93616 members 
Mstep: Class 18 contains 58545 members 
Mstep: Class 19 contains 53279 members 
Mstep: Class 20 contains 185407 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052592.000000 Penalty: 54895.289062
Iteration 219Q: 17 clusters Score -1.180526e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78761 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189599 members 
Mstep: Class 5 contains 20895 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 16 contains 93624 members 
Mstep: Class 18 contains 58545 members 
Mstep: Class 19 contains 53281 members 
Mstep: Class 20 contains 185403 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052576.000000 Penalty: 54895.289062
Iteration 220F: 17 clusters Score -1.180526e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78716 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189598 members 
Mstep: Class 5 contains 20897 members 
Mstep: Class 6 contains 44068 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 93629 members 
Mstep: Class 18 contains 58545 members 
Mstep: Class 19 contains 53281 members 
Mstep: Class 20 contains 185406 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052536.000000 Penalty: 54895.289062
Iteration 221Q: 17 clusters Score -1.180525e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78656 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189601 members 
Mstep: Class 5 contains 20898 members 
Mstep: Class 6 contains 44073 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 16 contains 93630 members 
Mstep: Class 18 contains 58548 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 185413 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052576.000000 Penalty: 54895.289062
Iteration 222Q: 17 clusters Score -1.180526e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78588 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189602 members 
Mstep: Class 5 contains 20901 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 16 contains 93637 members 
Mstep: Class 18 contains 58551 members 
Mstep: Class 19 contains 53275 members 
Mstep: Class 20 contains 185415 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052664.000000 Penalty: 54895.289062
Iteration 223Q: 17 clusters Score -1.180527e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78513 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189608 members 
Mstep: Class 5 contains 20908 members 
Mstep: Class 6 contains 44078 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 16 contains 93641 members 
Mstep: Class 18 contains 58551 members 
Mstep: Class 19 contains 53274 members 
Mstep: Class 20 contains 185423 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 244977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052728.000000 Penalty: 54895.289062
Iteration 224Q: 17 clusters Score -1.180527e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78432 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189622 members 
Mstep: Class 5 contains 20912 members 
Mstep: Class 6 contains 44078 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 16 contains 93647 members 
Mstep: Class 18 contains 58553 members 
Mstep: Class 19 contains 53279 members 
Mstep: Class 20 contains 185429 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 245019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052800.000000 Penalty: 54895.289062
Iteration 225Q: 17 clusters Score -1.180528e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78350 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189633 members 
Mstep: Class 5 contains 20920 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 16 contains 93655 members 
Mstep: Class 18 contains 58552 members 
Mstep: Class 19 contains 53285 members 
Mstep: Class 20 contains 185439 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 245056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052736.000000 Penalty: 54895.289062
Iteration 226Q: 17 clusters Score -1.180527e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78273 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189637 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 16 contains 93672 members 
Mstep: Class 18 contains 58551 members 
Mstep: Class 19 contains 53289 members 
Mstep: Class 20 contains 185454 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 245092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052800.000000 Penalty: 54895.289062
Iteration 227Q: 17 clusters Score -1.180528e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78204 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189646 members 
Mstep: Class 5 contains 20930 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 16 contains 93685 members 
Mstep: Class 18 contains 58552 members 
Mstep: Class 19 contains 53287 members 
Mstep: Class 20 contains 185466 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 245114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052736.000000 Penalty: 54895.289062
Iteration 228Q: 17 clusters Score -1.180527e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78140 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189654 members 
Mstep: Class 5 contains 20935 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 16 contains 93698 members 
Mstep: Class 18 contains 58550 members 
Mstep: Class 19 contains 53287 members 
Mstep: Class 20 contains 185472 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 245143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052672.000000 Penalty: 54895.289062
Iteration 229Q: 17 clusters Score -1.180527e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 78067 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189666 members 
Mstep: Class 5 contains 20938 members 
Mstep: Class 6 contains 44092 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 93711 members 
Mstep: Class 18 contains 58550 members 
Mstep: Class 19 contains 53285 members 
Mstep: Class 20 contains 185478 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052640.000000 Penalty: 54895.289062
Iteration 230Q: 17 clusters Score -1.180526e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77987 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 93721 members 
Mstep: Class 18 contains 58550 members 
Mstep: Class 19 contains 53288 members 
Mstep: Class 20 contains 185488 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052680.000000 Penalty: 54895.289062
Iteration 231Q: 17 clusters Score -1.180527e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77906 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189679 members 
Mstep: Class 5 contains 20945 members 
Mstep: Class 6 contains 44093 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 93726 members 
Mstep: Class 18 contains 58550 members 
Mstep: Class 19 contains 53283 members 
Mstep: Class 20 contains 185499 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052640.000000 Penalty: 54895.289062
Iteration 232Q: 17 clusters Score -1.180526e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77819 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189693 members 
Mstep: Class 5 contains 20938 members 
Mstep: Class 6 contains 44097 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 93732 members 
Mstep: Class 18 contains 58553 members 
Mstep: Class 19 contains 53282 members 
Mstep: Class 20 contains 185521 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052544.000000 Penalty: 54895.289062
Iteration 233Q: 17 clusters Score -1.180525e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77743 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189710 members 
Mstep: Class 5 contains 20938 members 
Mstep: Class 6 contains 44095 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 93739 members 
Mstep: Class 18 contains 58553 members 
Mstep: Class 19 contains 53287 members 
Mstep: Class 20 contains 185529 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052616.000000 Penalty: 54895.289062
Iteration 234Q: 17 clusters Score -1.180526e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77680 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189710 members 
Mstep: Class 5 contains 20941 members 
Mstep: Class 6 contains 44095 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 93753 members 
Mstep: Class 18 contains 58554 members 
Mstep: Class 19 contains 53287 members 
Mstep: Class 20 contains 185538 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052616.000000 Penalty: 54895.289062
Iteration 235Q: 17 clusters Score -1.180526e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77607 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189709 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 44096 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 93764 members 
Mstep: Class 18 contains 58552 members 
Mstep: Class 19 contains 53293 members 
Mstep: Class 20 contains 185552 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 236Q: 17 clusters Score -1.180526e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77529 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189719 members 
Mstep: Class 5 contains 20942 members 
Mstep: Class 6 contains 44095 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 16 contains 93777 members 
Mstep: Class 18 contains 58547 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 185571 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052664.000000 Penalty: 54895.289062
Iteration 237Q: 17 clusters Score -1.180527e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77462 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189716 members 
Mstep: Class 5 contains 20950 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 16 contains 93790 members 
Mstep: Class 18 contains 58544 members 
Mstep: Class 19 contains 53294 members 
Mstep: Class 20 contains 185574 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052632.000000 Penalty: 54895.289062
Iteration 238Q: 17 clusters Score -1.180526e+08 nChanged 143
Entering ConstructFrom: 
Score: -118052632.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2261435.500000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2261436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2247700.500000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2247700 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2252392.250000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2252392 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2253022.500000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2253022 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2253719.000000 Penalty: 4897.609863
	Iteration 3F: 3 clusters Score -2253719 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2254566.250000 Penalty: 4897.609863
	Iteration 4F: 3 clusters Score -2254566 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2255580.250000 Penalty: 4897.609863
	Iteration 5F: 3 clusters Score -2255580 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2256619.000000 Penalty: 4897.609863
	Iteration 6F: 3 clusters Score -2256619 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2257563.250000 Penalty: 4897.609863
	Iteration 7F: 3 clusters Score -2257563 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2258280.750000 Penalty: 4897.609863
	Iteration 8F: 3 clusters Score -2258281 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2258777.750000 Penalty: 4897.609863
	Iteration 9Q: 3 clusters Score -2258778 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2259116.750000 Penalty: 4897.609863
	Iteration 10Q: 3 clusters Score -2259117 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2259341.000000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2259341 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2259487.000000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2259487 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2259600.250000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2259600 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2259685.000000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2259685 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2259753.500000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2259754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2259804.000000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2259804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2259877.500000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2259878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2259937.500000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2259938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2259986.500000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2259986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2260040.000000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2260040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2260106.000000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2260106 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2260149.000000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2260149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2260169.250000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2260169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2260200.750000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2260201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2260221.750000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2260222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2260238.500000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2260238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2260249.000000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2260249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2260256.250000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2260256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2260261.000000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2260261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2260262.750000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2260263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2260265.250000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2260265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2260267.500000 Penalty: 4897.609863
	Iteration 32Q: 3 clusters Score -2260268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2260270.750000 Penalty: 4897.609863
	Iteration 33Q: 3 clusters Score -2260271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2260272.000000 Penalty: 4897.609863
	Iteration 34Q: 3 clusters Score -2260272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2260272.000000 Penalty: 4897.609863
	Iteration 35F: 3 clusters Score -2260272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Entering Unmasked Estep 
Score: -9195253.000000 Penalty: 2791.691406
	Iteration 0F: 2 clusters Score -9195253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -9143402.000000 Penalty: 5583.382812
	Iteration 0F: 3 clusters Score -9143402 nChanged 36361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9164200.000000 Penalty: 5583.382812
	Iteration 1F: 3 clusters Score -9164200 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -9165220.000000 Penalty: 5583.382812
	Iteration 2Q: 3 clusters Score -9165220 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -9166702.000000 Penalty: 5583.382812
	Iteration 3Q: 3 clusters Score -9166702 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -9169077.000000 Penalty: 5583.382812
	Iteration 4F: 3 clusters Score -9169077 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -9172865.000000 Penalty: 5583.382812
	Iteration 5F: 3 clusters Score -9172865 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -9178008.000000 Penalty: 5583.382812
	Iteration 6F: 3 clusters Score -9178008 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -9183537.000000 Penalty: 5583.382812
	Iteration 7F: 3 clusters Score -9183537 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -9187648.000000 Penalty: 5583.382812
	Iteration 8F: 3 clusters Score -9187648 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -9189720.000000 Penalty: 5583.382812
	Iteration 9Q: 3 clusters Score -9189720 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -9190669.000000 Penalty: 5583.382812
	Iteration 10Q: 3 clusters Score -9190669 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -9191209.000000 Penalty: 5583.382812
	Iteration 11Q: 3 clusters Score -9191209 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -9191530.000000 Penalty: 5583.382812
	Iteration 12Q: 3 clusters Score -9191530 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -9191780.000000 Penalty: 5583.382812
	Iteration 13Q: 3 clusters Score -9191780 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -9192009.000000 Penalty: 5583.382812
	Iteration 14Q: 3 clusters Score -9192009 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -9192183.000000 Penalty: 5583.382812
	Iteration 15Q: 3 clusters Score -9192183 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -9192320.000000 Penalty: 5583.382812
	Iteration 16Q: 3 clusters Score -9192320 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -9192460.000000 Penalty: 5583.382812
	Iteration 17Q: 3 clusters Score -9192460 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9192631.000000 Penalty: 5583.382812
	Iteration 18Q: 3 clusters Score -9192631 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -9192690.000000 Penalty: 5583.382812
	Iteration 19Q: 3 clusters Score -9192690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -9192769.000000 Penalty: 5583.382812
	Iteration 20F: 3 clusters Score -9192769 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -9192820.000000 Penalty: 5583.382812
	Iteration 21Q: 3 clusters Score -9192820 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -9192839.000000 Penalty: 5583.382812
	Iteration 22Q: 3 clusters Score -9192839 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -9192923.000000 Penalty: 5583.382812
	Iteration 23Q: 3 clusters Score -9192923 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -9192958.000000 Penalty: 5583.382812
	Iteration 24Q: 3 clusters Score -9192958 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -9192991.000000 Penalty: 5583.382812
	Iteration 25Q: 3 clusters Score -9192991 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9193024.000000 Penalty: 5583.382812
	Iteration 26Q: 3 clusters Score -9193024 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -9193070.000000 Penalty: 5583.382812
	Iteration 27Q: 3 clusters Score -9193070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -9193097.000000 Penalty: 5583.382812
	Iteration 28Q: 3 clusters Score -9193097 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9193107.000000 Penalty: 5583.382812
	Iteration 29Q: 3 clusters Score -9193107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9193129.000000 Penalty: 5583.382812
	Iteration 30Q: 3 clusters Score -9193129 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9193169.000000 Penalty: 5583.382812
	Iteration 31Q: 3 clusters Score -9193169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9193223.000000 Penalty: 5583.382812
	Iteration 32Q: 3 clusters Score -9193223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9193261.000000 Penalty: 5583.382812
	Iteration 33Q: 3 clusters Score -9193261 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9193289.000000 Penalty: 5583.382812
	Iteration 34Q: 3 clusters Score -9193289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9193280.000000 Penalty: 5583.382812
	Iteration 35Q: 3 clusters Score -9193280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9193300.000000 Penalty: 5583.382812
	Iteration 36Q: 3 clusters Score -9193300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -9193310.000000 Penalty: 5583.382812
	Iteration 37Q: 3 clusters Score -9193310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9193318.000000 Penalty: 5583.382812
	Iteration 38Q: 3 clusters Score -9193318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9193342.000000 Penalty: 5583.382812
	Iteration 39Q: 3 clusters Score -9193342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74349 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9193344.000000 Penalty: 5583.382812
	Iteration 40F: 3 clusters Score -9193344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9193355.000000 Penalty: 5583.382812
	Iteration 41Q: 3 clusters Score -9193355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9193363.000000 Penalty: 5583.382812
	Iteration 42Q: 3 clusters Score -9193363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9193396.000000 Penalty: 5583.382812
	Iteration 43Q: 3 clusters Score -9193396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9193413.000000 Penalty: 5583.382812
	Iteration 44Q: 3 clusters Score -9193413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -9193428.000000 Penalty: 5583.382812
	Iteration 45Q: 3 clusters Score -9193428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -9193445.000000 Penalty: 5583.382812
	Iteration 46Q: 3 clusters Score -9193445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9193449.000000 Penalty: 5583.382812
	Iteration 47Q: 3 clusters Score -9193449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9193447.000000 Penalty: 5583.382812
	Iteration 48Q: 3 clusters Score -9193447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9193460.000000 Penalty: 5583.382812
	Iteration 49Q: 3 clusters Score -9193460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9193452.000000 Penalty: 5583.382812
	Iteration 50Q: 3 clusters Score -9193452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9193448.000000 Penalty: 5583.382812
	Iteration 51Q: 3 clusters Score -9193448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9193457.000000 Penalty: 5583.382812
	Iteration 52Q: 3 clusters Score -9193457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9193459.000000 Penalty: 5583.382812
	Iteration 53Q: 3 clusters Score -9193459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9193473.000000 Penalty: 5583.382812
	Iteration 54Q: 3 clusters Score -9193473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9193496.000000 Penalty: 5583.382812
	Iteration 55Q: 3 clusters Score -9193496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9193517.000000 Penalty: 5583.382812
	Iteration 56Q: 3 clusters Score -9193517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9193510.000000 Penalty: 5583.382812
	Iteration 57Q: 3 clusters Score -9193510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9193514.000000 Penalty: 5583.382812
	Iteration 58Q: 3 clusters Score -9193514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9193512.000000 Penalty: 5583.382812
	Iteration 59Q: 3 clusters Score -9193512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9193523.000000 Penalty: 5583.382812
	Iteration 60F: 3 clusters Score -9193523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9193522.000000 Penalty: 5583.382812
	Iteration 61Q: 3 clusters Score -9193522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9193538.000000 Penalty: 5583.382812
	Iteration 62Q: 3 clusters Score -9193538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9193545.000000 Penalty: 5583.382812
	Iteration 63Q: 3 clusters Score -9193545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9193541.000000 Penalty: 5583.382812
	Iteration 64Q: 3 clusters Score -9193541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9193535.000000 Penalty: 5583.382812
	Iteration 65Q: 3 clusters Score -9193535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9193543.000000 Penalty: 5583.382812
	Iteration 66Q: 3 clusters Score -9193543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9193543.000000 Penalty: 5583.382812
	Iteration 67Q: 3 clusters Score -9193543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9193540.000000 Penalty: 5583.382812
	Iteration 68Q: 3 clusters Score -9193540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9193546.000000 Penalty: 5583.382812
	Iteration 69Q: 3 clusters Score -9193546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9193552.000000 Penalty: 5583.382812
	Iteration 70Q: 3 clusters Score -9193552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9193550.000000 Penalty: 5583.382812
	Iteration 71Q: 3 clusters Score -9193550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9193554.000000 Penalty: 5583.382812
	Iteration 72Q: 3 clusters Score -9193554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9193546.000000 Penalty: 5583.382812
	Iteration 73Q: 3 clusters Score -9193546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9193534.000000 Penalty: 5583.382812
	Iteration 74Q: 3 clusters Score -9193534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9193542.000000 Penalty: 5583.382812
	Iteration 75Q: 3 clusters Score -9193542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9193550.000000 Penalty: 5583.382812
	Iteration 76Q: 3 clusters Score -9193550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9193547.000000 Penalty: 5583.382812
	Iteration 77Q: 3 clusters Score -9193547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9193546.000000 Penalty: 5583.382812
	Iteration 78Q: 3 clusters Score -9193546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9193542.000000 Penalty: 5583.382812
	Iteration 79Q: 3 clusters Score -9193542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9193540.000000 Penalty: 5583.382812
	Iteration 80F: 3 clusters Score -9193540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -72143.296875 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -72143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70580.757812 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -70580.76 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70955.507812 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -70955.51 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71230.734375 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -71230.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -71464.554688 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -71464.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71598.632812 Penalty: 3236.414795
	Iteration 4F: 3 clusters Score -71598.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71644.414062 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -71644.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71669.562500 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -71669.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -71693.804688 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -71693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -71702.882812 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -71702.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -71708.609375 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -71708.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -71713.687500 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -71713.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -71717.234375 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -71717.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -71717.234375 Penalty: 3236.414795
	Iteration 12F: 3 clusters Score -71717.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189712 members 
Entering Unmasked Estep 
Score: -22521580.000000 Penalty: 3014.009033
	Iteration 0F: 2 clusters Score -2.252158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -22408514.000000 Penalty: 6028.018066
	Iteration 0F: 3 clusters Score -2.240851e+07 nChanged 91134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94624 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -22462092.000000 Penalty: 6028.018066
	Iteration 1F: 3 clusters Score -2.246209e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -22462878.000000 Penalty: 6028.018066
	Iteration 2Q: 3 clusters Score -2.246288e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -22463714.000000 Penalty: 6028.018066
	Iteration 3Q: 3 clusters Score -2.246371e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -22464440.000000 Penalty: 6028.018066
	Iteration 4Q: 3 clusters Score -2.246444e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -22465700.000000 Penalty: 6028.018066
	Iteration 5Q: 3 clusters Score -2.24657e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -22467678.000000 Penalty: 6028.018066
	Iteration 6Q: 3 clusters Score -2.246768e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -22470690.000000 Penalty: 6028.018066
	Iteration 7Q: 3 clusters Score -2.247069e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -22475722.000000 Penalty: 6028.018066
	Iteration 8Q: 3 clusters Score -2.247572e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -22482514.000000 Penalty: 6028.018066
	Iteration 9F: 3 clusters Score -2.248251e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -22491318.000000 Penalty: 6028.018066
	Iteration 10F: 3 clusters Score -2.249132e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -22499092.000000 Penalty: 6028.018066
	Iteration 11F: 3 clusters Score -2.249909e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -22503270.000000 Penalty: 6028.018066
	Iteration 12F: 3 clusters Score -2.250327e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -22504752.000000 Penalty: 6028.018066
	Iteration 13Q: 3 clusters Score -2.250475e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 110774 members 
Entering Unmasked Estep 
Score: -22505302.000000 Penalty: 6028.018066
	Iteration 14Q: 3 clusters Score -2.25053e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -22505676.000000 Penalty: 6028.018066
	Iteration 15Q: 3 clusters Score -2.250568e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -22506076.000000 Penalty: 6028.018066
	Iteration 16Q: 3 clusters Score -2.250608e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 113503 members 
Entering Unmasked Estep 
Score: -22506538.000000 Penalty: 6028.018066
	Iteration 17Q: 3 clusters Score -2.250654e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -22506858.000000 Penalty: 6028.018066
	Iteration 18Q: 3 clusters Score -2.250686e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -22507026.000000 Penalty: 6028.018066
	Iteration 19Q: 3 clusters Score -2.250703e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 116284 members 
Entering Unmasked Estep 
Score: -22507256.000000 Penalty: 6028.018066
	Iteration 20F: 3 clusters Score -2.250726e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -22507540.000000 Penalty: 6028.018066
	Iteration 21Q: 3 clusters Score -2.250754e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 118200 members 
Entering Unmasked Estep 
Score: -22507792.000000 Penalty: 6028.018066
	Iteration 22Q: 3 clusters Score -2.250779e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -22508182.000000 Penalty: 6028.018066
	Iteration 23Q: 3 clusters Score -2.250818e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -22508526.000000 Penalty: 6028.018066
	Iteration 24Q: 3 clusters Score -2.250853e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -22508900.000000 Penalty: 6028.018066
	Iteration 25Q: 3 clusters Score -2.25089e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -22509342.000000 Penalty: 6028.018066
	Iteration 26Q: 3 clusters Score -2.250934e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -22509716.000000 Penalty: 6028.018066
	Iteration 27Q: 3 clusters Score -2.250972e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 125542 members 
Entering Unmasked Estep 
Score: -22510110.000000 Penalty: 6028.018066
	Iteration 28Q: 3 clusters Score -2.251011e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -22510492.000000 Penalty: 6028.018066
	Iteration 29Q: 3 clusters Score -2.251049e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -22510870.000000 Penalty: 6028.018066
	Iteration 30Q: 3 clusters Score -2.251087e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -22511154.000000 Penalty: 6028.018066
	Iteration 31Q: 3 clusters Score -2.251115e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 132569 members 
Entering Unmasked Estep 
Score: -22511534.000000 Penalty: 6028.018066
	Iteration 32Q: 3 clusters Score -2.251153e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -22512070.000000 Penalty: 6028.018066
	Iteration 33Q: 3 clusters Score -2.251207e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 136724 members 
Entering Unmasked Estep 
Score: -22512708.000000 Penalty: 6028.018066
	Iteration 34Q: 3 clusters Score -2.251271e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 139006 members 
Entering Unmasked Estep 
Score: -22513224.000000 Penalty: 6028.018066
	Iteration 35Q: 3 clusters Score -2.251322e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -22513840.000000 Penalty: 6028.018066
	Iteration 36Q: 3 clusters Score -2.251384e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -22514316.000000 Penalty: 6028.018066
	Iteration 37Q: 3 clusters Score -2.251432e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -22514942.000000 Penalty: 6028.018066
	Iteration 38Q: 3 clusters Score -2.251494e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -22515510.000000 Penalty: 6028.018066
	Iteration 39Q: 3 clusters Score -2.251551e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 152407 members 
Entering Unmasked Estep 
Score: -22516178.000000 Penalty: 6028.018066
	Iteration 40F: 3 clusters Score -2.251618e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -22516682.000000 Penalty: 6028.018066
	Iteration 41Q: 3 clusters Score -2.251668e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -22517220.000000 Penalty: 6028.018066
	Iteration 42Q: 3 clusters Score -2.251722e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -22517584.000000 Penalty: 6028.018066
	Iteration 43Q: 3 clusters Score -2.251758e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 162411 members 
Entering Unmasked Estep 
Score: -22517704.000000 Penalty: 6028.018066
	Iteration 44Q: 3 clusters Score -2.25177e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -22517938.000000 Penalty: 6028.018066
	Iteration 45Q: 3 clusters Score -2.251794e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 166701 members 
Entering Unmasked Estep 
Score: -22518046.000000 Penalty: 6028.018066
	Iteration 46Q: 3 clusters Score -2.251805e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 168625 members 
Entering Unmasked Estep 
Score: -22518188.000000 Penalty: 6028.018066
	Iteration 47Q: 3 clusters Score -2.251819e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -22518112.000000 Penalty: 6028.018066
	Iteration 48Q: 3 clusters Score -2.251811e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -22518098.000000 Penalty: 6028.018066
	Iteration 49Q: 3 clusters Score -2.25181e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 173599 members 
Entering Unmasked Estep 
Score: -22518092.000000 Penalty: 6028.018066
	Iteration 50Q: 3 clusters Score -2.251809e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -22518080.000000 Penalty: 6028.018066
	Iteration 51Q: 3 clusters Score -2.251808e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -22518082.000000 Penalty: 6028.018066
	Iteration 52Q: 3 clusters Score -2.251808e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -22518024.000000 Penalty: 6028.018066
	Iteration 53Q: 3 clusters Score -2.251802e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 178574 members 
Entering Unmasked Estep 
Score: -22517910.000000 Penalty: 6028.018066
	Iteration 54Q: 3 clusters Score -2.251791e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -22517868.000000 Penalty: 6028.018066
	Iteration 55Q: 3 clusters Score -2.251787e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 180392 members 
Entering Unmasked Estep 
Score: -22517848.000000 Penalty: 6028.018066
	Iteration 56Q: 3 clusters Score -2.251785e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 181180 members 
Entering Unmasked Estep 
Score: -22517954.000000 Penalty: 6028.018066
	Iteration 57Q: 3 clusters Score -2.251795e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 181899 members 
Entering Unmasked Estep 
Score: -22518042.000000 Penalty: 6028.018066
	Iteration 58Q: 3 clusters Score -2.251804e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 182531 members 
Entering Unmasked Estep 
Score: -22518122.000000 Penalty: 6028.018066
	Iteration 59Q: 3 clusters Score -2.251812e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 183072 members 
Entering Unmasked Estep 
Score: -22518060.000000 Penalty: 6028.018066
	Iteration 60F: 3 clusters Score -2.251806e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -22518046.000000 Penalty: 6028.018066
	Iteration 61Q: 3 clusters Score -2.251805e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -22518060.000000 Penalty: 6028.018066
	Iteration 62Q: 3 clusters Score -2.251806e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -22518056.000000 Penalty: 6028.018066
	Iteration 63Q: 3 clusters Score -2.251806e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 184632 members 
Entering Unmasked Estep 
Score: -22518150.000000 Penalty: 6028.018066
	Iteration 64Q: 3 clusters Score -2.251815e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -22518156.000000 Penalty: 6028.018066
	Iteration 65Q: 3 clusters Score -2.251816e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 185226 members 
Entering Unmasked Estep 
Score: -22518178.000000 Penalty: 6028.018066
	Iteration 66Q: 3 clusters Score -2.251818e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 185460 members 
Entering Unmasked Estep 
Score: -22518232.000000 Penalty: 6028.018066
	Iteration 67Q: 3 clusters Score -2.251823e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -22518256.000000 Penalty: 6028.018066
	Iteration 68Q: 3 clusters Score -2.251826e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 185837 members 
Entering Unmasked Estep 
Score: -22518272.000000 Penalty: 6028.018066
	Iteration 69Q: 3 clusters Score -2.251827e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 185990 members 
Entering Unmasked Estep 
Score: -22518282.000000 Penalty: 6028.018066
	Iteration 70Q: 3 clusters Score -2.251828e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 186136 members 
Entering Unmasked Estep 
Score: -22518340.000000 Penalty: 6028.018066
	Iteration 71Q: 3 clusters Score -2.251834e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 186258 members 
Entering Unmasked Estep 
Score: -22518322.000000 Penalty: 6028.018066
	Iteration 72Q: 3 clusters Score -2.251832e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 186382 members 
Entering Unmasked Estep 
Score: -22518370.000000 Penalty: 6028.018066
	Iteration 73Q: 3 clusters Score -2.251837e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 186510 members 
Entering Unmasked Estep 
Score: -22518412.000000 Penalty: 6028.018066
	Iteration 74Q: 3 clusters Score -2.251841e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -22518444.000000 Penalty: 6028.018066
	Iteration 75Q: 3 clusters Score -2.251844e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 186728 members 
Entering Unmasked Estep 
Score: -22518496.000000 Penalty: 6028.018066
	Iteration 76Q: 3 clusters Score -2.25185e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 186816 members 
Entering Unmasked Estep 
Score: -22518556.000000 Penalty: 6028.018066
	Iteration 77Q: 3 clusters Score -2.251856e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 186900 members 
Entering Unmasked Estep 
Score: -22518566.000000 Penalty: 6028.018066
	Iteration 78Q: 3 clusters Score -2.251857e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 186973 members 
Entering Unmasked Estep 
Score: -22518598.000000 Penalty: 6028.018066
	Iteration 79Q: 3 clusters Score -2.25186e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 187056 members 
Entering Unmasked Estep 
Score: -22518588.000000 Penalty: 6028.018066
	Iteration 80F: 3 clusters Score -2.251859e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -22518578.000000 Penalty: 6028.018066
	Iteration 81Q: 3 clusters Score -2.251858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -22518604.000000 Penalty: 6028.018066
	Iteration 82Q: 3 clusters Score -2.25186e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 187249 members 
Entering Unmasked Estep 
Score: -22518638.000000 Penalty: 6028.018066
	Iteration 83Q: 3 clusters Score -2.251864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 187307 members 
Entering Unmasked Estep 
Score: -22518664.000000 Penalty: 6028.018066
	Iteration 84Q: 3 clusters Score -2.251866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 187359 members 
Entering Unmasked Estep 
Score: -22518702.000000 Penalty: 6028.018066
	Iteration 85Q: 3 clusters Score -2.25187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 187388 members 
Entering Unmasked Estep 
Score: -22518696.000000 Penalty: 6028.018066
	Iteration 86Q: 3 clusters Score -2.25187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 187418 members 
Entering Unmasked Estep 
Score: -22518724.000000 Penalty: 6028.018066
	Iteration 87Q: 3 clusters Score -2.251872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 187451 members 
Entering Unmasked Estep 
Score: -22518730.000000 Penalty: 6028.018066
	Iteration 88Q: 3 clusters Score -2.251873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 187475 members 
Entering Unmasked Estep 
Score: -22518742.000000 Penalty: 6028.018066
	Iteration 89Q: 3 clusters Score -2.251874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -22518774.000000 Penalty: 6028.018066
	Iteration 90Q: 3 clusters Score -2.251877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -22518762.000000 Penalty: 6028.018066
	Iteration 91Q: 3 clusters Score -2.251876e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 187566 members 
Entering Unmasked Estep 
Score: -22518756.000000 Penalty: 6028.018066
	Iteration 92Q: 3 clusters Score -2.251876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 187601 members 
Entering Unmasked Estep 
Score: -22518800.000000 Penalty: 6028.018066
	Iteration 93Q: 3 clusters Score -2.25188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 187629 members 
Entering Unmasked Estep 
Score: -22518796.000000 Penalty: 6028.018066
	Iteration 94Q: 3 clusters Score -2.25188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 187666 members 
Entering Unmasked Estep 
Score: -22518844.000000 Penalty: 6028.018066
	Iteration 95Q: 3 clusters Score -2.251884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 187698 members 
Entering Unmasked Estep 
Score: -22518838.000000 Penalty: 6028.018066
	Iteration 96Q: 3 clusters Score -2.251884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -22518852.000000 Penalty: 6028.018066
	Iteration 97Q: 3 clusters Score -2.251885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -22518850.000000 Penalty: 6028.018066
	Iteration 98Q: 3 clusters Score -2.251885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 187776 members 
Entering Unmasked Estep 
Score: -22518814.000000 Penalty: 6028.018066
	Iteration 99Q: 3 clusters Score -2.251881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 187804 members 
Entering Unmasked Estep 
Score: -22518834.000000 Penalty: 6028.018066
	Iteration 100F: 3 clusters Score -2.251883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 187830 members 
Entering Unmasked Estep 
Score: -22518824.000000 Penalty: 6028.018066
	Iteration 101Q: 3 clusters Score -2.251882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 187859 members 
Entering Unmasked Estep 
Score: -22518848.000000 Penalty: 6028.018066
	Iteration 102Q: 3 clusters Score -2.251885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 187881 members 
Entering Unmasked Estep 
Score: -22518864.000000 Penalty: 6028.018066
	Iteration 103Q: 3 clusters Score -2.251886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 187902 members 
Entering Unmasked Estep 
Score: -22518874.000000 Penalty: 6028.018066
	Iteration 104Q: 3 clusters Score -2.251887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -22518892.000000 Penalty: 6028.018066
	Iteration 105Q: 3 clusters Score -2.251889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -22518898.000000 Penalty: 6028.018066
	Iteration 106Q: 3 clusters Score -2.25189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 187936 members 
Entering Unmasked Estep 
Score: -22518900.000000 Penalty: 6028.018066
	Iteration 107Q: 3 clusters Score -2.25189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 187944 members 
Entering Unmasked Estep 
Score: -22518900.000000 Penalty: 6028.018066
	Iteration 108Q: 3 clusters Score -2.25189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 187951 members 
Entering Unmasked Estep 
Score: -22518902.000000 Penalty: 6028.018066
	Iteration 109Q: 3 clusters Score -2.25189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 187962 members 
Entering Unmasked Estep 
Score: -22518892.000000 Penalty: 6028.018066
	Iteration 110Q: 3 clusters Score -2.251889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 187968 members 
Entering Unmasked Estep 
Score: -22518902.000000 Penalty: 6028.018066
	Iteration 111Q: 3 clusters Score -2.25189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 187975 members 
Entering Unmasked Estep 
Score: -22518890.000000 Penalty: 6028.018066
	Iteration 112Q: 3 clusters Score -2.251889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -22518902.000000 Penalty: 6028.018066
	Iteration 113Q: 3 clusters Score -2.25189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 188004 members 
Entering Unmasked Estep 
Score: -22518910.000000 Penalty: 6028.018066
	Iteration 114Q: 3 clusters Score -2.251891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -22518924.000000 Penalty: 6028.018066
	Iteration 115Q: 3 clusters Score -2.251892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 188035 members 
Entering Unmasked Estep 
Score: -22518932.000000 Penalty: 6028.018066
	Iteration 116Q: 3 clusters Score -2.251893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 188055 members 
Entering Unmasked Estep 
Score: -22518948.000000 Penalty: 6028.018066
	Iteration 117Q: 3 clusters Score -2.251895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 188071 members 
Entering Unmasked Estep 
Score: -22518952.000000 Penalty: 6028.018066
	Iteration 118Q: 3 clusters Score -2.251895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -22518948.000000 Penalty: 6028.018066
	Iteration 119Q: 3 clusters Score -2.251895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 188100 members 
Entering Unmasked Estep 
Score: -22518952.000000 Penalty: 6028.018066
	Iteration 120F: 3 clusters Score -2.251895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -22518944.000000 Penalty: 6028.018066
	Iteration 121Q: 3 clusters Score -2.251894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -22518966.000000 Penalty: 6028.018066
	Iteration 122Q: 3 clusters Score -2.251897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 188118 members 
Entering Unmasked Estep 
Score: -22518960.000000 Penalty: 6028.018066
	Iteration 123Q: 3 clusters Score -2.251896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -22518974.000000 Penalty: 6028.018066
	Iteration 124Q: 3 clusters Score -2.251897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -22518988.000000 Penalty: 6028.018066
	Iteration 125Q: 3 clusters Score -2.251899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 188143 members 
Entering Unmasked Estep 
Score: -22518982.000000 Penalty: 6028.018066
	Iteration 126Q: 3 clusters Score -2.251898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 188146 members 
Entering Unmasked Estep 
Score: -22518966.000000 Penalty: 6028.018066
	Iteration 127Q: 3 clusters Score -2.251897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 188152 members 
Entering Unmasked Estep 
Score: -22518972.000000 Penalty: 6028.018066
	Iteration 128Q: 3 clusters Score -2.251897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 188153 members 
Entering Unmasked Estep 
Score: -22518970.000000 Penalty: 6028.018066
	Iteration 129Q: 3 clusters Score -2.251897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 188153 members 
Entering Unmasked Estep 
Score: -22518970.000000 Penalty: 6028.018066
	Iteration 130F: 3 clusters Score -2.251897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Entering Unmasked Estep 
Score: -2506461.750000 Penalty: 2467.656494
	Iteration 0F: 2 clusters Score -2506462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2491769.500000 Penalty: 4935.312988
	Iteration 0F: 3 clusters Score -2491770 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2496753.750000 Penalty: 4935.312988
	Iteration 1F: 3 clusters Score -2496754 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2497186.750000 Penalty: 4935.312988
	Iteration 2F: 3 clusters Score -2497187 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2497579.250000 Penalty: 4935.312988
	Iteration 3Q: 3 clusters Score -2497579 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2497942.000000 Penalty: 4935.312988
	Iteration 4Q: 3 clusters Score -2497942 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2498312.250000 Penalty: 4935.312988
	Iteration 5Q: 3 clusters Score -2498312 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2498704.500000 Penalty: 4935.312988
	Iteration 6Q: 3 clusters Score -2498704 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2499108.750000 Penalty: 4935.312988
	Iteration 7Q: 3 clusters Score -2499109 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2499598.500000 Penalty: 4935.312988
	Iteration 8Q: 3 clusters Score -2499598 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2500197.250000 Penalty: 4935.312988
	Iteration 9Q: 3 clusters Score -2500197 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2500807.250000 Penalty: 4935.312988
	Iteration 10Q: 3 clusters Score -2500807 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2501388.750000 Penalty: 4935.312988
	Iteration 11Q: 3 clusters Score -2501389 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2501887.500000 Penalty: 4935.312988
	Iteration 12Q: 3 clusters Score -2501888 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2502296.750000 Penalty: 4935.312988
	Iteration 13Q: 3 clusters Score -2502297 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2502554.250000 Penalty: 4935.312988
	Iteration 14Q: 3 clusters Score -2502554 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2502753.500000 Penalty: 4935.312988
	Iteration 15Q: 3 clusters Score -2502754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2502916.000000 Penalty: 4935.312988
	Iteration 16Q: 3 clusters Score -2502916 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2503062.000000 Penalty: 4935.312988
	Iteration 17Q: 3 clusters Score -2503062 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2503182.000000 Penalty: 4935.312988
	Iteration 18Q: 3 clusters Score -2503182 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2503297.500000 Penalty: 4935.312988
	Iteration 19Q: 3 clusters Score -2503298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2503407.000000 Penalty: 4935.312988
	Iteration 20F: 3 clusters Score -2503407 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2503505.250000 Penalty: 4935.312988
	Iteration 21Q: 3 clusters Score -2503505 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2503591.500000 Penalty: 4935.312988
	Iteration 22Q: 3 clusters Score -2503592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2503672.500000 Penalty: 4935.312988
	Iteration 23Q: 3 clusters Score -2503672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2503741.000000 Penalty: 4935.312988
	Iteration 24Q: 3 clusters Score -2503741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2503797.500000 Penalty: 4935.312988
	Iteration 25Q: 3 clusters Score -2503798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2503865.750000 Penalty: 4935.312988
	Iteration 26Q: 3 clusters Score -2503866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2503947.500000 Penalty: 4935.312988
	Iteration 27Q: 3 clusters Score -2503948 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2504021.500000 Penalty: 4935.312988
	Iteration 28Q: 3 clusters Score -2504022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2504069.750000 Penalty: 4935.312988
	Iteration 29Q: 3 clusters Score -2504070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2504120.250000 Penalty: 4935.312988
	Iteration 30Q: 3 clusters Score -2504120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2504157.250000 Penalty: 4935.312988
	Iteration 31Q: 3 clusters Score -2504157 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2504195.750000 Penalty: 4935.312988
	Iteration 32Q: 3 clusters Score -2504196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2504226.250000 Penalty: 4935.312988
	Iteration 33Q: 3 clusters Score -2504226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2504244.250000 Penalty: 4935.312988
	Iteration 34Q: 3 clusters Score -2504244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2504263.750000 Penalty: 4935.312988
	Iteration 35Q: 3 clusters Score -2504264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2504288.500000 Penalty: 4935.312988
	Iteration 36Q: 3 clusters Score -2504288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2504300.000000 Penalty: 4935.312988
	Iteration 37Q: 3 clusters Score -2504300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2504306.250000 Penalty: 4935.312988
	Iteration 38Q: 3 clusters Score -2504306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2504320.250000 Penalty: 4935.312988
	Iteration 39Q: 3 clusters Score -2504320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2504332.750000 Penalty: 4935.312988
	Iteration 40F: 3 clusters Score -2504333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2504344.000000 Penalty: 4935.312988
	Iteration 41Q: 3 clusters Score -2504344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2504350.000000 Penalty: 4935.312988
	Iteration 42Q: 3 clusters Score -2504350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2504362.000000 Penalty: 4935.312988
	Iteration 43Q: 3 clusters Score -2504362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2504366.500000 Penalty: 4935.312988
	Iteration 44Q: 3 clusters Score -2504366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2504366.000000 Penalty: 4935.312988
	Iteration 45Q: 3 clusters Score -2504366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2504370.750000 Penalty: 4935.312988
	Iteration 46Q: 3 clusters Score -2504371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2504375.750000 Penalty: 4935.312988
	Iteration 47Q: 3 clusters Score -2504376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2504379.000000 Penalty: 4935.312988
	Iteration 48Q: 3 clusters Score -2504379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2504378.500000 Penalty: 4935.312988
	Iteration 49Q: 3 clusters Score -2504378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2504379.750000 Penalty: 4935.312988
	Iteration 50Q: 3 clusters Score -2504380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2504379.000000 Penalty: 4935.312988
	Iteration 51Q: 3 clusters Score -2504379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2504383.500000 Penalty: 4935.312988
	Iteration 52Q: 3 clusters Score -2504384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2504383.000000 Penalty: 4935.312988
	Iteration 53Q: 3 clusters Score -2504383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2504383.500000 Penalty: 4935.312988
	Iteration 54Q: 3 clusters Score -2504384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2504383.500000 Penalty: 4935.312988
	Iteration 55F: 3 clusters Score -2504384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Entering Unmasked Estep 
Score: -5031603.000000 Penalty: 2652.131592
	Iteration 0F: 2 clusters Score -5031603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5001803.500000 Penalty: 5304.263184
	Iteration 0F: 3 clusters Score -5001804 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5013035.500000 Penalty: 5304.263184
	Iteration 1F: 3 clusters Score -5013036 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -5013612.500000 Penalty: 5304.263184
	Iteration 2Q: 3 clusters Score -5013612 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5014262.000000 Penalty: 5304.263184
	Iteration 3Q: 3 clusters Score -5014262 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5015259.500000 Penalty: 5304.263184
	Iteration 4Q: 3 clusters Score -5015260 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5016748.000000 Penalty: 5304.263184
	Iteration 5F: 3 clusters Score -5016748 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5018944.500000 Penalty: 5304.263184
	Iteration 6F: 3 clusters Score -5018944 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5021886.000000 Penalty: 5304.263184
	Iteration 7F: 3 clusters Score -5021886 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5024958.000000 Penalty: 5304.263184
	Iteration 8F: 3 clusters Score -5024958 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5027282.500000 Penalty: 5304.263184
	Iteration 9F: 3 clusters Score -5027282 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5028464.500000 Penalty: 5304.263184
	Iteration 10Q: 3 clusters Score -5028464 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5028985.500000 Penalty: 5304.263184
	Iteration 11Q: 3 clusters Score -5028986 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5029220.500000 Penalty: 5304.263184
	Iteration 12Q: 3 clusters Score -5029220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -5029341.000000 Penalty: 5304.263184
	Iteration 13Q: 3 clusters Score -5029341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5029411.000000 Penalty: 5304.263184
	Iteration 14Q: 3 clusters Score -5029411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5029442.500000 Penalty: 5304.263184
	Iteration 15Q: 3 clusters Score -5029442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5029465.500000 Penalty: 5304.263184
	Iteration 16Q: 3 clusters Score -5029466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5029488.500000 Penalty: 5304.263184
	Iteration 17Q: 3 clusters Score -5029488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5029489.500000 Penalty: 5304.263184
	Iteration 18Q: 3 clusters Score -5029490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5029494.500000 Penalty: 5304.263184
	Iteration 19Q: 3 clusters Score -5029494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5029494.000000 Penalty: 5304.263184
	Iteration 20F: 3 clusters Score -5029494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -375680.468750 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375680.5 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -376450.906250 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376450.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -376641.468750 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -376641.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -376778.781250 Penalty: 4024.556396
	Iteration 3Q: 3 clusters Score -376778.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376949.343750 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -376949.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -377248.187500 Penalty: 4024.556396
	Iteration 5F: 3 clusters Score -377248.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -377909.156250 Penalty: 4024.556396
	Iteration 6F: 3 clusters Score -377909.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -378782.812500 Penalty: 4024.556396
	Iteration 7F: 3 clusters Score -378782.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -379279.062500 Penalty: 4024.556396
	Iteration 8F: 3 clusters Score -379279.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -379498.500000 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379498.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -379592.125000 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379592.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -379626.906250 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379626.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -379638.718750 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -379642.500000 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -379648.125000 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -379648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -379649.875000 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -379649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -379651.406250 Penalty: 4024.556396
	Iteration 16Q: 3 clusters Score -379651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -379651.406250 Penalty: 4024.556396
	Iteration 17F: 3 clusters Score -379651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77406 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189712 members 
Mstep: Class 5 contains 20957 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 16 contains 93801 members 
Mstep: Class 18 contains 58543 members 
Mstep: Class 19 contains 53299 members 
Mstep: Class 20 contains 185571 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245571 members 
Entering Unmasked Estep 
Score: -118051704.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052632.000000 to -118051704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Entering Unmasked Estep 
Score: -1249379.875000 Penalty: 2302.768066
	Iteration 0F: 2 clusters Score -1249380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1241171.625000 Penalty: 4605.536133
	Iteration 0F: 3 clusters Score -1241172 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1243744.500000 Penalty: 4605.536133
	Iteration 1F: 3 clusters Score -1243744 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1244203.250000 Penalty: 4605.536133
	Iteration 2F: 3 clusters Score -1244203 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1244558.625000 Penalty: 4605.536133
	Iteration 3F: 3 clusters Score -1244559 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1244823.875000 Penalty: 4605.536133
	Iteration 4F: 3 clusters Score -1244824 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1245063.750000 Penalty: 4605.536133
	Iteration 5Q: 3 clusters Score -1245064 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1245306.500000 Penalty: 4605.536133
	Iteration 6Q: 3 clusters Score -1245306 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1245581.625000 Penalty: 4605.536133
	Iteration 7Q: 3 clusters Score -1245582 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1245894.000000 Penalty: 4605.536133
	Iteration 8Q: 3 clusters Score -1245894 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1246216.750000 Penalty: 4605.536133
	Iteration 9Q: 3 clusters Score -1246217 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1246564.750000 Penalty: 4605.536133
	Iteration 10Q: 3 clusters Score -1246565 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1246919.500000 Penalty: 4605.536133
	Iteration 11Q: 3 clusters Score -1246920 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1247203.500000 Penalty: 4605.536133
	Iteration 12Q: 3 clusters Score -1247204 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1247438.875000 Penalty: 4605.536133
	Iteration 13Q: 3 clusters Score -1247439 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1247626.625000 Penalty: 4605.536133
	Iteration 14Q: 3 clusters Score -1247627 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1247743.750000 Penalty: 4605.536133
	Iteration 15Q: 3 clusters Score -1247744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1247829.250000 Penalty: 4605.536133
	Iteration 16Q: 3 clusters Score -1247829 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1247883.125000 Penalty: 4605.536133
	Iteration 17Q: 3 clusters Score -1247883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1247928.625000 Penalty: 4605.536133
	Iteration 18Q: 3 clusters Score -1247929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1247963.500000 Penalty: 4605.536133
	Iteration 19Q: 3 clusters Score -1247964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1248001.250000 Penalty: 4605.536133
	Iteration 20F: 3 clusters Score -1248001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1248021.625000 Penalty: 4605.536133
	Iteration 21Q: 3 clusters Score -1248022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1248039.375000 Penalty: 4605.536133
	Iteration 22Q: 3 clusters Score -1248039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1248053.375000 Penalty: 4605.536133
	Iteration 23Q: 3 clusters Score -1248053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1248065.875000 Penalty: 4605.536133
	Iteration 24Q: 3 clusters Score -1248066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1248078.875000 Penalty: 4605.536133
	Iteration 25Q: 3 clusters Score -1248079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1248083.375000 Penalty: 4605.536133
	Iteration 26Q: 3 clusters Score -1248083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1248088.875000 Penalty: 4605.536133
	Iteration 27Q: 3 clusters Score -1248089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1248091.250000 Penalty: 4605.536133
	Iteration 28Q: 3 clusters Score -1248091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1248094.125000 Penalty: 4605.536133
	Iteration 29Q: 3 clusters Score -1248094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1248094.500000 Penalty: 4605.536133
	Iteration 30Q: 3 clusters Score -1248094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1248095.250000 Penalty: 4605.536133
	Iteration 31Q: 3 clusters Score -1248095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1248095.500000 Penalty: 4605.536133
	Iteration 32Q: 3 clusters Score -1248096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1248095.500000 Penalty: 4605.536133
	Iteration 33Q: 3 clusters Score -1248096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1248096.500000 Penalty: 4605.536133
	Iteration 34Q: 3 clusters Score -1248096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1248096.500000 Penalty: 4605.536133
	Iteration 35F: 3 clusters Score -1248096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -240274.015625 Penalty: 1905.484009
	Iteration 0F: 2 clusters Score -240274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -237550.656250 Penalty: 3810.968018
	Iteration 0F: 3 clusters Score -237550.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238066.234375 Penalty: 3810.968018
	Iteration 1F: 3 clusters Score -238066.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -238177.234375 Penalty: 3810.968018
	Iteration 2F: 3 clusters Score -238177.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -238232.468750 Penalty: 3810.968018
	Iteration 3Q: 3 clusters Score -238232.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -238265.718750 Penalty: 3810.968018
	Iteration 4Q: 3 clusters Score -238265.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238300.609375 Penalty: 3810.968018
	Iteration 5Q: 3 clusters Score -238300.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -238337.078125 Penalty: 3810.968018
	Iteration 6Q: 3 clusters Score -238337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238353.671875 Penalty: 3810.968018
	Iteration 7Q: 3 clusters Score -238353.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -238373.109375 Penalty: 3810.968018
	Iteration 8Q: 3 clusters Score -238373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -238390.609375 Penalty: 3810.968018
	Iteration 9Q: 3 clusters Score -238390.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -238403.156250 Penalty: 3810.968018
	Iteration 10Q: 3 clusters Score -238403.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238417.046875 Penalty: 3810.968018
	Iteration 11Q: 3 clusters Score -238417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -238429.609375 Penalty: 3810.968018
	Iteration 12Q: 3 clusters Score -238429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238438.328125 Penalty: 3810.968018
	Iteration 13Q: 3 clusters Score -238438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -238446.687500 Penalty: 3810.968018
	Iteration 14Q: 3 clusters Score -238446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -238460.562500 Penalty: 3810.968018
	Iteration 15Q: 3 clusters Score -238460.6 nChanged 14
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: -238472.421875 Penalty: 3810.968018
	Iteration 16Q: 3 clusters Score -238472.4 nChanged 17
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: -238485.515625 Penalty: 3810.968018
	Iteration 17Q: 3 clusters Score -238485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238496.812500 Penalty: 3810.968018
	Iteration 18Q: 3 clusters Score -238496.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -238504.328125 Penalty: 3810.968018
	Iteration 19Q: 3 clusters Score -238504.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -238511.984375 Penalty: 3810.968018
	Iteration 20F: 3 clusters Score -238512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238517.046875 Penalty: 3810.968018
	Iteration 21Q: 3 clusters Score -238517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -238520.265625 Penalty: 3810.968018
	Iteration 22Q: 3 clusters Score -238520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -238521.921875 Penalty: 3810.968018
	Iteration 23Q: 3 clusters Score -238521.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -238524.187500 Penalty: 3810.968018
	Iteration 24Q: 3 clusters Score -238524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -238525.828125 Penalty: 3810.968018
	Iteration 25Q: 3 clusters Score -238525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -238525.828125 Penalty: 3810.968018
	Iteration 26F: 3 clusters Score -238525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Entering Unmasked Estep 
Score: -1530419.125000 Penalty: 2345.618164
	Iteration 0F: 2 clusters Score -1530419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1521017.750000 Penalty: 4691.236328
	Iteration 0F: 3 clusters Score -1521018 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1523936.250000 Penalty: 4691.236328
	Iteration 1F: 3 clusters Score -1523936 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1524234.250000 Penalty: 4691.236328
	Iteration 2F: 3 clusters Score -1524234 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1524482.625000 Penalty: 4691.236328
	Iteration 3Q: 3 clusters Score -1524483 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1524686.875000 Penalty: 4691.236328
	Iteration 4Q: 3 clusters Score -1524687 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1524878.750000 Penalty: 4691.236328
	Iteration 5Q: 3 clusters Score -1524879 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1525070.625000 Penalty: 4691.236328
	Iteration 6Q: 3 clusters Score -1525071 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1525327.250000 Penalty: 4691.236328
	Iteration 7Q: 3 clusters Score -1525327 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1525577.750000 Penalty: 4691.236328
	Iteration 8Q: 3 clusters Score -1525578 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1525815.625000 Penalty: 4691.236328
	Iteration 9Q: 3 clusters Score -1525816 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1526068.250000 Penalty: 4691.236328
	Iteration 10Q: 3 clusters Score -1526068 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1526395.500000 Penalty: 4691.236328
	Iteration 11Q: 3 clusters Score -1526396 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1526746.375000 Penalty: 4691.236328
	Iteration 12Q: 3 clusters Score -1526746 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1527100.500000 Penalty: 4691.236328
	Iteration 13Q: 3 clusters Score -1527100 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1527407.750000 Penalty: 4691.236328
	Iteration 14Q: 3 clusters Score -1527408 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1527624.625000 Penalty: 4691.236328
	Iteration 15Q: 3 clusters Score -1527625 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1527748.000000 Penalty: 4691.236328
	Iteration 16Q: 3 clusters Score -1527748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1527819.375000 Penalty: 4691.236328
	Iteration 17Q: 3 clusters Score -1527819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1527865.875000 Penalty: 4691.236328
	Iteration 18Q: 3 clusters Score -1527866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1527897.250000 Penalty: 4691.236328
	Iteration 19Q: 3 clusters Score -1527897 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1527915.125000 Penalty: 4691.236328
	Iteration 20F: 3 clusters Score -1527915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1527929.125000 Penalty: 4691.236328
	Iteration 21Q: 3 clusters Score -1527929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1527947.250000 Penalty: 4691.236328
	Iteration 22Q: 3 clusters Score -1527947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1527950.750000 Penalty: 4691.236328
	Iteration 23Q: 3 clusters Score -1527951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1527962.250000 Penalty: 4691.236328
	Iteration 24Q: 3 clusters Score -1527962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1527967.000000 Penalty: 4691.236328
	Iteration 25Q: 3 clusters Score -1527967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1527970.125000 Penalty: 4691.236328
	Iteration 26Q: 3 clusters Score -1527970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1527969.250000 Penalty: 4691.236328
	Iteration 27Q: 3 clusters Score -1527969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1527975.375000 Penalty: 4691.236328
	Iteration 28Q: 3 clusters Score -1527975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1527976.500000 Penalty: 4691.236328
	Iteration 29Q: 3 clusters Score -1527976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1527979.625000 Penalty: 4691.236328
	Iteration 30Q: 3 clusters Score -1527980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1527984.375000 Penalty: 4691.236328
	Iteration 31Q: 3 clusters Score -1527984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1527982.250000 Penalty: 4691.236328
	Iteration 32Q: 3 clusters Score -1527982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1527986.250000 Penalty: 4691.236328
	Iteration 33Q: 3 clusters Score -1527986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1527989.750000 Penalty: 4691.236328
	Iteration 34Q: 3 clusters Score -1527990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1527988.500000 Penalty: 4691.236328
	Iteration 35Q: 3 clusters Score -1527988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1527990.375000 Penalty: 4691.236328
	Iteration 36Q: 3 clusters Score -1527990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1527992.750000 Penalty: 4691.236328
	Iteration 37Q: 3 clusters Score -1527993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1527991.750000 Penalty: 4691.236328
	Iteration 38Q: 3 clusters Score -1527992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1527990.375000 Penalty: 4691.236328
	Iteration 39Q: 3 clusters Score -1527990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1527992.500000 Penalty: 4691.236328
	Iteration 40F: 3 clusters Score -1527992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1527991.250000 Penalty: 4691.236328
	Iteration 41Q: 3 clusters Score -1527991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1527991.250000 Penalty: 4691.236328
	Iteration 42Q: 3 clusters Score -1527991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1527990.875000 Penalty: 4691.236328
	Iteration 43Q: 3 clusters Score -1527991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1527990.875000 Penalty: 4691.236328
	Iteration 44Q: 3 clusters Score -1527991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1527990.125000 Penalty: 4691.236328
	Iteration 45Q: 3 clusters Score -1527990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1527988.000000 Penalty: 4691.236328
	Iteration 46Q: 3 clusters Score -1527988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1527989.875000 Penalty: 4691.236328
	Iteration 47Q: 3 clusters Score -1527990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1527991.000000 Penalty: 4691.236328
	Iteration 48Q: 3 clusters Score -1527991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1527993.000000 Penalty: 4691.236328
	Iteration 49Q: 3 clusters Score -1527993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1527995.000000 Penalty: 4691.236328
	Iteration 50Q: 3 clusters Score -1527995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1527995.000000 Penalty: 4691.236328
	Iteration 51F: 3 clusters Score -1527995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Entering Unmasked Estep 
Score: -11138084.000000 Penalty: 2839.334717
	Iteration 0F: 2 clusters Score -1.113808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -11075295.000000 Penalty: 5678.669434
	Iteration 0F: 3 clusters Score -1.10753e+07 nChanged 44179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -11099974.000000 Penalty: 5678.669434
	Iteration 1F: 3 clusters Score -1.109997e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -11100576.000000 Penalty: 5678.669434
	Iteration 2Q: 3 clusters Score -1.110058e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -11101166.000000 Penalty: 5678.669434
	Iteration 3Q: 3 clusters Score -1.110117e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -11101895.000000 Penalty: 5678.669434
	Iteration 4Q: 3 clusters Score -1.11019e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -11102909.000000 Penalty: 5678.669434
	Iteration 5Q: 3 clusters Score -1.110291e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -11104546.000000 Penalty: 5678.669434
	Iteration 6Q: 3 clusters Score -1.110455e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -11107303.000000 Penalty: 5678.669434
	Iteration 7F: 3 clusters Score -1.11073e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -11111756.000000 Penalty: 5678.669434
	Iteration 8F: 3 clusters Score -1.111176e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -11118130.000000 Penalty: 5678.669434
	Iteration 9F: 3 clusters Score -1.111813e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -11125180.000000 Penalty: 5678.669434
	Iteration 10F: 3 clusters Score -1.112518e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -11130695.000000 Penalty: 5678.669434
	Iteration 11F: 3 clusters Score -1.11307e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11133745.000000 Penalty: 5678.669434
	Iteration 12Q: 3 clusters Score -1.113374e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11134931.000000 Penalty: 5678.669434
	Iteration 13Q: 3 clusters Score -1.113493e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11135283.000000 Penalty: 5678.669434
	Iteration 14Q: 3 clusters Score -1.113528e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11135405.000000 Penalty: 5678.669434
	Iteration 15Q: 3 clusters Score -1.11354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11135450.000000 Penalty: 5678.669434
	Iteration 16Q: 3 clusters Score -1.113545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11135479.000000 Penalty: 5678.669434
	Iteration 17Q: 3 clusters Score -1.113548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11135505.000000 Penalty: 5678.669434
	Iteration 18Q: 3 clusters Score -1.11355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11135511.000000 Penalty: 5678.669434
	Iteration 19Q: 3 clusters Score -1.113551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11135533.000000 Penalty: 5678.669434
	Iteration 20F: 3 clusters Score -1.113553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11135523.000000 Penalty: 5678.669434
	Iteration 21Q: 3 clusters Score -1.113552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11135530.000000 Penalty: 5678.669434
	Iteration 22Q: 3 clusters Score -1.113553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11135544.000000 Penalty: 5678.669434
	Iteration 23Q: 3 clusters Score -1.113554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11135545.000000 Penalty: 5678.669434
	Iteration 24Q: 3 clusters Score -1.113554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11135544.000000 Penalty: 5678.669434
	Iteration 25Q: 3 clusters Score -1.113554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11135544.000000 Penalty: 5678.669434
	Iteration 26F: 3 clusters Score -1.113554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Entering Unmasked Estep 
Score: -6924632.500000 Penalty: 2722.424316
	Iteration 0F: 2 clusters Score -6924632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -6885405.000000 Penalty: 5444.848633
	Iteration 0F: 3 clusters Score -6885405 nChanged 27156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -6900568.500000 Penalty: 5444.848633
	Iteration 1F: 3 clusters Score -6900568 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -6901332.500000 Penalty: 5444.848633
	Iteration 2Q: 3 clusters Score -6901332 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -6902365.500000 Penalty: 5444.848633
	Iteration 3Q: 3 clusters Score -6902366 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -6903600.000000 Penalty: 5444.848633
	Iteration 4F: 3 clusters Score -6903600 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -6905346.000000 Penalty: 5444.848633
	Iteration 5F: 3 clusters Score -6905346 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -6907332.500000 Penalty: 5444.848633
	Iteration 6F: 3 clusters Score -6907332 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6909430.000000 Penalty: 5444.848633
	Iteration 7F: 3 clusters Score -6909430 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -6911694.500000 Penalty: 5444.848633
	Iteration 8F: 3 clusters Score -6911694 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -6913905.000000 Penalty: 5444.848633
	Iteration 9F: 3 clusters Score -6913905 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6915926.500000 Penalty: 5444.848633
	Iteration 10Q: 3 clusters Score -6915926 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -6917659.000000 Penalty: 5444.848633
	Iteration 11Q: 3 clusters Score -6917659 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -6919062.500000 Penalty: 5444.848633
	Iteration 12Q: 3 clusters Score -6919062 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -6920029.500000 Penalty: 5444.848633
	Iteration 13Q: 3 clusters Score -6920030 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6920742.000000 Penalty: 5444.848633
	Iteration 14Q: 3 clusters Score -6920742 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6921269.500000 Penalty: 5444.848633
	Iteration 15Q: 3 clusters Score -6921270 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6921659.000000 Penalty: 5444.848633
	Iteration 16Q: 3 clusters Score -6921659 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6921964.500000 Penalty: 5444.848633
	Iteration 17Q: 3 clusters Score -6921964 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6922145.500000 Penalty: 5444.848633
	Iteration 18Q: 3 clusters Score -6922146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6922252.500000 Penalty: 5444.848633
	Iteration 19Q: 3 clusters Score -6922252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6922310.500000 Penalty: 5444.848633
	Iteration 20F: 3 clusters Score -6922310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6922335.500000 Penalty: 5444.848633
	Iteration 21Q: 3 clusters Score -6922336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6922359.000000 Penalty: 5444.848633
	Iteration 22Q: 3 clusters Score -6922359 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6922372.500000 Penalty: 5444.848633
	Iteration 23Q: 3 clusters Score -6922372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6922396.500000 Penalty: 5444.848633
	Iteration 24Q: 3 clusters Score -6922396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6922407.500000 Penalty: 5444.848633
	Iteration 25Q: 3 clusters Score -6922408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6922403.500000 Penalty: 5444.848633
	Iteration 26Q: 3 clusters Score -6922404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6922409.000000 Penalty: 5444.848633
	Iteration 27Q: 3 clusters Score -6922409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6922411.000000 Penalty: 5444.848633
	Iteration 28Q: 3 clusters Score -6922411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6922414.500000 Penalty: 5444.848633
	Iteration 29Q: 3 clusters Score -6922414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6922425.000000 Penalty: 5444.848633
	Iteration 30Q: 3 clusters Score -6922425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6922429.500000 Penalty: 5444.848633
	Iteration 31Q: 3 clusters Score -6922430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6922426.500000 Penalty: 5444.848633
	Iteration 32Q: 3 clusters Score -6922426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6922441.000000 Penalty: 5444.848633
	Iteration 33Q: 3 clusters Score -6922441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6922443.500000 Penalty: 5444.848633
	Iteration 34Q: 3 clusters Score -6922444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6922440.500000 Penalty: 5444.848633
	Iteration 35Q: 3 clusters Score -6922440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6922443.000000 Penalty: 5444.848633
	Iteration 36Q: 3 clusters Score -6922443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6922450.500000 Penalty: 5444.848633
	Iteration 37Q: 3 clusters Score -6922450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6922453.000000 Penalty: 5444.848633
	Iteration 38Q: 3 clusters Score -6922453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6922456.000000 Penalty: 5444.848633
	Iteration 39Q: 3 clusters Score -6922456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6922454.000000 Penalty: 5444.848633
	Iteration 40F: 3 clusters Score -6922454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6922454.500000 Penalty: 5444.848633
	Iteration 41Q: 3 clusters Score -6922454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6922451.500000 Penalty: 5444.848633
	Iteration 42Q: 3 clusters Score -6922452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6922452.000000 Penalty: 5444.848633
	Iteration 43Q: 3 clusters Score -6922452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6922454.500000 Penalty: 5444.848633
	Iteration 44Q: 3 clusters Score -6922454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6922453.000000 Penalty: 5444.848633
	Iteration 45Q: 3 clusters Score -6922453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6922461.000000 Penalty: 5444.848633
	Iteration 46Q: 3 clusters Score -6922461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6922455.500000 Penalty: 5444.848633
	Iteration 47Q: 3 clusters Score -6922456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6922455.500000 Penalty: 5444.848633
	Iteration 48F: 3 clusters Score -6922456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Entering Unmasked Estep 
Score: -6338564.000000 Penalty: 2699.150879
	Iteration 0F: 2 clusters Score -6338564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -6302835.500000 Penalty: 5398.301758
	Iteration 0F: 3 clusters Score -6302836 nChanged 24553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6316576.500000 Penalty: 5398.301758
	Iteration 1F: 3 clusters Score -6316576 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -6317365.000000 Penalty: 5398.301758
	Iteration 2Q: 3 clusters Score -6317365 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6318259.500000 Penalty: 5398.301758
	Iteration 3Q: 3 clusters Score -6318260 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -6319439.000000 Penalty: 5398.301758
	Iteration 4Q: 3 clusters Score -6319439 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -6321050.000000 Penalty: 5398.301758
	Iteration 5F: 3 clusters Score -6321050 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6323294.500000 Penalty: 5398.301758
	Iteration 6F: 3 clusters Score -6323294 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6326142.500000 Penalty: 5398.301758
	Iteration 7F: 3 clusters Score -6326142 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -6328952.000000 Penalty: 5398.301758
	Iteration 8F: 3 clusters Score -6328952 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -6331285.000000 Penalty: 5398.301758
	Iteration 9F: 3 clusters Score -6331285 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6332784 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6333641.500000 Penalty: 5398.301758
	Iteration 11Q: 3 clusters Score -6333642 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6334164.000000 Penalty: 5398.301758
	Iteration 12Q: 3 clusters Score -6334164 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -6334532.000000 Penalty: 5398.301758
	Iteration 13Q: 3 clusters Score -6334532 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6334820.000000 Penalty: 5398.301758
	Iteration 14Q: 3 clusters Score -6334820 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -6335087.000000 Penalty: 5398.301758
	Iteration 15Q: 3 clusters Score -6335087 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6335310.000000 Penalty: 5398.301758
	Iteration 16Q: 3 clusters Score -6335310 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6335501.000000 Penalty: 5398.301758
	Iteration 17Q: 3 clusters Score -6335501 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6335709.000000 Penalty: 5398.301758
	Iteration 18Q: 3 clusters Score -6335709 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -6335902.500000 Penalty: 5398.301758
	Iteration 19Q: 3 clusters Score -6335902 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6336096.000000 Penalty: 5398.301758
	Iteration 20F: 3 clusters Score -6336096 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6336248.500000 Penalty: 5398.301758
	Iteration 21Q: 3 clusters Score -6336248 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -6336415.000000 Penalty: 5398.301758
	Iteration 22Q: 3 clusters Score -6336415 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6336527.500000 Penalty: 5398.301758
	Iteration 23Q: 3 clusters Score -6336528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6336642.000000 Penalty: 5398.301758
	Iteration 24Q: 3 clusters Score -6336642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6336720.000000 Penalty: 5398.301758
	Iteration 25Q: 3 clusters Score -6336720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6336775.000000 Penalty: 5398.301758
	Iteration 26Q: 3 clusters Score -6336775 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -6336805.000000 Penalty: 5398.301758
	Iteration 27Q: 3 clusters Score -6336805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -6336835.500000 Penalty: 5398.301758
	Iteration 28Q: 3 clusters Score -6336836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -6336866.500000 Penalty: 5398.301758
	Iteration 29Q: 3 clusters Score -6336866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -6336888.500000 Penalty: 5398.301758
	Iteration 30Q: 3 clusters Score -6336888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6336893.000000 Penalty: 5398.301758
	Iteration 31Q: 3 clusters Score -6336893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -6336916.500000 Penalty: 5398.301758
	Iteration 32Q: 3 clusters Score -6336916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6336933.500000 Penalty: 5398.301758
	Iteration 33Q: 3 clusters Score -6336934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6336966.000000 Penalty: 5398.301758
	Iteration 34Q: 3 clusters Score -6336966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6336977.000000 Penalty: 5398.301758
	Iteration 35Q: 3 clusters Score -6336977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6336988.000000 Penalty: 5398.301758
	Iteration 36Q: 3 clusters Score -6336988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6337003.000000 Penalty: 5398.301758
	Iteration 37Q: 3 clusters Score -6337003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6337006.000000 Penalty: 5398.301758
	Iteration 38Q: 3 clusters Score -6337006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6337032.500000 Penalty: 5398.301758
	Iteration 39Q: 3 clusters Score -6337032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6337035.500000 Penalty: 5398.301758
	Iteration 40F: 3 clusters Score -6337036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -6337053.000000 Penalty: 5398.301758
	Iteration 41Q: 3 clusters Score -6337053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6337069.000000 Penalty: 5398.301758
	Iteration 42Q: 3 clusters Score -6337069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -6337071.500000 Penalty: 5398.301758
	Iteration 43Q: 3 clusters Score -6337072 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -6337093.500000 Penalty: 5398.301758
	Iteration 44Q: 3 clusters Score -6337094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -6337098.500000 Penalty: 5398.301758
	Iteration 45Q: 3 clusters Score -6337098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -6337103.500000 Penalty: 5398.301758
	Iteration 46Q: 3 clusters Score -6337104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6337119.000000 Penalty: 5398.301758
	Iteration 47Q: 3 clusters Score -6337119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6337122.000000 Penalty: 5398.301758
	Iteration 48Q: 3 clusters Score -6337122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6337131.500000 Penalty: 5398.301758
	Iteration 49Q: 3 clusters Score -6337132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -6337127.000000 Penalty: 5398.301758
	Iteration 50Q: 3 clusters Score -6337127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6337143.000000 Penalty: 5398.301758
	Iteration 51Q: 3 clusters Score -6337143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6337147.500000 Penalty: 5398.301758
	Iteration 52Q: 3 clusters Score -6337148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6337137.500000 Penalty: 5398.301758
	Iteration 53Q: 3 clusters Score -6337138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6337145.000000 Penalty: 5398.301758
	Iteration 54Q: 3 clusters Score -6337145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -6337149.000000 Penalty: 5398.301758
	Iteration 55Q: 3 clusters Score -6337149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6337161.500000 Penalty: 5398.301758
	Iteration 56Q: 3 clusters Score -6337162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6337168.500000 Penalty: 5398.301758
	Iteration 57Q: 3 clusters Score -6337168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6337171.500000 Penalty: 5398.301758
	Iteration 58Q: 3 clusters Score -6337172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6337171.500000 Penalty: 5398.301758
	Iteration 59Q: 3 clusters Score -6337172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6337197.500000 Penalty: 5398.301758
	Iteration 60F: 3 clusters Score -6337198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6337211.000000 Penalty: 5398.301758
	Iteration 61Q: 3 clusters Score -6337211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -6337213.500000 Penalty: 5398.301758
	Iteration 62Q: 3 clusters Score -6337214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -6337202.500000 Penalty: 5398.301758
	Iteration 63Q: 3 clusters Score -6337202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6337212.500000 Penalty: 5398.301758
	Iteration 64Q: 3 clusters Score -6337212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -6337232.500000 Penalty: 5398.301758
	Iteration 65Q: 3 clusters Score -6337232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6337230.000000 Penalty: 5398.301758
	Iteration 66Q: 3 clusters Score -6337230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6337234.000000 Penalty: 5398.301758
	Iteration 67Q: 3 clusters Score -6337234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6337239.500000 Penalty: 5398.301758
	Iteration 68Q: 3 clusters Score -6337240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6337230.000000 Penalty: 5398.301758
	Iteration 69Q: 3 clusters Score -6337230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -6337224.000000 Penalty: 5398.301758
	Iteration 70Q: 3 clusters Score -6337224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6337236.500000 Penalty: 5398.301758
	Iteration 71Q: 3 clusters Score -6337236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -6337241.500000 Penalty: 5398.301758
	Iteration 72Q: 3 clusters Score -6337242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -6337233.000000 Penalty: 5398.301758
	Iteration 73Q: 3 clusters Score -6337233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -6337241.000000 Penalty: 5398.301758
	Iteration 74Q: 3 clusters Score -6337241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6337240.000000 Penalty: 5398.301758
	Iteration 75Q: 3 clusters Score -6337240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -6337237.500000 Penalty: 5398.301758
	Iteration 76Q: 3 clusters Score -6337238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6337235.000000 Penalty: 5398.301758
	Iteration 77Q: 3 clusters Score -6337235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6337233.500000 Penalty: 5398.301758
	Iteration 78Q: 3 clusters Score -6337234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6337247.000000 Penalty: 5398.301758
	Iteration 79Q: 3 clusters Score -6337247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6337258.500000 Penalty: 5398.301758
	Iteration 80F: 3 clusters Score -6337258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -6337256.500000 Penalty: 5398.301758
	Iteration 81Q: 3 clusters Score -6337256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6337261.500000 Penalty: 5398.301758
	Iteration 82Q: 3 clusters Score -6337262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6337265.500000 Penalty: 5398.301758
	Iteration 83Q: 3 clusters Score -6337266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6337262.500000 Penalty: 5398.301758
	Iteration 84Q: 3 clusters Score -6337262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -6337264.000000 Penalty: 5398.301758
	Iteration 85Q: 3 clusters Score -6337264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -6337273.000000 Penalty: 5398.301758
	Iteration 86Q: 3 clusters Score -6337273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6337275.500000 Penalty: 5398.301758
	Iteration 87Q: 3 clusters Score -6337276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -6337272.000000 Penalty: 5398.301758
	Iteration 88Q: 3 clusters Score -6337272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6337270.500000 Penalty: 5398.301758
	Iteration 89Q: 3 clusters Score -6337270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6337253.000000 Penalty: 5398.301758
	Iteration 90Q: 3 clusters Score -6337253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6337270.000000 Penalty: 5398.301758
	Iteration 91Q: 3 clusters Score -6337270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6337271.500000 Penalty: 5398.301758
	Iteration 92Q: 3 clusters Score -6337272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -6337270.500000 Penalty: 5398.301758
	Iteration 93Q: 3 clusters Score -6337270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6337278.500000 Penalty: 5398.301758
	Iteration 94Q: 3 clusters Score -6337278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6337285.000000 Penalty: 5398.301758
	Iteration 95Q: 3 clusters Score -6337285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6337301.500000 Penalty: 5398.301758
	Iteration 96Q: 3 clusters Score -6337302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6337327.000000 Penalty: 5398.301758
	Iteration 97Q: 3 clusters Score -6337327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6337347.500000 Penalty: 5398.301758
	Iteration 98Q: 3 clusters Score -6337348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -6337354.000000 Penalty: 5398.301758
	Iteration 99Q: 3 clusters Score -6337354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6337404.500000 Penalty: 5398.301758
	Iteration 100F: 3 clusters Score -6337404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6337462.000000 Penalty: 5398.301758
	Iteration 101Q: 3 clusters Score -6337462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -6337514.500000 Penalty: 5398.301758
	Iteration 102Q: 3 clusters Score -6337514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6337562.000000 Penalty: 5398.301758
	Iteration 103Q: 3 clusters Score -6337562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6337629.000000 Penalty: 5398.301758
	Iteration 104Q: 3 clusters Score -6337629 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -6337668.000000 Penalty: 5398.301758
	Iteration 105Q: 3 clusters Score -6337668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6337709.500000 Penalty: 5398.301758
	Iteration 106Q: 3 clusters Score -6337710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6337719.500000 Penalty: 5398.301758
	Iteration 107Q: 3 clusters Score -6337720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6337759.000000 Penalty: 5398.301758
	Iteration 108Q: 3 clusters Score -6337759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -6337791.500000 Penalty: 5398.301758
	Iteration 109Q: 3 clusters Score -6337792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6337805.500000 Penalty: 5398.301758
	Iteration 110Q: 3 clusters Score -6337806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6337823.500000 Penalty: 5398.301758
	Iteration 111Q: 3 clusters Score -6337824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6337829.000000 Penalty: 5398.301758
	Iteration 112Q: 3 clusters Score -6337829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6337847.000000 Penalty: 5398.301758
	Iteration 113Q: 3 clusters Score -6337847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6337843.000000 Penalty: 5398.301758
	Iteration 114Q: 3 clusters Score -6337843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -6337853.000000 Penalty: 5398.301758
	Iteration 115Q: 3 clusters Score -6337853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -6337850.500000 Penalty: 5398.301758
	Iteration 116Q: 3 clusters Score -6337850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6337849.500000 Penalty: 5398.301758
	Iteration 117Q: 3 clusters Score -6337850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6337847.000000 Penalty: 5398.301758
	Iteration 118Q: 3 clusters Score -6337847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6337845.500000 Penalty: 5398.301758
	Iteration 119Q: 3 clusters Score -6337846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6337850.500000 Penalty: 5398.301758
	Iteration 120F: 3 clusters Score -6337850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6337845.500000 Penalty: 5398.301758
	Iteration 121Q: 3 clusters Score -6337846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -6337844.000000 Penalty: 5398.301758
	Iteration 122Q: 3 clusters Score -6337844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6337851.500000 Penalty: 5398.301758
	Iteration 123Q: 3 clusters Score -6337852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -6337843.000000 Penalty: 5398.301758
	Iteration 124Q: 3 clusters Score -6337843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6337840.000000 Penalty: 5398.301758
	Iteration 125Q: 3 clusters Score -6337840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6337842.000000 Penalty: 5398.301758
	Iteration 126Q: 3 clusters Score -6337842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6337839.500000 Penalty: 5398.301758
	Iteration 127Q: 3 clusters Score -6337840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6337840.500000 Penalty: 5398.301758
	Iteration 128Q: 3 clusters Score -6337840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6337847.000000 Penalty: 5398.301758
	Iteration 129Q: 3 clusters Score -6337847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6337856.500000 Penalty: 5398.301758
	Iteration 130Q: 3 clusters Score -6337856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6337858.500000 Penalty: 5398.301758
	Iteration 131Q: 3 clusters Score -6337858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6337857.000000 Penalty: 5398.301758
	Iteration 132Q: 3 clusters Score -6337857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6337855.000000 Penalty: 5398.301758
	Iteration 133Q: 3 clusters Score -6337855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6337852.500000 Penalty: 5398.301758
	Iteration 134Q: 3 clusters Score -6337852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6337852.500000 Penalty: 5398.301758
	Iteration 135F: 3 clusters Score -6337852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185571 members 
Entering Unmasked Estep 
Score: -21915650.000000 Penalty: 3008.535889
	Iteration 0F: 2 clusters Score -2.191565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -21799314.000000 Penalty: 6017.071777
	Iteration 0F: 3 clusters Score -2.179931e+07 nChanged 89186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -21851602.000000 Penalty: 6017.071777
	Iteration 1F: 3 clusters Score -2.18516e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -21853106.000000 Penalty: 6017.071777
	Iteration 2Q: 3 clusters Score -2.185311e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -21855784.000000 Penalty: 6017.071777
	Iteration 3Q: 3 clusters Score -2.185578e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -21860970.000000 Penalty: 6017.071777
	Iteration 4F: 3 clusters Score -2.186097e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135032 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -21871662.000000 Penalty: 6017.071777
	Iteration 5F: 3 clusters Score -2.187166e+07 nChanged 17713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -21887836.000000 Penalty: 6017.071777
	Iteration 6F: 3 clusters Score -2.188784e+07 nChanged 16779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169326 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -21902536.000000 Penalty: 6017.071777
	Iteration 7F: 3 clusters Score -2.190254e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179554 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21909936.000000 Penalty: 6017.071777
	Iteration 8F: 3 clusters Score -2.190994e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183315 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -21912392.000000 Penalty: 6017.071777
	Iteration 9Q: 3 clusters Score -2.191239e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184313 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -21913016.000000 Penalty: 6017.071777
	Iteration 10Q: 3 clusters Score -2.191302e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21913420.000000 Penalty: 6017.071777
	Iteration 11Q: 3 clusters Score -2.191342e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184682 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -21913586.000000 Penalty: 6017.071777
	Iteration 12Q: 3 clusters Score -2.191359e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -21913664.000000 Penalty: 6017.071777
	Iteration 13Q: 3 clusters Score -2.191366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184691 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21913712.000000 Penalty: 6017.071777
	Iteration 14Q: 3 clusters Score -2.191371e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21913726.000000 Penalty: 6017.071777
	Iteration 15Q: 3 clusters Score -2.191373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184680 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21913734.000000 Penalty: 6017.071777
	Iteration 16Q: 3 clusters Score -2.191373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21913748.000000 Penalty: 6017.071777
	Iteration 17Q: 3 clusters Score -2.191375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21913752.000000 Penalty: 6017.071777
	Iteration 18Q: 3 clusters Score -2.191375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -21913754.000000 Penalty: 6017.071777
	Iteration 19Q: 3 clusters Score -2.191375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184691 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21913750.000000 Penalty: 6017.071777
	Iteration 20F: 3 clusters Score -2.191375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21913746.000000 Penalty: 6017.071777
	Iteration 21Q: 3 clusters Score -2.191375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21913750.000000 Penalty: 6017.071777
	Iteration 22Q: 3 clusters Score -2.191375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21913732.000000 Penalty: 6017.071777
	Iteration 23Q: 3 clusters Score -2.191373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21913754.000000 Penalty: 6017.071777
	Iteration 24Q: 3 clusters Score -2.191375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -21913752.000000 Penalty: 6017.071777
	Iteration 25Q: 3 clusters Score -2.191375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21913750.000000 Penalty: 6017.071777
	Iteration 26Q: 3 clusters Score -2.191375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21913760.000000 Penalty: 6017.071777
	Iteration 27Q: 3 clusters Score -2.191376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21913766.000000 Penalty: 6017.071777
	Iteration 28Q: 3 clusters Score -2.191377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -21913764.000000 Penalty: 6017.071777
	Iteration 29Q: 3 clusters Score -2.191376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184702 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -21913756.000000 Penalty: 6017.071777
	Iteration 30Q: 3 clusters Score -2.191376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21913766.000000 Penalty: 6017.071777
	Iteration 31Q: 3 clusters Score -2.191377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21913770.000000 Penalty: 6017.071777
	Iteration 32Q: 3 clusters Score -2.191377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -21913778.000000 Penalty: 6017.071777
	Iteration 33Q: 3 clusters Score -2.191378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21913786.000000 Penalty: 6017.071777
	Iteration 34Q: 3 clusters Score -2.191379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21913786.000000 Penalty: 6017.071777
	Iteration 35Q: 3 clusters Score -2.191379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21913788.000000 Penalty: 6017.071777
	Iteration 36Q: 3 clusters Score -2.191379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21913786.000000 Penalty: 6017.071777
	Iteration 37Q: 3 clusters Score -2.191379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21913786.000000 Penalty: 6017.071777
	Iteration 38Q: 3 clusters Score -2.191379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21913780.000000 Penalty: 6017.071777
	Iteration 39Q: 3 clusters Score -2.191378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21913788.000000 Penalty: 6017.071777
	Iteration 40F: 3 clusters Score -2.191379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -104522.062500 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -104522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102641.812500 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -102641.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102945.906250 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -102945.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103028.234375 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -103028.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103077.093750 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -103077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103115.320312 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -103115.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103142.656250 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -103142.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103156.460938 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -103156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103170.023438 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -103170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103182.742188 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -103182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103198.531250 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -103198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103214.062500 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -103214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103219.890625 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -103219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103221.031250 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -103221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103221.460938 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -103221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103222.648438 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -103222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103223.968750 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -103224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103224.757812 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -103224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103224.757812 Penalty: 3423.261719
	Iteration 17F: 3 clusters Score -103224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (245571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245571 members 
Entering Unmasked Estep 
Score: -28820778.000000 Penalty: 3078.012695
	Iteration 0F: 2 clusters Score -2.882078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -28668296.000000 Penalty: 6156.025391
	Iteration 0F: 3 clusters Score -2.86683e+07 nChanged 118434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -28737932.000000 Penalty: 6156.025391
	Iteration 1F: 3 clusters Score -2.873793e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -28739348.000000 Penalty: 6156.025391
	Iteration 2Q: 3 clusters Score -2.873935e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 106127 members 
Entering Unmasked Estep 
Score: -28741616.000000 Penalty: 6156.025391
	Iteration 3Q: 3 clusters Score -2.874162e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 97301 members 
Entering Unmasked Estep 
Score: -28745192.000000 Penalty: 6156.025391
	Iteration 4Q: 3 clusters Score -2.874519e+07 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -28752158.000000 Penalty: 6156.025391
	Iteration 5F: 3 clusters Score -2.875216e+07 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179334 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -28763308.000000 Penalty: 6156.025391
	Iteration 6F: 3 clusters Score -2.876331e+07 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201403 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -28779638.000000 Penalty: 6156.025391
	Iteration 7F: 3 clusters Score -2.877964e+07 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222296 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -28796704.000000 Penalty: 6156.025391
	Iteration 8F: 3 clusters Score -2.87967e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235946 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -28808422.000000 Penalty: 6156.025391
	Iteration 9F: 3 clusters Score -2.880842e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242285 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -28814260.000000 Penalty: 6156.025391
	Iteration 10Q: 3 clusters Score -2.881426e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244509 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -28816688.000000 Penalty: 6156.025391
	Iteration 11Q: 3 clusters Score -2.881669e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245116 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -28817480.000000 Penalty: 6156.025391
	Iteration 12Q: 3 clusters Score -2.881748e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245282 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28817736.000000 Penalty: 6156.025391
	Iteration 13Q: 3 clusters Score -2.881774e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245324 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28817836.000000 Penalty: 6156.025391
	Iteration 14Q: 3 clusters Score -2.881784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245342 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28817888.000000 Penalty: 6156.025391
	Iteration 15Q: 3 clusters Score -2.881789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28817940.000000 Penalty: 6156.025391
	Iteration 16Q: 3 clusters Score -2.881794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245348 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28817940.000000 Penalty: 6156.025391
	Iteration 17Q: 3 clusters Score -2.881794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245352 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28817926.000000 Penalty: 6156.025391
	Iteration 18Q: 3 clusters Score -2.881793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245354 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28817952.000000 Penalty: 6156.025391
	Iteration 19Q: 3 clusters Score -2.881795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28817944.000000 Penalty: 6156.025391
	Iteration 20F: 3 clusters Score -2.881794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28817956.000000 Penalty: 6156.025391
	Iteration 21Q: 3 clusters Score -2.881796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28817962.000000 Penalty: 6156.025391
	Iteration 22Q: 3 clusters Score -2.881796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245359 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28817950.000000 Penalty: 6156.025391
	Iteration 23Q: 3 clusters Score -2.881795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245358 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28817948.000000 Penalty: 6156.025391
	Iteration 24Q: 3 clusters Score -2.881795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245357 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28817960.000000 Penalty: 6156.025391
	Iteration 25Q: 3 clusters Score -2.881796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28817968.000000 Penalty: 6156.025391
	Iteration 26Q: 3 clusters Score -2.881797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245357 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28817948.000000 Penalty: 6156.025391
	Iteration 27Q: 3 clusters Score -2.881795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245358 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28817964.000000 Penalty: 6156.025391
	Iteration 28Q: 3 clusters Score -2.881796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28817946.000000 Penalty: 6156.025391
	Iteration 29Q: 3 clusters Score -2.881795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28817946.000000 Penalty: 6156.025391
	Iteration 30F: 3 clusters Score -2.881795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77406 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189712 members 
Mstep: Class 5 contains 20957 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 16 contains 93801 members 
Mstep: Class 18 contains 58543 members 
Mstep: Class 19 contains 53299 members 
Mstep: Class 20 contains 185571 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052696.000000 Penalty: 54895.289062
Iteration 239Q: 17 clusters Score -1.180527e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77352 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189704 members 
Mstep: Class 5 contains 20968 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 16 contains 93812 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53306 members 
Mstep: Class 20 contains 185572 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 240F: 17 clusters Score -1.180525e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77303 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189696 members 
Mstep: Class 5 contains 20978 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 93817 members 
Mstep: Class 18 contains 58541 members 
Mstep: Class 19 contains 53310 members 
Mstep: Class 20 contains 185585 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 241Q: 17 clusters Score -1.180525e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77247 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189693 members 
Mstep: Class 5 contains 20986 members 
Mstep: Class 6 contains 44090 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 93823 members 
Mstep: Class 18 contains 58541 members 
Mstep: Class 19 contains 53317 members 
Mstep: Class 20 contains 185599 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052648.000000 Penalty: 54895.289062
Iteration 242Q: 17 clusters Score -1.180526e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77195 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189690 members 
Mstep: Class 5 contains 20993 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 93832 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53322 members 
Mstep: Class 20 contains 185620 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052528.000000 Penalty: 54895.289062
Iteration 243Q: 17 clusters Score -1.180525e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77154 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 20999 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 93839 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53329 members 
Mstep: Class 20 contains 185628 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052472.000000 Penalty: 54895.289062
Iteration 244Q: 17 clusters Score -1.180525e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77110 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21000 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 93852 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53333 members 
Mstep: Class 20 contains 185642 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052400.000000 Penalty: 54895.289062
Iteration 245Q: 17 clusters Score -1.180524e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77065 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 189687 members 
Mstep: Class 5 contains 21005 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 93866 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53335 members 
Mstep: Class 20 contains 185657 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052400.000000 Penalty: 54895.289062
Iteration 246Q: 17 clusters Score -1.180524e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 77023 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189675 members 
Mstep: Class 5 contains 21004 members 
Mstep: Class 6 contains 44081 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 93881 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53341 members 
Mstep: Class 20 contains 185669 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052400.000000 Penalty: 54895.289062
Iteration 247Q: 17 clusters Score -1.180524e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76976 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189665 members 
Mstep: Class 5 contains 21009 members 
Mstep: Class 6 contains 44079 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 93891 members 
Mstep: Class 18 contains 58543 members 
Mstep: Class 19 contains 53347 members 
Mstep: Class 20 contains 185683 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 248Q: 17 clusters Score -1.180525e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76939 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189659 members 
Mstep: Class 5 contains 21011 members 
Mstep: Class 6 contains 44081 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 93907 members 
Mstep: Class 18 contains 58542 members 
Mstep: Class 19 contains 53348 members 
Mstep: Class 20 contains 185695 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052544.000000 Penalty: 54895.289062
Iteration 249Q: 17 clusters Score -1.180525e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76898 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189652 members 
Mstep: Class 5 contains 21014 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10779 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 93924 members 
Mstep: Class 18 contains 58539 members 
Mstep: Class 19 contains 53348 members 
Mstep: Class 20 contains 185712 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052440.000000 Penalty: 54895.289062
Iteration 250Q: 17 clusters Score -1.180524e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76859 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189642 members 
Mstep: Class 5 contains 21017 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 93945 members 
Mstep: Class 18 contains 58538 members 
Mstep: Class 19 contains 53345 members 
Mstep: Class 20 contains 185725 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052472.000000 Penalty: 54895.289062
Iteration 251Q: 17 clusters Score -1.180525e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76806 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189637 members 
Mstep: Class 5 contains 21023 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 93968 members 
Mstep: Class 18 contains 58539 members 
Mstep: Class 19 contains 53345 members 
Mstep: Class 20 contains 185735 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052584.000000 Penalty: 54895.289062
Iteration 252Q: 17 clusters Score -1.180526e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76754 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189632 members 
Mstep: Class 5 contains 21030 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10778 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 93986 members 
Mstep: Class 18 contains 58537 members 
Mstep: Class 19 contains 53349 members 
Mstep: Class 20 contains 185738 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052568.000000 Penalty: 54895.289062
Iteration 253Q: 17 clusters Score -1.180526e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76715 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189632 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 93997 members 
Mstep: Class 18 contains 58536 members 
Mstep: Class 19 contains 53352 members 
Mstep: Class 20 contains 185737 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052496.000000 Penalty: 54895.289062
Iteration 254Q: 17 clusters Score -1.180525e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76677 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189637 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94014 members 
Mstep: Class 18 contains 58536 members 
Mstep: Class 19 contains 53353 members 
Mstep: Class 20 contains 185736 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052496.000000 Penalty: 54895.289062
Iteration 255Q: 17 clusters Score -1.180525e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76633 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189643 members 
Mstep: Class 5 contains 21052 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94029 members 
Mstep: Class 18 contains 58537 members 
Mstep: Class 19 contains 53355 members 
Mstep: Class 20 contains 185734 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 256Q: 17 clusters Score -1.180525e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76607 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189647 members 
Mstep: Class 5 contains 21052 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94041 members 
Mstep: Class 18 contains 58535 members 
Mstep: Class 19 contains 53351 members 
Mstep: Class 20 contains 185730 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052384.000000 Penalty: 54895.289062
Iteration 257Q: 17 clusters Score -1.180524e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76581 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189649 members 
Mstep: Class 5 contains 21056 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 94052 members 
Mstep: Class 18 contains 58534 members 
Mstep: Class 19 contains 53351 members 
Mstep: Class 20 contains 185725 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052368.000000 Penalty: 54895.289062
Iteration 258Q: 17 clusters Score -1.180524e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76558 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189652 members 
Mstep: Class 5 contains 21061 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 94070 members 
Mstep: Class 18 contains 58532 members 
Mstep: Class 19 contains 53348 members 
Mstep: Class 20 contains 185721 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052280.000000 Penalty: 54895.289062
Iteration 259Q: 17 clusters Score -1.180523e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76522 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189654 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 16 contains 94085 members 
Mstep: Class 18 contains 58531 members 
Mstep: Class 19 contains 53350 members 
Mstep: Class 20 contains 185725 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052512.000000 Penalty: 54895.289062
Iteration 260F: 17 clusters Score -1.180525e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76481 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189663 members 
Mstep: Class 5 contains 21075 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 16 contains 94094 members 
Mstep: Class 18 contains 58529 members 
Mstep: Class 19 contains 53349 members 
Mstep: Class 20 contains 185737 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052504.000000 Penalty: 54895.289062
Iteration 261Q: 17 clusters Score -1.180525e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76451 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189664 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 16 contains 94104 members 
Mstep: Class 18 contains 58525 members 
Mstep: Class 19 contains 53346 members 
Mstep: Class 20 contains 185750 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052552.000000 Penalty: 54895.289062
Iteration 262Q: 17 clusters Score -1.180526e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76420 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189667 members 
Mstep: Class 5 contains 21082 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 16 contains 94119 members 
Mstep: Class 18 contains 58525 members 
Mstep: Class 19 contains 53344 members 
Mstep: Class 20 contains 185754 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052472.000000 Penalty: 54895.289062
Iteration 263Q: 17 clusters Score -1.180525e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76391 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189670 members 
Mstep: Class 5 contains 21086 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 16 contains 94131 members 
Mstep: Class 18 contains 58526 members 
Mstep: Class 19 contains 53336 members 
Mstep: Class 20 contains 185755 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052480.000000 Penalty: 54895.289062
Iteration 264Q: 17 clusters Score -1.180525e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76367 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189673 members 
Mstep: Class 5 contains 21090 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12817 members 
Mstep: Class 16 contains 94139 members 
Mstep: Class 18 contains 58525 members 
Mstep: Class 19 contains 53328 members 
Mstep: Class 20 contains 185756 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 245997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 265Q: 17 clusters Score -1.180525e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76346 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189672 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 44081 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94146 members 
Mstep: Class 18 contains 58525 members 
Mstep: Class 19 contains 53325 members 
Mstep: Class 20 contains 185762 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052432.000000 Penalty: 54895.289062
Iteration 266Q: 17 clusters Score -1.180524e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76330 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189673 members 
Mstep: Class 5 contains 21093 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94150 members 
Mstep: Class 18 contains 58524 members 
Mstep: Class 19 contains 53324 members 
Mstep: Class 20 contains 185763 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052496.000000 Penalty: 54895.289062
Iteration 267Q: 17 clusters Score -1.180525e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76314 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189677 members 
Mstep: Class 5 contains 21096 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94153 members 
Mstep: Class 18 contains 58524 members 
Mstep: Class 19 contains 53325 members 
Mstep: Class 20 contains 185764 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 268Q: 17 clusters Score -1.180525e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76294 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189676 members 
Mstep: Class 5 contains 21099 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94157 members 
Mstep: Class 18 contains 58523 members 
Mstep: Class 19 contains 53325 members 
Mstep: Class 20 contains 185767 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052464.000000 Penalty: 54895.289062
Iteration 269Q: 17 clusters Score -1.180525e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76276 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189677 members 
Mstep: Class 5 contains 21106 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94160 members 
Mstep: Class 18 contains 58524 members 
Mstep: Class 19 contains 53325 members 
Mstep: Class 20 contains 185768 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052416.000000 Penalty: 54895.289062
Iteration 270Q: 17 clusters Score -1.180524e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76258 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189676 members 
Mstep: Class 5 contains 21104 members 
Mstep: Class 6 contains 44089 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94163 members 
Mstep: Class 18 contains 58524 members 
Mstep: Class 19 contains 53323 members 
Mstep: Class 20 contains 185776 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052488.000000 Penalty: 54895.289062
Iteration 271Q: 17 clusters Score -1.180525e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76244 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21109 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10774 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94167 members 
Mstep: Class 18 contains 58523 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 185782 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052392.000000 Penalty: 54895.289062
Iteration 272Q: 17 clusters Score -1.180524e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76227 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21114 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94171 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 53318 members 
Mstep: Class 20 contains 185786 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052256.000000 Penalty: 54895.289062
Iteration 273Q: 17 clusters Score -1.180523e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76203 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189673 members 
Mstep: Class 5 contains 21118 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94179 members 
Mstep: Class 18 contains 58521 members 
Mstep: Class 19 contains 53318 members 
Mstep: Class 20 contains 185793 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052256.000000 Penalty: 54895.289062
Iteration 274Q: 17 clusters Score -1.180523e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76184 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21120 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94182 members 
Mstep: Class 18 contains 58521 members 
Mstep: Class 19 contains 53316 members 
Mstep: Class 20 contains 185799 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052240.000000 Penalty: 54895.289062
Iteration 275Q: 17 clusters Score -1.180522e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76170 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189676 members 
Mstep: Class 5 contains 21121 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94186 members 
Mstep: Class 18 contains 58521 members 
Mstep: Class 19 contains 53317 members 
Mstep: Class 20 contains 185804 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052224.000000 Penalty: 54895.289062
Iteration 276Q: 17 clusters Score -1.180522e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76158 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21120 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94191 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 53317 members 
Mstep: Class 20 contains 185809 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052208.000000 Penalty: 54895.289062
Iteration 277Q: 17 clusters Score -1.180522e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76148 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21121 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 16 contains 94194 members 
Mstep: Class 18 contains 58516 members 
Mstep: Class 19 contains 53316 members 
Mstep: Class 20 contains 185813 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052248.000000 Penalty: 54895.289062
Iteration 278Q: 17 clusters Score -1.180522e+08 nChanged 24
Entering ConstructFrom: 
Score: -118052248.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2261435.500000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2261436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2247776.750000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2247777 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2252239.000000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2252239 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2252786.750000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2252787 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2253497.750000 Penalty: 4897.609863
	Iteration 3F: 3 clusters Score -2253498 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2254472.000000 Penalty: 4897.609863
	Iteration 4F: 3 clusters Score -2254472 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2255589.250000 Penalty: 4897.609863
	Iteration 5F: 3 clusters Score -2255589 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2256616.500000 Penalty: 4897.609863
	Iteration 6F: 3 clusters Score -2256616 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2257396.500000 Penalty: 4897.609863
	Iteration 7F: 3 clusters Score -2257396 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2257947.000000 Penalty: 4897.609863
	Iteration 8Q: 3 clusters Score -2257947 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2258312.000000 Penalty: 4897.609863
	Iteration 9Q: 3 clusters Score -2258312 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2258579.000000 Penalty: 4897.609863
	Iteration 10Q: 3 clusters Score -2258579 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2258788.750000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2258789 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2259015.500000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2259016 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2259209.250000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2259209 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2259391.250000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2259391 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2259570.250000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2259570 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2259705.500000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2259706 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2259813.500000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2259814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2259899.750000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2259900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2259967.500000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2259968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2260030.000000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2260030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2260080.000000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2260080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2260123.500000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2260124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2260157.750000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2260158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2260194.000000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2260194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2260205.750000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2260206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2260219.500000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2260220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2260225.000000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2260225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2260227.750000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2260228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2260236.250000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2260236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2260241.750000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2260242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2260243.000000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2260243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2260248.250000 Penalty: 4897.609863
	Iteration 32Q: 3 clusters Score -2260248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2260249.750000 Penalty: 4897.609863
	Iteration 33Q: 3 clusters Score -2260250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2260247.000000 Penalty: 4897.609863
	Iteration 34Q: 3 clusters Score -2260247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2260251.000000 Penalty: 4897.609863
	Iteration 35Q: 3 clusters Score -2260251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2260249.750000 Penalty: 4897.609863
	Iteration 36Q: 3 clusters Score -2260250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2260249.250000 Penalty: 4897.609863
	Iteration 37Q: 3 clusters Score -2260249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2260252.500000 Penalty: 4897.609863
	Iteration 38Q: 3 clusters Score -2260252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2260252.500000 Penalty: 4897.609863
	Iteration 39F: 3 clusters Score -2260252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Entering Unmasked Estep 
Score: -9046643.000000 Penalty: 2787.608154
	Iteration 0F: 2 clusters Score -9046643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -8995379.000000 Penalty: 5575.216309
	Iteration 0F: 3 clusters Score -8995379 nChanged 35831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9015781.000000 Penalty: 5575.216309
	Iteration 1F: 3 clusters Score -9015781 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9016520.000000 Penalty: 5575.216309
	Iteration 2Q: 3 clusters Score -9016520 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9017443.000000 Penalty: 5575.216309
	Iteration 3Q: 3 clusters Score -9017443 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -9018959.000000 Penalty: 5575.216309
	Iteration 4Q: 3 clusters Score -9018959 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -9021045.000000 Penalty: 5575.216309
	Iteration 5F: 3 clusters Score -9021045 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -9024041.000000 Penalty: 5575.216309
	Iteration 6F: 3 clusters Score -9024041 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -9028327.000000 Penalty: 5575.216309
	Iteration 7F: 3 clusters Score -9028327 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -9033726.000000 Penalty: 5575.216309
	Iteration 8F: 3 clusters Score -9033726 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -9038152.000000 Penalty: 5575.216309
	Iteration 9F: 3 clusters Score -9038152 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -9040141.000000 Penalty: 5575.216309
	Iteration 10Q: 3 clusters Score -9040141 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -9040820.000000 Penalty: 5575.216309
	Iteration 11Q: 3 clusters Score -9040820 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -9041199.000000 Penalty: 5575.216309
	Iteration 12Q: 3 clusters Score -9041199 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -9041501.000000 Penalty: 5575.216309
	Iteration 13Q: 3 clusters Score -9041501 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -9041783.000000 Penalty: 5575.216309
	Iteration 14Q: 3 clusters Score -9041783 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -9042043.000000 Penalty: 5575.216309
	Iteration 15Q: 3 clusters Score -9042043 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -9042271.000000 Penalty: 5575.216309
	Iteration 16Q: 3 clusters Score -9042271 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -9042522.000000 Penalty: 5575.216309
	Iteration 17Q: 3 clusters Score -9042522 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -9042697.000000 Penalty: 5575.216309
	Iteration 18Q: 3 clusters Score -9042697 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -9042844.000000 Penalty: 5575.216309
	Iteration 19Q: 3 clusters Score -9042844 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -9042996.000000 Penalty: 5575.216309
	Iteration 20F: 3 clusters Score -9042996 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -9043166.000000 Penalty: 5575.216309
	Iteration 21Q: 3 clusters Score -9043166 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -9043299.000000 Penalty: 5575.216309
	Iteration 22Q: 3 clusters Score -9043299 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -9043387.000000 Penalty: 5575.216309
	Iteration 23Q: 3 clusters Score -9043387 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -9043548.000000 Penalty: 5575.216309
	Iteration 24Q: 3 clusters Score -9043548 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -9043674.000000 Penalty: 5575.216309
	Iteration 25Q: 3 clusters Score -9043674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -9043790.000000 Penalty: 5575.216309
	Iteration 26Q: 3 clusters Score -9043790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9043912.000000 Penalty: 5575.216309
	Iteration 27Q: 3 clusters Score -9043912 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -9044002.000000 Penalty: 5575.216309
	Iteration 28Q: 3 clusters Score -9044002 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -9044057.000000 Penalty: 5575.216309
	Iteration 29Q: 3 clusters Score -9044057 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9044131.000000 Penalty: 5575.216309
	Iteration 30Q: 3 clusters Score -9044131 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -9044189.000000 Penalty: 5575.216309
	Iteration 31Q: 3 clusters Score -9044189 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9044239.000000 Penalty: 5575.216309
	Iteration 32Q: 3 clusters Score -9044239 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9044304.000000 Penalty: 5575.216309
	Iteration 33Q: 3 clusters Score -9044304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -9044355.000000 Penalty: 5575.216309
	Iteration 34Q: 3 clusters Score -9044355 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9044382.000000 Penalty: 5575.216309
	Iteration 35Q: 3 clusters Score -9044382 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -9044431.000000 Penalty: 5575.216309
	Iteration 36Q: 3 clusters Score -9044431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9044454.000000 Penalty: 5575.216309
	Iteration 37Q: 3 clusters Score -9044454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -9044499.000000 Penalty: 5575.216309
	Iteration 38Q: 3 clusters Score -9044499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -9044495.000000 Penalty: 5575.216309
	Iteration 39Q: 3 clusters Score -9044495 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9044519.000000 Penalty: 5575.216309
	Iteration 40F: 3 clusters Score -9044519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9044547.000000 Penalty: 5575.216309
	Iteration 41Q: 3 clusters Score -9044547 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9044591.000000 Penalty: 5575.216309
	Iteration 42Q: 3 clusters Score -9044591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9044596.000000 Penalty: 5575.216309
	Iteration 43Q: 3 clusters Score -9044596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -9044623.000000 Penalty: 5575.216309
	Iteration 44Q: 3 clusters Score -9044623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -9044656.000000 Penalty: 5575.216309
	Iteration 45Q: 3 clusters Score -9044656 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9044661.000000 Penalty: 5575.216309
	Iteration 46Q: 3 clusters Score -9044661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9044697.000000 Penalty: 5575.216309
	Iteration 47Q: 3 clusters Score -9044697 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9044744.000000 Penalty: 5575.216309
	Iteration 48Q: 3 clusters Score -9044744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9044736.000000 Penalty: 5575.216309
	Iteration 49Q: 3 clusters Score -9044736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9044751.000000 Penalty: 5575.216309
	Iteration 50Q: 3 clusters Score -9044751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9044771.000000 Penalty: 5575.216309
	Iteration 51Q: 3 clusters Score -9044771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9044787.000000 Penalty: 5575.216309
	Iteration 52Q: 3 clusters Score -9044787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9044776.000000 Penalty: 5575.216309
	Iteration 53Q: 3 clusters Score -9044776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9044777.000000 Penalty: 5575.216309
	Iteration 54Q: 3 clusters Score -9044777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9044780.000000 Penalty: 5575.216309
	Iteration 55Q: 3 clusters Score -9044780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9044802.000000 Penalty: 5575.216309
	Iteration 56Q: 3 clusters Score -9044802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9044828.000000 Penalty: 5575.216309
	Iteration 57Q: 3 clusters Score -9044828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9044845.000000 Penalty: 5575.216309
	Iteration 58Q: 3 clusters Score -9044845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9044850.000000 Penalty: 5575.216309
	Iteration 59Q: 3 clusters Score -9044850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -9044857.000000 Penalty: 5575.216309
	Iteration 60F: 3 clusters Score -9044857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9044863.000000 Penalty: 5575.216309
	Iteration 61Q: 3 clusters Score -9044863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9044865.000000 Penalty: 5575.216309
	Iteration 62Q: 3 clusters Score -9044865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9044862.000000 Penalty: 5575.216309
	Iteration 63Q: 3 clusters Score -9044862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9044853.000000 Penalty: 5575.216309
	Iteration 64Q: 3 clusters Score -9044853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9044868.000000 Penalty: 5575.216309
	Iteration 65Q: 3 clusters Score -9044868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9044868.000000 Penalty: 5575.216309
	Iteration 66Q: 3 clusters Score -9044868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9044871.000000 Penalty: 5575.216309
	Iteration 67Q: 3 clusters Score -9044871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9044865.000000 Penalty: 5575.216309
	Iteration 68Q: 3 clusters Score -9044865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9044869.000000 Penalty: 5575.216309
	Iteration 69Q: 3 clusters Score -9044869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9044868.000000 Penalty: 5575.216309
	Iteration 70Q: 3 clusters Score -9044868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9044856.000000 Penalty: 5575.216309
	Iteration 71Q: 3 clusters Score -9044856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9044867.000000 Penalty: 5575.216309
	Iteration 72Q: 3 clusters Score -9044867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9044873.000000 Penalty: 5575.216309
	Iteration 73Q: 3 clusters Score -9044873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9044878.000000 Penalty: 5575.216309
	Iteration 74Q: 3 clusters Score -9044878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9044877.000000 Penalty: 5575.216309
	Iteration 75Q: 3 clusters Score -9044877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9044883.000000 Penalty: 5575.216309
	Iteration 76Q: 3 clusters Score -9044883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9044890.000000 Penalty: 5575.216309
	Iteration 77Q: 3 clusters Score -9044890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9044886.000000 Penalty: 5575.216309
	Iteration 78Q: 3 clusters Score -9044886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9044885.000000 Penalty: 5575.216309
	Iteration 79Q: 3 clusters Score -9044885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9044884.000000 Penalty: 5575.216309
	Iteration 80F: 3 clusters Score -9044884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9044879.000000 Penalty: 5575.216309
	Iteration 81Q: 3 clusters Score -9044879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9044879.000000 Penalty: 5575.216309
	Iteration 82F: 3 clusters Score -9044879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -72032.398438 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -72032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70372.882812 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -70372.88 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70687.789062 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -70687.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71001.617188 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -71001.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71181.304688 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -71181.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71285.750000 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -71285.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71394.179688 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -71394.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71439.945312 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -71439.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71476.718750 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -71476.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71493.179688 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -71493.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71508.335938 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -71508.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71512.054688 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -71512.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71515.296875 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -71515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71517.468750 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -71517.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71526.156250 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -71526.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71545.593750 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -71545.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71560.031250 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -71560.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71562.664062 Penalty: 3235.687012
	Iteration 16F: 3 clusters Score -71562.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71567.320312 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -71567.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -71572.585938 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -71572.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71574.750000 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -71574.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71574.750000 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -71574.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189675 members 
Entering Unmasked Estep 
Score: -22517248.000000 Penalty: 3013.960693
	Iteration 0F: 2 clusters Score -2.251725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -22404806.000000 Penalty: 6027.921387
	Iteration 0F: 3 clusters Score -2.240481e+07 nChanged 90985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -22458722.000000 Penalty: 6027.921387
	Iteration 1F: 3 clusters Score -2.245872e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -22460484.000000 Penalty: 6027.921387
	Iteration 2Q: 3 clusters Score -2.246048e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -22462778.000000 Penalty: 6027.921387
	Iteration 3Q: 3 clusters Score -2.246278e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -22465674.000000 Penalty: 6027.921387
	Iteration 4Q: 3 clusters Score -2.246567e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -22469404.000000 Penalty: 6027.921387
	Iteration 5Q: 3 clusters Score -2.24694e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -22474352.000000 Penalty: 6027.921387
	Iteration 6F: 3 clusters Score -2.247435e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -22481666.000000 Penalty: 6027.921387
	Iteration 7F: 3 clusters Score -2.248167e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -22490206.000000 Penalty: 6027.921387
	Iteration 8F: 3 clusters Score -2.249021e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -22497558.000000 Penalty: 6027.921387
	Iteration 9F: 3 clusters Score -2.249756e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -22501084.000000 Penalty: 6027.921387
	Iteration 10Q: 3 clusters Score -2.250108e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -22502494.000000 Penalty: 6027.921387
	Iteration 11Q: 3 clusters Score -2.250249e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -22503110.000000 Penalty: 6027.921387
	Iteration 12Q: 3 clusters Score -2.250311e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -22503580.000000 Penalty: 6027.921387
	Iteration 13Q: 3 clusters Score -2.250358e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -22503944.000000 Penalty: 6027.921387
	Iteration 14Q: 3 clusters Score -2.250394e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -22504356.000000 Penalty: 6027.921387
	Iteration 15Q: 3 clusters Score -2.250436e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -22504930.000000 Penalty: 6027.921387
	Iteration 16Q: 3 clusters Score -2.250493e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86163 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -22505428.000000 Penalty: 6027.921387
	Iteration 17Q: 3 clusters Score -2.250543e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -22506050.000000 Penalty: 6027.921387
	Iteration 18Q: 3 clusters Score -2.250605e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -22506546.000000 Penalty: 6027.921387
	Iteration 19Q: 3 clusters Score -2.250655e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -22506860.000000 Penalty: 6027.921387
	Iteration 20F: 3 clusters Score -2.250686e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -22507310.000000 Penalty: 6027.921387
	Iteration 21Q: 3 clusters Score -2.250731e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 112291 members 
Entering Unmasked Estep 
Score: -22507854.000000 Penalty: 6027.921387
	Iteration 22Q: 3 clusters Score -2.250785e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -22508494.000000 Penalty: 6027.921387
	Iteration 23Q: 3 clusters Score -2.250849e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -22508896.000000 Penalty: 6027.921387
	Iteration 24Q: 3 clusters Score -2.25089e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 118232 members 
Entering Unmasked Estep 
Score: -22509478.000000 Penalty: 6027.921387
	Iteration 25Q: 3 clusters Score -2.250948e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 120374 members 
Entering Unmasked Estep 
Score: -22509944.000000 Penalty: 6027.921387
	Iteration 26Q: 3 clusters Score -2.250994e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -22510530.000000 Penalty: 6027.921387
	Iteration 27Q: 3 clusters Score -2.251053e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -22511100.000000 Penalty: 6027.921387
	Iteration 28Q: 3 clusters Score -2.25111e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -22511484.000000 Penalty: 6027.921387
	Iteration 29Q: 3 clusters Score -2.251148e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 128433 members 
Entering Unmasked Estep 
Score: -22512104.000000 Penalty: 6027.921387
	Iteration 30Q: 3 clusters Score -2.25121e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 130438 members 
Entering Unmasked Estep 
Score: -22512494.000000 Penalty: 6027.921387
	Iteration 31Q: 3 clusters Score -2.251249e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -22512976.000000 Penalty: 6027.921387
	Iteration 32Q: 3 clusters Score -2.251298e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -22513390.000000 Penalty: 6027.921387
	Iteration 33Q: 3 clusters Score -2.251339e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -22513936.000000 Penalty: 6027.921387
	Iteration 34Q: 3 clusters Score -2.251394e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 138763 members 
Entering Unmasked Estep 
Score: -22514550.000000 Penalty: 6027.921387
	Iteration 35Q: 3 clusters Score -2.251455e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 140843 members 
Entering Unmasked Estep 
Score: -22515176.000000 Penalty: 6027.921387
	Iteration 36Q: 3 clusters Score -2.251518e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -22515700.000000 Penalty: 6027.921387
	Iteration 37Q: 3 clusters Score -2.25157e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -22516034.000000 Penalty: 6027.921387
	Iteration 38Q: 3 clusters Score -2.251603e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 146838 members 
Entering Unmasked Estep 
Score: -22516480.000000 Penalty: 6027.921387
	Iteration 39Q: 3 clusters Score -2.251648e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -22516964.000000 Penalty: 6027.921387
	Iteration 40F: 3 clusters Score -2.251696e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -22517432.000000 Penalty: 6027.921387
	Iteration 41Q: 3 clusters Score -2.251743e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -22517952.000000 Penalty: 6027.921387
	Iteration 42Q: 3 clusters Score -2.251795e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -22518294.000000 Penalty: 6027.921387
	Iteration 43Q: 3 clusters Score -2.251829e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -22518668.000000 Penalty: 6027.921387
	Iteration 44Q: 3 clusters Score -2.251867e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -22518988.000000 Penalty: 6027.921387
	Iteration 45Q: 3 clusters Score -2.251899e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -22519210.000000 Penalty: 6027.921387
	Iteration 46Q: 3 clusters Score -2.251921e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -22519322.000000 Penalty: 6027.921387
	Iteration 47Q: 3 clusters Score -2.251932e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -22519308.000000 Penalty: 6027.921387
	Iteration 48Q: 3 clusters Score -2.251931e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -22519390.000000 Penalty: 6027.921387
	Iteration 49Q: 3 clusters Score -2.251939e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -22519364.000000 Penalty: 6027.921387
	Iteration 50Q: 3 clusters Score -2.251936e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -22519454.000000 Penalty: 6027.921387
	Iteration 51Q: 3 clusters Score -2.251945e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 171965 members 
Entering Unmasked Estep 
Score: -22519386.000000 Penalty: 6027.921387
	Iteration 52Q: 3 clusters Score -2.251939e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 173455 members 
Entering Unmasked Estep 
Score: -22519280.000000 Penalty: 6027.921387
	Iteration 53Q: 3 clusters Score -2.251928e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -22519180.000000 Penalty: 6027.921387
	Iteration 54Q: 3 clusters Score -2.251918e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -22519054.000000 Penalty: 6027.921387
	Iteration 55Q: 3 clusters Score -2.251905e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -22518836.000000 Penalty: 6027.921387
	Iteration 56Q: 3 clusters Score -2.251884e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 178322 members 
Entering Unmasked Estep 
Score: -22518792.000000 Penalty: 6027.921387
	Iteration 57Q: 3 clusters Score -2.251879e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 179317 members 
Entering Unmasked Estep 
Score: -22518638.000000 Penalty: 6027.921387
	Iteration 58Q: 3 clusters Score -2.251864e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 180202 members 
Entering Unmasked Estep 
Score: -22518434.000000 Penalty: 6027.921387
	Iteration 59Q: 3 clusters Score -2.251843e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -22518386.000000 Penalty: 6027.921387
	Iteration 60F: 3 clusters Score -2.251839e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -22518308.000000 Penalty: 6027.921387
	Iteration 61Q: 3 clusters Score -2.251831e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 182263 members 
Entering Unmasked Estep 
Score: -22518316.000000 Penalty: 6027.921387
	Iteration 62Q: 3 clusters Score -2.251832e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 182788 members 
Entering Unmasked Estep 
Score: -22518290.000000 Penalty: 6027.921387
	Iteration 63Q: 3 clusters Score -2.251829e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 183264 members 
Entering Unmasked Estep 
Score: -22518190.000000 Penalty: 6027.921387
	Iteration 64Q: 3 clusters Score -2.251819e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 183677 members 
Entering Unmasked Estep 
Score: -22518184.000000 Penalty: 6027.921387
	Iteration 65Q: 3 clusters Score -2.251818e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 184012 members 
Entering Unmasked Estep 
Score: -22518082.000000 Penalty: 6027.921387
	Iteration 66Q: 3 clusters Score -2.251808e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 184301 members 
Entering Unmasked Estep 
Score: -22518034.000000 Penalty: 6027.921387
	Iteration 67Q: 3 clusters Score -2.251803e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 184543 members 
Entering Unmasked Estep 
Score: -22517946.000000 Penalty: 6027.921387
	Iteration 68Q: 3 clusters Score -2.251795e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 184755 members 
Entering Unmasked Estep 
Score: -22517928.000000 Penalty: 6027.921387
	Iteration 69Q: 3 clusters Score -2.251793e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 184984 members 
Entering Unmasked Estep 
Score: -22517920.000000 Penalty: 6027.921387
	Iteration 70Q: 3 clusters Score -2.251792e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -22517828.000000 Penalty: 6027.921387
	Iteration 71Q: 3 clusters Score -2.251783e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -22517820.000000 Penalty: 6027.921387
	Iteration 72Q: 3 clusters Score -2.251782e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -22517760.000000 Penalty: 6027.921387
	Iteration 73Q: 3 clusters Score -2.251776e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -22517702.000000 Penalty: 6027.921387
	Iteration 74Q: 3 clusters Score -2.25177e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 185710 members 
Entering Unmasked Estep 
Score: -22517674.000000 Penalty: 6027.921387
	Iteration 75Q: 3 clusters Score -2.251767e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 185803 members 
Entering Unmasked Estep 
Score: -22517722.000000 Penalty: 6027.921387
	Iteration 76Q: 3 clusters Score -2.251772e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 185887 members 
Entering Unmasked Estep 
Score: -22517760.000000 Penalty: 6027.921387
	Iteration 77Q: 3 clusters Score -2.251776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 185950 members 
Entering Unmasked Estep 
Score: -22517742.000000 Penalty: 6027.921387
	Iteration 78Q: 3 clusters Score -2.251774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 186011 members 
Entering Unmasked Estep 
Score: -22517702.000000 Penalty: 6027.921387
	Iteration 79Q: 3 clusters Score -2.25177e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -22517714.000000 Penalty: 6027.921387
	Iteration 80F: 3 clusters Score -2.251771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 186085 members 
Entering Unmasked Estep 
Score: -22517722.000000 Penalty: 6027.921387
	Iteration 81Q: 3 clusters Score -2.251772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -22517706.000000 Penalty: 6027.921387
	Iteration 82Q: 3 clusters Score -2.251771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 186147 members 
Entering Unmasked Estep 
Score: -22517708.000000 Penalty: 6027.921387
	Iteration 83Q: 3 clusters Score -2.251771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 186162 members 
Entering Unmasked Estep 
Score: -22517728.000000 Penalty: 6027.921387
	Iteration 84Q: 3 clusters Score -2.251773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 186176 members 
Entering Unmasked Estep 
Score: -22517720.000000 Penalty: 6027.921387
	Iteration 85Q: 3 clusters Score -2.251772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 186192 members 
Entering Unmasked Estep 
Score: -22517702.000000 Penalty: 6027.921387
	Iteration 86Q: 3 clusters Score -2.25177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 186205 members 
Entering Unmasked Estep 
Score: -22517708.000000 Penalty: 6027.921387
	Iteration 87Q: 3 clusters Score -2.251771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 186209 members 
Entering Unmasked Estep 
Score: -22517710.000000 Penalty: 6027.921387
	Iteration 88Q: 3 clusters Score -2.251771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 186218 members 
Entering Unmasked Estep 
Score: -22517710.000000 Penalty: 6027.921387
	Iteration 89Q: 3 clusters Score -2.251771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -22517696.000000 Penalty: 6027.921387
	Iteration 90Q: 3 clusters Score -2.25177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 186233 members 
Entering Unmasked Estep 
Score: -22517680.000000 Penalty: 6027.921387
	Iteration 91Q: 3 clusters Score -2.251768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 186236 members 
Entering Unmasked Estep 
Score: -22517674.000000 Penalty: 6027.921387
	Iteration 92Q: 3 clusters Score -2.251767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 186243 members 
Entering Unmasked Estep 
Score: -22517666.000000 Penalty: 6027.921387
	Iteration 93Q: 3 clusters Score -2.251767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 186251 members 
Entering Unmasked Estep 
Score: -22517682.000000 Penalty: 6027.921387
	Iteration 94Q: 3 clusters Score -2.251768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 186257 members 
Entering Unmasked Estep 
Score: -22517678.000000 Penalty: 6027.921387
	Iteration 95Q: 3 clusters Score -2.251768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 186263 members 
Entering Unmasked Estep 
Score: -22517682.000000 Penalty: 6027.921387
	Iteration 96Q: 3 clusters Score -2.251768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 186265 members 
Entering Unmasked Estep 
Score: -22517668.000000 Penalty: 6027.921387
	Iteration 97Q: 3 clusters Score -2.251767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -22517666.000000 Penalty: 6027.921387
	Iteration 98Q: 3 clusters Score -2.251767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 186268 members 
Entering Unmasked Estep 
Score: -22517670.000000 Penalty: 6027.921387
	Iteration 99Q: 3 clusters Score -2.251767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -22517664.000000 Penalty: 6027.921387
	Iteration 100F: 3 clusters Score -2.251766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76142 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 21122 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 186269 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94197 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 185809 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246097 members 
Entering Unmasked Estep 
Score: -118051680.000000 Penalty: 58326.246094
Splitting cluster 4 changes total score from -118052248.000000 to -118051680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Entering Unmasked Estep 
Score: -2525935.750000 Penalty: 2469.601562
	Iteration 0F: 2 clusters Score -2525936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2511121.750000 Penalty: 4939.203125
	Iteration 0F: 3 clusters Score -2511122 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2515949.500000 Penalty: 4939.203125
	Iteration 1F: 3 clusters Score -2515950 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2516320.500000 Penalty: 4939.203125
	Iteration 2F: 3 clusters Score -2516320 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2516624.500000 Penalty: 4939.203125
	Iteration 3Q: 3 clusters Score -2516624 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2516856.000000 Penalty: 4939.203125
	Iteration 4Q: 3 clusters Score -2516856 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2517082.250000 Penalty: 4939.203125
	Iteration 5Q: 3 clusters Score -2517082 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2517310.000000 Penalty: 4939.203125
	Iteration 6Q: 3 clusters Score -2517310 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2517591.750000 Penalty: 4939.203125
	Iteration 7Q: 3 clusters Score -2517592 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2517921.500000 Penalty: 4939.203125
	Iteration 8Q: 3 clusters Score -2517922 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2518374.250000 Penalty: 4939.203125
	Iteration 9Q: 3 clusters Score -2518374 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2519028.250000 Penalty: 4939.203125
	Iteration 10Q: 3 clusters Score -2519028 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2519921.750000 Penalty: 4939.203125
	Iteration 11F: 3 clusters Score -2519922 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2520894.500000 Penalty: 4939.203125
	Iteration 12F: 3 clusters Score -2520894 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2521817.000000 Penalty: 4939.203125
	Iteration 13Q: 3 clusters Score -2521817 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2522541.000000 Penalty: 4939.203125
	Iteration 14Q: 3 clusters Score -2522541 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2523003.000000 Penalty: 4939.203125
	Iteration 15Q: 3 clusters Score -2523003 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2523284.500000 Penalty: 4939.203125
	Iteration 16Q: 3 clusters Score -2523284 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2523444.000000 Penalty: 4939.203125
	Iteration 17Q: 3 clusters Score -2523444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2523534.000000 Penalty: 4939.203125
	Iteration 18Q: 3 clusters Score -2523534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2523613.750000 Penalty: 4939.203125
	Iteration 19Q: 3 clusters Score -2523614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2523662.250000 Penalty: 4939.203125
	Iteration 20F: 3 clusters Score -2523662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2523695.250000 Penalty: 4939.203125
	Iteration 21Q: 3 clusters Score -2523695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2523721.750000 Penalty: 4939.203125
	Iteration 22Q: 3 clusters Score -2523722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2523740.750000 Penalty: 4939.203125
	Iteration 23Q: 3 clusters Score -2523741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2523753.000000 Penalty: 4939.203125
	Iteration 24Q: 3 clusters Score -2523753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2523764.250000 Penalty: 4939.203125
	Iteration 25Q: 3 clusters Score -2523764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2523776.750000 Penalty: 4939.203125
	Iteration 26Q: 3 clusters Score -2523777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2523804.500000 Penalty: 4939.203125
	Iteration 27Q: 3 clusters Score -2523804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2523820.500000 Penalty: 4939.203125
	Iteration 28Q: 3 clusters Score -2523820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2523834.500000 Penalty: 4939.203125
	Iteration 29Q: 3 clusters Score -2523834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2523843.250000 Penalty: 4939.203125
	Iteration 30Q: 3 clusters Score -2523843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2523846.500000 Penalty: 4939.203125
	Iteration 31Q: 3 clusters Score -2523846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2523852.750000 Penalty: 4939.203125
	Iteration 32Q: 3 clusters Score -2523853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2523852.500000 Penalty: 4939.203125
	Iteration 33Q: 3 clusters Score -2523852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2523852.500000 Penalty: 4939.203125
	Iteration 34F: 3 clusters Score -2523852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Entering Unmasked Estep 
Score: -5030261.500000 Penalty: 2652.063965
	Iteration 0F: 2 clusters Score -5030262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5000537.000000 Penalty: 5304.127930
	Iteration 0F: 3 clusters Score -5000537 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5011428.500000 Penalty: 5304.127930
	Iteration 1F: 3 clusters Score -5011428 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5011924.000000 Penalty: 5304.127930
	Iteration 2Q: 3 clusters Score -5011924 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5012328.000000 Penalty: 5304.127930
	Iteration 3Q: 3 clusters Score -5012328 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5012670.000000 Penalty: 5304.127930
	Iteration 4Q: 3 clusters Score -5012670 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5013021.000000 Penalty: 5304.127930
	Iteration 5Q: 3 clusters Score -5013021 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -5013349.000000 Penalty: 5304.127930
	Iteration 6Q: 3 clusters Score -5013349 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5013702.500000 Penalty: 5304.127930
	Iteration 7Q: 3 clusters Score -5013702 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5014077.000000 Penalty: 5304.127930
	Iteration 8Q: 3 clusters Score -5014077 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5014641.000000 Penalty: 5304.127930
	Iteration 9Q: 3 clusters Score -5014641 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5015526.000000 Penalty: 5304.127930
	Iteration 10Q: 3 clusters Score -5015526 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5016855.500000 Penalty: 5304.127930
	Iteration 11Q: 3 clusters Score -5016856 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5018638.500000 Penalty: 5304.127930
	Iteration 12F: 3 clusters Score -5018638 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5020659.000000 Penalty: 5304.127930
	Iteration 13F: 3 clusters Score -5020659 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5022718.500000 Penalty: 5304.127930
	Iteration 14F: 3 clusters Score -5022718 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5024493.000000 Penalty: 5304.127930
	Iteration 15Q: 3 clusters Score -5024493 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5025765.000000 Penalty: 5304.127930
	Iteration 16Q: 3 clusters Score -5025765 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5026576.000000 Penalty: 5304.127930
	Iteration 17Q: 3 clusters Score -5026576 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5027118.000000 Penalty: 5304.127930
	Iteration 18Q: 3 clusters Score -5027118 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5027412.500000 Penalty: 5304.127930
	Iteration 19Q: 3 clusters Score -5027412 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5027608.500000 Penalty: 5304.127930
	Iteration 20F: 3 clusters Score -5027608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5027702.000000 Penalty: 5304.127930
	Iteration 21Q: 3 clusters Score -5027702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5027781.000000 Penalty: 5304.127930
	Iteration 22Q: 3 clusters Score -5027781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5027845.000000 Penalty: 5304.127930
	Iteration 23Q: 3 clusters Score -5027845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5027865.500000 Penalty: 5304.127930
	Iteration 24Q: 3 clusters Score -5027866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5027892.000000 Penalty: 5304.127930
	Iteration 25Q: 3 clusters Score -5027892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5027916.000000 Penalty: 5304.127930
	Iteration 26Q: 3 clusters Score -5027916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5027931.500000 Penalty: 5304.127930
	Iteration 27Q: 3 clusters Score -5027932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5027942.500000 Penalty: 5304.127930
	Iteration 28Q: 3 clusters Score -5027942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5027949.000000 Penalty: 5304.127930
	Iteration 29Q: 3 clusters Score -5027949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5027950.000000 Penalty: 5304.127930
	Iteration 30Q: 3 clusters Score -5027950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5027959.500000 Penalty: 5304.127930
	Iteration 31Q: 3 clusters Score -5027960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5027962.000000 Penalty: 5304.127930
	Iteration 32Q: 3 clusters Score -5027962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5027972.500000 Penalty: 5304.127930
	Iteration 33Q: 3 clusters Score -5027972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5027976.000000 Penalty: 5304.127930
	Iteration 34Q: 3 clusters Score -5027976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5027973.000000 Penalty: 5304.127930
	Iteration 35Q: 3 clusters Score -5027973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5027977.500000 Penalty: 5304.127930
	Iteration 36Q: 3 clusters Score -5027978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5027980.000000 Penalty: 5304.127930
	Iteration 37Q: 3 clusters Score -5027980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5027981.500000 Penalty: 5304.127930
	Iteration 38Q: 3 clusters Score -5027982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5027985.500000 Penalty: 5304.127930
	Iteration 39Q: 3 clusters Score -5027986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5027983.500000 Penalty: 5304.127930
	Iteration 40F: 3 clusters Score -5027984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5027992.000000 Penalty: 5304.127930
	Iteration 41Q: 3 clusters Score -5027992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5027992.000000 Penalty: 5304.127930
	Iteration 42F: 3 clusters Score -5027992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -375707.562500 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375707.6 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376856.156250 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376856.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -377827.781250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -377827.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -378677.375000 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -378677.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -379212.000000 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -379212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -379443.343750 Penalty: 4024.556396
	Iteration 5F: 3 clusters Score -379443.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -379573.343750 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -379573.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -379622.281250 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -379622.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -379641.343750 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -379641.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -379650.750000 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -379657.781250 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -379663.812500 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -379665.125000 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -379665.031250 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -379665.031250 Penalty: 4024.556396
	Iteration 14F: 3 clusters Score -379665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76142 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189675 members 
Mstep: Class 5 contains 21122 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94197 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 185809 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246097 members 
Entering Unmasked Estep 
Score: -118051224.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052248.000000 to -118051224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Entering Unmasked Estep 
Score: -1248565.875000 Penalty: 2302.606934
	Iteration 0F: 2 clusters Score -1248566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1240387.000000 Penalty: 4605.213867
	Iteration 0F: 3 clusters Score -1240387 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1242827.625000 Penalty: 4605.213867
	Iteration 1F: 3 clusters Score -1242828 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1243229.500000 Penalty: 4605.213867
	Iteration 2F: 3 clusters Score -1243230 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1243530.125000 Penalty: 4605.213867
	Iteration 3F: 3 clusters Score -1243530 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1243809.375000 Penalty: 4605.213867
	Iteration 4Q: 3 clusters Score -1243809 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1244033.500000 Penalty: 4605.213867
	Iteration 5Q: 3 clusters Score -1244034 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1244220.375000 Penalty: 4605.213867
	Iteration 6Q: 3 clusters Score -1244220 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1244402.250000 Penalty: 4605.213867
	Iteration 7Q: 3 clusters Score -1244402 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1244571.500000 Penalty: 4605.213867
	Iteration 8Q: 3 clusters Score -1244572 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1244741.375000 Penalty: 4605.213867
	Iteration 9Q: 3 clusters Score -1244741 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1244905.625000 Penalty: 4605.213867
	Iteration 10Q: 3 clusters Score -1244906 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1245095.250000 Penalty: 4605.213867
	Iteration 11Q: 3 clusters Score -1245095 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1245312.000000 Penalty: 4605.213867
	Iteration 12Q: 3 clusters Score -1245312 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1245551.250000 Penalty: 4605.213867
	Iteration 13Q: 3 clusters Score -1245551 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1245771.625000 Penalty: 4605.213867
	Iteration 14Q: 3 clusters Score -1245772 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1245973.125000 Penalty: 4605.213867
	Iteration 15Q: 3 clusters Score -1245973 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1246164.750000 Penalty: 4605.213867
	Iteration 16Q: 3 clusters Score -1246165 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1246333.500000 Penalty: 4605.213867
	Iteration 17Q: 3 clusters Score -1246334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1246486.875000 Penalty: 4605.213867
	Iteration 18Q: 3 clusters Score -1246487 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1246612.250000 Penalty: 4605.213867
	Iteration 19Q: 3 clusters Score -1246612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1246723.750000 Penalty: 4605.213867
	Iteration 20F: 3 clusters Score -1246724 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1246815.125000 Penalty: 4605.213867
	Iteration 21Q: 3 clusters Score -1246815 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1246902.500000 Penalty: 4605.213867
	Iteration 22Q: 3 clusters Score -1246902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1247015.750000 Penalty: 4605.213867
	Iteration 23Q: 3 clusters Score -1247016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1247107.000000 Penalty: 4605.213867
	Iteration 24Q: 3 clusters Score -1247107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1247168.625000 Penalty: 4605.213867
	Iteration 25Q: 3 clusters Score -1247169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1247191.500000 Penalty: 4605.213867
	Iteration 26Q: 3 clusters Score -1247192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1247214.875000 Penalty: 4605.213867
	Iteration 27Q: 3 clusters Score -1247215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1247227.500000 Penalty: 4605.213867
	Iteration 28Q: 3 clusters Score -1247228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1247239.000000 Penalty: 4605.213867
	Iteration 29Q: 3 clusters Score -1247239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1247241.750000 Penalty: 4605.213867
	Iteration 30Q: 3 clusters Score -1247242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1247244.000000 Penalty: 4605.213867
	Iteration 31Q: 3 clusters Score -1247244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1247247.625000 Penalty: 4605.213867
	Iteration 32Q: 3 clusters Score -1247248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1247254.875000 Penalty: 4605.213867
	Iteration 33Q: 3 clusters Score -1247255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1247263.875000 Penalty: 4605.213867
	Iteration 34Q: 3 clusters Score -1247264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1247289.625000 Penalty: 4605.213867
	Iteration 35Q: 3 clusters Score -1247290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1247297.500000 Penalty: 4605.213867
	Iteration 36Q: 3 clusters Score -1247298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1247303.000000 Penalty: 4605.213867
	Iteration 37Q: 3 clusters Score -1247303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1247309.250000 Penalty: 4605.213867
	Iteration 38Q: 3 clusters Score -1247309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1247312.625000 Penalty: 4605.213867
	Iteration 39Q: 3 clusters Score -1247313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1247312.250000 Penalty: 4605.213867
	Iteration 40F: 3 clusters Score -1247312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -240038.906250 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -240038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -237294.375000 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -237294.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237783.093750 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -237783.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237922.234375 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -237922.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237986.031250 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -237986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -238030.796875 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -238030.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238070.125000 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -238070.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238087.250000 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -238087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238096.328125 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -238096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238100.921875 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -238100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -238108.390625 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -238108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238114.796875 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -238114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238116.906250 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -238116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238118.468750 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -238118.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238119.046875 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -238119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238120.171875 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -238120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238120.640625 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -238120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -238121.250000 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -238121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238122.390625 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -238122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238122.390625 Penalty: 3810.511230
	Iteration 18F: 3 clusters Score -238122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Entering Unmasked Estep 
Score: -1531125.000000 Penalty: 2345.734131
	Iteration 0F: 2 clusters Score -1531125 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 6481 members 
Entering Unmasked Estep 
Score: -1521687.375000 Penalty: 4691.468262
	Iteration 0F: 3 clusters Score -1521687 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1524486.500000 Penalty: 4691.468262
	Iteration 1F: 3 clusters Score -1524486 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1524874.500000 Penalty: 4691.468262
	Iteration 2F: 3 clusters Score -1524874 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1525234.750000 Penalty: 4691.468262
	Iteration 3F: 3 clusters Score -1525235 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1525609.375000 Penalty: 4691.468262
	Iteration 4F: 3 clusters Score -1525609 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1525988.375000 Penalty: 4691.468262
	Iteration 5F: 3 clusters Score -1525988 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1526385.875000 Penalty: 4691.468262
	Iteration 6F: 3 clusters Score -1526386 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1526844.375000 Penalty: 4691.468262
	Iteration 7F: 3 clusters Score -1526844 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1527370.625000 Penalty: 4691.468262
	Iteration 8F: 3 clusters Score -1527371 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1527877.500000 Penalty: 4691.468262
	Iteration 9Q: 3 clusters Score -1527878 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1528352.625000 Penalty: 4691.468262
	Iteration 10Q: 3 clusters Score -1528353 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1528664.250000 Penalty: 4691.468262
	Iteration 11Q: 3 clusters Score -1528664 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1528835.000000 Penalty: 4691.468262
	Iteration 12Q: 3 clusters Score -1528835 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1528917.125000 Penalty: 4691.468262
	Iteration 13Q: 3 clusters Score -1528917 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1528950.375000 Penalty: 4691.468262
	Iteration 14Q: 3 clusters Score -1528950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1528983.625000 Penalty: 4691.468262
	Iteration 15Q: 3 clusters Score -1528984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1529004.125000 Penalty: 4691.468262
	Iteration 16Q: 3 clusters Score -1529004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1529024.250000 Penalty: 4691.468262
	Iteration 17Q: 3 clusters Score -1529024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1529047.625000 Penalty: 4691.468262
	Iteration 18Q: 3 clusters Score -1529048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1529067.000000 Penalty: 4691.468262
	Iteration 19Q: 3 clusters Score -1529067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1529075.250000 Penalty: 4691.468262
	Iteration 20F: 3 clusters Score -1529075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1529081.625000 Penalty: 4691.468262
	Iteration 21Q: 3 clusters Score -1529082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1529089.750000 Penalty: 4691.468262
	Iteration 22Q: 3 clusters Score -1529090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1529092.750000 Penalty: 4691.468262
	Iteration 23Q: 3 clusters Score -1529093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1529096.875000 Penalty: 4691.468262
	Iteration 24Q: 3 clusters Score -1529097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1529104.000000 Penalty: 4691.468262
	Iteration 25Q: 3 clusters Score -1529104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1529108.375000 Penalty: 4691.468262
	Iteration 26Q: 3 clusters Score -1529108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1529112.500000 Penalty: 4691.468262
	Iteration 27Q: 3 clusters Score -1529112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1529120.000000 Penalty: 4691.468262
	Iteration 28Q: 3 clusters Score -1529120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1529119.250000 Penalty: 4691.468262
	Iteration 29Q: 3 clusters Score -1529119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1529124.875000 Penalty: 4691.468262
	Iteration 30Q: 3 clusters Score -1529125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1529131.750000 Penalty: 4691.468262
	Iteration 31Q: 3 clusters Score -1529132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1529131.750000 Penalty: 4691.468262
	Iteration 32Q: 3 clusters Score -1529132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1529133.625000 Penalty: 4691.468262
	Iteration 33Q: 3 clusters Score -1529134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1529138.250000 Penalty: 4691.468262
	Iteration 34Q: 3 clusters Score -1529138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1529142.250000 Penalty: 4691.468262
	Iteration 35Q: 3 clusters Score -1529142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1529142.125000 Penalty: 4691.468262
	Iteration 36Q: 3 clusters Score -1529142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1529150.875000 Penalty: 4691.468262
	Iteration 37Q: 3 clusters Score -1529151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1529148.125000 Penalty: 4691.468262
	Iteration 38Q: 3 clusters Score -1529148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1529151.375000 Penalty: 4691.468262
	Iteration 39Q: 3 clusters Score -1529151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1529150.750000 Penalty: 4691.468262
	Iteration 40F: 3 clusters Score -1529151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1529151.750000 Penalty: 4691.468262
	Iteration 41Q: 3 clusters Score -1529152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1529151.625000 Penalty: 4691.468262
	Iteration 42Q: 3 clusters Score -1529152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1529151.000000 Penalty: 4691.468262
	Iteration 43Q: 3 clusters Score -1529151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1529152.875000 Penalty: 4691.468262
	Iteration 44Q: 3 clusters Score -1529153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1529155.250000 Penalty: 4691.468262
	Iteration 45Q: 3 clusters Score -1529155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1529155.250000 Penalty: 4691.468262
	Iteration 46Q: 3 clusters Score -1529155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1529158.875000 Penalty: 4691.468262
	Iteration 47Q: 3 clusters Score -1529159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1529160.500000 Penalty: 4691.468262
	Iteration 48Q: 3 clusters Score -1529160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1529161.000000 Penalty: 4691.468262
	Iteration 49Q: 3 clusters Score -1529161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1529162.875000 Penalty: 4691.468262
	Iteration 50Q: 3 clusters Score -1529163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1529167.500000 Penalty: 4691.468262
	Iteration 51Q: 3 clusters Score -1529168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1529167.500000 Penalty: 4691.468262
	Iteration 52Q: 3 clusters Score -1529168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1529170.500000 Penalty: 4691.468262
	Iteration 53Q: 3 clusters Score -1529170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1529170.000000 Penalty: 4691.468262
	Iteration 54Q: 3 clusters Score -1529170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1529176.125000 Penalty: 4691.468262
	Iteration 55Q: 3 clusters Score -1529176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1529176.500000 Penalty: 4691.468262
	Iteration 56Q: 3 clusters Score -1529176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1529182.625000 Penalty: 4691.468262
	Iteration 57Q: 3 clusters Score -1529183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1529180.750000 Penalty: 4691.468262
	Iteration 58Q: 3 clusters Score -1529181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1529187.125000 Penalty: 4691.468262
	Iteration 59Q: 3 clusters Score -1529187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1529192.625000 Penalty: 4691.468262
	Iteration 60F: 3 clusters Score -1529193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1529198.500000 Penalty: 4691.468262
	Iteration 61Q: 3 clusters Score -1529198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1529203.000000 Penalty: 4691.468262
	Iteration 62Q: 3 clusters Score -1529203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1529206.750000 Penalty: 4691.468262
	Iteration 63Q: 3 clusters Score -1529207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1529208.375000 Penalty: 4691.468262
	Iteration 64Q: 3 clusters Score -1529208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1529210.500000 Penalty: 4691.468262
	Iteration 65Q: 3 clusters Score -1529210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1529212.750000 Penalty: 4691.468262
	Iteration 66Q: 3 clusters Score -1529213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1529218.000000 Penalty: 4691.468262
	Iteration 67Q: 3 clusters Score -1529218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1529222.625000 Penalty: 4691.468262
	Iteration 68Q: 3 clusters Score -1529223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1529226.000000 Penalty: 4691.468262
	Iteration 69Q: 3 clusters Score -1529226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1529233.125000 Penalty: 4691.468262
	Iteration 70Q: 3 clusters Score -1529233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1529238.500000 Penalty: 4691.468262
	Iteration 71Q: 3 clusters Score -1529238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1529240.875000 Penalty: 4691.468262
	Iteration 72Q: 3 clusters Score -1529241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1529241.500000 Penalty: 4691.468262
	Iteration 73Q: 3 clusters Score -1529242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1529240.750000 Penalty: 4691.468262
	Iteration 74Q: 3 clusters Score -1529241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1529241.875000 Penalty: 4691.468262
	Iteration 75Q: 3 clusters Score -1529242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1529241.875000 Penalty: 4691.468262
	Iteration 76F: 3 clusters Score -1529242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Entering Unmasked Estep 
Score: -11184726.000000 Penalty: 2840.379639
	Iteration 0F: 2 clusters Score -1.118473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -11121671.000000 Penalty: 5680.759277
	Iteration 0F: 3 clusters Score -1.112167e+07 nChanged 44295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -11146858.000000 Penalty: 5680.759277
	Iteration 1F: 3 clusters Score -1.114686e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -11147598.000000 Penalty: 5680.759277
	Iteration 2Q: 3 clusters Score -1.11476e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -11148488.000000 Penalty: 5680.759277
	Iteration 3Q: 3 clusters Score -1.114849e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -11149951.000000 Penalty: 5680.759277
	Iteration 4Q: 3 clusters Score -1.114995e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -11152228.000000 Penalty: 5680.759277
	Iteration 5F: 3 clusters Score -1.115223e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -11156150.000000 Penalty: 5680.759277
	Iteration 6F: 3 clusters Score -1.115615e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -11162248.000000 Penalty: 5680.759277
	Iteration 7F: 3 clusters Score -1.116225e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -11169286.000000 Penalty: 5680.759277
	Iteration 8F: 3 clusters Score -1.116929e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -11175347.000000 Penalty: 5680.759277
	Iteration 9F: 3 clusters Score -1.117535e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -11178788.000000 Penalty: 5680.759277
	Iteration 10Q: 3 clusters Score -1.117879e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -11180388.000000 Penalty: 5680.759277
	Iteration 11Q: 3 clusters Score -1.118039e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -11180973.000000 Penalty: 5680.759277
	Iteration 12Q: 3 clusters Score -1.118097e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -11181319.000000 Penalty: 5680.759277
	Iteration 13Q: 3 clusters Score -1.118132e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -11181597.000000 Penalty: 5680.759277
	Iteration 14Q: 3 clusters Score -1.11816e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 88796 members 
Entering Unmasked Estep 
Score: -11181719.000000 Penalty: 5680.759277
	Iteration 15Q: 3 clusters Score -1.118172e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -11181868.000000 Penalty: 5680.759277
	Iteration 16Q: 3 clusters Score -1.118187e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -11181925.000000 Penalty: 5680.759277
	Iteration 17Q: 3 clusters Score -1.118192e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 89822 members 
Entering Unmasked Estep 
Score: -11182012.000000 Penalty: 5680.759277
	Iteration 18Q: 3 clusters Score -1.118201e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -11182100.000000 Penalty: 5680.759277
	Iteration 19Q: 3 clusters Score -1.11821e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -11182156.000000 Penalty: 5680.759277
	Iteration 20F: 3 clusters Score -1.118216e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -11182217.000000 Penalty: 5680.759277
	Iteration 21Q: 3 clusters Score -1.118222e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -11182236.000000 Penalty: 5680.759277
	Iteration 22Q: 3 clusters Score -1.118224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -11182284.000000 Penalty: 5680.759277
	Iteration 23Q: 3 clusters Score -1.118228e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -11182274.000000 Penalty: 5680.759277
	Iteration 24Q: 3 clusters Score -1.118227e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -11182294.000000 Penalty: 5680.759277
	Iteration 25Q: 3 clusters Score -1.118229e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -11182332.000000 Penalty: 5680.759277
	Iteration 26Q: 3 clusters Score -1.118233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -11182357.000000 Penalty: 5680.759277
	Iteration 27Q: 3 clusters Score -1.118236e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -11182386.000000 Penalty: 5680.759277
	Iteration 28Q: 3 clusters Score -1.118239e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -11182411.000000 Penalty: 5680.759277
	Iteration 29Q: 3 clusters Score -1.118241e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -11182422.000000 Penalty: 5680.759277
	Iteration 30Q: 3 clusters Score -1.118242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -11182398.000000 Penalty: 5680.759277
	Iteration 31Q: 3 clusters Score -1.11824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -11182431.000000 Penalty: 5680.759277
	Iteration 32Q: 3 clusters Score -1.118243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11182416.000000 Penalty: 5680.759277
	Iteration 33Q: 3 clusters Score -1.118242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -11182443.000000 Penalty: 5680.759277
	Iteration 34Q: 3 clusters Score -1.118244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -11182418.000000 Penalty: 5680.759277
	Iteration 35Q: 3 clusters Score -1.118242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -11182437.000000 Penalty: 5680.759277
	Iteration 36Q: 3 clusters Score -1.118244e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -11182468.000000 Penalty: 5680.759277
	Iteration 37Q: 3 clusters Score -1.118247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -11182469.000000 Penalty: 5680.759277
	Iteration 38Q: 3 clusters Score -1.118247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -11182472.000000 Penalty: 5680.759277
	Iteration 39Q: 3 clusters Score -1.118247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -11182494.000000 Penalty: 5680.759277
	Iteration 40F: 3 clusters Score -1.118249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -11182499.000000 Penalty: 5680.759277
	Iteration 41Q: 3 clusters Score -1.11825e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -11182493.000000 Penalty: 5680.759277
	Iteration 42Q: 3 clusters Score -1.118249e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -11182493.000000 Penalty: 5680.759277
	Iteration 43Q: 3 clusters Score -1.118249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -11182499.000000 Penalty: 5680.759277
	Iteration 44Q: 3 clusters Score -1.11825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -11182514.000000 Penalty: 5680.759277
	Iteration 45Q: 3 clusters Score -1.118251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -11182513.000000 Penalty: 5680.759277
	Iteration 46Q: 3 clusters Score -1.118251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -11182492.000000 Penalty: 5680.759277
	Iteration 47Q: 3 clusters Score -1.118249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -11182514.000000 Penalty: 5680.759277
	Iteration 48Q: 3 clusters Score -1.118251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -11182532.000000 Penalty: 5680.759277
	Iteration 49Q: 3 clusters Score -1.118253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -11182508.000000 Penalty: 5680.759277
	Iteration 50Q: 3 clusters Score -1.118251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -11182512.000000 Penalty: 5680.759277
	Iteration 51Q: 3 clusters Score -1.118251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -11182507.000000 Penalty: 5680.759277
	Iteration 52Q: 3 clusters Score -1.118251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -11182497.000000 Penalty: 5680.759277
	Iteration 53Q: 3 clusters Score -1.11825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -11182489.000000 Penalty: 5680.759277
	Iteration 54Q: 3 clusters Score -1.118249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -11182502.000000 Penalty: 5680.759277
	Iteration 55Q: 3 clusters Score -1.11825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -11182511.000000 Penalty: 5680.759277
	Iteration 56Q: 3 clusters Score -1.118251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -11182502.000000 Penalty: 5680.759277
	Iteration 57Q: 3 clusters Score -1.11825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -11182511.000000 Penalty: 5680.759277
	Iteration 58Q: 3 clusters Score -1.118251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 92257 members 
Entering Unmasked Estep 
Score: -11182505.000000 Penalty: 5680.759277
	Iteration 59Q: 3 clusters Score -1.11825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -11182508.000000 Penalty: 5680.759277
	Iteration 60F: 3 clusters Score -1.118251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -11182507.000000 Penalty: 5680.759277
	Iteration 61Q: 3 clusters Score -1.118251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -11182507.000000 Penalty: 5680.759277
	Iteration 62Q: 3 clusters Score -1.118251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -11182518.000000 Penalty: 5680.759277
	Iteration 63Q: 3 clusters Score -1.118252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -11182526.000000 Penalty: 5680.759277
	Iteration 64Q: 3 clusters Score -1.118253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -11182517.000000 Penalty: 5680.759277
	Iteration 65Q: 3 clusters Score -1.118252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -11182512.000000 Penalty: 5680.759277
	Iteration 66Q: 3 clusters Score -1.118251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -11182510.000000 Penalty: 5680.759277
	Iteration 67Q: 3 clusters Score -1.118251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -11182511.000000 Penalty: 5680.759277
	Iteration 68Q: 3 clusters Score -1.118251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -11182510.000000 Penalty: 5680.759277
	Iteration 69Q: 3 clusters Score -1.118251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -11182511.000000 Penalty: 5680.759277
	Iteration 70Q: 3 clusters Score -1.118251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -11182509.000000 Penalty: 5680.759277
	Iteration 71Q: 3 clusters Score -1.118251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -11182509.000000 Penalty: 5680.759277
	Iteration 72F: 3 clusters Score -1.118251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Entering Unmasked Estep 
Score: -6921344.000000 Penalty: 2722.305420
	Iteration 0F: 2 clusters Score -6921344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -6881892.500000 Penalty: 5444.610840
	Iteration 0F: 3 clusters Score -6881892 nChanged 27125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6896961.500000 Penalty: 5444.610840
	Iteration 1F: 3 clusters Score -6896962 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -6897480.500000 Penalty: 5444.610840
	Iteration 2Q: 3 clusters Score -6897480 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -6898031.000000 Penalty: 5444.610840
	Iteration 3Q: 3 clusters Score -6898031 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -6898674.000000 Penalty: 5444.610840
	Iteration 4Q: 3 clusters Score -6898674 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6899643.500000 Penalty: 5444.610840
	Iteration 5Q: 3 clusters Score -6899644 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -6901063.500000 Penalty: 5444.610840
	Iteration 6F: 3 clusters Score -6901064 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -6903497.500000 Penalty: 5444.610840
	Iteration 7F: 3 clusters Score -6903498 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6906918.500000 Penalty: 5444.610840
	Iteration 8F: 3 clusters Score -6906918 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -6910934.000000 Penalty: 5444.610840
	Iteration 9F: 3 clusters Score -6910934 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -6914467.000000 Penalty: 5444.610840
	Iteration 10F: 3 clusters Score -6914467 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -6916604.500000 Penalty: 5444.610840
	Iteration 11Q: 3 clusters Score -6916604 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -6917805.500000 Penalty: 5444.610840
	Iteration 12Q: 3 clusters Score -6917806 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -6918362.500000 Penalty: 5444.610840
	Iteration 13Q: 3 clusters Score -6918362 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -6918690.000000 Penalty: 5444.610840
	Iteration 14Q: 3 clusters Score -6918690 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6918864.500000 Penalty: 5444.610840
	Iteration 15Q: 3 clusters Score -6918864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -6918958.000000 Penalty: 5444.610840
	Iteration 16Q: 3 clusters Score -6918958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -6919023.000000 Penalty: 5444.610840
	Iteration 17Q: 3 clusters Score -6919023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -6919083.500000 Penalty: 5444.610840
	Iteration 18Q: 3 clusters Score -6919084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -6919100.000000 Penalty: 5444.610840
	Iteration 19Q: 3 clusters Score -6919100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -6919136.000000 Penalty: 5444.610840
	Iteration 20F: 3 clusters Score -6919136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6919146.500000 Penalty: 5444.610840
	Iteration 21Q: 3 clusters Score -6919146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -6919158.000000 Penalty: 5444.610840
	Iteration 22Q: 3 clusters Score -6919158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -6919167.500000 Penalty: 5444.610840
	Iteration 23Q: 3 clusters Score -6919168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -6919180.500000 Penalty: 5444.610840
	Iteration 24Q: 3 clusters Score -6919180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -6919187.500000 Penalty: 5444.610840
	Iteration 25Q: 3 clusters Score -6919188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -6919189.500000 Penalty: 5444.610840
	Iteration 26Q: 3 clusters Score -6919190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -6919195.000000 Penalty: 5444.610840
	Iteration 27Q: 3 clusters Score -6919195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -6919202.000000 Penalty: 5444.610840
	Iteration 28Q: 3 clusters Score -6919202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6919206.000000 Penalty: 5444.610840
	Iteration 29Q: 3 clusters Score -6919206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6919205.000000 Penalty: 5444.610840
	Iteration 30Q: 3 clusters Score -6919205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -6919207.500000 Penalty: 5444.610840
	Iteration 31Q: 3 clusters Score -6919208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -6919213.500000 Penalty: 5444.610840
	Iteration 32Q: 3 clusters Score -6919214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -6919214.000000 Penalty: 5444.610840
	Iteration 33Q: 3 clusters Score -6919214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -6919214.000000 Penalty: 5444.610840
	Iteration 34F: 3 clusters Score -6919214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Entering Unmasked Estep 
Score: -6340881.500000 Penalty: 2699.244141
	Iteration 0F: 2 clusters Score -6340882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6304874.500000 Penalty: 5398.488281
	Iteration 0F: 3 clusters Score -6304874 nChanged 24804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6318556.000000 Penalty: 5398.488281
	Iteration 1F: 3 clusters Score -6318556 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6319131.000000 Penalty: 5398.488281
	Iteration 2Q: 3 clusters Score -6319131 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6319759.500000 Penalty: 5398.488281
	Iteration 3Q: 3 clusters Score -6319760 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -6320727.500000 Penalty: 5398.488281
	Iteration 4Q: 3 clusters Score -6320728 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -6322090.500000 Penalty: 5398.488281
	Iteration 5Q: 3 clusters Score -6322090 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6324071.000000 Penalty: 5398.488281
	Iteration 6F: 3 clusters Score -6324071 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -6326872.000000 Penalty: 5398.488281
	Iteration 7F: 3 clusters Score -6326872 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -6330258.000000 Penalty: 5398.488281
	Iteration 8F: 3 clusters Score -6330258 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -6333612.000000 Penalty: 5398.488281
	Iteration 9F: 3 clusters Score -6333612 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -6335932.500000 Penalty: 5398.488281
	Iteration 10F: 3 clusters Score -6335932 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6337163.500000 Penalty: 5398.488281
	Iteration 11Q: 3 clusters Score -6337164 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -6337970.000000 Penalty: 5398.488281
	Iteration 12Q: 3 clusters Score -6337970 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6338554.000000 Penalty: 5398.488281
	Iteration 13Q: 3 clusters Score -6338554 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6338927.000000 Penalty: 5398.488281
	Iteration 14Q: 3 clusters Score -6338927 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6339240.500000 Penalty: 5398.488281
	Iteration 15Q: 3 clusters Score -6339240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6339521.000000 Penalty: 5398.488281
	Iteration 16Q: 3 clusters Score -6339521 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6339719.000000 Penalty: 5398.488281
	Iteration 17Q: 3 clusters Score -6339719 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6339876.000000 Penalty: 5398.488281
	Iteration 18Q: 3 clusters Score -6339876 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6339995.500000 Penalty: 5398.488281
	Iteration 19Q: 3 clusters Score -6339996 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6340053.000000 Penalty: 5398.488281
	Iteration 20F: 3 clusters Score -6340053 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6340074.000000 Penalty: 5398.488281
	Iteration 21Q: 3 clusters Score -6340074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -6340111.000000 Penalty: 5398.488281
	Iteration 22Q: 3 clusters Score -6340111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6340122.500000 Penalty: 5398.488281
	Iteration 23Q: 3 clusters Score -6340122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6340129.000000 Penalty: 5398.488281
	Iteration 24Q: 3 clusters Score -6340129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6340146.000000 Penalty: 5398.488281
	Iteration 25Q: 3 clusters Score -6340146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6340179.000000 Penalty: 5398.488281
	Iteration 26Q: 3 clusters Score -6340179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6340177.000000 Penalty: 5398.488281
	Iteration 27Q: 3 clusters Score -6340177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6340168.500000 Penalty: 5398.488281
	Iteration 28Q: 3 clusters Score -6340168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6340188.000000 Penalty: 5398.488281
	Iteration 29Q: 3 clusters Score -6340188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6340204.000000 Penalty: 5398.488281
	Iteration 30Q: 3 clusters Score -6340204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6340203.500000 Penalty: 5398.488281
	Iteration 31Q: 3 clusters Score -6340204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6340204.000000 Penalty: 5398.488281
	Iteration 32Q: 3 clusters Score -6340204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6340203.500000 Penalty: 5398.488281
	Iteration 33Q: 3 clusters Score -6340204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6340201.500000 Penalty: 5398.488281
	Iteration 34Q: 3 clusters Score -6340202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6340202.500000 Penalty: 5398.488281
	Iteration 35Q: 3 clusters Score -6340202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6340202.500000 Penalty: 5398.488281
	Iteration 36F: 3 clusters Score -6340202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185809 members 
Entering Unmasked Estep 
Score: -21943406.000000 Penalty: 3008.853760
	Iteration 0F: 2 clusters Score -2.194341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -21826878.000000 Penalty: 6017.707520
	Iteration 0F: 3 clusters Score -2.182688e+07 nChanged 89263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -21879138.000000 Penalty: 6017.707520
	Iteration 1F: 3 clusters Score -2.187914e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -21880288.000000 Penalty: 6017.707520
	Iteration 2Q: 3 clusters Score -2.188029e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -21882206.000000 Penalty: 6017.707520
	Iteration 3Q: 3 clusters Score -2.188221e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -21884872.000000 Penalty: 6017.707520
	Iteration 4Q: 3 clusters Score -2.188487e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -21889814.000000 Penalty: 6017.707520
	Iteration 5F: 3 clusters Score -2.188981e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -21897530.000000 Penalty: 6017.707520
	Iteration 6F: 3 clusters Score -2.189753e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -21908850.000000 Penalty: 6017.707520
	Iteration 7F: 3 clusters Score -2.190885e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -21920534.000000 Penalty: 6017.707520
	Iteration 8F: 3 clusters Score -2.192053e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -21929260.000000 Penalty: 6017.707520
	Iteration 9F: 3 clusters Score -2.192926e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -21933714.000000 Penalty: 6017.707520
	Iteration 10Q: 3 clusters Score -2.193371e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -21936096.000000 Penalty: 6017.707520
	Iteration 11Q: 3 clusters Score -2.19361e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -21937958.000000 Penalty: 6017.707520
	Iteration 12Q: 3 clusters Score -2.193796e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -21939310.000000 Penalty: 6017.707520
	Iteration 13Q: 3 clusters Score -2.193931e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -21940326.000000 Penalty: 6017.707520
	Iteration 14Q: 3 clusters Score -2.194033e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -21941154.000000 Penalty: 6017.707520
	Iteration 15Q: 3 clusters Score -2.194115e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -21941678.000000 Penalty: 6017.707520
	Iteration 16Q: 3 clusters Score -2.194168e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -21941970.000000 Penalty: 6017.707520
	Iteration 17Q: 3 clusters Score -2.194197e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -21942108.000000 Penalty: 6017.707520
	Iteration 18Q: 3 clusters Score -2.194211e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170581 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -21942150.000000 Penalty: 6017.707520
	Iteration 19Q: 3 clusters Score -2.194215e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172027 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -21942216.000000 Penalty: 6017.707520
	Iteration 20F: 3 clusters Score -2.194222e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -21942246.000000 Penalty: 6017.707520
	Iteration 21Q: 3 clusters Score -2.194225e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174465 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -21942160.000000 Penalty: 6017.707520
	Iteration 22Q: 3 clusters Score -2.194216e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -21942214.000000 Penalty: 6017.707520
	Iteration 23Q: 3 clusters Score -2.194221e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -21942184.000000 Penalty: 6017.707520
	Iteration 24Q: 3 clusters Score -2.194218e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -21942266.000000 Penalty: 6017.707520
	Iteration 25Q: 3 clusters Score -2.194227e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -21942254.000000 Penalty: 6017.707520
	Iteration 26Q: 3 clusters Score -2.194225e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -21942174.000000 Penalty: 6017.707520
	Iteration 27Q: 3 clusters Score -2.194217e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -21942178.000000 Penalty: 6017.707520
	Iteration 28Q: 3 clusters Score -2.194218e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -21942188.000000 Penalty: 6017.707520
	Iteration 29Q: 3 clusters Score -2.194219e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -21942214.000000 Penalty: 6017.707520
	Iteration 30Q: 3 clusters Score -2.194221e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180104 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -21942202.000000 Penalty: 6017.707520
	Iteration 31Q: 3 clusters Score -2.19422e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -21942132.000000 Penalty: 6017.707520
	Iteration 32Q: 3 clusters Score -2.194213e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -21942074.000000 Penalty: 6017.707520
	Iteration 33Q: 3 clusters Score -2.194207e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180973 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -21942046.000000 Penalty: 6017.707520
	Iteration 34Q: 3 clusters Score -2.194205e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -21942024.000000 Penalty: 6017.707520
	Iteration 35Q: 3 clusters Score -2.194202e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181382 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 36Q: 3 clusters Score -2.194208e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181552 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -21942102.000000 Penalty: 6017.707520
	Iteration 37Q: 3 clusters Score -2.19421e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -21942098.000000 Penalty: 6017.707520
	Iteration 38Q: 3 clusters Score -2.19421e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181855 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -21942118.000000 Penalty: 6017.707520
	Iteration 39Q: 3 clusters Score -2.194212e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -21942132.000000 Penalty: 6017.707520
	Iteration 40F: 3 clusters Score -2.194213e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -21942104.000000 Penalty: 6017.707520
	Iteration 41Q: 3 clusters Score -2.19421e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182186 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 42Q: 3 clusters Score -2.194208e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21942124.000000 Penalty: 6017.707520
	Iteration 43Q: 3 clusters Score -2.194212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -21942110.000000 Penalty: 6017.707520
	Iteration 44Q: 3 clusters Score -2.194211e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182413 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -21942082.000000 Penalty: 6017.707520
	Iteration 45Q: 3 clusters Score -2.194208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182475 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21942060.000000 Penalty: 6017.707520
	Iteration 46Q: 3 clusters Score -2.194206e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -21942064.000000 Penalty: 6017.707520
	Iteration 47Q: 3 clusters Score -2.194206e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -21942066.000000 Penalty: 6017.707520
	Iteration 48Q: 3 clusters Score -2.194207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182683 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -21942078.000000 Penalty: 6017.707520
	Iteration 49Q: 3 clusters Score -2.194208e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182732 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 50Q: 3 clusters Score -2.194208e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -21942054.000000 Penalty: 6017.707520
	Iteration 51Q: 3 clusters Score -2.194205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182816 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -21942072.000000 Penalty: 6017.707520
	Iteration 52Q: 3 clusters Score -2.194207e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182847 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 53Q: 3 clusters Score -2.194208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182877 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 54Q: 3 clusters Score -2.194208e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182906 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21942108.000000 Penalty: 6017.707520
	Iteration 55Q: 3 clusters Score -2.194211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21942090.000000 Penalty: 6017.707520
	Iteration 56Q: 3 clusters Score -2.194209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21942094.000000 Penalty: 6017.707520
	Iteration 57Q: 3 clusters Score -2.194209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -21942086.000000 Penalty: 6017.707520
	Iteration 58Q: 3 clusters Score -2.194209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 59Q: 3 clusters Score -2.194208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 60F: 3 clusters Score -2.194208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183006 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -21942098.000000 Penalty: 6017.707520
	Iteration 61Q: 3 clusters Score -2.19421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183020 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21942106.000000 Penalty: 6017.707520
	Iteration 62Q: 3 clusters Score -2.194211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183031 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21942094.000000 Penalty: 6017.707520
	Iteration 63Q: 3 clusters Score -2.194209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183040 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -21942110.000000 Penalty: 6017.707520
	Iteration 64Q: 3 clusters Score -2.194211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -21942092.000000 Penalty: 6017.707520
	Iteration 65Q: 3 clusters Score -2.194209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183060 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -21942102.000000 Penalty: 6017.707520
	Iteration 66Q: 3 clusters Score -2.19421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183066 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21942092.000000 Penalty: 6017.707520
	Iteration 67Q: 3 clusters Score -2.194209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21942104.000000 Penalty: 6017.707520
	Iteration 68Q: 3 clusters Score -2.19421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21942092.000000 Penalty: 6017.707520
	Iteration 69Q: 3 clusters Score -2.194209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21942088.000000 Penalty: 6017.707520
	Iteration 70Q: 3 clusters Score -2.194209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21942078.000000 Penalty: 6017.707520
	Iteration 71Q: 3 clusters Score -2.194208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 72Q: 3 clusters Score -2.194208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21942104.000000 Penalty: 6017.707520
	Iteration 73Q: 3 clusters Score -2.19421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21942076.000000 Penalty: 6017.707520
	Iteration 74Q: 3 clusters Score -2.194208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183103 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21942090.000000 Penalty: 6017.707520
	Iteration 75Q: 3 clusters Score -2.194209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183108 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -21942102.000000 Penalty: 6017.707520
	Iteration 76Q: 3 clusters Score -2.19421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183112 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21942094.000000 Penalty: 6017.707520
	Iteration 77Q: 3 clusters Score -2.194209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -21942090.000000 Penalty: 6017.707520
	Iteration 78Q: 3 clusters Score -2.194209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183127 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21942102.000000 Penalty: 6017.707520
	Iteration 79Q: 3 clusters Score -2.19421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -21942086.000000 Penalty: 6017.707520
	Iteration 80F: 3 clusters Score -2.194209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21942106.000000 Penalty: 6017.707520
	Iteration 81Q: 3 clusters Score -2.194211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183160 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21942088.000000 Penalty: 6017.707520
	Iteration 82Q: 3 clusters Score -2.194209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183170 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -21942088.000000 Penalty: 6017.707520
	Iteration 83Q: 3 clusters Score -2.194209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21942102.000000 Penalty: 6017.707520
	Iteration 84Q: 3 clusters Score -2.19421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21942090.000000 Penalty: 6017.707520
	Iteration 85Q: 3 clusters Score -2.194209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21942106.000000 Penalty: 6017.707520
	Iteration 86Q: 3 clusters Score -2.194211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21942100.000000 Penalty: 6017.707520
	Iteration 87Q: 3 clusters Score -2.19421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183217 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -21942104.000000 Penalty: 6017.707520
	Iteration 88Q: 3 clusters Score -2.19421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -21942082.000000 Penalty: 6017.707520
	Iteration 89Q: 3 clusters Score -2.194208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183225 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -21942086.000000 Penalty: 6017.707520
	Iteration 90Q: 3 clusters Score -2.194209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183230 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 91Q: 3 clusters Score -2.194208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183234 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -21942082.000000 Penalty: 6017.707520
	Iteration 92Q: 3 clusters Score -2.194208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 93Q: 3 clusters Score -2.194208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21942080.000000 Penalty: 6017.707520
	Iteration 94Q: 3 clusters Score -2.194208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6017.707520
	Iteration 95Q: 3 clusters Score -2.194208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183239 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21942072.000000 Penalty: 6017.707520
	Iteration 96Q: 3 clusters Score -2.194207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183241 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21942062.000000 Penalty: 6017.707520
	Iteration 97Q: 3 clusters Score -2.194206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21942074.000000 Penalty: 6017.707520
	Iteration 98Q: 3 clusters Score -2.194207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21942074.000000 Penalty: 6017.707520
	Iteration 99F: 3 clusters Score -2.194207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -104522.062500 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -104522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102691.953125 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -102692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103047.320312 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -103047.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103118.117188 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -103118.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103144.632812 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -103144.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103164.960938 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -103165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103172.679688 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -103172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103178.187500 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -103178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103182.000000 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -103182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103185.109375 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -103185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103192.351562 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -103192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103198.921875 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -103198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103201.804688 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -103201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103204.148438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -103204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103206.734375 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -103206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103228.484375 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -103228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103238.085938 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -103238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103240.023438 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -103240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103241.289062 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -103241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103241.289062 Penalty: 3423.261719
	Iteration 18F: 3 clusters Score -103241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (246097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246097 members 
Entering Unmasked Estep 
Score: -28881796.000000 Penalty: 3078.543213
	Iteration 0F: 2 clusters Score -2.88818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -28729484.000000 Penalty: 6157.086426
	Iteration 0F: 3 clusters Score -2.872948e+07 nChanged 118620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -28799194.000000 Penalty: 6157.086426
	Iteration 1F: 3 clusters Score -2.879919e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -28800474.000000 Penalty: 6157.086426
	Iteration 2Q: 3 clusters Score -2.880047e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -28802508.000000 Penalty: 6157.086426
	Iteration 3Q: 3 clusters Score -2.880251e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147069 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -28806336.000000 Penalty: 6157.086426
	Iteration 4Q: 3 clusters Score -2.880634e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -28813380.000000 Penalty: 6157.086426
	Iteration 5F: 3 clusters Score -2.881338e+07 nChanged 17326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176603 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -28824660.000000 Penalty: 6157.086426
	Iteration 6F: 3 clusters Score -2.882466e+07 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196656 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -28839962.000000 Penalty: 6157.086426
	Iteration 7F: 3 clusters Score -2.883996e+07 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215108 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -28854556.000000 Penalty: 6157.086426
	Iteration 8F: 3 clusters Score -2.885456e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228228 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -28864710.000000 Penalty: 6157.086426
	Iteration 9F: 3 clusters Score -2.886471e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236314 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -28871110.000000 Penalty: 6157.086426
	Iteration 10Q: 3 clusters Score -2.887111e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240842 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -28874578.000000 Penalty: 6157.086426
	Iteration 11Q: 3 clusters Score -2.887458e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243229 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -28876760.000000 Penalty: 6157.086426
	Iteration 12Q: 3 clusters Score -2.887676e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244407 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -28877786.000000 Penalty: 6157.086426
	Iteration 13Q: 3 clusters Score -2.887779e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244964 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -28878266.000000 Penalty: 6157.086426
	Iteration 14Q: 3 clusters Score -2.887827e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245231 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -28878510.000000 Penalty: 6157.086426
	Iteration 15Q: 3 clusters Score -2.887851e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245385 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -28878622.000000 Penalty: 6157.086426
	Iteration 16Q: 3 clusters Score -2.887862e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245487 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -28878750.000000 Penalty: 6157.086426
	Iteration 17Q: 3 clusters Score -2.887875e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245559 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28878818.000000 Penalty: 6157.086426
	Iteration 18Q: 3 clusters Score -2.887882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245589 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28878866.000000 Penalty: 6157.086426
	Iteration 19Q: 3 clusters Score -2.887887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245602 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -28878916.000000 Penalty: 6157.086426
	Iteration 20F: 3 clusters Score -2.887892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245624 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -28878954.000000 Penalty: 6157.086426
	Iteration 21Q: 3 clusters Score -2.887895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245636 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -28878978.000000 Penalty: 6157.086426
	Iteration 22Q: 3 clusters Score -2.887898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245642 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -28879026.000000 Penalty: 6157.086426
	Iteration 23Q: 3 clusters Score -2.887903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245646 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28879014.000000 Penalty: 6157.086426
	Iteration 24Q: 3 clusters Score -2.887901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245647 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -28879034.000000 Penalty: 6157.086426
	Iteration 25Q: 3 clusters Score -2.887903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245653 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -28879062.000000 Penalty: 6157.086426
	Iteration 26Q: 3 clusters Score -2.887906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245657 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -28879074.000000 Penalty: 6157.086426
	Iteration 27Q: 3 clusters Score -2.887907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245664 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28879080.000000 Penalty: 6157.086426
	Iteration 28Q: 3 clusters Score -2.887908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245663 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28879096.000000 Penalty: 6157.086426
	Iteration 29Q: 3 clusters Score -2.88791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245666 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -28879088.000000 Penalty: 6157.086426
	Iteration 30Q: 3 clusters Score -2.887909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245668 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -28879094.000000 Penalty: 6157.086426
	Iteration 31Q: 3 clusters Score -2.887909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245669 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -28879078.000000 Penalty: 6157.086426
	Iteration 32Q: 3 clusters Score -2.887908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245671 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28879100.000000 Penalty: 6157.086426
	Iteration 33Q: 3 clusters Score -2.88791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245671 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -28879100.000000 Penalty: 6157.086426
	Iteration 34F: 3 clusters Score -2.88791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76142 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189675 members 
Mstep: Class 5 contains 21122 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94197 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 185809 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052208.000000 Penalty: 54895.289062
Iteration 279Q: 17 clusters Score -1.180522e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76129 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189675 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 44082 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94200 members 
Mstep: Class 18 contains 58514 members 
Mstep: Class 19 contains 53320 members 
Mstep: Class 20 contains 185813 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052184.000000 Penalty: 54895.289062
Iteration 280F: 17 clusters Score -1.180522e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76110 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189673 members 
Mstep: Class 5 contains 21131 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94201 members 
Mstep: Class 18 contains 58512 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 185821 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052200.000000 Penalty: 54895.289062
Iteration 281Q: 17 clusters Score -1.180522e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76098 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189670 members 
Mstep: Class 5 contains 21133 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94206 members 
Mstep: Class 18 contains 58513 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 185819 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052264.000000 Penalty: 54895.289062
Iteration 282Q: 17 clusters Score -1.180523e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76088 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189668 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94212 members 
Mstep: Class 18 contains 58513 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 185816 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052264.000000 Penalty: 54895.289062
Iteration 283Q: 17 clusters Score -1.180523e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76082 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189670 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94213 members 
Mstep: Class 18 contains 58513 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 185814 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052208.000000 Penalty: 54895.289062
Iteration 284Q: 17 clusters Score -1.180522e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76073 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94215 members 
Mstep: Class 18 contains 58513 members 
Mstep: Class 19 contains 53320 members 
Mstep: Class 20 contains 185811 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052160.000000 Penalty: 54895.289062
Iteration 285Q: 17 clusters Score -1.180522e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76064 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189670 members 
Mstep: Class 5 contains 21142 members 
Mstep: Class 6 contains 44088 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10773 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 16 contains 94215 members 
Mstep: Class 18 contains 58512 members 
Mstep: Class 19 contains 53317 members 
Mstep: Class 20 contains 185810 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052176.000000 Penalty: 54895.289062
Iteration 286Q: 17 clusters Score -1.180522e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76056 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189667 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 16 contains 94225 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185813 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052128.000000 Penalty: 54895.289062
Iteration 287Q: 17 clusters Score -1.180521e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76048 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189664 members 
Mstep: Class 5 contains 21142 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94232 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185817 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052144.000000 Penalty: 54895.289062
Iteration 288Q: 17 clusters Score -1.180521e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76036 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189667 members 
Mstep: Class 5 contains 21142 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94240 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185819 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052192.000000 Penalty: 54895.289062
Iteration 289Q: 17 clusters Score -1.180522e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76029 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189675 members 
Mstep: Class 5 contains 21143 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12817 members 
Mstep: Class 16 contains 94244 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185820 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052192.000000 Penalty: 54895.289062
Iteration 290Q: 17 clusters Score -1.180522e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76019 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189672 members 
Mstep: Class 5 contains 21144 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94252 members 
Mstep: Class 18 contains 58511 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185821 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052128.000000 Penalty: 54895.289062
Iteration 291Q: 17 clusters Score -1.180521e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76010 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94258 members 
Mstep: Class 18 contains 58512 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185825 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052112.000000 Penalty: 54895.289062
Iteration 292Q: 17 clusters Score -1.180521e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 76001 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189663 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94265 members 
Mstep: Class 18 contains 58514 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185825 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052136.000000 Penalty: 54895.289062
Iteration 293Q: 17 clusters Score -1.180521e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75992 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189659 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94272 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185826 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052144.000000 Penalty: 54895.289062
Iteration 294Q: 17 clusters Score -1.180521e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75989 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189656 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94276 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185826 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052136.000000 Penalty: 54895.289062
Iteration 295Q: 17 clusters Score -1.180521e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75984 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189655 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185831 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052176.000000 Penalty: 54895.289062
Iteration 296Q: 17 clusters Score -1.180522e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75978 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189654 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58515 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185832 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052176.000000 Penalty: 54895.289062
Iteration 297Q: 17 clusters Score -1.180522e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75968 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189656 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58516 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185834 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052120.000000 Penalty: 54895.289062
Iteration 298Q: 17 clusters Score -1.180521e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75961 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189656 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58516 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185837 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052160.000000 Penalty: 54895.289062
Iteration 299Q: 17 clusters Score -1.180522e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75954 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189655 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58516 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185836 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052144.000000 Penalty: 54895.289062
Iteration 300F: 17 clusters Score -1.180521e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75947 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189655 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94277 members 
Mstep: Class 18 contains 58516 members 
Mstep: Class 19 contains 53316 members 
Mstep: Class 20 contains 185835 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052120.000000 Penalty: 54895.289062
Iteration 301Q: 17 clusters Score -1.180521e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75941 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189656 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94278 members 
Mstep: Class 18 contains 58517 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185836 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052120.000000 Penalty: 54895.289062
Iteration 302Q: 17 clusters Score -1.180521e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75934 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189659 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94278 members 
Mstep: Class 18 contains 58517 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185837 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052072.000000 Penalty: 54895.289062
Iteration 303Q: 17 clusters Score -1.180521e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75927 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189662 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 16 contains 94281 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185837 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052080.000000 Penalty: 54895.289062
Iteration 304Q: 17 clusters Score -1.180521e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75921 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189667 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 16 contains 94281 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052000.000000 Penalty: 54895.289062
Iteration 305Q: 17 clusters Score -1.18052e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75911 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 16 contains 94282 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051968.000000 Penalty: 54895.289062
Iteration 306Q: 17 clusters Score -1.18052e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75903 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189674 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 16 contains 94282 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 307Q: 17 clusters Score -1.18052e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75894 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189678 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 16 contains 94283 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185842 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052024.000000 Penalty: 54895.289062
Iteration 308Q: 17 clusters Score -1.18052e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75890 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 16 contains 94284 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185845 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052040.000000 Penalty: 54895.289062
Iteration 309Q: 17 clusters Score -1.18052e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75886 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 16 contains 94289 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185842 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052040.000000 Penalty: 54895.289062
Iteration 310Q: 17 clusters Score -1.18052e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75881 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189680 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 16 contains 94290 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052016.000000 Penalty: 54895.289062
Iteration 311Q: 17 clusters Score -1.18052e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75877 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189680 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 16 contains 94291 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185845 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052040.000000 Penalty: 54895.289062
Iteration 312Q: 17 clusters Score -1.18052e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75873 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189680 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 16 contains 94292 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53310 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052040.000000 Penalty: 54895.289062
Iteration 313Q: 17 clusters Score -1.18052e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75867 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189680 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 94293 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185845 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052008.000000 Penalty: 54895.289062
Iteration 314Q: 17 clusters Score -1.18052e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75858 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94296 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 185845 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 315Q: 17 clusters Score -1.18052e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75853 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94300 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53316 members 
Mstep: Class 20 contains 185845 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052008.000000 Penalty: 54895.289062
Iteration 316Q: 17 clusters Score -1.18052e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75849 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189680 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94305 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 317Q: 17 clusters Score -1.18052e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75849 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189679 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94308 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052000.000000 Penalty: 54895.289062
Iteration 318Q: 17 clusters Score -1.18052e+08 nChanged 8
Entering ConstructFrom: 
Score: -118052000.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2261435.500000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2261436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2247657.500000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2247658 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2252434.000000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2252434 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2253076.750000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2253077 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2253850.500000 Penalty: 4897.609863
	Iteration 3F: 3 clusters Score -2253850 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2254772.000000 Penalty: 4897.609863
	Iteration 4F: 3 clusters Score -2254772 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2255838.750000 Penalty: 4897.609863
	Iteration 5F: 3 clusters Score -2255839 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2256978.500000 Penalty: 4897.609863
	Iteration 6F: 3 clusters Score -2256978 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2257968.250000 Penalty: 4897.609863
	Iteration 7F: 3 clusters Score -2257968 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2258793.750000 Penalty: 4897.609863
	Iteration 8Q: 3 clusters Score -2258794 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2259409.250000 Penalty: 4897.609863
	Iteration 9Q: 3 clusters Score -2259409 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2259756.750000 Penalty: 4897.609863
	Iteration 10Q: 3 clusters Score -2259757 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2259936.750000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2259937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2260040.000000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2260040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2260119.500000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2260120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2260167.750000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2260168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2260199.500000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2260200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2260220.500000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2260220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2260227.000000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2260227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2260225.250000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2260225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2260231.750000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2260232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2260237.750000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2260238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2260239.250000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2260239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2260242.250000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2260242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2260246.250000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2260246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2260245.500000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2260246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2260243.250000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2260243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2260245.750000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2260246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2260246.250000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2260246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2260247.250000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2260247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2260248.000000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2260248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2260252.000000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2260252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2260251.000000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2260251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2260251.000000 Penalty: 4897.609863
	Iteration 32F: 3 clusters Score -2260251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Entering Unmasked Estep 
Score: -9011795.000000 Penalty: 2786.645264
	Iteration 0F: 2 clusters Score -9011795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -8960891.000000 Penalty: 5573.290527
	Iteration 0F: 3 clusters Score -8960891 nChanged 35646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -8981303.000000 Penalty: 5573.290527
	Iteration 1F: 3 clusters Score -8981303 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8982327.000000 Penalty: 5573.290527
	Iteration 2Q: 3 clusters Score -8982327 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -8983642.000000 Penalty: 5573.290527
	Iteration 3Q: 3 clusters Score -8983642 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8985460.000000 Penalty: 5573.290527
	Iteration 4Q: 3 clusters Score -8985460 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8988301.000000 Penalty: 5573.290527
	Iteration 5F: 3 clusters Score -8988301 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -8992406.000000 Penalty: 5573.290527
	Iteration 6F: 3 clusters Score -8992406 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -8997567.000000 Penalty: 5573.290527
	Iteration 7F: 3 clusters Score -8997567 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -9002002.000000 Penalty: 5573.290527
	Iteration 8F: 3 clusters Score -9002002 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -9004154.000000 Penalty: 5573.290527
	Iteration 9Q: 3 clusters Score -9004154 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -9005291.000000 Penalty: 5573.290527
	Iteration 10Q: 3 clusters Score -9005291 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -9005911.000000 Penalty: 5573.290527
	Iteration 11Q: 3 clusters Score -9005911 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -9006478.000000 Penalty: 5573.290527
	Iteration 12Q: 3 clusters Score -9006478 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -9006828.000000 Penalty: 5573.290527
	Iteration 13Q: 3 clusters Score -9006828 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -9007097.000000 Penalty: 5573.290527
	Iteration 14Q: 3 clusters Score -9007097 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -9007379.000000 Penalty: 5573.290527
	Iteration 15Q: 3 clusters Score -9007379 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -9007598.000000 Penalty: 5573.290527
	Iteration 16Q: 3 clusters Score -9007598 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -9007763.000000 Penalty: 5573.290527
	Iteration 17Q: 3 clusters Score -9007763 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -9007952.000000 Penalty: 5573.290527
	Iteration 18Q: 3 clusters Score -9007952 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9008132.000000 Penalty: 5573.290527
	Iteration 19Q: 3 clusters Score -9008132 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -9008305.000000 Penalty: 5573.290527
	Iteration 20F: 3 clusters Score -9008305 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 66780 members 
Entering Unmasked Estep 
Score: -9008460.000000 Penalty: 5573.290527
	Iteration 21Q: 3 clusters Score -9008460 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -9008602.000000 Penalty: 5573.290527
	Iteration 22Q: 3 clusters Score -9008602 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -9008722.000000 Penalty: 5573.290527
	Iteration 23Q: 3 clusters Score -9008722 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -9008825.000000 Penalty: 5573.290527
	Iteration 24Q: 3 clusters Score -9008825 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -9008957.000000 Penalty: 5573.290527
	Iteration 25Q: 3 clusters Score -9008957 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9009067.000000 Penalty: 5573.290527
	Iteration 26Q: 3 clusters Score -9009067 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -9009131.000000 Penalty: 5573.290527
	Iteration 27Q: 3 clusters Score -9009131 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -9009212.000000 Penalty: 5573.290527
	Iteration 28Q: 3 clusters Score -9009212 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9009252.000000 Penalty: 5573.290527
	Iteration 29Q: 3 clusters Score -9009252 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -9009278.000000 Penalty: 5573.290527
	Iteration 30Q: 3 clusters Score -9009278 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -9009397.000000 Penalty: 5573.290527
	Iteration 31Q: 3 clusters Score -9009397 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -9009439.000000 Penalty: 5573.290527
	Iteration 32Q: 3 clusters Score -9009439 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -9009449.000000 Penalty: 5573.290527
	Iteration 33Q: 3 clusters Score -9009449 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -9009499.000000 Penalty: 5573.290527
	Iteration 34Q: 3 clusters Score -9009499 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -9009540.000000 Penalty: 5573.290527
	Iteration 35Q: 3 clusters Score -9009540 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9009580.000000 Penalty: 5573.290527
	Iteration 36Q: 3 clusters Score -9009580 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -9009630.000000 Penalty: 5573.290527
	Iteration 37Q: 3 clusters Score -9009630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -9009654.000000 Penalty: 5573.290527
	Iteration 38Q: 3 clusters Score -9009654 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -9009674.000000 Penalty: 5573.290527
	Iteration 39Q: 3 clusters Score -9009674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -9009689.000000 Penalty: 5573.290527
	Iteration 40F: 3 clusters Score -9009689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -9009710.000000 Penalty: 5573.290527
	Iteration 41Q: 3 clusters Score -9009710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -9009717.000000 Penalty: 5573.290527
	Iteration 42Q: 3 clusters Score -9009717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -9009789.000000 Penalty: 5573.290527
	Iteration 43Q: 3 clusters Score -9009789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -9009817.000000 Penalty: 5573.290527
	Iteration 44Q: 3 clusters Score -9009817 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -9009814.000000 Penalty: 5573.290527
	Iteration 45Q: 3 clusters Score -9009814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -9009839.000000 Penalty: 5573.290527
	Iteration 46Q: 3 clusters Score -9009839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9009863.000000 Penalty: 5573.290527
	Iteration 47Q: 3 clusters Score -9009863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -9009866.000000 Penalty: 5573.290527
	Iteration 48Q: 3 clusters Score -9009866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9009885.000000 Penalty: 5573.290527
	Iteration 49Q: 3 clusters Score -9009885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -9009901.000000 Penalty: 5573.290527
	Iteration 50Q: 3 clusters Score -9009901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -9009906.000000 Penalty: 5573.290527
	Iteration 51Q: 3 clusters Score -9009906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -9009914.000000 Penalty: 5573.290527
	Iteration 52Q: 3 clusters Score -9009914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -9009900.000000 Penalty: 5573.290527
	Iteration 53Q: 3 clusters Score -9009900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -9009915.000000 Penalty: 5573.290527
	Iteration 54Q: 3 clusters Score -9009915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -9009917.000000 Penalty: 5573.290527
	Iteration 55Q: 3 clusters Score -9009917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -9009929.000000 Penalty: 5573.290527
	Iteration 56Q: 3 clusters Score -9009929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -9009923.000000 Penalty: 5573.290527
	Iteration 57Q: 3 clusters Score -9009923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -9009929.000000 Penalty: 5573.290527
	Iteration 58Q: 3 clusters Score -9009929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -9009956.000000 Penalty: 5573.290527
	Iteration 59Q: 3 clusters Score -9009956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -9009969.000000 Penalty: 5573.290527
	Iteration 60F: 3 clusters Score -9009969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -9009971.000000 Penalty: 5573.290527
	Iteration 61Q: 3 clusters Score -9009971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -9009974.000000 Penalty: 5573.290527
	Iteration 62Q: 3 clusters Score -9009974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -9009960.000000 Penalty: 5573.290527
	Iteration 63Q: 3 clusters Score -9009960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9009972.000000 Penalty: 5573.290527
	Iteration 64Q: 3 clusters Score -9009972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9009987.000000 Penalty: 5573.290527
	Iteration 65Q: 3 clusters Score -9009987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -9009981.000000 Penalty: 5573.290527
	Iteration 66Q: 3 clusters Score -9009981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -9009979.000000 Penalty: 5573.290527
	Iteration 67Q: 3 clusters Score -9009979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -9009993.000000 Penalty: 5573.290527
	Iteration 68Q: 3 clusters Score -9009993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -9010003.000000 Penalty: 5573.290527
	Iteration 69Q: 3 clusters Score -9010003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9009997.000000 Penalty: 5573.290527
	Iteration 70Q: 3 clusters Score -9009997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -9010002.000000 Penalty: 5573.290527
	Iteration 71Q: 3 clusters Score -9010002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -9010005.000000 Penalty: 5573.290527
	Iteration 72Q: 3 clusters Score -9010005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -9010005.000000 Penalty: 5573.290527
	Iteration 73Q: 3 clusters Score -9010005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9010003.000000 Penalty: 5573.290527
	Iteration 74Q: 3 clusters Score -9010003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9009998.000000 Penalty: 5573.290527
	Iteration 75Q: 3 clusters Score -9009998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9010001.000000 Penalty: 5573.290527
	Iteration 76Q: 3 clusters Score -9010001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -9009997.000000 Penalty: 5573.290527
	Iteration 77Q: 3 clusters Score -9009997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -9009995.000000 Penalty: 5573.290527
	Iteration 78Q: 3 clusters Score -9009995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -9010005.000000 Penalty: 5573.290527
	Iteration 79Q: 3 clusters Score -9010005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -9010002.000000 Penalty: 5573.290527
	Iteration 80F: 3 clusters Score -9010002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -9009992.000000 Penalty: 5573.290527
	Iteration 81Q: 3 clusters Score -9009992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 73578 members 
Entering Unmasked Estep 
Score: -9009990.000000 Penalty: 5573.290527
	Iteration 82Q: 3 clusters Score -9009990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -9009993.000000 Penalty: 5573.290527
	Iteration 83Q: 3 clusters Score -9009993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9009992.000000 Penalty: 5573.290527
	Iteration 84Q: 3 clusters Score -9009992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -9009996.000000 Penalty: 5573.290527
	Iteration 85Q: 3 clusters Score -9009996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -9010005.000000 Penalty: 5573.290527
	Iteration 86Q: 3 clusters Score -9010005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -9010005.000000 Penalty: 5573.290527
	Iteration 87F: 3 clusters Score -9010005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -72032.398438 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -72032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70435.945312 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -70435.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70698.953125 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -70698.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70830.664062 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -70830.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70944.914062 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -70944.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71038.601562 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -71038.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71082.796875 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -71082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71096.875000 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -71096.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71114.125000 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -71114.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71123.625000 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -71123.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71136.421875 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -71136.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71147.976562 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -71147.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71159.468750 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -71159.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71162.140625 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -71162.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71167.500000 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -71167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71172.187500 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -71172.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71173.890625 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -71173.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71174.632812 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -71174.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71177.234375 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -71177.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71181.851562 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -71181.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71182.734375 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -71182.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71182.734375 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -71182.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189682 members 
Entering Unmasked Estep 
Score: -22518024.000000 Penalty: 3013.969727
	Iteration 0F: 2 clusters Score -2.251802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -22405134.000000 Penalty: 6027.939453
	Iteration 0F: 3 clusters Score -2.240513e+07 nChanged 90980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -22457518.000000 Penalty: 6027.939453
	Iteration 1F: 3 clusters Score -2.245752e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -22458178.000000 Penalty: 6027.939453
	Iteration 2Q: 3 clusters Score -2.245818e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -22458778.000000 Penalty: 6027.939453
	Iteration 3Q: 3 clusters Score -2.245878e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -22459518.000000 Penalty: 6027.939453
	Iteration 4Q: 3 clusters Score -2.245952e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -22460392.000000 Penalty: 6027.939453
	Iteration 5Q: 3 clusters Score -2.246039e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -22461554.000000 Penalty: 6027.939453
	Iteration 6Q: 3 clusters Score -2.246155e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -22462770.000000 Penalty: 6027.939453
	Iteration 7Q: 3 clusters Score -2.246277e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -22464264.000000 Penalty: 6027.939453
	Iteration 8Q: 3 clusters Score -2.246426e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -22466446.000000 Penalty: 6027.939453
	Iteration 9Q: 3 clusters Score -2.246645e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -22469310.000000 Penalty: 6027.939453
	Iteration 10Q: 3 clusters Score -2.246931e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -22473148.000000 Penalty: 6027.939453
	Iteration 11Q: 3 clusters Score -2.247315e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 116455 members 
Entering Unmasked Estep 
Score: -22478364.000000 Penalty: 6027.939453
	Iteration 12Q: 3 clusters Score -2.247836e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -22484786.000000 Penalty: 6027.939453
	Iteration 13F: 3 clusters Score -2.248479e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 130896 members 
Entering Unmasked Estep 
Score: -22491588.000000 Penalty: 6027.939453
	Iteration 14F: 3 clusters Score -2.249159e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -22498468.000000 Penalty: 6027.939453
	Iteration 15F: 3 clusters Score -2.249847e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 143521 members 
Entering Unmasked Estep 
Score: -22503852.000000 Penalty: 6027.939453
	Iteration 16Q: 3 clusters Score -2.250385e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -22507768.000000 Penalty: 6027.939453
	Iteration 17Q: 3 clusters Score -2.250777e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -22510470.000000 Penalty: 6027.939453
	Iteration 18Q: 3 clusters Score -2.251047e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -22512178.000000 Penalty: 6027.939453
	Iteration 19Q: 3 clusters Score -2.251218e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -22512950.000000 Penalty: 6027.939453
	Iteration 20F: 3 clusters Score -2.251295e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -22513410.000000 Penalty: 6027.939453
	Iteration 21Q: 3 clusters Score -2.251341e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -22513720.000000 Penalty: 6027.939453
	Iteration 22Q: 3 clusters Score -2.251372e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -22513898.000000 Penalty: 6027.939453
	Iteration 23Q: 3 clusters Score -2.25139e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 167242 members 
Entering Unmasked Estep 
Score: -22514104.000000 Penalty: 6027.939453
	Iteration 24Q: 3 clusters Score -2.25141e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -22514262.000000 Penalty: 6027.939453
	Iteration 25Q: 3 clusters Score -2.251426e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -22514260.000000 Penalty: 6027.939453
	Iteration 26Q: 3 clusters Score -2.251426e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 172647 members 
Entering Unmasked Estep 
Score: -22514416.000000 Penalty: 6027.939453
	Iteration 27Q: 3 clusters Score -2.251442e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 174094 members 
Entering Unmasked Estep 
Score: -22514290.000000 Penalty: 6027.939453
	Iteration 28Q: 3 clusters Score -2.251429e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 175414 members 
Entering Unmasked Estep 
Score: -22514250.000000 Penalty: 6027.939453
	Iteration 29Q: 3 clusters Score -2.251425e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -22514258.000000 Penalty: 6027.939453
	Iteration 30Q: 3 clusters Score -2.251426e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -22514132.000000 Penalty: 6027.939453
	Iteration 31Q: 3 clusters Score -2.251413e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 178606 members 
Entering Unmasked Estep 
Score: -22514128.000000 Penalty: 6027.939453
	Iteration 32Q: 3 clusters Score -2.251413e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 179462 members 
Entering Unmasked Estep 
Score: -22514122.000000 Penalty: 6027.939453
	Iteration 33Q: 3 clusters Score -2.251412e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -22514116.000000 Penalty: 6027.939453
	Iteration 34Q: 3 clusters Score -2.251412e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -22514086.000000 Penalty: 6027.939453
	Iteration 35Q: 3 clusters Score -2.251409e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 181728 members 
Entering Unmasked Estep 
Score: -22514130.000000 Penalty: 6027.939453
	Iteration 36Q: 3 clusters Score -2.251413e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 182330 members 
Entering Unmasked Estep 
Score: -22514228.000000 Penalty: 6027.939453
	Iteration 37Q: 3 clusters Score -2.251423e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 182883 members 
Entering Unmasked Estep 
Score: -22514282.000000 Penalty: 6027.939453
	Iteration 38Q: 3 clusters Score -2.251428e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -22514366.000000 Penalty: 6027.939453
	Iteration 39Q: 3 clusters Score -2.251437e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 183761 members 
Entering Unmasked Estep 
Score: -22514432.000000 Penalty: 6027.939453
	Iteration 40F: 3 clusters Score -2.251443e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -22514408.000000 Penalty: 6027.939453
	Iteration 41Q: 3 clusters Score -2.251441e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 184421 members 
Entering Unmasked Estep 
Score: -22514416.000000 Penalty: 6027.939453
	Iteration 42Q: 3 clusters Score -2.251442e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -22514428.000000 Penalty: 6027.939453
	Iteration 43Q: 3 clusters Score -2.251443e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 184900 members 
Entering Unmasked Estep 
Score: -22514426.000000 Penalty: 6027.939453
	Iteration 44Q: 3 clusters Score -2.251443e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -22514478.000000 Penalty: 6027.939453
	Iteration 45Q: 3 clusters Score -2.251448e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 185281 members 
Entering Unmasked Estep 
Score: -22514490.000000 Penalty: 6027.939453
	Iteration 46Q: 3 clusters Score -2.251449e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 185450 members 
Entering Unmasked Estep 
Score: -22514448.000000 Penalty: 6027.939453
	Iteration 47Q: 3 clusters Score -2.251445e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 185622 members 
Entering Unmasked Estep 
Score: -22514466.000000 Penalty: 6027.939453
	Iteration 48Q: 3 clusters Score -2.251447e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 185773 members 
Entering Unmasked Estep 
Score: -22514484.000000 Penalty: 6027.939453
	Iteration 49Q: 3 clusters Score -2.251448e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 185928 members 
Entering Unmasked Estep 
Score: -22514582.000000 Penalty: 6027.939453
	Iteration 50Q: 3 clusters Score -2.251458e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -22514618.000000 Penalty: 6027.939453
	Iteration 51Q: 3 clusters Score -2.251462e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 186223 members 
Entering Unmasked Estep 
Score: -22514616.000000 Penalty: 6027.939453
	Iteration 52Q: 3 clusters Score -2.251462e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 186338 members 
Entering Unmasked Estep 
Score: -22514654.000000 Penalty: 6027.939453
	Iteration 53Q: 3 clusters Score -2.251465e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 186448 members 
Entering Unmasked Estep 
Score: -22514644.000000 Penalty: 6027.939453
	Iteration 54Q: 3 clusters Score -2.251464e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 186576 members 
Entering Unmasked Estep 
Score: -22514728.000000 Penalty: 6027.939453
	Iteration 55Q: 3 clusters Score -2.251473e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -22514804.000000 Penalty: 6027.939453
	Iteration 56Q: 3 clusters Score -2.25148e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 186832 members 
Entering Unmasked Estep 
Score: -22514866.000000 Penalty: 6027.939453
	Iteration 57Q: 3 clusters Score -2.251487e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 186934 members 
Entering Unmasked Estep 
Score: -22514936.000000 Penalty: 6027.939453
	Iteration 58Q: 3 clusters Score -2.251494e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -22514922.000000 Penalty: 6027.939453
	Iteration 59Q: 3 clusters Score -2.251492e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -22514948.000000 Penalty: 6027.939453
	Iteration 60F: 3 clusters Score -2.251495e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 187162 members 
Entering Unmasked Estep 
Score: -22514946.000000 Penalty: 6027.939453
	Iteration 61Q: 3 clusters Score -2.251495e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 187218 members 
Entering Unmasked Estep 
Score: -22514932.000000 Penalty: 6027.939453
	Iteration 62Q: 3 clusters Score -2.251493e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 187274 members 
Entering Unmasked Estep 
Score: -22514968.000000 Penalty: 6027.939453
	Iteration 63Q: 3 clusters Score -2.251497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 187321 members 
Entering Unmasked Estep 
Score: -22514984.000000 Penalty: 6027.939453
	Iteration 64Q: 3 clusters Score -2.251498e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 187357 members 
Entering Unmasked Estep 
Score: -22515022.000000 Penalty: 6027.939453
	Iteration 65Q: 3 clusters Score -2.251502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 187387 members 
Entering Unmasked Estep 
Score: -22515060.000000 Penalty: 6027.939453
	Iteration 66Q: 3 clusters Score -2.251506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 187422 members 
Entering Unmasked Estep 
Score: -22515062.000000 Penalty: 6027.939453
	Iteration 67Q: 3 clusters Score -2.251506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 187449 members 
Entering Unmasked Estep 
Score: -22515056.000000 Penalty: 6027.939453
	Iteration 68Q: 3 clusters Score -2.251506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 187471 members 
Entering Unmasked Estep 
Score: -22515068.000000 Penalty: 6027.939453
	Iteration 69Q: 3 clusters Score -2.251507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 187490 members 
Entering Unmasked Estep 
Score: -22515072.000000 Penalty: 6027.939453
	Iteration 70Q: 3 clusters Score -2.251507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 187513 members 
Entering Unmasked Estep 
Score: -22515094.000000 Penalty: 6027.939453
	Iteration 71Q: 3 clusters Score -2.251509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -22515114.000000 Penalty: 6027.939453
	Iteration 72Q: 3 clusters Score -2.251511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 187557 members 
Entering Unmasked Estep 
Score: -22515116.000000 Penalty: 6027.939453
	Iteration 73Q: 3 clusters Score -2.251512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 187573 members 
Entering Unmasked Estep 
Score: -22515124.000000 Penalty: 6027.939453
	Iteration 74Q: 3 clusters Score -2.251512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 187589 members 
Entering Unmasked Estep 
Score: -22515130.000000 Penalty: 6027.939453
	Iteration 75Q: 3 clusters Score -2.251513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 187604 members 
Entering Unmasked Estep 
Score: -22515120.000000 Penalty: 6027.939453
	Iteration 76Q: 3 clusters Score -2.251512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 187632 members 
Entering Unmasked Estep 
Score: -22515148.000000 Penalty: 6027.939453
	Iteration 77Q: 3 clusters Score -2.251515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 187653 members 
Entering Unmasked Estep 
Score: -22515174.000000 Penalty: 6027.939453
	Iteration 78Q: 3 clusters Score -2.251517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -22515172.000000 Penalty: 6027.939453
	Iteration 79Q: 3 clusters Score -2.251517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -22515182.000000 Penalty: 6027.939453
	Iteration 80F: 3 clusters Score -2.251518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 187685 members 
Entering Unmasked Estep 
Score: -22515196.000000 Penalty: 6027.939453
	Iteration 81Q: 3 clusters Score -2.25152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 187694 members 
Entering Unmasked Estep 
Score: -22515184.000000 Penalty: 6027.939453
	Iteration 82Q: 3 clusters Score -2.251518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -22515182.000000 Penalty: 6027.939453
	Iteration 83Q: 3 clusters Score -2.251518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -22515182.000000 Penalty: 6027.939453
	Iteration 84F: 3 clusters Score -2.251518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Entering Unmasked Estep 
Score: -2528747.500000 Penalty: 2469.883057
	Iteration 0F: 2 clusters Score -2528748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2513898.500000 Penalty: 4939.766113
	Iteration 0F: 3 clusters Score -2513898 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2518985.750000 Penalty: 4939.766113
	Iteration 1F: 3 clusters Score -2518986 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2519411.000000 Penalty: 4939.766113
	Iteration 2F: 3 clusters Score -2519411 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2519810.250000 Penalty: 4939.766113
	Iteration 3Q: 3 clusters Score -2519810 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2520203.500000 Penalty: 4939.766113
	Iteration 4Q: 3 clusters Score -2520204 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2520597.750000 Penalty: 4939.766113
	Iteration 5Q: 3 clusters Score -2520598 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2521013.500000 Penalty: 4939.766113
	Iteration 6Q: 3 clusters Score -2521014 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2521464.000000 Penalty: 4939.766113
	Iteration 7Q: 3 clusters Score -2521464 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2522072.500000 Penalty: 4939.766113
	Iteration 8Q: 3 clusters Score -2522072 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2522804.250000 Penalty: 4939.766113
	Iteration 9F: 3 clusters Score -2522804 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2523699.000000 Penalty: 4939.766113
	Iteration 10F: 3 clusters Score -2523699 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2524477.750000 Penalty: 4939.766113
	Iteration 11F: 3 clusters Score -2524478 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2524928.250000 Penalty: 4939.766113
	Iteration 12Q: 3 clusters Score -2524928 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2525153.500000 Penalty: 4939.766113
	Iteration 13Q: 3 clusters Score -2525154 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2525287.000000 Penalty: 4939.766113
	Iteration 14Q: 3 clusters Score -2525287 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2525367.000000 Penalty: 4939.766113
	Iteration 15Q: 3 clusters Score -2525367 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2525432.000000 Penalty: 4939.766113
	Iteration 16Q: 3 clusters Score -2525432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2525479.500000 Penalty: 4939.766113
	Iteration 17Q: 3 clusters Score -2525480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2525507.750000 Penalty: 4939.766113
	Iteration 18Q: 3 clusters Score -2525508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2525540.250000 Penalty: 4939.766113
	Iteration 19Q: 3 clusters Score -2525540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2525562.750000 Penalty: 4939.766113
	Iteration 20F: 3 clusters Score -2525563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2525580.000000 Penalty: 4939.766113
	Iteration 21Q: 3 clusters Score -2525580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2525592.750000 Penalty: 4939.766113
	Iteration 22Q: 3 clusters Score -2525593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2525605.250000 Penalty: 4939.766113
	Iteration 23Q: 3 clusters Score -2525605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2525623.750000 Penalty: 4939.766113
	Iteration 24Q: 3 clusters Score -2525624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2525642.750000 Penalty: 4939.766113
	Iteration 25Q: 3 clusters Score -2525643 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2525664.750000 Penalty: 4939.766113
	Iteration 26Q: 3 clusters Score -2525665 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2525682.000000 Penalty: 4939.766113
	Iteration 27Q: 3 clusters Score -2525682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2525720.000000 Penalty: 4939.766113
	Iteration 28Q: 3 clusters Score -2525720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2525743.500000 Penalty: 4939.766113
	Iteration 29Q: 3 clusters Score -2525744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2525761.000000 Penalty: 4939.766113
	Iteration 30Q: 3 clusters Score -2525761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2525783.750000 Penalty: 4939.766113
	Iteration 31Q: 3 clusters Score -2525784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2525811.250000 Penalty: 4939.766113
	Iteration 32Q: 3 clusters Score -2525811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2525831.250000 Penalty: 4939.766113
	Iteration 33Q: 3 clusters Score -2525831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2525842.750000 Penalty: 4939.766113
	Iteration 34Q: 3 clusters Score -2525843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2525862.000000 Penalty: 4939.766113
	Iteration 35Q: 3 clusters Score -2525862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2525886.500000 Penalty: 4939.766113
	Iteration 36Q: 3 clusters Score -2525886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2525903.500000 Penalty: 4939.766113
	Iteration 37Q: 3 clusters Score -2525904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2525909.500000 Penalty: 4939.766113
	Iteration 38Q: 3 clusters Score -2525910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2525936.500000 Penalty: 4939.766113
	Iteration 39Q: 3 clusters Score -2525936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2525953.250000 Penalty: 4939.766113
	Iteration 40F: 3 clusters Score -2525953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2525988.250000 Penalty: 4939.766113
	Iteration 41Q: 3 clusters Score -2525988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2526018.000000 Penalty: 4939.766113
	Iteration 42Q: 3 clusters Score -2526018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2526041.750000 Penalty: 4939.766113
	Iteration 43Q: 3 clusters Score -2526042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2526069.500000 Penalty: 4939.766113
	Iteration 44Q: 3 clusters Score -2526070 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2526098.000000 Penalty: 4939.766113
	Iteration 45Q: 3 clusters Score -2526098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2526116.750000 Penalty: 4939.766113
	Iteration 46Q: 3 clusters Score -2526117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2526140.500000 Penalty: 4939.766113
	Iteration 47Q: 3 clusters Score -2526140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2526155.500000 Penalty: 4939.766113
	Iteration 48Q: 3 clusters Score -2526156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2526170.500000 Penalty: 4939.766113
	Iteration 49Q: 3 clusters Score -2526170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2526197.250000 Penalty: 4939.766113
	Iteration 50Q: 3 clusters Score -2526197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2526214.500000 Penalty: 4939.766113
	Iteration 51Q: 3 clusters Score -2526214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2526234.750000 Penalty: 4939.766113
	Iteration 52Q: 3 clusters Score -2526235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2526256.750000 Penalty: 4939.766113
	Iteration 53Q: 3 clusters Score -2526257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2526275.250000 Penalty: 4939.766113
	Iteration 54Q: 3 clusters Score -2526275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2526302.750000 Penalty: 4939.766113
	Iteration 55Q: 3 clusters Score -2526303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2526324.000000 Penalty: 4939.766113
	Iteration 56Q: 3 clusters Score -2526324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2526340.750000 Penalty: 4939.766113
	Iteration 57Q: 3 clusters Score -2526341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2526366.500000 Penalty: 4939.766113
	Iteration 58Q: 3 clusters Score -2526366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2526401.500000 Penalty: 4939.766113
	Iteration 59Q: 3 clusters Score -2526402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2526422.000000 Penalty: 4939.766113
	Iteration 60F: 3 clusters Score -2526422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2526455.750000 Penalty: 4939.766113
	Iteration 61Q: 3 clusters Score -2526456 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2526479.750000 Penalty: 4939.766113
	Iteration 62Q: 3 clusters Score -2526480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2526507.250000 Penalty: 4939.766113
	Iteration 63Q: 3 clusters Score -2526507 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2526529.250000 Penalty: 4939.766113
	Iteration 64Q: 3 clusters Score -2526529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2526551.500000 Penalty: 4939.766113
	Iteration 65Q: 3 clusters Score -2526552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2526575.000000 Penalty: 4939.766113
	Iteration 66Q: 3 clusters Score -2526575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2526598.500000 Penalty: 4939.766113
	Iteration 67Q: 3 clusters Score -2526598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2526614.750000 Penalty: 4939.766113
	Iteration 68Q: 3 clusters Score -2526615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2526618.000000 Penalty: 4939.766113
	Iteration 69Q: 3 clusters Score -2526618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2526625.250000 Penalty: 4939.766113
	Iteration 70Q: 3 clusters Score -2526625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2526633.000000 Penalty: 4939.766113
	Iteration 71Q: 3 clusters Score -2526633 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2526654.500000 Penalty: 4939.766113
	Iteration 72Q: 3 clusters Score -2526654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2526655.250000 Penalty: 4939.766113
	Iteration 73Q: 3 clusters Score -2526655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2526662.750000 Penalty: 4939.766113
	Iteration 74Q: 3 clusters Score -2526663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2526671.500000 Penalty: 4939.766113
	Iteration 75Q: 3 clusters Score -2526672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2526676.250000 Penalty: 4939.766113
	Iteration 76Q: 3 clusters Score -2526676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2526688.750000 Penalty: 4939.766113
	Iteration 77Q: 3 clusters Score -2526689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2526700.500000 Penalty: 4939.766113
	Iteration 78Q: 3 clusters Score -2526700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2526705.500000 Penalty: 4939.766113
	Iteration 79Q: 3 clusters Score -2526706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2526725.500000 Penalty: 4939.766113
	Iteration 80F: 3 clusters Score -2526726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2526729.750000 Penalty: 4939.766113
	Iteration 81Q: 3 clusters Score -2526730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2526728.750000 Penalty: 4939.766113
	Iteration 82Q: 3 clusters Score -2526729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2526741.500000 Penalty: 4939.766113
	Iteration 83Q: 3 clusters Score -2526742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2526742.250000 Penalty: 4939.766113
	Iteration 84Q: 3 clusters Score -2526742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2526749.250000 Penalty: 4939.766113
	Iteration 85Q: 3 clusters Score -2526749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2526758.000000 Penalty: 4939.766113
	Iteration 86Q: 3 clusters Score -2526758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2526756.750000 Penalty: 4939.766113
	Iteration 87Q: 3 clusters Score -2526757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2526762.500000 Penalty: 4939.766113
	Iteration 88Q: 3 clusters Score -2526762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2526766.750000 Penalty: 4939.766113
	Iteration 89Q: 3 clusters Score -2526767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2526771.500000 Penalty: 4939.766113
	Iteration 90Q: 3 clusters Score -2526772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2526774.000000 Penalty: 4939.766113
	Iteration 91Q: 3 clusters Score -2526774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2526777.500000 Penalty: 4939.766113
	Iteration 92Q: 3 clusters Score -2526778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2526775.250000 Penalty: 4939.766113
	Iteration 93Q: 3 clusters Score -2526775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2526775.000000 Penalty: 4939.766113
	Iteration 94Q: 3 clusters Score -2526775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2526775.500000 Penalty: 4939.766113
	Iteration 95Q: 3 clusters Score -2526776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2526777.250000 Penalty: 4939.766113
	Iteration 96Q: 3 clusters Score -2526777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2526776.250000 Penalty: 4939.766113
	Iteration 97Q: 3 clusters Score -2526776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2526773.500000 Penalty: 4939.766113
	Iteration 98Q: 3 clusters Score -2526774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2526777.250000 Penalty: 4939.766113
	Iteration 99Q: 3 clusters Score -2526777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2526773.500000 Penalty: 4939.766113
	Iteration 100F: 3 clusters Score -2526774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2526773.500000 Penalty: 4939.766113
	Iteration 101Q: 3 clusters Score -2526774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2526773.500000 Penalty: 4939.766113
	Iteration 102F: 3 clusters Score -2526774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Entering Unmasked Estep 
Score: -5030728.000000 Penalty: 2652.086426
	Iteration 0F: 2 clusters Score -5030728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5000788.000000 Penalty: 5304.172852
	Iteration 0F: 3 clusters Score -5000788 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5012225.000000 Penalty: 5304.172852
	Iteration 1F: 3 clusters Score -5012225 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5012805.000000 Penalty: 5304.172852
	Iteration 2Q: 3 clusters Score -5012805 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5013329.500000 Penalty: 5304.172852
	Iteration 3Q: 3 clusters Score -5013330 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5013880.000000 Penalty: 5304.172852
	Iteration 4Q: 3 clusters Score -5013880 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5014444.500000 Penalty: 5304.172852
	Iteration 5Q: 3 clusters Score -5014444 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5015138.000000 Penalty: 5304.172852
	Iteration 6Q: 3 clusters Score -5015138 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5015849.500000 Penalty: 5304.172852
	Iteration 7Q: 3 clusters Score -5015850 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5016683.000000 Penalty: 5304.172852
	Iteration 8Q: 3 clusters Score -5016683 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5017734.500000 Penalty: 5304.172852
	Iteration 9Q: 3 clusters Score -5017734 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5018987.500000 Penalty: 5304.172852
	Iteration 10Q: 3 clusters Score -5018988 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5020348.500000 Penalty: 5304.172852
	Iteration 11Q: 3 clusters Score -5020348 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5021726.500000 Penalty: 5304.172852
	Iteration 12Q: 3 clusters Score -5021726 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -5023027.500000 Penalty: 5304.172852
	Iteration 13Q: 3 clusters Score -5023028 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5024253.000000 Penalty: 5304.172852
	Iteration 14Q: 3 clusters Score -5024253 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -5025198.500000 Penalty: 5304.172852
	Iteration 15Q: 3 clusters Score -5025198 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -5025951.000000 Penalty: 5304.172852
	Iteration 16Q: 3 clusters Score -5025951 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5026557.000000 Penalty: 5304.172852
	Iteration 17Q: 3 clusters Score -5026557 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5027011.000000 Penalty: 5304.172852
	Iteration 18Q: 3 clusters Score -5027011 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5027357.500000 Penalty: 5304.172852
	Iteration 19Q: 3 clusters Score -5027358 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5027588.500000 Penalty: 5304.172852
	Iteration 20F: 3 clusters Score -5027588 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5027762.000000 Penalty: 5304.172852
	Iteration 21Q: 3 clusters Score -5027762 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5027931.000000 Penalty: 5304.172852
	Iteration 22Q: 3 clusters Score -5027931 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5028026.000000 Penalty: 5304.172852
	Iteration 23Q: 3 clusters Score -5028026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5028082.500000 Penalty: 5304.172852
	Iteration 24Q: 3 clusters Score -5028082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5028126.500000 Penalty: 5304.172852
	Iteration 25Q: 3 clusters Score -5028126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5028170.500000 Penalty: 5304.172852
	Iteration 26Q: 3 clusters Score -5028170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5028210.500000 Penalty: 5304.172852
	Iteration 27Q: 3 clusters Score -5028210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5028238.000000 Penalty: 5304.172852
	Iteration 28Q: 3 clusters Score -5028238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5028261.000000 Penalty: 5304.172852
	Iteration 29Q: 3 clusters Score -5028261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5028284.000000 Penalty: 5304.172852
	Iteration 30Q: 3 clusters Score -5028284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5028301.500000 Penalty: 5304.172852
	Iteration 31Q: 3 clusters Score -5028302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5028329.500000 Penalty: 5304.172852
	Iteration 32Q: 3 clusters Score -5028330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5028348.500000 Penalty: 5304.172852
	Iteration 33Q: 3 clusters Score -5028348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5028365.500000 Penalty: 5304.172852
	Iteration 34Q: 3 clusters Score -5028366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5028373.000000 Penalty: 5304.172852
	Iteration 35Q: 3 clusters Score -5028373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5028371.000000 Penalty: 5304.172852
	Iteration 36Q: 3 clusters Score -5028371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5028371.500000 Penalty: 5304.172852
	Iteration 37Q: 3 clusters Score -5028372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5028376.500000 Penalty: 5304.172852
	Iteration 38Q: 3 clusters Score -5028376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5028396.000000 Penalty: 5304.172852
	Iteration 39Q: 3 clusters Score -5028396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5028405.000000 Penalty: 5304.172852
	Iteration 40F: 3 clusters Score -5028405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5028412.000000 Penalty: 5304.172852
	Iteration 41Q: 3 clusters Score -5028412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5028417.500000 Penalty: 5304.172852
	Iteration 42Q: 3 clusters Score -5028418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5028421.000000 Penalty: 5304.172852
	Iteration 43Q: 3 clusters Score -5028421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5028423.000000 Penalty: 5304.172852
	Iteration 44Q: 3 clusters Score -5028423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5028418.000000 Penalty: 5304.172852
	Iteration 45Q: 3 clusters Score -5028418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5028423.500000 Penalty: 5304.172852
	Iteration 46Q: 3 clusters Score -5028424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5028417.500000 Penalty: 5304.172852
	Iteration 47Q: 3 clusters Score -5028418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5028423.500000 Penalty: 5304.172852
	Iteration 48Q: 3 clusters Score -5028424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5028423.500000 Penalty: 5304.172852
	Iteration 49F: 3 clusters Score -5028424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -375819.406250 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375819.4 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -377850.281250 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -377850.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -378951.937500 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -378951.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -379369.718750 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -379369.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -379530.000000 Penalty: 4024.556396
	Iteration 4Q: 3 clusters Score -379530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -379586.406250 Penalty: 4024.556396
	Iteration 5Q: 3 clusters Score -379586.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -379613.875000 Penalty: 4024.556396
	Iteration 6Q: 3 clusters Score -379613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -379630.031250 Penalty: 4024.556396
	Iteration 7Q: 3 clusters Score -379630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -379636.531250 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -379636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -379641.718750 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -379646.343750 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -379650.531250 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -379652.593750 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -379652.593750 Penalty: 4024.556396
	Iteration 13F: 3 clusters Score -379652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75847 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94310 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246225 members 
Entering Unmasked Estep 
Score: -118051072.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118052000.000000 to -118051072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Entering Unmasked Estep 
Score: -1248199.125000 Penalty: 2302.537842
	Iteration 0F: 2 clusters Score -1248199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1240070.125000 Penalty: 4605.075684
	Iteration 0F: 3 clusters Score -1240070 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1242512.375000 Penalty: 4605.075684
	Iteration 1F: 3 clusters Score -1242512 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1242886.625000 Penalty: 4605.075684
	Iteration 2F: 3 clusters Score -1242887 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1243181.500000 Penalty: 4605.075684
	Iteration 3F: 3 clusters Score -1243182 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1243392.875000 Penalty: 4605.075684
	Iteration 4Q: 3 clusters Score -1243393 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1243557.000000 Penalty: 4605.075684
	Iteration 5Q: 3 clusters Score -1243557 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1243683.375000 Penalty: 4605.075684
	Iteration 6Q: 3 clusters Score -1243683 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1243791.375000 Penalty: 4605.075684
	Iteration 7Q: 3 clusters Score -1243791 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1243893.125000 Penalty: 4605.075684
	Iteration 8Q: 3 clusters Score -1243893 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1243992.750000 Penalty: 4605.075684
	Iteration 9Q: 3 clusters Score -1243993 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1244103.375000 Penalty: 4605.075684
	Iteration 10Q: 3 clusters Score -1244103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1244215.000000 Penalty: 4605.075684
	Iteration 11Q: 3 clusters Score -1244215 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1244328.375000 Penalty: 4605.075684
	Iteration 12Q: 3 clusters Score -1244328 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1244449.875000 Penalty: 4605.075684
	Iteration 13Q: 3 clusters Score -1244450 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1244578.750000 Penalty: 4605.075684
	Iteration 14Q: 3 clusters Score -1244579 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1244705.125000 Penalty: 4605.075684
	Iteration 15Q: 3 clusters Score -1244705 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1244837.875000 Penalty: 4605.075684
	Iteration 16Q: 3 clusters Score -1244838 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1244983.625000 Penalty: 4605.075684
	Iteration 17Q: 3 clusters Score -1244984 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1245142.875000 Penalty: 4605.075684
	Iteration 18Q: 3 clusters Score -1245143 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1245306.250000 Penalty: 4605.075684
	Iteration 19Q: 3 clusters Score -1245306 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1245432.375000 Penalty: 4605.075684
	Iteration 20F: 3 clusters Score -1245432 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1245538.250000 Penalty: 4605.075684
	Iteration 21Q: 3 clusters Score -1245538 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1245645.500000 Penalty: 4605.075684
	Iteration 22Q: 3 clusters Score -1245646 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1245734.375000 Penalty: 4605.075684
	Iteration 23Q: 3 clusters Score -1245734 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1245816.375000 Penalty: 4605.075684
	Iteration 24Q: 3 clusters Score -1245816 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1245889.625000 Penalty: 4605.075684
	Iteration 25Q: 3 clusters Score -1245890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1245946.750000 Penalty: 4605.075684
	Iteration 26Q: 3 clusters Score -1245947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1245986.250000 Penalty: 4605.075684
	Iteration 27Q: 3 clusters Score -1245986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1246021.875000 Penalty: 4605.075684
	Iteration 28Q: 3 clusters Score -1246022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1246049.875000 Penalty: 4605.075684
	Iteration 29Q: 3 clusters Score -1246050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1246069.000000 Penalty: 4605.075684
	Iteration 30Q: 3 clusters Score -1246069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1246089.500000 Penalty: 4605.075684
	Iteration 31Q: 3 clusters Score -1246090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1246103.750000 Penalty: 4605.075684
	Iteration 32Q: 3 clusters Score -1246104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1246119.875000 Penalty: 4605.075684
	Iteration 33Q: 3 clusters Score -1246120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1246127.250000 Penalty: 4605.075684
	Iteration 34Q: 3 clusters Score -1246127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1246136.125000 Penalty: 4605.075684
	Iteration 35Q: 3 clusters Score -1246136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1246146.250000 Penalty: 4605.075684
	Iteration 36Q: 3 clusters Score -1246146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1246156.125000 Penalty: 4605.075684
	Iteration 37Q: 3 clusters Score -1246156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1246161.750000 Penalty: 4605.075684
	Iteration 38Q: 3 clusters Score -1246162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1246167.375000 Penalty: 4605.075684
	Iteration 39Q: 3 clusters Score -1246167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1246169.375000 Penalty: 4605.075684
	Iteration 40F: 3 clusters Score -1246169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1246174.125000 Penalty: 4605.075684
	Iteration 41Q: 3 clusters Score -1246174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1246180.375000 Penalty: 4605.075684
	Iteration 42Q: 3 clusters Score -1246180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1246190.500000 Penalty: 4605.075684
	Iteration 43Q: 3 clusters Score -1246190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1246200.750000 Penalty: 4605.075684
	Iteration 44Q: 3 clusters Score -1246201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1246208.125000 Penalty: 4605.075684
	Iteration 45Q: 3 clusters Score -1246208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1246210.000000 Penalty: 4605.075684
	Iteration 46Q: 3 clusters Score -1246210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1246216.500000 Penalty: 4605.075684
	Iteration 47Q: 3 clusters Score -1246216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1246222.250000 Penalty: 4605.075684
	Iteration 48Q: 3 clusters Score -1246222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1246225.625000 Penalty: 4605.075684
	Iteration 49Q: 3 clusters Score -1246226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1246228.000000 Penalty: 4605.075684
	Iteration 50Q: 3 clusters Score -1246228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1246233.125000 Penalty: 4605.075684
	Iteration 51Q: 3 clusters Score -1246233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1246236.375000 Penalty: 4605.075684
	Iteration 52Q: 3 clusters Score -1246236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1246238.750000 Penalty: 4605.075684
	Iteration 53Q: 3 clusters Score -1246239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1246242.750000 Penalty: 4605.075684
	Iteration 54Q: 3 clusters Score -1246243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1246245.125000 Penalty: 4605.075684
	Iteration 55Q: 3 clusters Score -1246245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1246249.375000 Penalty: 4605.075684
	Iteration 56Q: 3 clusters Score -1246249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1246256.125000 Penalty: 4605.075684
	Iteration 57Q: 3 clusters Score -1246256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1246260.625000 Penalty: 4605.075684
	Iteration 58Q: 3 clusters Score -1246261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1246269.500000 Penalty: 4605.075684
	Iteration 59Q: 3 clusters Score -1246270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1246278.375000 Penalty: 4605.075684
	Iteration 60F: 3 clusters Score -1246278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1246285.250000 Penalty: 4605.075684
	Iteration 61Q: 3 clusters Score -1246285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1246289.625000 Penalty: 4605.075684
	Iteration 62Q: 3 clusters Score -1246290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1246295.375000 Penalty: 4605.075684
	Iteration 63Q: 3 clusters Score -1246295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1246298.375000 Penalty: 4605.075684
	Iteration 64Q: 3 clusters Score -1246298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1246297.500000 Penalty: 4605.075684
	Iteration 65Q: 3 clusters Score -1246298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1246301.500000 Penalty: 4605.075684
	Iteration 66Q: 3 clusters Score -1246302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1246302.375000 Penalty: 4605.075684
	Iteration 67Q: 3 clusters Score -1246302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1246304.500000 Penalty: 4605.075684
	Iteration 68Q: 3 clusters Score -1246304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1246308.250000 Penalty: 4605.075684
	Iteration 69Q: 3 clusters Score -1246308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1246309.250000 Penalty: 4605.075684
	Iteration 70Q: 3 clusters Score -1246309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1246309.250000 Penalty: 4605.075684
	Iteration 71F: 3 clusters Score -1246309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -240038.906250 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -240038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237300.078125 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -237300.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237795.546875 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -237795.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237917.984375 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -237918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -237994.265625 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -237994.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -238038.578125 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -238038.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -238076.859375 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -238076.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -238104.828125 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -238104.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238133.234375 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -238133.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -238149.125000 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -238149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -238160.203125 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -238160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -238172.812500 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -238172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238181.843750 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -238181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -238185.750000 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -238185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -238191.703125 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -238191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -238196.609375 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -238196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -238201.578125 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -238201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -238204.859375 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -238204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -238206.156250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -238206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238206.625000 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -238206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -238207.218750 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -238207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -238208.328125 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -238208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -238209.812500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -238209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238212.578125 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -238212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238214.375000 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -238214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -238215.406250 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -238215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238217.781250 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -238217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238219.093750 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -238219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238220.156250 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -238220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -238220.250000 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -238220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -238220.250000 Penalty: 3810.511230
	Iteration 29F: 3 clusters Score -238220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1529725.250000 Penalty: 2345.501953
	Iteration 0F: 2 clusters Score -1529725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1520271.875000 Penalty: 4691.003906
	Iteration 0F: 3 clusters Score -1520272 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1523030.875000 Penalty: 4691.003906
	Iteration 1F: 3 clusters Score -1523031 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1523279.500000 Penalty: 4691.003906
	Iteration 2F: 3 clusters Score -1523280 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1523483.000000 Penalty: 4691.003906
	Iteration 3Q: 3 clusters Score -1523483 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1523624.125000 Penalty: 4691.003906
	Iteration 4Q: 3 clusters Score -1523624 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1523729.750000 Penalty: 4691.003906
	Iteration 5Q: 3 clusters Score -1523730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1523813.375000 Penalty: 4691.003906
	Iteration 6Q: 3 clusters Score -1523813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 4691.003906
	Iteration 7Q: 3 clusters Score -1523880 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1523951.625000 Penalty: 4691.003906
	Iteration 8Q: 3 clusters Score -1523952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1524008.625000 Penalty: 4691.003906
	Iteration 9Q: 3 clusters Score -1524009 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1524066.500000 Penalty: 4691.003906
	Iteration 10Q: 3 clusters Score -1524066 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1524127.625000 Penalty: 4691.003906
	Iteration 11Q: 3 clusters Score -1524128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1524204.375000 Penalty: 4691.003906
	Iteration 12Q: 3 clusters Score -1524204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1524291.375000 Penalty: 4691.003906
	Iteration 13Q: 3 clusters Score -1524291 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1524378.875000 Penalty: 4691.003906
	Iteration 14Q: 3 clusters Score -1524379 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1524494.750000 Penalty: 4691.003906
	Iteration 15Q: 3 clusters Score -1524495 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1524647.250000 Penalty: 4691.003906
	Iteration 16Q: 3 clusters Score -1524647 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1524840.125000 Penalty: 4691.003906
	Iteration 17Q: 3 clusters Score -1524840 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1525115.125000 Penalty: 4691.003906
	Iteration 18Q: 3 clusters Score -1525115 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1525417.750000 Penalty: 4691.003906
	Iteration 19Q: 3 clusters Score -1525418 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1525703.750000 Penalty: 4691.003906
	Iteration 20F: 3 clusters Score -1525704 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1526002.750000 Penalty: 4691.003906
	Iteration 21Q: 3 clusters Score -1526003 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1526262.625000 Penalty: 4691.003906
	Iteration 22Q: 3 clusters Score -1526263 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1526431.125000 Penalty: 4691.003906
	Iteration 23Q: 3 clusters Score -1526431 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1526563.000000 Penalty: 4691.003906
	Iteration 24Q: 3 clusters Score -1526563 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1526678.375000 Penalty: 4691.003906
	Iteration 25Q: 3 clusters Score -1526678 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1526779.625000 Penalty: 4691.003906
	Iteration 26Q: 3 clusters Score -1526780 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1526869.750000 Penalty: 4691.003906
	Iteration 27Q: 3 clusters Score -1526870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1526963.125000 Penalty: 4691.003906
	Iteration 28Q: 3 clusters Score -1526963 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1527048.375000 Penalty: 4691.003906
	Iteration 29Q: 3 clusters Score -1527048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1527126.250000 Penalty: 4691.003906
	Iteration 30Q: 3 clusters Score -1527126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1527191.000000 Penalty: 4691.003906
	Iteration 31Q: 3 clusters Score -1527191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1527248.625000 Penalty: 4691.003906
	Iteration 32Q: 3 clusters Score -1527249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1527303.125000 Penalty: 4691.003906
	Iteration 33Q: 3 clusters Score -1527303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1527344.125000 Penalty: 4691.003906
	Iteration 34Q: 3 clusters Score -1527344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1527380.250000 Penalty: 4691.003906
	Iteration 35Q: 3 clusters Score -1527380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1527422.000000 Penalty: 4691.003906
	Iteration 36Q: 3 clusters Score -1527422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1527446.250000 Penalty: 4691.003906
	Iteration 37Q: 3 clusters Score -1527446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1527465.500000 Penalty: 4691.003906
	Iteration 38Q: 3 clusters Score -1527466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1527479.375000 Penalty: 4691.003906
	Iteration 39Q: 3 clusters Score -1527479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1527489.875000 Penalty: 4691.003906
	Iteration 40F: 3 clusters Score -1527490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1527491.000000 Penalty: 4691.003906
	Iteration 41Q: 3 clusters Score -1527491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1527501.250000 Penalty: 4691.003906
	Iteration 42Q: 3 clusters Score -1527501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1527504.500000 Penalty: 4691.003906
	Iteration 43Q: 3 clusters Score -1527504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1527505.500000 Penalty: 4691.003906
	Iteration 44Q: 3 clusters Score -1527506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1527513.500000 Penalty: 4691.003906
	Iteration 45Q: 3 clusters Score -1527514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1527506.750000 Penalty: 4691.003906
	Iteration 46Q: 3 clusters Score -1527507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1527514.500000 Penalty: 4691.003906
	Iteration 47Q: 3 clusters Score -1527514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1527518.625000 Penalty: 4691.003906
	Iteration 48Q: 3 clusters Score -1527519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1527523.375000 Penalty: 4691.003906
	Iteration 49Q: 3 clusters Score -1527523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1527525.875000 Penalty: 4691.003906
	Iteration 50Q: 3 clusters Score -1527526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1527530.375000 Penalty: 4691.003906
	Iteration 51Q: 3 clusters Score -1527530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1527527.750000 Penalty: 4691.003906
	Iteration 52Q: 3 clusters Score -1527528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1527535.250000 Penalty: 4691.003906
	Iteration 53Q: 3 clusters Score -1527535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1527539.125000 Penalty: 4691.003906
	Iteration 54Q: 3 clusters Score -1527539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1527535.125000 Penalty: 4691.003906
	Iteration 55Q: 3 clusters Score -1527535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1527539.250000 Penalty: 4691.003906
	Iteration 56Q: 3 clusters Score -1527539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1527540.875000 Penalty: 4691.003906
	Iteration 57Q: 3 clusters Score -1527541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1527544.000000 Penalty: 4691.003906
	Iteration 58Q: 3 clusters Score -1527544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1527544.125000 Penalty: 4691.003906
	Iteration 59Q: 3 clusters Score -1527544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1527544.125000 Penalty: 4691.003906
	Iteration 60F: 3 clusters Score -1527544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1527540.000000 Penalty: 4691.003906
	Iteration 61Q: 3 clusters Score -1527540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1527540.000000 Penalty: 4691.003906
	Iteration 62Q: 3 clusters Score -1527540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1527540.000000 Penalty: 4691.003906
	Iteration 63F: 3 clusters Score -1527540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Entering Unmasked Estep 
Score: -11198030.000000 Penalty: 2840.677002
	Iteration 0F: 2 clusters Score -1.119803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -11134696.000000 Penalty: 5681.354004
	Iteration 0F: 3 clusters Score -1.11347e+07 nChanged 44772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -11160448.000000 Penalty: 5681.354004
	Iteration 1F: 3 clusters Score -1.116045e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -11161096.000000 Penalty: 5681.354004
	Iteration 2Q: 3 clusters Score -1.11611e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -11161725.000000 Penalty: 5681.354004
	Iteration 3Q: 3 clusters Score -1.116172e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -11162535.000000 Penalty: 5681.354004
	Iteration 4Q: 3 clusters Score -1.116254e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -11163861.000000 Penalty: 5681.354004
	Iteration 5Q: 3 clusters Score -1.116386e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -11165704.000000 Penalty: 5681.354004
	Iteration 6Q: 3 clusters Score -1.11657e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -11168655.000000 Penalty: 5681.354004
	Iteration 7F: 3 clusters Score -1.116866e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -11173206.000000 Penalty: 5681.354004
	Iteration 8F: 3 clusters Score -1.117321e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -11179093.000000 Penalty: 5681.354004
	Iteration 9F: 3 clusters Score -1.117909e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -11184873.000000 Penalty: 5681.354004
	Iteration 10F: 3 clusters Score -1.118487e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -11189718.000000 Penalty: 5681.354004
	Iteration 11F: 3 clusters Score -1.118972e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -11192714.000000 Penalty: 5681.354004
	Iteration 12Q: 3 clusters Score -1.119271e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -11194158.000000 Penalty: 5681.354004
	Iteration 13Q: 3 clusters Score -1.119416e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -11194768.000000 Penalty: 5681.354004
	Iteration 14Q: 3 clusters Score -1.119477e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -11195077.000000 Penalty: 5681.354004
	Iteration 15Q: 3 clusters Score -1.119508e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -11195227.000000 Penalty: 5681.354004
	Iteration 16Q: 3 clusters Score -1.119523e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -11195332.000000 Penalty: 5681.354004
	Iteration 17Q: 3 clusters Score -1.119533e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -11195397.000000 Penalty: 5681.354004
	Iteration 18Q: 3 clusters Score -1.11954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -11195450.000000 Penalty: 5681.354004
	Iteration 19Q: 3 clusters Score -1.119545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -11195474.000000 Penalty: 5681.354004
	Iteration 20F: 3 clusters Score -1.119547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -11195501.000000 Penalty: 5681.354004
	Iteration 21Q: 3 clusters Score -1.11955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -11195512.000000 Penalty: 5681.354004
	Iteration 22Q: 3 clusters Score -1.119551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -11195516.000000 Penalty: 5681.354004
	Iteration 23Q: 3 clusters Score -1.119552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -11195534.000000 Penalty: 5681.354004
	Iteration 24Q: 3 clusters Score -1.119553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -11195534.000000 Penalty: 5681.354004
	Iteration 25Q: 3 clusters Score -1.119553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -11195548.000000 Penalty: 5681.354004
	Iteration 26Q: 3 clusters Score -1.119555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -11195554.000000 Penalty: 5681.354004
	Iteration 27Q: 3 clusters Score -1.119555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -11195548.000000 Penalty: 5681.354004
	Iteration 28Q: 3 clusters Score -1.119555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11195554.000000 Penalty: 5681.354004
	Iteration 29Q: 3 clusters Score -1.119555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -11195567.000000 Penalty: 5681.354004
	Iteration 30Q: 3 clusters Score -1.119557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -11195565.000000 Penalty: 5681.354004
	Iteration 31Q: 3 clusters Score -1.119556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11195562.000000 Penalty: 5681.354004
	Iteration 32Q: 3 clusters Score -1.119556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11195562.000000 Penalty: 5681.354004
	Iteration 33F: 3 clusters Score -1.119556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Entering Unmasked Estep 
Score: -6921809.000000 Penalty: 2722.322510
	Iteration 0F: 2 clusters Score -6921809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -6882325.000000 Penalty: 5444.645020
	Iteration 0F: 3 clusters Score -6882325 nChanged 27286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6897413.000000 Penalty: 5444.645020
	Iteration 1F: 3 clusters Score -6897413 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -6898111.500000 Penalty: 5444.645020
	Iteration 2Q: 3 clusters Score -6898112 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6898846.500000 Penalty: 5444.645020
	Iteration 3Q: 3 clusters Score -6898846 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6899907.500000 Penalty: 5444.645020
	Iteration 4Q: 3 clusters Score -6899908 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6901485.000000 Penalty: 5444.645020
	Iteration 5F: 3 clusters Score -6901485 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -6903713.000000 Penalty: 5444.645020
	Iteration 6F: 3 clusters Score -6903713 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -6906558.000000 Penalty: 5444.645020
	Iteration 7F: 3 clusters Score -6906558 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6909641.000000 Penalty: 5444.645020
	Iteration 8F: 3 clusters Score -6909641 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6912405.500000 Penalty: 5444.645020
	Iteration 9F: 3 clusters Score -6912406 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6914509.500000 Penalty: 5444.645020
	Iteration 10Q: 3 clusters Score -6914510 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -6916058.000000 Penalty: 5444.645020
	Iteration 11Q: 3 clusters Score -6916058 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -6917225.500000 Penalty: 5444.645020
	Iteration 12Q: 3 clusters Score -6917226 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6918047.000000 Penalty: 5444.645020
	Iteration 13Q: 3 clusters Score -6918047 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6918631.500000 Penalty: 5444.645020
	Iteration 14Q: 3 clusters Score -6918632 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6918953.500000 Penalty: 5444.645020
	Iteration 15Q: 3 clusters Score -6918954 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6919152.500000 Penalty: 5444.645020
	Iteration 16Q: 3 clusters Score -6919152 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -6919274.500000 Penalty: 5444.645020
	Iteration 17Q: 3 clusters Score -6919274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -6919353.000000 Penalty: 5444.645020
	Iteration 18Q: 3 clusters Score -6919353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -6919397.000000 Penalty: 5444.645020
	Iteration 19Q: 3 clusters Score -6919397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -6919429.000000 Penalty: 5444.645020
	Iteration 20F: 3 clusters Score -6919429 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -6919461.500000 Penalty: 5444.645020
	Iteration 21Q: 3 clusters Score -6919462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -6919481.500000 Penalty: 5444.645020
	Iteration 22Q: 3 clusters Score -6919482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -6919498.000000 Penalty: 5444.645020
	Iteration 23Q: 3 clusters Score -6919498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6919512.500000 Penalty: 5444.645020
	Iteration 24Q: 3 clusters Score -6919512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -6919522.500000 Penalty: 5444.645020
	Iteration 25Q: 3 clusters Score -6919522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -6919532.000000 Penalty: 5444.645020
	Iteration 26Q: 3 clusters Score -6919532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -6919545.500000 Penalty: 5444.645020
	Iteration 27Q: 3 clusters Score -6919546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -6919548.000000 Penalty: 5444.645020
	Iteration 28Q: 3 clusters Score -6919548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -6919574.500000 Penalty: 5444.645020
	Iteration 29Q: 3 clusters Score -6919574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6919574.000000 Penalty: 5444.645020
	Iteration 30Q: 3 clusters Score -6919574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -6919580.500000 Penalty: 5444.645020
	Iteration 31Q: 3 clusters Score -6919580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -6919585.000000 Penalty: 5444.645020
	Iteration 32Q: 3 clusters Score -6919585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -6919591.000000 Penalty: 5444.645020
	Iteration 33Q: 3 clusters Score -6919591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -6919590.500000 Penalty: 5444.645020
	Iteration 34Q: 3 clusters Score -6919590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6919589.000000 Penalty: 5444.645020
	Iteration 35Q: 3 clusters Score -6919589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -6919582.000000 Penalty: 5444.645020
	Iteration 36Q: 3 clusters Score -6919582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6919593.500000 Penalty: 5444.645020
	Iteration 37Q: 3 clusters Score -6919594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -6919588.000000 Penalty: 5444.645020
	Iteration 38Q: 3 clusters Score -6919588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -6919602.500000 Penalty: 5444.645020
	Iteration 39Q: 3 clusters Score -6919602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -6919605.000000 Penalty: 5444.645020
	Iteration 40F: 3 clusters Score -6919605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -6919613.500000 Penalty: 5444.645020
	Iteration 41Q: 3 clusters Score -6919614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -6919619.000000 Penalty: 5444.645020
	Iteration 42Q: 3 clusters Score -6919619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -6919613.000000 Penalty: 5444.645020
	Iteration 43Q: 3 clusters Score -6919613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6919608.000000 Penalty: 5444.645020
	Iteration 44Q: 3 clusters Score -6919608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -6919618.000000 Penalty: 5444.645020
	Iteration 45Q: 3 clusters Score -6919618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -6919611.000000 Penalty: 5444.645020
	Iteration 46Q: 3 clusters Score -6919611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6919614.000000 Penalty: 5444.645020
	Iteration 47Q: 3 clusters Score -6919614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6919611.000000 Penalty: 5444.645020
	Iteration 48Q: 3 clusters Score -6919611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -6919621.500000 Penalty: 5444.645020
	Iteration 49Q: 3 clusters Score -6919622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -6919618.500000 Penalty: 5444.645020
	Iteration 50Q: 3 clusters Score -6919618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -6919621.500000 Penalty: 5444.645020
	Iteration 51Q: 3 clusters Score -6919622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -6919628.000000 Penalty: 5444.645020
	Iteration 52Q: 3 clusters Score -6919628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6919624.500000 Penalty: 5444.645020
	Iteration 53Q: 3 clusters Score -6919624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -6919624.500000 Penalty: 5444.645020
	Iteration 54F: 3 clusters Score -6919624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Entering Unmasked Estep 
Score: -6340040.500000 Penalty: 2699.211426
	Iteration 0F: 2 clusters Score -6340040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -6304155.500000 Penalty: 5398.422852
	Iteration 0F: 3 clusters Score -6304156 nChanged 24661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6317877.000000 Penalty: 5398.422852
	Iteration 1F: 3 clusters Score -6317877 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -6318621.000000 Penalty: 5398.422852
	Iteration 2Q: 3 clusters Score -6318621 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -6319390.500000 Penalty: 5398.422852
	Iteration 3Q: 3 clusters Score -6319390 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -6320483.500000 Penalty: 5398.422852
	Iteration 4Q: 3 clusters Score -6320484 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -6322298.000000 Penalty: 5398.422852
	Iteration 5F: 3 clusters Score -6322298 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -6325061.000000 Penalty: 5398.422852
	Iteration 6F: 3 clusters Score -6325061 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -6328437.000000 Penalty: 5398.422852
	Iteration 7F: 3 clusters Score -6328437 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -6332025.500000 Penalty: 5398.422852
	Iteration 8F: 3 clusters Score -6332026 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6334761.500000 Penalty: 5398.422852
	Iteration 9F: 3 clusters Score -6334762 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6336406.000000 Penalty: 5398.422852
	Iteration 10Q: 3 clusters Score -6336406 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -6337318.000000 Penalty: 5398.422852
	Iteration 11Q: 3 clusters Score -6337318 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6337851.000000 Penalty: 5398.422852
	Iteration 12Q: 3 clusters Score -6337851 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6338243.500000 Penalty: 5398.422852
	Iteration 13Q: 3 clusters Score -6338244 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6338565.500000 Penalty: 5398.422852
	Iteration 14Q: 3 clusters Score -6338566 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6338765.500000 Penalty: 5398.422852
	Iteration 15Q: 3 clusters Score -6338766 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -6338954.000000 Penalty: 5398.422852
	Iteration 16Q: 3 clusters Score -6338954 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6339055.500000 Penalty: 5398.422852
	Iteration 17Q: 3 clusters Score -6339056 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -6339157.000000 Penalty: 5398.422852
	Iteration 18Q: 3 clusters Score -6339157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -6339200.500000 Penalty: 5398.422852
	Iteration 19Q: 3 clusters Score -6339200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6339200.000000 Penalty: 5398.422852
	Iteration 20F: 3 clusters Score -6339200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6339248.000000 Penalty: 5398.422852
	Iteration 21Q: 3 clusters Score -6339248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6339268.500000 Penalty: 5398.422852
	Iteration 22Q: 3 clusters Score -6339268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -6339290.000000 Penalty: 5398.422852
	Iteration 23Q: 3 clusters Score -6339290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -6339292.500000 Penalty: 5398.422852
	Iteration 24Q: 3 clusters Score -6339292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6339304.500000 Penalty: 5398.422852
	Iteration 25Q: 3 clusters Score -6339304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6339309.000000 Penalty: 5398.422852
	Iteration 26Q: 3 clusters Score -6339309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -6339311.500000 Penalty: 5398.422852
	Iteration 27Q: 3 clusters Score -6339312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -6339317.000000 Penalty: 5398.422852
	Iteration 28Q: 3 clusters Score -6339317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6339327.000000 Penalty: 5398.422852
	Iteration 29Q: 3 clusters Score -6339327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6339318.500000 Penalty: 5398.422852
	Iteration 30Q: 3 clusters Score -6339318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -6339328.500000 Penalty: 5398.422852
	Iteration 31Q: 3 clusters Score -6339328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -6339334.500000 Penalty: 5398.422852
	Iteration 32Q: 3 clusters Score -6339334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6339338.500000 Penalty: 5398.422852
	Iteration 33Q: 3 clusters Score -6339338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6339349.000000 Penalty: 5398.422852
	Iteration 34Q: 3 clusters Score -6339349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -6339343.500000 Penalty: 5398.422852
	Iteration 35Q: 3 clusters Score -6339344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -6339348.500000 Penalty: 5398.422852
	Iteration 36Q: 3 clusters Score -6339348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6339348.000000 Penalty: 5398.422852
	Iteration 37Q: 3 clusters Score -6339348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -6339352.500000 Penalty: 5398.422852
	Iteration 38Q: 3 clusters Score -6339352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6339359.000000 Penalty: 5398.422852
	Iteration 39Q: 3 clusters Score -6339359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6339360.000000 Penalty: 5398.422852
	Iteration 40F: 3 clusters Score -6339360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6339356.000000 Penalty: 5398.422852
	Iteration 41Q: 3 clusters Score -6339356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6339361.500000 Penalty: 5398.422852
	Iteration 42Q: 3 clusters Score -6339362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6339366.500000 Penalty: 5398.422852
	Iteration 43Q: 3 clusters Score -6339366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6339359.500000 Penalty: 5398.422852
	Iteration 44Q: 3 clusters Score -6339360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6339345.500000 Penalty: 5398.422852
	Iteration 45Q: 3 clusters Score -6339346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -6339340.000000 Penalty: 5398.422852
	Iteration 46Q: 3 clusters Score -6339340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6339340.500000 Penalty: 5398.422852
	Iteration 47Q: 3 clusters Score -6339340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6339339.500000 Penalty: 5398.422852
	Iteration 48Q: 3 clusters Score -6339340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6339340.500000 Penalty: 5398.422852
	Iteration 49Q: 3 clusters Score -6339340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6339337.500000 Penalty: 5398.422852
	Iteration 50Q: 3 clusters Score -6339338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -6339338.000000 Penalty: 5398.422852
	Iteration 51Q: 3 clusters Score -6339338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -6339347.500000 Penalty: 5398.422852
	Iteration 52Q: 3 clusters Score -6339348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -6339340.500000 Penalty: 5398.422852
	Iteration 53Q: 3 clusters Score -6339340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6339340.000000 Penalty: 5398.422852
	Iteration 54Q: 3 clusters Score -6339340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -6339344.000000 Penalty: 5398.422852
	Iteration 55Q: 3 clusters Score -6339344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -6339348.500000 Penalty: 5398.422852
	Iteration 56Q: 3 clusters Score -6339348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6339343.500000 Penalty: 5398.422852
	Iteration 57Q: 3 clusters Score -6339344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6339342.000000 Penalty: 5398.422852
	Iteration 58Q: 3 clusters Score -6339342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -6339345.500000 Penalty: 5398.422852
	Iteration 59Q: 3 clusters Score -6339346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -6339345.500000 Penalty: 5398.422852
	Iteration 60F: 3 clusters Score -6339346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185846 members 
Entering Unmasked Estep 
Score: -21947842.000000 Penalty: 3008.903076
	Iteration 0F: 2 clusters Score -2.194784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -21831470.000000 Penalty: 6017.806152
	Iteration 0F: 3 clusters Score -2.183147e+07 nChanged 89230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -21884308.000000 Penalty: 6017.806152
	Iteration 1F: 3 clusters Score -2.188431e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102996 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -21886444.000000 Penalty: 6017.806152
	Iteration 2Q: 3 clusters Score -2.188644e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -21890202.000000 Penalty: 6017.806152
	Iteration 3Q: 3 clusters Score -2.18902e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -21897530.000000 Penalty: 6017.806152
	Iteration 4F: 3 clusters Score -2.189753e+07 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -21909076.000000 Penalty: 6017.806152
	Iteration 5F: 3 clusters Score -2.190908e+07 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -21923754.000000 Penalty: 6017.806152
	Iteration 6F: 3 clusters Score -2.192375e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -21936116.000000 Penalty: 6017.806152
	Iteration 7F: 3 clusters Score -2.193612e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -21942882.000000 Penalty: 6017.806152
	Iteration 8Q: 3 clusters Score -2.194288e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -21945228.000000 Penalty: 6017.806152
	Iteration 9Q: 3 clusters Score -2.194523e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -21945956.000000 Penalty: 6017.806152
	Iteration 10Q: 3 clusters Score -2.194596e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170702 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -21946236.000000 Penalty: 6017.806152
	Iteration 11Q: 3 clusters Score -2.194624e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -21946362.000000 Penalty: 6017.806152
	Iteration 12Q: 3 clusters Score -2.194636e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -21946262.000000 Penalty: 6017.806152
	Iteration 13Q: 3 clusters Score -2.194626e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -21946360.000000 Penalty: 6017.806152
	Iteration 14Q: 3 clusters Score -2.194636e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175605 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -21946388.000000 Penalty: 6017.806152
	Iteration 15Q: 3 clusters Score -2.194639e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176521 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -21946372.000000 Penalty: 6017.806152
	Iteration 16Q: 3 clusters Score -2.194637e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177278 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -21946530.000000 Penalty: 6017.806152
	Iteration 17Q: 3 clusters Score -2.194653e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177949 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -21946520.000000 Penalty: 6017.806152
	Iteration 18Q: 3 clusters Score -2.194652e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -21946600.000000 Penalty: 6017.806152
	Iteration 19Q: 3 clusters Score -2.19466e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -21946558.000000 Penalty: 6017.806152
	Iteration 20F: 3 clusters Score -2.194656e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -21946544.000000 Penalty: 6017.806152
	Iteration 21Q: 3 clusters Score -2.194654e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -21946540.000000 Penalty: 6017.806152
	Iteration 22Q: 3 clusters Score -2.194654e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180224 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -21946606.000000 Penalty: 6017.806152
	Iteration 23Q: 3 clusters Score -2.194661e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -21946572.000000 Penalty: 6017.806152
	Iteration 24Q: 3 clusters Score -2.194657e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -21946542.000000 Penalty: 6017.806152
	Iteration 25Q: 3 clusters Score -2.194654e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -21946506.000000 Penalty: 6017.806152
	Iteration 26Q: 3 clusters Score -2.194651e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181274 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -21946528.000000 Penalty: 6017.806152
	Iteration 27Q: 3 clusters Score -2.194653e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181488 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21946564.000000 Penalty: 6017.806152
	Iteration 28Q: 3 clusters Score -2.194656e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181667 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21946584.000000 Penalty: 6017.806152
	Iteration 29Q: 3 clusters Score -2.194658e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181822 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -21946534.000000 Penalty: 6017.806152
	Iteration 30Q: 3 clusters Score -2.194653e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -21946616.000000 Penalty: 6017.806152
	Iteration 31Q: 3 clusters Score -2.194662e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21946598.000000 Penalty: 6017.806152
	Iteration 32Q: 3 clusters Score -2.19466e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182178 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21946522.000000 Penalty: 6017.806152
	Iteration 33Q: 3 clusters Score -2.194652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182250 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21946548.000000 Penalty: 6017.806152
	Iteration 34Q: 3 clusters Score -2.194655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182321 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -21946546.000000 Penalty: 6017.806152
	Iteration 35Q: 3 clusters Score -2.194655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182392 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21946534.000000 Penalty: 6017.806152
	Iteration 36Q: 3 clusters Score -2.194653e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182461 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -21946522.000000 Penalty: 6017.806152
	Iteration 37Q: 3 clusters Score -2.194652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182529 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21946472.000000 Penalty: 6017.806152
	Iteration 38Q: 3 clusters Score -2.194647e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21946494.000000 Penalty: 6017.806152
	Iteration 39Q: 3 clusters Score -2.194649e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21946488.000000 Penalty: 6017.806152
	Iteration 40F: 3 clusters Score -2.194649e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -21946494.000000 Penalty: 6017.806152
	Iteration 41Q: 3 clusters Score -2.194649e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182756 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21946484.000000 Penalty: 6017.806152
	Iteration 42Q: 3 clusters Score -2.194648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182801 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -21946490.000000 Penalty: 6017.806152
	Iteration 43Q: 3 clusters Score -2.194649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -21946482.000000 Penalty: 6017.806152
	Iteration 44Q: 3 clusters Score -2.194648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21946486.000000 Penalty: 6017.806152
	Iteration 45Q: 3 clusters Score -2.194649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182900 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -21946492.000000 Penalty: 6017.806152
	Iteration 46Q: 3 clusters Score -2.194649e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21946506.000000 Penalty: 6017.806152
	Iteration 47Q: 3 clusters Score -2.194651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -21946486.000000 Penalty: 6017.806152
	Iteration 48Q: 3 clusters Score -2.194649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21946486.000000 Penalty: 6017.806152
	Iteration 49Q: 3 clusters Score -2.194649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -21946504.000000 Penalty: 6017.806152
	Iteration 50Q: 3 clusters Score -2.19465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21946480.000000 Penalty: 6017.806152
	Iteration 51Q: 3 clusters Score -2.194648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21946502.000000 Penalty: 6017.806152
	Iteration 52Q: 3 clusters Score -2.19465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21946478.000000 Penalty: 6017.806152
	Iteration 53Q: 3 clusters Score -2.194648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183071 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21946494.000000 Penalty: 6017.806152
	Iteration 54Q: 3 clusters Score -2.194649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -21946502.000000 Penalty: 6017.806152
	Iteration 55Q: 3 clusters Score -2.19465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21946504.000000 Penalty: 6017.806152
	Iteration 56Q: 3 clusters Score -2.19465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183106 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21946498.000000 Penalty: 6017.806152
	Iteration 57Q: 3 clusters Score -2.19465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183112 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21946512.000000 Penalty: 6017.806152
	Iteration 58Q: 3 clusters Score -2.194651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21946506.000000 Penalty: 6017.806152
	Iteration 59Q: 3 clusters Score -2.194651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183125 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21946506.000000 Penalty: 6017.806152
	Iteration 60F: 3 clusters Score -2.194651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21946514.000000 Penalty: 6017.806152
	Iteration 61Q: 3 clusters Score -2.194651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21946512.000000 Penalty: 6017.806152
	Iteration 62Q: 3 clusters Score -2.194651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183155 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21946504.000000 Penalty: 6017.806152
	Iteration 63Q: 3 clusters Score -2.19465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183162 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21946496.000000 Penalty: 6017.806152
	Iteration 64Q: 3 clusters Score -2.19465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21946478.000000 Penalty: 6017.806152
	Iteration 65Q: 3 clusters Score -2.194648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21946502.000000 Penalty: 6017.806152
	Iteration 66Q: 3 clusters Score -2.19465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21946490.000000 Penalty: 6017.806152
	Iteration 67Q: 3 clusters Score -2.194649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21946490.000000 Penalty: 6017.806152
	Iteration 68F: 3 clusters Score -2.194649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -104522.062500 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -104522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102672.804688 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -102672.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102993.812500 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -102993.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103115.632812 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -103115.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103171.710938 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -103171.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103222.554688 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -103222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103252.078125 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -103252.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103264.039062 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -103264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103271.812500 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -103271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103278.671875 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -103278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103287.125000 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -103287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103291.617188 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -103291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103293.265625 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -103293.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103296.523438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -103296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103298.023438 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -103298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103299.312500 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -103299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103299.984375 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -103300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103300.656250 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -103300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103301.054688 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -103301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103301.054688 Penalty: 3423.261719
	Iteration 18F: 3 clusters Score -103301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (246225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246225 members 
Entering Unmasked Estep 
Score: -28896828.000000 Penalty: 3078.672363
	Iteration 0F: 2 clusters Score -2.889683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122849 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -28744682.000000 Penalty: 6157.344727
	Iteration 0F: 3 clusters Score -2.874468e+07 nChanged 118670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -28813280.000000 Penalty: 6157.344727
	Iteration 1F: 3 clusters Score -2.881328e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 129161 members 
Entering Unmasked Estep 
Score: -28814096.000000 Penalty: 6157.344727
	Iteration 2Q: 3 clusters Score -2.88141e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -28815156.000000 Penalty: 6157.344727
	Iteration 3Q: 3 clusters Score -2.881516e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -28817124.000000 Penalty: 6157.344727
	Iteration 4Q: 3 clusters Score -2.881712e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -28821194.000000 Penalty: 6157.344727
	Iteration 5Q: 3 clusters Score -2.882119e+07 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 162422 members 
Entering Unmasked Estep 
Score: -28828568.000000 Penalty: 6157.344727
	Iteration 6F: 3 clusters Score -2.882857e+07 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 182828 members 
Entering Unmasked Estep 
Score: -28842038.000000 Penalty: 6157.344727
	Iteration 7F: 3 clusters Score -2.884204e+07 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 206799 members 
Entering Unmasked Estep 
Score: -28860586.000000 Penalty: 6157.344727
	Iteration 8F: 3 clusters Score -2.886059e+07 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 227403 members 
Entering Unmasked Estep 
Score: -28877196.000000 Penalty: 6157.344727
	Iteration 9F: 3 clusters Score -2.88772e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 238815 members 
Entering Unmasked Estep 
Score: -28887018.000000 Penalty: 6157.344727
	Iteration 10Q: 3 clusters Score -2.888702e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 243233 members 
Entering Unmasked Estep 
Score: -28891172.000000 Penalty: 6157.344727
	Iteration 11Q: 3 clusters Score -2.889117e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 244744 members 
Entering Unmasked Estep 
Score: -28892848.000000 Penalty: 6157.344727
	Iteration 12Q: 3 clusters Score -2.889285e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 245264 members 
Entering Unmasked Estep 
Score: -28893430.000000 Penalty: 6157.344727
	Iteration 13Q: 3 clusters Score -2.889343e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 245493 members 
Entering Unmasked Estep 
Score: -28893692.000000 Penalty: 6157.344727
	Iteration 14Q: 3 clusters Score -2.889369e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -28893794.000000 Penalty: 6157.344727
	Iteration 15Q: 3 clusters Score -2.889379e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 245621 members 
Entering Unmasked Estep 
Score: -28893852.000000 Penalty: 6157.344727
	Iteration 16Q: 3 clusters Score -2.889385e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 245634 members 
Entering Unmasked Estep 
Score: -28893914.000000 Penalty: 6157.344727
	Iteration 17Q: 3 clusters Score -2.889391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 245646 members 
Entering Unmasked Estep 
Score: -28893912.000000 Penalty: 6157.344727
	Iteration 18Q: 3 clusters Score -2.889391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 245657 members 
Entering Unmasked Estep 
Score: -28893910.000000 Penalty: 6157.344727
	Iteration 19Q: 3 clusters Score -2.889391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 245674 members 
Entering Unmasked Estep 
Score: -28893936.000000 Penalty: 6157.344727
	Iteration 20F: 3 clusters Score -2.889394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 245677 members 
Entering Unmasked Estep 
Score: -28893950.000000 Penalty: 6157.344727
	Iteration 21Q: 3 clusters Score -2.889395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 245676 members 
Entering Unmasked Estep 
Score: -28893978.000000 Penalty: 6157.344727
	Iteration 22Q: 3 clusters Score -2.889398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 245684 members 
Entering Unmasked Estep 
Score: -28893998.000000 Penalty: 6157.344727
	Iteration 23Q: 3 clusters Score -2.8894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 245684 members 
Entering Unmasked Estep 
Score: -28894014.000000 Penalty: 6157.344727
	Iteration 24Q: 3 clusters Score -2.889401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 245687 members 
Entering Unmasked Estep 
Score: -28894008.000000 Penalty: 6157.344727
	Iteration 25Q: 3 clusters Score -2.889401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 245688 members 
Entering Unmasked Estep 
Score: -28894026.000000 Penalty: 6157.344727
	Iteration 26Q: 3 clusters Score -2.889403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 245689 members 
Entering Unmasked Estep 
Score: -28894028.000000 Penalty: 6157.344727
	Iteration 27Q: 3 clusters Score -2.889403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 245692 members 
Entering Unmasked Estep 
Score: -28894036.000000 Penalty: 6157.344727
	Iteration 28Q: 3 clusters Score -2.889404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 245694 members 
Entering Unmasked Estep 
Score: -28894036.000000 Penalty: 6157.344727
	Iteration 29Q: 3 clusters Score -2.889404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 245696 members 
Entering Unmasked Estep 
Score: -28894036.000000 Penalty: 6157.344727
	Iteration 30Q: 3 clusters Score -2.889404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 245696 members 
Entering Unmasked Estep 
Score: -28894028.000000 Penalty: 6157.344727
	Iteration 31Q: 3 clusters Score -2.889403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 245696 members 
Entering Unmasked Estep 
Score: -28894046.000000 Penalty: 6157.344727
	Iteration 32Q: 3 clusters Score -2.889405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 245695 members 
Entering Unmasked Estep 
Score: -28894032.000000 Penalty: 6157.344727
	Iteration 33Q: 3 clusters Score -2.889403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 245695 members 
Entering Unmasked Estep 
Score: -28894032.000000 Penalty: 6157.344727
	Iteration 34F: 3 clusters Score -2.889403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75847 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189682 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94310 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052024.000000 Penalty: 54895.289062
Iteration 319Q: 17 clusters Score -1.18052e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75847 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189684 members 
Mstep: Class 5 contains 21146 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94311 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185847 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051992.000000 Penalty: 54895.289062
Iteration 320F: 17 clusters Score -1.18052e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75847 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189687 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 44087 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94311 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185847 members 
Mstep: Class 21 contains 994 members 
Mstep: Class 23 contains 246216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051976.000000 Penalty: 54895.289062
Iteration 321Q: 17 clusters Score -1.18052e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75845 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189691 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 44086 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94312 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052032.000000 Penalty: 54895.289062
Iteration 322Q: 17 clusters Score -1.18052e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75843 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189692 members 
Mstep: Class 5 contains 21149 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94313 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185847 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052056.000000 Penalty: 54895.289062
Iteration 323Q: 17 clusters Score -1.180521e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75840 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 21150 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 94317 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185846 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052072.000000 Penalty: 54895.289062
Iteration 324Q: 17 clusters Score -1.180521e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75836 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21150 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052048.000000 Penalty: 54895.289062
Iteration 325Q: 17 clusters Score -1.18052e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75834 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21151 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052088.000000 Penalty: 54895.289062
Iteration 326Q: 17 clusters Score -1.180521e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75830 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21151 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052080.000000 Penalty: 54895.289062
Iteration 327Q: 17 clusters Score -1.180521e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75824 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052048.000000 Penalty: 54895.289062
Iteration 328Q: 17 clusters Score -1.18052e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75823 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53314 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052040.000000 Penalty: 54895.289062
Iteration 329Q: 17 clusters Score -1.18052e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75823 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189697 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53313 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052096.000000 Penalty: 54895.289062
Iteration 330Q: 17 clusters Score -1.180521e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75823 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189697 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052048.000000 Penalty: 54895.289062
Iteration 331Q: 17 clusters Score -1.18052e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75822 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189697 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185844 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052080.000000 Penalty: 54895.289062
Iteration 332Q: 17 clusters Score -1.180521e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75821 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189696 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052032.000000 Penalty: 54895.289062
Iteration 333Q: 17 clusters Score -1.18052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75820 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189696 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185842 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052000.000000 Penalty: 54895.289062
Iteration 334Q: 17 clusters Score -1.18052e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75819 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189696 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185842 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118052000.000000 Penalty: 54895.289062
Iteration 335Q: 17 clusters Score -1.18052e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 336Q: 17 clusters Score -1.18052e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75814 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189695 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185843 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051992.000000 Penalty: 54895.289062
Iteration 337Q: 17 clusters Score -1.18052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75814 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185842 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051992.000000 Penalty: 54895.289062
Iteration 338Q: 17 clusters Score -1.18052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051960.000000 Penalty: 54895.289062
Iteration 339Q: 17 clusters Score -1.18052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189694 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94320 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051960.000000 Penalty: 54895.289062
Iteration 340F: 17 clusters Score -1.18052e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189693 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 18 contains 58519 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 341Q: 17 clusters Score -1.18052e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189691 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94321 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185840 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051960.000000 Penalty: 54895.289062
Iteration 342Q: 17 clusters Score -1.18052e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189689 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94322 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051992.000000 Penalty: 54895.289062
Iteration 343Q: 17 clusters Score -1.18052e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189687 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94324 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051984.000000 Penalty: 54895.289062
Iteration 344Q: 17 clusters Score -1.18052e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189685 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53311 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051992.000000 Penalty: 54895.289062
Iteration 345Q: 17 clusters Score -1.18052e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189685 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051960.000000 Penalty: 54895.289062
Iteration 346Q: 17 clusters Score -1.18052e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189684 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051968.000000 Penalty: 54895.289062
Iteration 347Q: 17 clusters Score -1.18052e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189684 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118051968.000000 Penalty: 54895.289062
Iteration 348F: 17 clusters Score -1.18052e+08 nChanged 0
Entering ConstructFrom: 
Score: -118051968.000000 Penalty: 54895.289062
Entering ConstructFrom: 
Trying to split cluster 1 (19423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Entering Unmasked Estep 
Score: -2261435.500000 Penalty: 2448.804932
	Iteration 0F: 2 clusters Score -2261436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2247740.250000 Penalty: 4897.609863
	Iteration 0F: 3 clusters Score -2247740 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2252249.750000 Penalty: 4897.609863
	Iteration 1F: 3 clusters Score -2252250 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2252643.000000 Penalty: 4897.609863
	Iteration 2F: 3 clusters Score -2252643 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2252947.250000 Penalty: 4897.609863
	Iteration 3Q: 3 clusters Score -2252947 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2253223.500000 Penalty: 4897.609863
	Iteration 4Q: 3 clusters Score -2253224 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2253469.250000 Penalty: 4897.609863
	Iteration 5Q: 3 clusters Score -2253469 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2253635.250000 Penalty: 4897.609863
	Iteration 6Q: 3 clusters Score -2253635 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2253804.250000 Penalty: 4897.609863
	Iteration 7Q: 3 clusters Score -2253804 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2253982.250000 Penalty: 4897.609863
	Iteration 8Q: 3 clusters Score -2253982 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2254160.000000 Penalty: 4897.609863
	Iteration 9Q: 3 clusters Score -2254160 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2254360.500000 Penalty: 4897.609863
	Iteration 10Q: 3 clusters Score -2254360 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2254579.250000 Penalty: 4897.609863
	Iteration 11Q: 3 clusters Score -2254579 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2254853.750000 Penalty: 4897.609863
	Iteration 12Q: 3 clusters Score -2254854 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2255160.750000 Penalty: 4897.609863
	Iteration 13Q: 3 clusters Score -2255161 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2255558.000000 Penalty: 4897.609863
	Iteration 14Q: 3 clusters Score -2255558 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2256079.500000 Penalty: 4897.609863
	Iteration 15Q: 3 clusters Score -2256080 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2256680.500000 Penalty: 4897.609863
	Iteration 16Q: 3 clusters Score -2256680 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2257203.250000 Penalty: 4897.609863
	Iteration 17Q: 3 clusters Score -2257203 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2257573.000000 Penalty: 4897.609863
	Iteration 18Q: 3 clusters Score -2257573 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2257823.000000 Penalty: 4897.609863
	Iteration 19Q: 3 clusters Score -2257823 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2257977.250000 Penalty: 4897.609863
	Iteration 20F: 3 clusters Score -2257977 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2258053.250000 Penalty: 4897.609863
	Iteration 21Q: 3 clusters Score -2258053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2258111.250000 Penalty: 4897.609863
	Iteration 22Q: 3 clusters Score -2258111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2258172.500000 Penalty: 4897.609863
	Iteration 23Q: 3 clusters Score -2258172 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2258243.000000 Penalty: 4897.609863
	Iteration 24Q: 3 clusters Score -2258243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2258277.500000 Penalty: 4897.609863
	Iteration 25Q: 3 clusters Score -2258278 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2258321.750000 Penalty: 4897.609863
	Iteration 26Q: 3 clusters Score -2258322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2258377.250000 Penalty: 4897.609863
	Iteration 27Q: 3 clusters Score -2258377 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2258431.000000 Penalty: 4897.609863
	Iteration 28Q: 3 clusters Score -2258431 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2258516.500000 Penalty: 4897.609863
	Iteration 29Q: 3 clusters Score -2258516 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2258618.750000 Penalty: 4897.609863
	Iteration 30Q: 3 clusters Score -2258619 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2258747.750000 Penalty: 4897.609863
	Iteration 31Q: 3 clusters Score -2258748 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2258884.500000 Penalty: 4897.609863
	Iteration 32Q: 3 clusters Score -2258884 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2259051.250000 Penalty: 4897.609863
	Iteration 33Q: 3 clusters Score -2259051 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2259255.750000 Penalty: 4897.609863
	Iteration 34Q: 3 clusters Score -2259256 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2259477.250000 Penalty: 4897.609863
	Iteration 35Q: 3 clusters Score -2259477 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2259710.250000 Penalty: 4897.609863
	Iteration 36Q: 3 clusters Score -2259710 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2259924.000000 Penalty: 4897.609863
	Iteration 37Q: 3 clusters Score -2259924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2260060.000000 Penalty: 4897.609863
	Iteration 38Q: 3 clusters Score -2260060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2260127.000000 Penalty: 4897.609863
	Iteration 39Q: 3 clusters Score -2260127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2260159.000000 Penalty: 4897.609863
	Iteration 40F: 3 clusters Score -2260159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2260186.750000 Penalty: 4897.609863
	Iteration 41Q: 3 clusters Score -2260187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2260202.000000 Penalty: 4897.609863
	Iteration 42Q: 3 clusters Score -2260202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2260217.750000 Penalty: 4897.609863
	Iteration 43Q: 3 clusters Score -2260218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2260223.000000 Penalty: 4897.609863
	Iteration 44Q: 3 clusters Score -2260223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2260225.750000 Penalty: 4897.609863
	Iteration 45Q: 3 clusters Score -2260226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2260231.250000 Penalty: 4897.609863
	Iteration 46Q: 3 clusters Score -2260231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2260230.000000 Penalty: 4897.609863
	Iteration 47Q: 3 clusters Score -2260230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2260231.500000 Penalty: 4897.609863
	Iteration 48Q: 3 clusters Score -2260232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2260233.250000 Penalty: 4897.609863
	Iteration 49Q: 3 clusters Score -2260233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2260236.250000 Penalty: 4897.609863
	Iteration 50Q: 3 clusters Score -2260236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2260236.750000 Penalty: 4897.609863
	Iteration 51Q: 3 clusters Score -2260237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2260235.750000 Penalty: 4897.609863
	Iteration 52Q: 3 clusters Score -2260236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2260236.000000 Penalty: 4897.609863
	Iteration 53Q: 3 clusters Score -2260236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2260234.000000 Penalty: 4897.609863
	Iteration 54Q: 3 clusters Score -2260234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2260234.000000 Penalty: 4897.609863
	Iteration 55F: 3 clusters Score -2260234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Entering Unmasked Estep 
Score: -9008207.000000 Penalty: 2786.544189
	Iteration 0F: 2 clusters Score -9008207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8957283.000000 Penalty: 5573.088379
	Iteration 0F: 3 clusters Score -8957283 nChanged 35639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8977595.000000 Penalty: 5573.088379
	Iteration 1F: 3 clusters Score -8977595 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -8978590.000000 Penalty: 5573.088379
	Iteration 2Q: 3 clusters Score -8978590 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8979976.000000 Penalty: 5573.088379
	Iteration 3Q: 3 clusters Score -8979976 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8982014.000000 Penalty: 5573.088379
	Iteration 4F: 3 clusters Score -8982014 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -8985148.000000 Penalty: 5573.088379
	Iteration 5F: 3 clusters Score -8985148 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -8989671.000000 Penalty: 5573.088379
	Iteration 6F: 3 clusters Score -8989671 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -8995266.000000 Penalty: 5573.088379
	Iteration 7F: 3 clusters Score -8995266 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -8999630.000000 Penalty: 5573.088379
	Iteration 8F: 3 clusters Score -8999630 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -9001536.000000 Penalty: 5573.088379
	Iteration 9Q: 3 clusters Score -9001536 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -9002261.000000 Penalty: 5573.088379
	Iteration 10Q: 3 clusters Score -9002261 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -9002693.000000 Penalty: 5573.088379
	Iteration 11Q: 3 clusters Score -9002693 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -9003000.000000 Penalty: 5573.088379
	Iteration 12Q: 3 clusters Score -9003000 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -9003230.000000 Penalty: 5573.088379
	Iteration 13Q: 3 clusters Score -9003230 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -9003472.000000 Penalty: 5573.088379
	Iteration 14Q: 3 clusters Score -9003472 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9003668.000000 Penalty: 5573.088379
	Iteration 15Q: 3 clusters Score -9003668 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -9003859.000000 Penalty: 5573.088379
	Iteration 16Q: 3 clusters Score -9003859 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -9004044.000000 Penalty: 5573.088379
	Iteration 17Q: 3 clusters Score -9004044 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -9004239.000000 Penalty: 5573.088379
	Iteration 18Q: 3 clusters Score -9004239 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -9004444.000000 Penalty: 5573.088379
	Iteration 19Q: 3 clusters Score -9004444 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -9004622.000000 Penalty: 5573.088379
	Iteration 20F: 3 clusters Score -9004622 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -9004778.000000 Penalty: 5573.088379
	Iteration 21Q: 3 clusters Score -9004778 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -9004873.000000 Penalty: 5573.088379
	Iteration 22Q: 3 clusters Score -9004873 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -9004993.000000 Penalty: 5573.088379
	Iteration 23Q: 3 clusters Score -9004993 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -9005129.000000 Penalty: 5573.088379
	Iteration 24Q: 3 clusters Score -9005129 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -9005250.000000 Penalty: 5573.088379
	Iteration 25Q: 3 clusters Score -9005250 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -9005326.000000 Penalty: 5573.088379
	Iteration 26Q: 3 clusters Score -9005326 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9005429.000000 Penalty: 5573.088379
	Iteration 27Q: 3 clusters Score -9005429 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -9005546.000000 Penalty: 5573.088379
	Iteration 28Q: 3 clusters Score -9005546 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -9005616.000000 Penalty: 5573.088379
	Iteration 29Q: 3 clusters Score -9005616 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -9005701.000000 Penalty: 5573.088379
	Iteration 30Q: 3 clusters Score -9005701 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -9005736.000000 Penalty: 5573.088379
	Iteration 31Q: 3 clusters Score -9005736 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9005802.000000 Penalty: 5573.088379
	Iteration 32Q: 3 clusters Score -9005802 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -9005850.000000 Penalty: 5573.088379
	Iteration 33Q: 3 clusters Score -9005850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9005912.000000 Penalty: 5573.088379
	Iteration 34Q: 3 clusters Score -9005912 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -9005944.000000 Penalty: 5573.088379
	Iteration 35Q: 3 clusters Score -9005944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -9005987.000000 Penalty: 5573.088379
	Iteration 36Q: 3 clusters Score -9005987 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -9006014.000000 Penalty: 5573.088379
	Iteration 37Q: 3 clusters Score -9006014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9006035.000000 Penalty: 5573.088379
	Iteration 38Q: 3 clusters Score -9006035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9006072.000000 Penalty: 5573.088379
	Iteration 39Q: 3 clusters Score -9006072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9006083.000000 Penalty: 5573.088379
	Iteration 40F: 3 clusters Score -9006083 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9006111.000000 Penalty: 5573.088379
	Iteration 41Q: 3 clusters Score -9006111 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9006148.000000 Penalty: 5573.088379
	Iteration 42Q: 3 clusters Score -9006148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9006163.000000 Penalty: 5573.088379
	Iteration 43Q: 3 clusters Score -9006163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9006200.000000 Penalty: 5573.088379
	Iteration 44Q: 3 clusters Score -9006200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9006222.000000 Penalty: 5573.088379
	Iteration 45Q: 3 clusters Score -9006222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9006243.000000 Penalty: 5573.088379
	Iteration 46Q: 3 clusters Score -9006243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9006278.000000 Penalty: 5573.088379
	Iteration 47Q: 3 clusters Score -9006278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9006297.000000 Penalty: 5573.088379
	Iteration 48Q: 3 clusters Score -9006297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -9006291.000000 Penalty: 5573.088379
	Iteration 49Q: 3 clusters Score -9006291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9006288.000000 Penalty: 5573.088379
	Iteration 50Q: 3 clusters Score -9006288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9006302.000000 Penalty: 5573.088379
	Iteration 51Q: 3 clusters Score -9006302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9006322.000000 Penalty: 5573.088379
	Iteration 52Q: 3 clusters Score -9006322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9006326.000000 Penalty: 5573.088379
	Iteration 53Q: 3 clusters Score -9006326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9006315.000000 Penalty: 5573.088379
	Iteration 54Q: 3 clusters Score -9006315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -9006328.000000 Penalty: 5573.088379
	Iteration 55Q: 3 clusters Score -9006328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9006337.000000 Penalty: 5573.088379
	Iteration 56Q: 3 clusters Score -9006337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9006358.000000 Penalty: 5573.088379
	Iteration 57Q: 3 clusters Score -9006358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9006367.000000 Penalty: 5573.088379
	Iteration 58Q: 3 clusters Score -9006367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9006366.000000 Penalty: 5573.088379
	Iteration 59Q: 3 clusters Score -9006366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9006378.000000 Penalty: 5573.088379
	Iteration 60F: 3 clusters Score -9006378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -9006391.000000 Penalty: 5573.088379
	Iteration 61Q: 3 clusters Score -9006391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9006384.000000 Penalty: 5573.088379
	Iteration 62Q: 3 clusters Score -9006384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9006403.000000 Penalty: 5573.088379
	Iteration 63Q: 3 clusters Score -9006403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9006398.000000 Penalty: 5573.088379
	Iteration 64Q: 3 clusters Score -9006398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9006411.000000 Penalty: 5573.088379
	Iteration 65Q: 3 clusters Score -9006411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9006407.000000 Penalty: 5573.088379
	Iteration 66Q: 3 clusters Score -9006407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9006405.000000 Penalty: 5573.088379
	Iteration 67Q: 3 clusters Score -9006405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9006413.000000 Penalty: 5573.088379
	Iteration 68Q: 3 clusters Score -9006413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9006405.000000 Penalty: 5573.088379
	Iteration 69Q: 3 clusters Score -9006405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9006409.000000 Penalty: 5573.088379
	Iteration 70Q: 3 clusters Score -9006409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9006426.000000 Penalty: 5573.088379
	Iteration 71Q: 3 clusters Score -9006426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9006416.000000 Penalty: 5573.088379
	Iteration 72Q: 3 clusters Score -9006416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9006425.000000 Penalty: 5573.088379
	Iteration 73Q: 3 clusters Score -9006425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9006427.000000 Penalty: 5573.088379
	Iteration 74Q: 3 clusters Score -9006427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9006416.000000 Penalty: 5573.088379
	Iteration 75Q: 3 clusters Score -9006416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9006421.000000 Penalty: 5573.088379
	Iteration 76Q: 3 clusters Score -9006421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9006419.000000 Penalty: 5573.088379
	Iteration 77Q: 3 clusters Score -9006419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9006415.000000 Penalty: 5573.088379
	Iteration 78Q: 3 clusters Score -9006415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9006417.000000 Penalty: 5573.088379
	Iteration 79Q: 3 clusters Score -9006417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9006417.000000 Penalty: 5573.088379
	Iteration 80F: 3 clusters Score -9006417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -72032.398438 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -72032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70411.914062 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -70411.91 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70679.273438 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -70679.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70763.843750 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -70763.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70831.250000 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -70831.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70920.929688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -70920.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70967.429688 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -70967.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71042.375000 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -71042.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71092.968750 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -71092.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -71157.468750 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -71157.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71222.804688 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -71222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71331.812500 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -71331.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -71417.250000 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -71417.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71527.500000 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -71527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -71559.828125 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -71559.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71584.429688 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -71584.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71612.664062 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -71612.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -71616.078125 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -71616.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -71616.742188 Penalty: 3235.687012
	Iteration 17F: 3 clusters Score -71616.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -71628.257812 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -71628.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -71628.257812 Penalty: 3235.687012
	Iteration 19F: 3 clusters Score -71628.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (189684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189684 members 
Entering Unmasked Estep 
Score: -22518270.000000 Penalty: 3013.972412
	Iteration 0F: 2 clusters Score -2.251827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -22405306.000000 Penalty: 6027.944824
	Iteration 0F: 3 clusters Score -2.240531e+07 nChanged 91255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -22458024.000000 Penalty: 6027.944824
	Iteration 1F: 3 clusters Score -2.245802e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -22459230.000000 Penalty: 6027.944824
	Iteration 2Q: 3 clusters Score -2.245923e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -22461016.000000 Penalty: 6027.944824
	Iteration 3Q: 3 clusters Score -2.246102e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88056 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -22463596.000000 Penalty: 6027.944824
	Iteration 4Q: 3 clusters Score -2.24636e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -22467494.000000 Penalty: 6027.944824
	Iteration 5Q: 3 clusters Score -2.246749e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -22474114.000000 Penalty: 6027.944824
	Iteration 6F: 3 clusters Score -2.247411e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67203 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -22483640.000000 Penalty: 6027.944824
	Iteration 7F: 3 clusters Score -2.248364e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 133047 members 
Entering Unmasked Estep 
Score: -22495738.000000 Penalty: 6027.944824
	Iteration 8F: 3 clusters Score -2.249574e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -22506868.000000 Penalty: 6027.944824
	Iteration 9F: 3 clusters Score -2.250687e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -22513392.000000 Penalty: 6027.944824
	Iteration 10Q: 3 clusters Score -2.251339e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -22516392.000000 Penalty: 6027.944824
	Iteration 11Q: 3 clusters Score -2.251639e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -22518000.000000 Penalty: 6027.944824
	Iteration 12Q: 3 clusters Score -2.2518e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -22519184.000000 Penalty: 6027.944824
	Iteration 13Q: 3 clusters Score -2.251918e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 161099 members 
Entering Unmasked Estep 
Score: -22519886.000000 Penalty: 6027.944824
	Iteration 14Q: 3 clusters Score -2.251989e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -22520310.000000 Penalty: 6027.944824
	Iteration 15Q: 3 clusters Score -2.252031e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -22520424.000000 Penalty: 6027.944824
	Iteration 16Q: 3 clusters Score -2.252042e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -22520466.000000 Penalty: 6027.944824
	Iteration 17Q: 3 clusters Score -2.252047e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -22520448.000000 Penalty: 6027.944824
	Iteration 18Q: 3 clusters Score -2.252045e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -22520474.000000 Penalty: 6027.944824
	Iteration 19Q: 3 clusters Score -2.252047e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -22520292.000000 Penalty: 6027.944824
	Iteration 20F: 3 clusters Score -2.252029e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 174932 members 
Entering Unmasked Estep 
Score: -22520242.000000 Penalty: 6027.944824
	Iteration 21Q: 3 clusters Score -2.252024e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 176291 members 
Entering Unmasked Estep 
Score: -22520164.000000 Penalty: 6027.944824
	Iteration 22Q: 3 clusters Score -2.252016e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -22520014.000000 Penalty: 6027.944824
	Iteration 23Q: 3 clusters Score -2.252001e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -22519824.000000 Penalty: 6027.944824
	Iteration 24Q: 3 clusters Score -2.251982e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 179550 members 
Entering Unmasked Estep 
Score: -22519574.000000 Penalty: 6027.944824
	Iteration 25Q: 3 clusters Score -2.251957e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -22519384.000000 Penalty: 6027.944824
	Iteration 26Q: 3 clusters Score -2.251938e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 181170 members 
Entering Unmasked Estep 
Score: -22519376.000000 Penalty: 6027.944824
	Iteration 27Q: 3 clusters Score -2.251938e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 181836 members 
Entering Unmasked Estep 
Score: -22519358.000000 Penalty: 6027.944824
	Iteration 28Q: 3 clusters Score -2.251936e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 182381 members 
Entering Unmasked Estep 
Score: -22519366.000000 Penalty: 6027.944824
	Iteration 29Q: 3 clusters Score -2.251937e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -22519278.000000 Penalty: 6027.944824
	Iteration 30Q: 3 clusters Score -2.251928e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 183355 members 
Entering Unmasked Estep 
Score: -22519186.000000 Penalty: 6027.944824
	Iteration 31Q: 3 clusters Score -2.251919e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 183739 members 
Entering Unmasked Estep 
Score: -22519110.000000 Penalty: 6027.944824
	Iteration 32Q: 3 clusters Score -2.251911e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 184085 members 
Entering Unmasked Estep 
Score: -22519054.000000 Penalty: 6027.944824
	Iteration 33Q: 3 clusters Score -2.251905e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 184357 members 
Entering Unmasked Estep 
Score: -22519004.000000 Penalty: 6027.944824
	Iteration 34Q: 3 clusters Score -2.2519e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -22518914.000000 Penalty: 6027.944824
	Iteration 35Q: 3 clusters Score -2.251891e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -22518894.000000 Penalty: 6027.944824
	Iteration 36Q: 3 clusters Score -2.251889e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 185008 members 
Entering Unmasked Estep 
Score: -22518886.000000 Penalty: 6027.944824
	Iteration 37Q: 3 clusters Score -2.251889e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -22518856.000000 Penalty: 6027.944824
	Iteration 38Q: 3 clusters Score -2.251886e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 185340 members 
Entering Unmasked Estep 
Score: -22518830.000000 Penalty: 6027.944824
	Iteration 39Q: 3 clusters Score -2.251883e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 185494 members 
Entering Unmasked Estep 
Score: -22518788.000000 Penalty: 6027.944824
	Iteration 40F: 3 clusters Score -2.251879e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -22518754.000000 Penalty: 6027.944824
	Iteration 41Q: 3 clusters Score -2.251875e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -22518718.000000 Penalty: 6027.944824
	Iteration 42Q: 3 clusters Score -2.251872e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 185807 members 
Entering Unmasked Estep 
Score: -22518724.000000 Penalty: 6027.944824
	Iteration 43Q: 3 clusters Score -2.251872e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 185903 members 
Entering Unmasked Estep 
Score: -22518758.000000 Penalty: 6027.944824
	Iteration 44Q: 3 clusters Score -2.251876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 185972 members 
Entering Unmasked Estep 
Score: -22518716.000000 Penalty: 6027.944824
	Iteration 45Q: 3 clusters Score -2.251872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 186041 members 
Entering Unmasked Estep 
Score: -22518698.000000 Penalty: 6027.944824
	Iteration 46Q: 3 clusters Score -2.25187e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 186087 members 
Entering Unmasked Estep 
Score: -22518704.000000 Penalty: 6027.944824
	Iteration 47Q: 3 clusters Score -2.25187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 186124 members 
Entering Unmasked Estep 
Score: -22518708.000000 Penalty: 6027.944824
	Iteration 48Q: 3 clusters Score -2.251871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 186148 members 
Entering Unmasked Estep 
Score: -22518708.000000 Penalty: 6027.944824
	Iteration 49Q: 3 clusters Score -2.251871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 186164 members 
Entering Unmasked Estep 
Score: -22518706.000000 Penalty: 6027.944824
	Iteration 50Q: 3 clusters Score -2.251871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 186174 members 
Entering Unmasked Estep 
Score: -22518694.000000 Penalty: 6027.944824
	Iteration 51Q: 3 clusters Score -2.251869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 186182 members 
Entering Unmasked Estep 
Score: -22518714.000000 Penalty: 6027.944824
	Iteration 52Q: 3 clusters Score -2.251871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 186190 members 
Entering Unmasked Estep 
Score: -22518698.000000 Penalty: 6027.944824
	Iteration 53Q: 3 clusters Score -2.25187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 186198 members 
Entering Unmasked Estep 
Score: -22518700.000000 Penalty: 6027.944824
	Iteration 54Q: 3 clusters Score -2.25187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 186204 members 
Entering Unmasked Estep 
Score: -22518692.000000 Penalty: 6027.944824
	Iteration 55Q: 3 clusters Score -2.251869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 186209 members 
Entering Unmasked Estep 
Score: -22518680.000000 Penalty: 6027.944824
	Iteration 56Q: 3 clusters Score -2.251868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 186212 members 
Entering Unmasked Estep 
Score: -22518676.000000 Penalty: 6027.944824
	Iteration 57Q: 3 clusters Score -2.251868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 186214 members 
Entering Unmasked Estep 
Score: -22518676.000000 Penalty: 6027.944824
	Iteration 58Q: 3 clusters Score -2.251868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -22518642.000000 Penalty: 6027.944824
	Iteration 59Q: 3 clusters Score -2.251864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -22518652.000000 Penalty: 6027.944824
	Iteration 60F: 3 clusters Score -2.251865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -22518650.000000 Penalty: 6027.944824
	Iteration 61Q: 3 clusters Score -2.251865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 186230 members 
Entering Unmasked Estep 
Score: -22518654.000000 Penalty: 6027.944824
	Iteration 62Q: 3 clusters Score -2.251865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 186241 members 
Entering Unmasked Estep 
Score: -22518654.000000 Penalty: 6027.944824
	Iteration 63Q: 3 clusters Score -2.251865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 186250 members 
Entering Unmasked Estep 
Score: -22518664.000000 Penalty: 6027.944824
	Iteration 64Q: 3 clusters Score -2.251866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 186258 members 
Entering Unmasked Estep 
Score: -22518666.000000 Penalty: 6027.944824
	Iteration 65Q: 3 clusters Score -2.251867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 186264 members 
Entering Unmasked Estep 
Score: -22518672.000000 Penalty: 6027.944824
	Iteration 66Q: 3 clusters Score -2.251867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -22518660.000000 Penalty: 6027.944824
	Iteration 67Q: 3 clusters Score -2.251866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 186274 members 
Entering Unmasked Estep 
Score: -22518646.000000 Penalty: 6027.944824
	Iteration 68Q: 3 clusters Score -2.251865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -22518660.000000 Penalty: 6027.944824
	Iteration 69Q: 3 clusters Score -2.251866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 186285 members 
Entering Unmasked Estep 
Score: -22518640.000000 Penalty: 6027.944824
	Iteration 70Q: 3 clusters Score -2.251864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 186289 members 
Entering Unmasked Estep 
Score: -22518626.000000 Penalty: 6027.944824
	Iteration 71Q: 3 clusters Score -2.251863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 186294 members 
Entering Unmasked Estep 
Score: -22518640.000000 Penalty: 6027.944824
	Iteration 72Q: 3 clusters Score -2.251864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 186297 members 
Entering Unmasked Estep 
Score: -22518640.000000 Penalty: 6027.944824
	Iteration 73Q: 3 clusters Score -2.251864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 186298 members 
Entering Unmasked Estep 
Score: -22518642.000000 Penalty: 6027.944824
	Iteration 74Q: 3 clusters Score -2.251864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 186301 members 
Entering Unmasked Estep 
Score: -22518632.000000 Penalty: 6027.944824
	Iteration 75Q: 3 clusters Score -2.251863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 186304 members 
Entering Unmasked Estep 
Score: -22518636.000000 Penalty: 6027.944824
	Iteration 76Q: 3 clusters Score -2.251864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 186306 members 
Entering Unmasked Estep 
Score: -22518644.000000 Penalty: 6027.944824
	Iteration 77Q: 3 clusters Score -2.251864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 186307 members 
Entering Unmasked Estep 
Score: -22518650.000000 Penalty: 6027.944824
	Iteration 78Q: 3 clusters Score -2.251865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
Score: -22518642.000000 Penalty: 6027.944824
	Iteration 79Q: 3 clusters Score -2.251864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 186312 members 
Entering Unmasked Estep 
Score: -22518638.000000 Penalty: 6027.944824
	Iteration 80F: 3 clusters Score -2.251864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 186312 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
Score: -118051488.000000 Penalty: 58326.246094
Splitting cluster 4 changes total score from -118051968.000000 to -118051488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Entering Unmasked Estep 
Score: -2529435.000000 Penalty: 2469.953369
	Iteration 0F: 2 clusters Score -2529435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2514591.750000 Penalty: 4939.906738
	Iteration 0F: 3 clusters Score -2514592 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2519601.500000 Penalty: 4939.906738
	Iteration 1F: 3 clusters Score -2519602 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2519982.500000 Penalty: 4939.906738
	Iteration 2F: 3 clusters Score -2519982 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2520309.500000 Penalty: 4939.906738
	Iteration 3Q: 3 clusters Score -2520310 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2520641.250000 Penalty: 4939.906738
	Iteration 4Q: 3 clusters Score -2520641 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2521070.500000 Penalty: 4939.906738
	Iteration 5Q: 3 clusters Score -2521070 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2521647.000000 Penalty: 4939.906738
	Iteration 6Q: 3 clusters Score -2521647 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2522392.250000 Penalty: 4939.906738
	Iteration 7F: 3 clusters Score -2522392 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2523367.000000 Penalty: 4939.906738
	Iteration 8F: 3 clusters Score -2523367 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2524534.500000 Penalty: 4939.906738
	Iteration 9F: 3 clusters Score -2524534 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2525651.500000 Penalty: 4939.906738
	Iteration 10F: 3 clusters Score -2525652 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2526532.500000 Penalty: 4939.906738
	Iteration 11Q: 3 clusters Score -2526532 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2526985.500000 Penalty: 4939.906738
	Iteration 12Q: 3 clusters Score -2526986 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2527217.750000 Penalty: 4939.906738
	Iteration 13Q: 3 clusters Score -2527218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2527312.250000 Penalty: 4939.906738
	Iteration 14Q: 3 clusters Score -2527312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2527363.750000 Penalty: 4939.906738
	Iteration 15Q: 3 clusters Score -2527364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2527410.000000 Penalty: 4939.906738
	Iteration 16Q: 3 clusters Score -2527410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2527421.250000 Penalty: 4939.906738
	Iteration 17Q: 3 clusters Score -2527421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2527425.750000 Penalty: 4939.906738
	Iteration 18Q: 3 clusters Score -2527426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2527437.750000 Penalty: 4939.906738
	Iteration 19Q: 3 clusters Score -2527438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2527441.250000 Penalty: 4939.906738
	Iteration 20F: 3 clusters Score -2527441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2527454.000000 Penalty: 4939.906738
	Iteration 21Q: 3 clusters Score -2527454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2527455.000000 Penalty: 4939.906738
	Iteration 22Q: 3 clusters Score -2527455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2527453.750000 Penalty: 4939.906738
	Iteration 23Q: 3 clusters Score -2527454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2527455.250000 Penalty: 4939.906738
	Iteration 24Q: 3 clusters Score -2527455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2527455.500000 Penalty: 4939.906738
	Iteration 25Q: 3 clusters Score -2527456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2527463.750000 Penalty: 4939.906738
	Iteration 26Q: 3 clusters Score -2527464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2527465.750000 Penalty: 4939.906738
	Iteration 27Q: 3 clusters Score -2527466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2527465.000000 Penalty: 4939.906738
	Iteration 28Q: 3 clusters Score -2527465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2527461.750000 Penalty: 4939.906738
	Iteration 29Q: 3 clusters Score -2527462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2527462.750000 Penalty: 4939.906738
	Iteration 30Q: 3 clusters Score -2527463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2527466.750000 Penalty: 4939.906738
	Iteration 31Q: 3 clusters Score -2527467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2527464.000000 Penalty: 4939.906738
	Iteration 32Q: 3 clusters Score -2527464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2527467.750000 Penalty: 4939.906738
	Iteration 33Q: 3 clusters Score -2527468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2527468.000000 Penalty: 4939.906738
	Iteration 34Q: 3 clusters Score -2527468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2527465.250000 Penalty: 4939.906738
	Iteration 35Q: 3 clusters Score -2527465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2527466.750000 Penalty: 4939.906738
	Iteration 36Q: 3 clusters Score -2527467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2527469.500000 Penalty: 4939.906738
	Iteration 37Q: 3 clusters Score -2527470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2527468.750000 Penalty: 4939.906738
	Iteration 38Q: 3 clusters Score -2527469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2527467.500000 Penalty: 4939.906738
	Iteration 39Q: 3 clusters Score -2527468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2527471.000000 Penalty: 4939.906738
	Iteration 40F: 3 clusters Score -2527471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2527467.750000 Penalty: 4939.906738
	Iteration 41Q: 3 clusters Score -2527468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2527467.000000 Penalty: 4939.906738
	Iteration 42Q: 3 clusters Score -2527467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2527466.000000 Penalty: 4939.906738
	Iteration 43Q: 3 clusters Score -2527466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2527465.500000 Penalty: 4939.906738
	Iteration 44Q: 3 clusters Score -2527466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2527466.500000 Penalty: 4939.906738
	Iteration 45Q: 3 clusters Score -2527466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2527466.750000 Penalty: 4939.906738
	Iteration 46Q: 3 clusters Score -2527467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2527472.500000 Penalty: 4939.906738
	Iteration 47Q: 3 clusters Score -2527472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2527475.750000 Penalty: 4939.906738
	Iteration 48Q: 3 clusters Score -2527476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2527471.500000 Penalty: 4939.906738
	Iteration 49Q: 3 clusters Score -2527472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2527475.750000 Penalty: 4939.906738
	Iteration 50Q: 3 clusters Score -2527476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2527481.250000 Penalty: 4939.906738
	Iteration 51Q: 3 clusters Score -2527481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2527485.250000 Penalty: 4939.906738
	Iteration 52Q: 3 clusters Score -2527485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2527485.750000 Penalty: 4939.906738
	Iteration 53Q: 3 clusters Score -2527486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2527487.750000 Penalty: 4939.906738
	Iteration 54Q: 3 clusters Score -2527488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2527487.750000 Penalty: 4939.906738
	Iteration 55Q: 3 clusters Score -2527488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2527487.750000 Penalty: 4939.906738
	Iteration 56F: 3 clusters Score -2527488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Entering Unmasked Estep 
Score: -5030499.500000 Penalty: 2652.075439
	Iteration 0F: 2 clusters Score -5030500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5000716.500000 Penalty: 5304.150879
	Iteration 0F: 3 clusters Score -5000716 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5011945.500000 Penalty: 5304.150879
	Iteration 1F: 3 clusters Score -5011946 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5012521.000000 Penalty: 5304.150879
	Iteration 2Q: 3 clusters Score -5012521 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -5013172.000000 Penalty: 5304.150879
	Iteration 3Q: 3 clusters Score -5013172 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5013924.500000 Penalty: 5304.150879
	Iteration 4Q: 3 clusters Score -5013924 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5014929.500000 Penalty: 5304.150879
	Iteration 5Q: 3 clusters Score -5014930 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5016174.500000 Penalty: 5304.150879
	Iteration 6F: 3 clusters Score -5016174 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -5017947.500000 Penalty: 5304.150879
	Iteration 7F: 3 clusters Score -5017948 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -5020079.000000 Penalty: 5304.150879
	Iteration 8F: 3 clusters Score -5020079 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -5022472.500000 Penalty: 5304.150879
	Iteration 9F: 3 clusters Score -5022472 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5024594.500000 Penalty: 5304.150879
	Iteration 10F: 3 clusters Score -5024594 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5026026.000000 Penalty: 5304.150879
	Iteration 11Q: 3 clusters Score -5026026 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5026896.000000 Penalty: 5304.150879
	Iteration 12Q: 3 clusters Score -5026896 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5027443.000000 Penalty: 5304.150879
	Iteration 13Q: 3 clusters Score -5027443 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5027745.000000 Penalty: 5304.150879
	Iteration 14Q: 3 clusters Score -5027745 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5027885.000000 Penalty: 5304.150879
	Iteration 15Q: 3 clusters Score -5027885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5028005.000000 Penalty: 5304.150879
	Iteration 16Q: 3 clusters Score -5028005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5028088.500000 Penalty: 5304.150879
	Iteration 17Q: 3 clusters Score -5028088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5028141.500000 Penalty: 5304.150879
	Iteration 18Q: 3 clusters Score -5028142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5028176.000000 Penalty: 5304.150879
	Iteration 19Q: 3 clusters Score -5028176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5028218.500000 Penalty: 5304.150879
	Iteration 20F: 3 clusters Score -5028218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5028244.500000 Penalty: 5304.150879
	Iteration 21Q: 3 clusters Score -5028244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5028262.500000 Penalty: 5304.150879
	Iteration 22Q: 3 clusters Score -5028262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5028272.000000 Penalty: 5304.150879
	Iteration 23Q: 3 clusters Score -5028272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5028289.000000 Penalty: 5304.150879
	Iteration 24Q: 3 clusters Score -5028289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5028290.000000 Penalty: 5304.150879
	Iteration 25Q: 3 clusters Score -5028290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5028298.500000 Penalty: 5304.150879
	Iteration 26Q: 3 clusters Score -5028298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5028304.500000 Penalty: 5304.150879
	Iteration 27Q: 3 clusters Score -5028304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5028301.500000 Penalty: 5304.150879
	Iteration 28Q: 3 clusters Score -5028302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5028310.000000 Penalty: 5304.150879
	Iteration 29Q: 3 clusters Score -5028310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5028307.000000 Penalty: 5304.150879
	Iteration 30Q: 3 clusters Score -5028307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5028308.500000 Penalty: 5304.150879
	Iteration 31Q: 3 clusters Score -5028308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5028308.500000 Penalty: 5304.150879
	Iteration 32F: 3 clusters Score -5028308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -379180.843750 Penalty: 2012.278198
	Iteration 0F: 2 clusters Score -379180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -375683.968750 Penalty: 4024.556396
	Iteration 0F: 3 clusters Score -375684 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -376485.562500 Penalty: 4024.556396
	Iteration 1F: 3 clusters Score -376485.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -376810.156250 Penalty: 4024.556396
	Iteration 2F: 3 clusters Score -376810.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -377270.531250 Penalty: 4024.556396
	Iteration 3F: 3 clusters Score -377270.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377926.281250 Penalty: 4024.556396
	Iteration 4F: 3 clusters Score -377926.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -378659.093750 Penalty: 4024.556396
	Iteration 5F: 3 clusters Score -378659.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -379146.093750 Penalty: 4024.556396
	Iteration 6F: 3 clusters Score -379146.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -379389.937500 Penalty: 4024.556396
	Iteration 7F: 3 clusters Score -379389.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -379535.906250 Penalty: 4024.556396
	Iteration 8Q: 3 clusters Score -379535.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -379596.125000 Penalty: 4024.556396
	Iteration 9Q: 3 clusters Score -379596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -379621.375000 Penalty: 4024.556396
	Iteration 10Q: 3 clusters Score -379621.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -379637.500000 Penalty: 4024.556396
	Iteration 11Q: 3 clusters Score -379637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -379647.562500 Penalty: 4024.556396
	Iteration 12Q: 3 clusters Score -379647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -379653.687500 Penalty: 4024.556396
	Iteration 13Q: 3 clusters Score -379653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -379653.968750 Penalty: 4024.556396
	Iteration 14Q: 3 clusters Score -379654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -379654.625000 Penalty: 4024.556396
	Iteration 15Q: 3 clusters Score -379654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -379654.625000 Penalty: 4024.556396
	Iteration 16F: 3 clusters Score -379654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 75816 members 
Mstep: Class 3 contains 681 members 
Mstep: Class 4 contains 189684 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 18 contains 58518 members 
Mstep: Class 19 contains 53312 members 
Mstep: Class 20 contains 185841 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 23 contains 246240 members 
Entering Unmasked Estep 
Score: -118050984.000000 Penalty: 58326.246094
Splitting cluster 7 changes total score from -118051968.000000 to -118050984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Entering Unmasked Estep 
Score: -1248199.125000 Penalty: 2302.537842
	Iteration 0F: 2 clusters Score -1248199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1240066.500000 Penalty: 4605.075684
	Iteration 0F: 3 clusters Score -1240066 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1242561.250000 Penalty: 4605.075684
	Iteration 1F: 3 clusters Score -1242561 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1243054.625000 Penalty: 4605.075684
	Iteration 2F: 3 clusters Score -1243055 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1243519.375000 Penalty: 4605.075684
	Iteration 3F: 3 clusters Score -1243519 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1244015.500000 Penalty: 4605.075684
	Iteration 4F: 3 clusters Score -1244016 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1244557.500000 Penalty: 4605.075684
	Iteration 5F: 3 clusters Score -1244558 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1245141.125000 Penalty: 4605.075684
	Iteration 6F: 3 clusters Score -1245141 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1245664.250000 Penalty: 4605.075684
	Iteration 7F: 3 clusters Score -1245664 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1246152.750000 Penalty: 4605.075684
	Iteration 8Q: 3 clusters Score -1246153 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1246560.625000 Penalty: 4605.075684
	Iteration 9Q: 3 clusters Score -1246561 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1246782.875000 Penalty: 4605.075684
	Iteration 10Q: 3 clusters Score -1246783 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1246879.125000 Penalty: 4605.075684
	Iteration 11Q: 3 clusters Score -1246879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1246930.375000 Penalty: 4605.075684
	Iteration 12Q: 3 clusters Score -1246930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1246951.375000 Penalty: 4605.075684
	Iteration 13Q: 3 clusters Score -1246951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1246959.500000 Penalty: 4605.075684
	Iteration 14Q: 3 clusters Score -1246960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1246967.250000 Penalty: 4605.075684
	Iteration 15Q: 3 clusters Score -1246967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1246971.750000 Penalty: 4605.075684
	Iteration 16Q: 3 clusters Score -1246972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1246973.125000 Penalty: 4605.075684
	Iteration 17Q: 3 clusters Score -1246973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1246974.875000 Penalty: 4605.075684
	Iteration 18Q: 3 clusters Score -1246975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1246975.500000 Penalty: 4605.075684
	Iteration 19Q: 3 clusters Score -1246976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1246975.375000 Penalty: 4605.075684
	Iteration 20F: 3 clusters Score -1246975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1246976.875000 Penalty: 4605.075684
	Iteration 21Q: 3 clusters Score -1246977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1246981.500000 Penalty: 4605.075684
	Iteration 22Q: 3 clusters Score -1246982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1246983.875000 Penalty: 4605.075684
	Iteration 23Q: 3 clusters Score -1246984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1246983.500000 Penalty: 4605.075684
	Iteration 24Q: 3 clusters Score -1246984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1246986.125000 Penalty: 4605.075684
	Iteration 25Q: 3 clusters Score -1246986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1246984.500000 Penalty: 4605.075684
	Iteration 26Q: 3 clusters Score -1246984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1246983.750000 Penalty: 4605.075684
	Iteration 27Q: 3 clusters Score -1246984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1246983.750000 Penalty: 4605.075684
	Iteration 28F: 3 clusters Score -1246984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -240038.906250 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -240038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237312.109375 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -237312.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -237752.250000 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -237752.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -237862.078125 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -237862.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -237930.609375 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -237930.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -237978.953125 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -237979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238016.984375 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -238017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238044.125000 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -238044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238058.890625 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -238058.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -238069.875000 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -238069.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -238081.078125 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -238081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -238087.078125 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -238087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -238094.906250 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -238094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -238103.718750 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -238103.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -238111.062500 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -238111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -238118.296875 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -238118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -238126.500000 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -238126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -238131.953125 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -238132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -238135.578125 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -238135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238138.671875 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -238138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -238142.125000 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -238142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238144.687500 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -238144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238146.265625 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -238146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -238146.687500 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -238146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238146.671875 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -238146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -238147.921875 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -238147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238149.390625 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -238149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238150.421875 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -238150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238150.421875 Penalty: 3810.511230
	Iteration 27F: 3 clusters Score -238150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Entering Unmasked Estep 
Score: -1529848.625000 Penalty: 2345.521484
	Iteration 0F: 2 clusters Score -1529849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1520381.875000 Penalty: 4691.042969
	Iteration 0F: 3 clusters Score -1520382 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1523309.625000 Penalty: 4691.042969
	Iteration 1F: 3 clusters Score -1523310 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1523715.125000 Penalty: 4691.042969
	Iteration 2F: 3 clusters Score -1523715 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1524053.250000 Penalty: 4691.042969
	Iteration 3F: 3 clusters Score -1524053 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1524359.375000 Penalty: 4691.042969
	Iteration 4Q: 3 clusters Score -1524359 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1524675.125000 Penalty: 4691.042969
	Iteration 5Q: 3 clusters Score -1524675 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1525074.750000 Penalty: 4691.042969
	Iteration 6F: 3 clusters Score -1525075 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1525571.625000 Penalty: 4691.042969
	Iteration 7F: 3 clusters Score -1525572 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1526144.875000 Penalty: 4691.042969
	Iteration 8F: 3 clusters Score -1526145 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1526706.500000 Penalty: 4691.042969
	Iteration 9F: 3 clusters Score -1526706 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1527137.500000 Penalty: 4691.042969
	Iteration 10Q: 3 clusters Score -1527138 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1527359.875000 Penalty: 4691.042969
	Iteration 11Q: 3 clusters Score -1527360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1527462.000000 Penalty: 4691.042969
	Iteration 12Q: 3 clusters Score -1527462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1527509.500000 Penalty: 4691.042969
	Iteration 13Q: 3 clusters Score -1527510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1527539.625000 Penalty: 4691.042969
	Iteration 14Q: 3 clusters Score -1527540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1527562.250000 Penalty: 4691.042969
	Iteration 15Q: 3 clusters Score -1527562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1527591.500000 Penalty: 4691.042969
	Iteration 16Q: 3 clusters Score -1527592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1527611.000000 Penalty: 4691.042969
	Iteration 17Q: 3 clusters Score -1527611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1527621.750000 Penalty: 4691.042969
	Iteration 18Q: 3 clusters Score -1527622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1527624.625000 Penalty: 4691.042969
	Iteration 19Q: 3 clusters Score -1527625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1527633.375000 Penalty: 4691.042969
	Iteration 20F: 3 clusters Score -1527633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1527640.625000 Penalty: 4691.042969
	Iteration 21Q: 3 clusters Score -1527641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1527644.250000 Penalty: 4691.042969
	Iteration 22Q: 3 clusters Score -1527644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1527649.625000 Penalty: 4691.042969
	Iteration 23Q: 3 clusters Score -1527650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1527648.625000 Penalty: 4691.042969
	Iteration 24Q: 3 clusters Score -1527649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1527649.750000 Penalty: 4691.042969
	Iteration 25Q: 3 clusters Score -1527650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1527653.375000 Penalty: 4691.042969
	Iteration 26Q: 3 clusters Score -1527653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1527653.250000 Penalty: 4691.042969
	Iteration 27Q: 3 clusters Score -1527653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1527653.750000 Penalty: 4691.042969
	Iteration 28Q: 3 clusters Score -1527654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1527653.750000 Penalty: 4691.042969
	Iteration 29Q: 3 clusters Score -1527654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1527654.375000 Penalty: 4691.042969
	Iteration 30Q: 3 clusters Score -1527654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1527653.375000 Penalty: 4691.042969
	Iteration 31Q: 3 clusters Score -1527653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1527655.625000 Penalty: 4691.042969
	Iteration 32Q: 3 clusters Score -1527656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1527652.500000 Penalty: 4691.042969
	Iteration 33Q: 3 clusters Score -1527652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1527653.875000 Penalty: 4691.042969
	Iteration 34Q: 3 clusters Score -1527654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1527653.375000 Penalty: 4691.042969
	Iteration 35Q: 3 clusters Score -1527653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1527654.000000 Penalty: 4691.042969
	Iteration 36Q: 3 clusters Score -1527654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1527655.625000 Penalty: 4691.042969
	Iteration 37Q: 3 clusters Score -1527656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1527658.875000 Penalty: 4691.042969
	Iteration 38Q: 3 clusters Score -1527659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1527659.375000 Penalty: 4691.042969
	Iteration 39Q: 3 clusters Score -1527659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1527659.625000 Penalty: 4691.042969
	Iteration 40F: 3 clusters Score -1527660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1527659.500000 Penalty: 4691.042969
	Iteration 41Q: 3 clusters Score -1527660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1527658.750000 Penalty: 4691.042969
	Iteration 42Q: 3 clusters Score -1527659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1527658.375000 Penalty: 4691.042969
	Iteration 43Q: 3 clusters Score -1527658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1527660.500000 Penalty: 4691.042969
	Iteration 44Q: 3 clusters Score -1527660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1527662.500000 Penalty: 4691.042969
	Iteration 45Q: 3 clusters Score -1527662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1527662.500000 Penalty: 4691.042969
	Iteration 46F: 3 clusters Score -1527662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Entering Unmasked Estep 
Score: -11199888.000000 Penalty: 2840.719238
	Iteration 0F: 2 clusters Score -1.119989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -11136841.000000 Penalty: 5681.438477
	Iteration 0F: 3 clusters Score -1.113684e+07 nChanged 44406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -11162529.000000 Penalty: 5681.438477
	Iteration 1F: 3 clusters Score -1.116253e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -11163610.000000 Penalty: 5681.438477
	Iteration 2Q: 3 clusters Score -1.116361e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -11165360.000000 Penalty: 5681.438477
	Iteration 3Q: 3 clusters Score -1.116536e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -11168360.000000 Penalty: 5681.438477
	Iteration 4F: 3 clusters Score -1.116836e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -11173521.000000 Penalty: 5681.438477
	Iteration 5F: 3 clusters Score -1.117352e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -11181281.000000 Penalty: 5681.438477
	Iteration 6F: 3 clusters Score -1.118128e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -11189299.000000 Penalty: 5681.438477
	Iteration 7F: 3 clusters Score -1.11893e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -11194388.000000 Penalty: 5681.438477
	Iteration 8F: 3 clusters Score -1.119439e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11196457.000000 Penalty: 5681.438477
	Iteration 9Q: 3 clusters Score -1.119646e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11197113.000000 Penalty: 5681.438477
	Iteration 10Q: 3 clusters Score -1.119711e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11197386.000000 Penalty: 5681.438477
	Iteration 11Q: 3 clusters Score -1.119739e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11197520.000000 Penalty: 5681.438477
	Iteration 12Q: 3 clusters Score -1.119752e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11197576.000000 Penalty: 5681.438477
	Iteration 13Q: 3 clusters Score -1.119758e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11197636.000000 Penalty: 5681.438477
	Iteration 14Q: 3 clusters Score -1.119764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11197665.000000 Penalty: 5681.438477
	Iteration 15Q: 3 clusters Score -1.119766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11197693.000000 Penalty: 5681.438477
	Iteration 16Q: 3 clusters Score -1.119769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11197720.000000 Penalty: 5681.438477
	Iteration 17Q: 3 clusters Score -1.119772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11197733.000000 Penalty: 5681.438477
	Iteration 18Q: 3 clusters Score -1.119773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11197737.000000 Penalty: 5681.438477
	Iteration 19Q: 3 clusters Score -1.119774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11197749.000000 Penalty: 5681.438477
	Iteration 20F: 3 clusters Score -1.119775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11197741.000000 Penalty: 5681.438477
	Iteration 21Q: 3 clusters Score -1.119774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -11197747.000000 Penalty: 5681.438477
	Iteration 22Q: 3 clusters Score -1.119775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11197751.000000 Penalty: 5681.438477
	Iteration 23Q: 3 clusters Score -1.119775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11197763.000000 Penalty: 5681.438477
	Iteration 24Q: 3 clusters Score -1.119776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11197758.000000 Penalty: 5681.438477
	Iteration 25Q: 3 clusters Score -1.119776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11197765.000000 Penalty: 5681.438477
	Iteration 26Q: 3 clusters Score -1.119776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11197765.000000 Penalty: 5681.438477
	Iteration 27F: 3 clusters Score -1.119776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Entering Unmasked Estep 
Score: -6921689.500000 Penalty: 2722.318359
	Iteration 0F: 2 clusters Score -6921690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6882125.000000 Penalty: 5444.636719
	Iteration 0F: 3 clusters Score -6882125 nChanged 27332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -6897543.000000 Penalty: 5444.636719
	Iteration 1F: 3 clusters Score -6897543 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6898267.000000 Penalty: 5444.636719
	Iteration 2Q: 3 clusters Score -6898267 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6899187.500000 Penalty: 5444.636719
	Iteration 3Q: 3 clusters Score -6899188 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6900434.000000 Penalty: 5444.636719
	Iteration 4Q: 3 clusters Score -6900434 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6902110.500000 Penalty: 5444.636719
	Iteration 5F: 3 clusters Score -6902110 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -6904164.500000 Penalty: 5444.636719
	Iteration 6F: 3 clusters Score -6904164 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -6906539.000000 Penalty: 5444.636719
	Iteration 7F: 3 clusters Score -6906539 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -6908725.000000 Penalty: 5444.636719
	Iteration 8F: 3 clusters Score -6908725 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6910755.000000 Penalty: 5444.636719
	Iteration 9F: 3 clusters Score -6910755 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -6912467.500000 Penalty: 5444.636719
	Iteration 10Q: 3 clusters Score -6912468 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -6913997.500000 Penalty: 5444.636719
	Iteration 11Q: 3 clusters Score -6913998 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -6915302.000000 Penalty: 5444.636719
	Iteration 12Q: 3 clusters Score -6915302 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -6916387.500000 Penalty: 5444.636719
	Iteration 13Q: 3 clusters Score -6916388 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6917316.000000 Penalty: 5444.636719
	Iteration 14Q: 3 clusters Score -6917316 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6918028.000000 Penalty: 5444.636719
	Iteration 15Q: 3 clusters Score -6918028 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6918453.000000 Penalty: 5444.636719
	Iteration 16Q: 3 clusters Score -6918453 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6918731.500000 Penalty: 5444.636719
	Iteration 17Q: 3 clusters Score -6918732 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6918938.000000 Penalty: 5444.636719
	Iteration 18Q: 3 clusters Score -6918938 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6919081.000000 Penalty: 5444.636719
	Iteration 19Q: 3 clusters Score -6919081 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6919165.500000 Penalty: 5444.636719
	Iteration 20F: 3 clusters Score -6919166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6919259.500000 Penalty: 5444.636719
	Iteration 21Q: 3 clusters Score -6919260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6919281.500000 Penalty: 5444.636719
	Iteration 22Q: 3 clusters Score -6919282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6919326.000000 Penalty: 5444.636719
	Iteration 23Q: 3 clusters Score -6919326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6919372.500000 Penalty: 5444.636719
	Iteration 24Q: 3 clusters Score -6919372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6919395.500000 Penalty: 5444.636719
	Iteration 25Q: 3 clusters Score -6919396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6919385.000000 Penalty: 5444.636719
	Iteration 26Q: 3 clusters Score -6919385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6919410.000000 Penalty: 5444.636719
	Iteration 27Q: 3 clusters Score -6919410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6919420.000000 Penalty: 5444.636719
	Iteration 28Q: 3 clusters Score -6919420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6919421.500000 Penalty: 5444.636719
	Iteration 29Q: 3 clusters Score -6919422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6919439.500000 Penalty: 5444.636719
	Iteration 30Q: 3 clusters Score -6919440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6919436.500000 Penalty: 5444.636719
	Iteration 31Q: 3 clusters Score -6919436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6919438.000000 Penalty: 5444.636719
	Iteration 32Q: 3 clusters Score -6919438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6919440.000000 Penalty: 5444.636719
	Iteration 33Q: 3 clusters Score -6919440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6919439.000000 Penalty: 5444.636719
	Iteration 34Q: 3 clusters Score -6919439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6919447.000000 Penalty: 5444.636719
	Iteration 35Q: 3 clusters Score -6919447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6919450.000000 Penalty: 5444.636719
	Iteration 36Q: 3 clusters Score -6919450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6919456.500000 Penalty: 5444.636719
	Iteration 37Q: 3 clusters Score -6919456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6919457.000000 Penalty: 5444.636719
	Iteration 38Q: 3 clusters Score -6919457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6919462.500000 Penalty: 5444.636719
	Iteration 39Q: 3 clusters Score -6919462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6919470.000000 Penalty: 5444.636719
	Iteration 40F: 3 clusters Score -6919470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6919473.500000 Penalty: 5444.636719
	Iteration 41Q: 3 clusters Score -6919474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6919472.500000 Penalty: 5444.636719
	Iteration 42Q: 3 clusters Score -6919472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6919469.000000 Penalty: 5444.636719
	Iteration 43Q: 3 clusters Score -6919469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6919470.500000 Penalty: 5444.636719
	Iteration 44Q: 3 clusters Score -6919470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6919477.000000 Penalty: 5444.636719
	Iteration 45Q: 3 clusters Score -6919477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6919468.500000 Penalty: 5444.636719
	Iteration 46Q: 3 clusters Score -6919468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6919475.500000 Penalty: 5444.636719
	Iteration 47Q: 3 clusters Score -6919476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6919475.500000 Penalty: 5444.636719
	Iteration 48Q: 3 clusters Score -6919476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6919476.000000 Penalty: 5444.636719
	Iteration 49Q: 3 clusters Score -6919476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6919483.000000 Penalty: 5444.636719
	Iteration 50Q: 3 clusters Score -6919483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6919490.000000 Penalty: 5444.636719
	Iteration 51Q: 3 clusters Score -6919490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6919490.000000 Penalty: 5444.636719
	Iteration 52Q: 3 clusters Score -6919490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6919494.000000 Penalty: 5444.636719
	Iteration 53Q: 3 clusters Score -6919494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6919500.000000 Penalty: 5444.636719
	Iteration 54Q: 3 clusters Score -6919500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6919505.500000 Penalty: 5444.636719
	Iteration 55Q: 3 clusters Score -6919506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6919502.000000 Penalty: 5444.636719
	Iteration 56Q: 3 clusters Score -6919502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6919504.500000 Penalty: 5444.636719
	Iteration 57Q: 3 clusters Score -6919504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6919516.500000 Penalty: 5444.636719
	Iteration 58Q: 3 clusters Score -6919516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6919505.000000 Penalty: 5444.636719
	Iteration 59Q: 3 clusters Score -6919505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6919513.000000 Penalty: 5444.636719
	Iteration 60F: 3 clusters Score -6919513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Entering Unmasked Estep 
Score: -6340047.000000 Penalty: 2699.211426
	Iteration 0F: 2 clusters Score -6340047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6304349.000000 Penalty: 5398.422852
	Iteration 0F: 3 clusters Score -6304349 nChanged 24646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6318019.500000 Penalty: 5398.422852
	Iteration 1F: 3 clusters Score -6318020 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6318683.500000 Penalty: 5398.422852
	Iteration 2Q: 3 clusters Score -6318684 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6319494.500000 Penalty: 5398.422852
	Iteration 3Q: 3 clusters Score -6319494 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -6320521.000000 Penalty: 5398.422852
	Iteration 4Q: 3 clusters Score -6320521 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6322140.000000 Penalty: 5398.422852
	Iteration 5F: 3 clusters Score -6322140 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -6324569.500000 Penalty: 5398.422852
	Iteration 6F: 3 clusters Score -6324570 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -6328162.000000 Penalty: 5398.422852
	Iteration 7F: 3 clusters Score -6328162 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -6332165.500000 Penalty: 5398.422852
	Iteration 8F: 3 clusters Score -6332166 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -6335523.500000 Penalty: 5398.422852
	Iteration 9F: 3 clusters Score -6335524 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6337303.500000 Penalty: 5398.422852
	Iteration 10Q: 3 clusters Score -6337304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -6338053.000000 Penalty: 5398.422852
	Iteration 11Q: 3 clusters Score -6338053 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -6338411.000000 Penalty: 5398.422852
	Iteration 12Q: 3 clusters Score -6338411 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -6338661.000000 Penalty: 5398.422852
	Iteration 13Q: 3 clusters Score -6338661 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6338822.500000 Penalty: 5398.422852
	Iteration 14Q: 3 clusters Score -6338822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6338989.500000 Penalty: 5398.422852
	Iteration 15Q: 3 clusters Score -6338990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6339138.000000 Penalty: 5398.422852
	Iteration 16Q: 3 clusters Score -6339138 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6339216.000000 Penalty: 5398.422852
	Iteration 17Q: 3 clusters Score -6339216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6339254.000000 Penalty: 5398.422852
	Iteration 18Q: 3 clusters Score -6339254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6339271.000000 Penalty: 5398.422852
	Iteration 19Q: 3 clusters Score -6339271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6339282.500000 Penalty: 5398.422852
	Iteration 20F: 3 clusters Score -6339282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -6339301.500000 Penalty: 5398.422852
	Iteration 21Q: 3 clusters Score -6339302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6339316.000000 Penalty: 5398.422852
	Iteration 22Q: 3 clusters Score -6339316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6339322.000000 Penalty: 5398.422852
	Iteration 23Q: 3 clusters Score -6339322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6339325.500000 Penalty: 5398.422852
	Iteration 24Q: 3 clusters Score -6339326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6339331.500000 Penalty: 5398.422852
	Iteration 25Q: 3 clusters Score -6339332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6339335.000000 Penalty: 5398.422852
	Iteration 26Q: 3 clusters Score -6339335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6339334.000000 Penalty: 5398.422852
	Iteration 27Q: 3 clusters Score -6339334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6339327.500000 Penalty: 5398.422852
	Iteration 28Q: 3 clusters Score -6339328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6339336.000000 Penalty: 5398.422852
	Iteration 29Q: 3 clusters Score -6339336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6339336.500000 Penalty: 5398.422852
	Iteration 30Q: 3 clusters Score -6339336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6339336.000000 Penalty: 5398.422852
	Iteration 31Q: 3 clusters Score -6339336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6339341.000000 Penalty: 5398.422852
	Iteration 32Q: 3 clusters Score -6339341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6339346.500000 Penalty: 5398.422852
	Iteration 33Q: 3 clusters Score -6339346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6339339.000000 Penalty: 5398.422852
	Iteration 34Q: 3 clusters Score -6339339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6339347.000000 Penalty: 5398.422852
	Iteration 35Q: 3 clusters Score -6339347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6339355.000000 Penalty: 5398.422852
	Iteration 36Q: 3 clusters Score -6339355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6339362.000000 Penalty: 5398.422852
	Iteration 37Q: 3 clusters Score -6339362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6339356.000000 Penalty: 5398.422852
	Iteration 38Q: 3 clusters Score -6339356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6339352.500000 Penalty: 5398.422852
	Iteration 39Q: 3 clusters Score -6339352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6339352.500000 Penalty: 5398.422852
	Iteration 40F: 3 clusters Score -6339352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185841 members 
Entering Unmasked Estep 
Score: -21947284.000000 Penalty: 3008.896240
	Iteration 0F: 2 clusters Score -2.194728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -21831166.000000 Penalty: 6017.792480
	Iteration 0F: 3 clusters Score -2.183117e+07 nChanged 88955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 96192 members 
Entering Unmasked Estep 
Score: -21883084.000000 Penalty: 6017.792480
	Iteration 1F: 3 clusters Score -2.188308e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -21884096.000000 Penalty: 6017.792480
	Iteration 2Q: 3 clusters Score -2.18841e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -21885636.000000 Penalty: 6017.792480
	Iteration 3Q: 3 clusters Score -2.188564e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -21887976.000000 Penalty: 6017.792480
	Iteration 4Q: 3 clusters Score -2.188798e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 116704 members 
Entering Unmasked Estep 
Score: -21892078.000000 Penalty: 6017.792480
	Iteration 5Q: 3 clusters Score -2.189208e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 128851 members 
Entering Unmasked Estep 
Score: -21899586.000000 Penalty: 6017.792480
	Iteration 6F: 3 clusters Score -2.189959e+07 nChanged 15630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -21911982.000000 Penalty: 6017.792480
	Iteration 7F: 3 clusters Score -2.191198e+07 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 161292 members 
Entering Unmasked Estep 
Score: -21926932.000000 Penalty: 6017.792480
	Iteration 8F: 3 clusters Score -2.192693e+07 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -21937410.000000 Penalty: 6017.792480
	Iteration 9F: 3 clusters Score -2.193741e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -21942506.000000 Penalty: 6017.792480
	Iteration 10Q: 3 clusters Score -2.194251e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 184918 members 
Entering Unmasked Estep 
Score: -21944028.000000 Penalty: 6017.792480
	Iteration 11Q: 3 clusters Score -2.194403e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 185465 members 
Entering Unmasked Estep 
Score: -21944434.000000 Penalty: 6017.792480
	Iteration 12Q: 3 clusters Score -2.194443e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185598 members 
Entering Unmasked Estep 
Score: -21944548.000000 Penalty: 6017.792480
	Iteration 13Q: 3 clusters Score -2.194455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185627 members 
Entering Unmasked Estep 
Score: -21944606.000000 Penalty: 6017.792480
	Iteration 14Q: 3 clusters Score -2.194461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185638 members 
Entering Unmasked Estep 
Score: -21944620.000000 Penalty: 6017.792480
	Iteration 15Q: 3 clusters Score -2.194462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -21944614.000000 Penalty: 6017.792480
	Iteration 16Q: 3 clusters Score -2.194461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -21944610.000000 Penalty: 6017.792480
	Iteration 17Q: 3 clusters Score -2.194461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -21944616.000000 Penalty: 6017.792480
	Iteration 18Q: 3 clusters Score -2.194462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185641 members 
Entering Unmasked Estep 
Score: -21944616.000000 Penalty: 6017.792480
	Iteration 19F: 3 clusters Score -2.194462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -104407.304688 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -104407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102485.976562 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -102486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102756.992188 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -102757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102866.906250 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -102866.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102918.000000 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -102918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102949.578125 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -102949.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102974.804688 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -102974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102998.679688 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -102998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103023.609375 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -103023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103032.523438 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -103032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103039.039062 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -103039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103047.843750 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -103047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103053.531250 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -103053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103055.453125 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -103055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103056.789062 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -103056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103056.789062 Penalty: 3422.762451
	Iteration 14F: 3 clusters Score -103056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (246240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246240 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 3078.687256
	Iteration 0F: 2 clusters Score -2.889848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -28745926.000000 Penalty: 6157.374512
	Iteration 0F: 3 clusters Score -2.874593e+07 nChanged 118769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -28815200.000000 Penalty: 6157.374512
	Iteration 1F: 3 clusters Score -2.88152e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -28816602.000000 Penalty: 6157.374512
	Iteration 2Q: 3 clusters Score -2.88166e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116667 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -28818904.000000 Penalty: 6157.374512
	Iteration 3Q: 3 clusters Score -2.88189e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -28821926.000000 Penalty: 6157.374512
	Iteration 4Q: 3 clusters Score -2.882193e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -28826836.000000 Penalty: 6157.374512
	Iteration 5Q: 3 clusters Score -2.882684e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 145462 members 
Entering Unmasked Estep 
Score: -28834710.000000 Penalty: 6157.374512
	Iteration 6F: 3 clusters Score -2.883471e+07 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 153998 members 
Entering Unmasked Estep 
Score: -28846534.000000 Penalty: 6157.374512
	Iteration 7F: 3 clusters Score -2.884653e+07 nChanged 16690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -28860220.000000 Penalty: 6157.374512
	Iteration 8F: 3 clusters Score -2.886022e+07 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -28870178.000000 Penalty: 6157.374512
	Iteration 9F: 3 clusters Score -2.887018e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 172425 members 
Entering Unmasked Estep 
Score: -28874744.000000 Penalty: 6157.374512
	Iteration 10Q: 3 clusters Score -2.887474e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 176336 members 
Entering Unmasked Estep 
Score: -28876526.000000 Penalty: 6157.374512
	Iteration 11Q: 3 clusters Score -2.887653e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 180204 members 
Entering Unmasked Estep 
Score: -28877870.000000 Penalty: 6157.374512
	Iteration 12Q: 3 clusters Score -2.887787e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 184082 members 
Entering Unmasked Estep 
Score: -28879390.000000 Penalty: 6157.374512
	Iteration 13Q: 3 clusters Score -2.887939e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 188130 members 
Entering Unmasked Estep 
Score: -28880972.000000 Penalty: 6157.374512
	Iteration 14Q: 3 clusters Score -2.888097e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 192105 members 
Entering Unmasked Estep 
Score: -28882236.000000 Penalty: 6157.374512
	Iteration 15Q: 3 clusters Score -2.888224e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 195866 members 
Entering Unmasked Estep 
Score: -28883224.000000 Penalty: 6157.374512
	Iteration 16Q: 3 clusters Score -2.888322e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 199403 members 
Entering Unmasked Estep 
Score: -28884360.000000 Penalty: 6157.374512
	Iteration 17Q: 3 clusters Score -2.888436e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 202673 members 
Entering Unmasked Estep 
Score: -28885422.000000 Penalty: 6157.374512
	Iteration 18Q: 3 clusters Score -2.888542e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 205890 members 
Entering Unmasked Estep 
Score: -28886578.000000 Penalty: 6157.374512
	Iteration 19Q: 3 clusters Score -2.888658e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 208930 members 
Entering Unmasked Estep 
Score: -28887260.000000 Penalty: 6157.374512
	Iteration 20F: 3 clusters Score -2.888726e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 211669 members 
Entering Unmasked Estep 
Score: -28887722.000000 Penalty: 6157.374512
	Iteration 21Q: 3 clusters Score -2.888772e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 214298 members 
Entering Unmasked Estep 
Score: -28888338.000000 Penalty: 6157.374512
	Iteration 22Q: 3 clusters Score -2.888834e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 216797 members 
Entering Unmasked Estep 
Score: -28888798.000000 Penalty: 6157.374512
	Iteration 23Q: 3 clusters Score -2.88888e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 219111 members 
Entering Unmasked Estep 
Score: -28889164.000000 Penalty: 6157.374512
	Iteration 24Q: 3 clusters Score -2.888916e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 221247 members 
Entering Unmasked Estep 
Score: -28889516.000000 Penalty: 6157.374512
	Iteration 25Q: 3 clusters Score -2.888952e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 223284 members 
Entering Unmasked Estep 
Score: -28889954.000000 Penalty: 6157.374512
	Iteration 26Q: 3 clusters Score -2.888995e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 225143 members 
Entering Unmasked Estep 
Score: -28890400.000000 Penalty: 6157.374512
	Iteration 27Q: 3 clusters Score -2.88904e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 226949 members 
Entering Unmasked Estep 
Score: -28890610.000000 Penalty: 6157.374512
	Iteration 28Q: 3 clusters Score -2.889061e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 228635 members 
Entering Unmasked Estep 
Score: -28890942.000000 Penalty: 6157.374512
	Iteration 29Q: 3 clusters Score -2.889094e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 230219 members 
Entering Unmasked Estep 
Score: -28891332.000000 Penalty: 6157.374512
	Iteration 30Q: 3 clusters Score -2.889133e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 231800 members 
Entering Unmasked Estep 
Score: -28891724.000000 Penalty: 6157.374512
	Iteration 31Q: 3 clusters Score -2.889172e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 233274 members 
Entering Unmasked Estep 
Score: -28892206.000000 Penalty: 6157.374512
	Iteration 32Q: 3 clusters Score -2.889221e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 234650 members 
Entering Unmasked Estep 
Score: -28892580.000000 Penalty: 6157.374512
	Iteration 33Q: 3 clusters Score -2.889258e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 235855 members 
Entering Unmasked Estep 
Score: -28892920.000000 Penalty: 6157.374512
	Iteration 34Q: 3 clusters Score -2.889292e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 236979 members 
Entering Unmasked Estep 
Score: -28893340.000000 Penalty: 6157.374512
	Iteration 35Q: 3 clusters Score -2.889334e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 238019 members 
Entering Unmasked Estep 
Score: -28893664.000000 Penalty: 6157.374512
	Iteration 36Q: 3 clusters Score -2.889366e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 239002 members 
Entering Unmasked Estep 
Score: -28894002.000000 Penalty: 6157.374512
	Iteration 37Q: 3 clusters Score -2.8894e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 239856 members 
Entering Unmasked Estep 
Score: -28894228.000000 Penalty: 6157.374512
	Iteration 38Q: 3 clusters Score -2.889423e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 240548 members 
Entering Unmasked Estep 
Score: -28894416.000000 Penalty: 6157.374512
	Iteration 39Q: 3 clusters Score -2.889442e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 241181 members 
Entering Unmasked Estep 
Score: -28894604.000000 Penalty: 6157.374512
	Iteration 40F: 3 clusters Score -2.88946e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 241711 members 
Entering Unmasked Estep 
Score: -28894772.000000 Penalty: 6157.374512
	Iteration 41Q: 3 clusters Score -2.889477e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 242152 members 
Entering Unmasked Estep 
Score: -28895006.000000 Penalty: 6157.374512
	Iteration 42Q: 3 clusters Score -2.889501e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 242549 members 
Entering Unmasked Estep 
Score: -28895150.000000 Penalty: 6157.374512
	Iteration 43Q: 3 clusters Score -2.889515e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 242864 members 
Entering Unmasked Estep 
Score: -28895210.000000 Penalty: 6157.374512
	Iteration 44Q: 3 clusters Score -2.889521e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 243125 members 
Entering Unmasked Estep 
Score: -28895308.000000 Penalty: 6157.374512
	Iteration 45Q: 3 clusters Score -2.889531e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 243351 members 
Entering Unmasked Estep 
Score: -28895368.000000 Penalty: 6157.374512
	Iteration 46Q: 3 clusters Score -2.889537e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 243562 members 
Entering Unmasked Estep 
Score: -28895344.000000 Penalty: 6157.374512
	Iteration 47Q: 3 clusters Score -2.889534e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 243747 members 
Entering Unmasked Estep 
Score: -28895394.000000 Penalty: 6157.374512
	Iteration 48Q: 3 clusters Score -2.889539e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 243908 members 
Entering Unmasked Estep 
Score: -28895450.000000 Penalty: 6157.374512
	Iteration 49Q: 3 clusters Score -2.889545e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 244058 members 
Entering Unmasked Estep 
Score: -28895490.000000 Penalty: 6157.374512
	Iteration 50Q: 3 clusters Score -2.889549e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 244207 members 
Entering Unmasked Estep 
Score: -28895498.000000 Penalty: 6157.374512
	Iteration 51Q: 3 clusters Score -2.88955e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 244345 members 
Entering Unmasked Estep 
Score: -28895546.000000 Penalty: 6157.374512
	Iteration 52Q: 3 clusters Score -2.889555e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 244460 members 
Entering Unmasked Estep 
Score: -28895626.000000 Penalty: 6157.374512
	Iteration 53Q: 3 clusters Score -2.889563e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 244569 members 
Entering Unmasked Estep 
Score: -28895652.000000 Penalty: 6157.374512
	Iteration 54Q: 3 clusters Score -2.889565e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 244660 members 
Entering Unmasked Estep 
Score: -28895650.000000 Penalty: 6157.374512
	Iteration 55Q: 3 clusters Score -2.889565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 244732 members 
Entering Unmasked Estep 
Score: -28895690.000000 Penalty: 6157.374512
	Iteration 56Q: 3 clusters Score -2.889569e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 244786 members 
Entering Unmasked Estep 
Score: -28895674.000000 Penalty: 6157.374512
	Iteration 57Q: 3 clusters Score -2.889567e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 244844 members 
Entering Unmasked Estep 
Score: -28895716.000000 Penalty: 6157.374512
	Iteration 58Q: 3 clusters Score -2.889572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 244896 members 
Entering Unmasked Estep 
Score: -28895734.000000 Penalty: 6157.374512
	Iteration 59Q: 3 clusters Score -2.889573e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 244940 members 
Entering Unmasked Estep 
Score: -28895738.000000 Penalty: 6157.374512
	Iteration 60F: 3 clusters Score -2.889574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 244968 members 
Entering Unmasked Estep 
Score: -28895764.000000 Penalty: 6157.374512
	Iteration 61Q: 3 clusters Score -2.889576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 244995 members 
Entering Unmasked Estep 
Score: -28895782.000000 Penalty: 6157.374512
	Iteration 62Q: 3 clusters Score -2.889578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 245016 members 
Entering Unmasked Estep 
Score: -28895782.000000 Penalty: 6157.374512
	Iteration 63Q: 3 clusters Score -2.889578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 245039 members 
Entering Unmasked Estep 
Score: -28895818.000000 Penalty: 6157.374512
	Iteration 64Q: 3 clusters Score -2.889582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 245056 members 
Entering Unmasked Estep 
Score: -28895828.000000 Penalty: 6157.374512
	Iteration 65Q: 3 clusters Score -2.889583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 245082 members 
Entering Unmasked Estep 
Score: -28895820.000000 Penalty: 6157.374512
	Iteration 66Q: 3 clusters Score -2.889582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 245103 members 
Entering Unmasked Estep 
Score: -28895870.000000 Penalty: 6157.374512
	Iteration 67Q: 3 clusters Score -2.889587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 245125 members 
Entering Unmasked Estep 
Score: -28895874.000000 Penalty: 6157.374512
	Iteration 68Q: 3 clusters Score -2.889587e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 245143 members 
Entering Unmasked Estep 
Score: -28895878.000000 Penalty: 6157.374512
	Iteration 69Q: 3 clusters Score -2.889588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 245167 members 
Entering Unmasked Estep 
Score: -28895862.000000 Penalty: 6157.374512
	Iteration 70Q: 3 clusters Score -2.889586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 245203 members 
Entering Unmasked Estep 
Score: -28895878.000000 Penalty: 6157.374512
	Iteration 71Q: 3 clusters Score -2.889588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 245217 members 
Entering Unmasked Estep 
Score: -28895902.000000 Penalty: 6157.374512
	Iteration 72Q: 3 clusters Score -2.88959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 245232 members 
Entering Unmasked Estep 
Score: -28895878.000000 Penalty: 6157.374512
	Iteration 73Q: 3 clusters Score -2.889588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 245241 members 
Entering Unmasked Estep 
Score: -28895900.000000 Penalty: 6157.374512
	Iteration 74Q: 3 clusters Score -2.88959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 245247 members 
Entering Unmasked Estep 
Score: -28895898.000000 Penalty: 6157.374512
	Iteration 75Q: 3 clusters Score -2.88959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 245258 members 
Entering Unmasked Estep 
Score: -28895896.000000 Penalty: 6157.374512
	Iteration 76Q: 3 clusters Score -2.88959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 245261 members 
Entering Unmasked Estep 
Score: -28895896.000000 Penalty: 6157.374512
	Iteration 77Q: 3 clusters Score -2.88959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 245267 members 
Entering Unmasked Estep 
Score: -28895894.000000 Penalty: 6157.374512
	Iteration 78Q: 3 clusters Score -2.889589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 245274 members 
Entering Unmasked Estep 
Score: -28895900.000000 Penalty: 6157.374512
	Iteration 79Q: 3 clusters Score -2.88959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 245284 members 
Entering Unmasked Estep 
Score: -28895872.000000 Penalty: 6157.374512
	Iteration 80F: 3 clusters Score -2.889587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 245294 members 
Entering Unmasked Estep 
Score: -28895880.000000 Penalty: 6157.374512
	Iteration 81Q: 3 clusters Score -2.889588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 245301 members 
Entering Unmasked Estep 
Score: -28895890.000000 Penalty: 6157.374512
	Iteration 82Q: 3 clusters Score -2.889589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 245302 members 
Entering Unmasked Estep 
Score: -28895888.000000 Penalty: 6157.374512
	Iteration 83Q: 3 clusters Score -2.889589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 245306 members 
Entering Unmasked Estep 
Score: -28895884.000000 Penalty: 6157.374512
	Iteration 84Q: 3 clusters Score -2.889588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 245311 members 
Entering Unmasked Estep 
Score: -28895860.000000 Penalty: 6157.374512
	Iteration 85Q: 3 clusters Score -2.889586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 245318 members 
Entering Unmasked Estep 
Score: -28895852.000000 Penalty: 6157.374512
	Iteration 86Q: 3 clusters Score -2.889585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 245323 members 
Entering Unmasked Estep 
Score: -28895876.000000 Penalty: 6157.374512
	Iteration 87Q: 3 clusters Score -2.889588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 245328 members 
Entering Unmasked Estep 
Score: -28895884.000000 Penalty: 6157.374512
	Iteration 88Q: 3 clusters Score -2.889588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 245333 members 
Entering Unmasked Estep 
Score: -28895884.000000 Penalty: 6157.374512
	Iteration 89Q: 3 clusters Score -2.889588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 245338 members 
Entering Unmasked Estep 
Score: -28895928.000000 Penalty: 6157.374512
	Iteration 90Q: 3 clusters Score -2.889593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 245344 members 
Entering Unmasked Estep 
Score: -28895890.000000 Penalty: 6157.374512
	Iteration 91Q: 3 clusters Score -2.889589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 245347 members 
Entering Unmasked Estep 
Score: -28895890.000000 Penalty: 6157.374512
	Iteration 92Q: 3 clusters Score -2.889589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 245351 members 
Entering Unmasked Estep 
Score: -28895892.000000 Penalty: 6157.374512
	Iteration 93Q: 3 clusters Score -2.889589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 245355 members 
Entering Unmasked Estep 
Score: -28895902.000000 Penalty: 6157.374512
	Iteration 94Q: 3 clusters Score -2.88959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 245359 members 
Entering Unmasked Estep 
Score: -28895916.000000 Penalty: 6157.374512
	Iteration 95Q: 3 clusters Score -2.889592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 245360 members 
Entering Unmasked Estep 
Score: -28895922.000000 Penalty: 6157.374512
	Iteration 96Q: 3 clusters Score -2.889592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 245366 members 
Entering Unmasked Estep 
Score: -28895944.000000 Penalty: 6157.374512
	Iteration 97Q: 3 clusters Score -2.889594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 245371 members 
Entering Unmasked Estep 
Score: -28895946.000000 Penalty: 6157.374512
	Iteration 98Q: 3 clusters Score -2.889595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 245378 members 
Entering Unmasked Estep 
Score: -28895942.000000 Penalty: 6157.374512
	Iteration 99Q: 3 clusters Score -2.889594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 245382 members 
Entering Unmasked Estep 
Score: -28895946.000000 Penalty: 6157.374512
	Iteration 100F: 3 clusters Score -2.889595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 245384 members 
Entering Unmasked Estep 
Score: -28895948.000000 Penalty: 6157.374512
	Iteration 101Q: 3 clusters Score -2.889595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 245387 members 
Entering Unmasked Estep 
Score: -28895950.000000 Penalty: 6157.374512
	Iteration 102Q: 3 clusters Score -2.889595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 245391 members 
Entering Unmasked Estep 
Score: -28895948.000000 Penalty: 6157.374512
	Iteration 103Q: 3 clusters Score -2.889595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 245396 members 
Entering Unmasked Estep 
Score: -28895944.000000 Penalty: 6157.374512
	Iteration 104Q: 3 clusters Score -2.889594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 245398 members 
Entering Unmasked Estep 
Score: -28895948.000000 Penalty: 6157.374512
	Iteration 105Q: 3 clusters Score -2.889595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 245399 members 
Entering Unmasked Estep 
Score: -28895944.000000 Penalty: 6157.374512
	Iteration 106Q: 3 clusters Score -2.889594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 245401 members 
Entering Unmasked Estep 
Score: -28895948.000000 Penalty: 6157.374512
	Iteration 107Q: 3 clusters Score -2.889595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 245401 members 
Entering Unmasked Estep 
Score: -28895950.000000 Penalty: 6157.374512
	Iteration 108Q: 3 clusters Score -2.889595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 245400 members 
Entering Unmasked Estep 
Score: -28895942.000000 Penalty: 6157.374512
	Iteration 109Q: 3 clusters Score -2.889594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 245401 members 
Entering Unmasked Estep 
Score: -28895952.000000 Penalty: 6157.374512
	Iteration 110Q: 3 clusters Score -2.889595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 245403 members 
Entering Unmasked Estep 
Score: -28895940.000000 Penalty: 6157.374512
	Iteration 111Q: 3 clusters Score -2.889594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 245406 members 
Entering Unmasked Estep 
Score: -28895938.000000 Penalty: 6157.374512
	Iteration 112Q: 3 clusters Score -2.889594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 245410 members 
Entering Unmasked Estep 
Score: -28895952.000000 Penalty: 6157.374512
	Iteration 113Q: 3 clusters Score -2.889595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 245413 members 
Entering Unmasked Estep 
Score: -28895956.000000 Penalty: 6157.374512
	Iteration 114Q: 3 clusters Score -2.889596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 245417 members 
Entering Unmasked Estep 
Score: -28895962.000000 Penalty: 6157.374512
	Iteration 115Q: 3 clusters Score -2.889596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -28895970.000000 Penalty: 6157.374512
	Iteration 116Q: 3 clusters Score -2.889597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -28895968.000000 Penalty: 6157.374512
	Iteration 117Q: 3 clusters Score -2.889597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -28895968.000000 Penalty: 6157.374512
	Iteration 118F: 3 clusters Score -2.889597e+07 nChanged 0
--- Evaluating fit on full set of 3057507 points ---
Entering Unmasked Estep 
Score: -357466144.000000 Penalty: 59254.582031
25->17 Clusters: Score -357466144.000000, best is -357552736.000000

Main iterations: 0 (time per=infms)
Total iterations: 48083 (time per=629.108415ms)
Iterations metric 2: 5037075464192.000000 (time per=6.005354ns)
Iterations metric 3: 151103811354624.000000 (time per=200.189655ps)

That took 30249.419922 seconds.
